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Oral
None
SALART-VQA: Diagnosing Whether VLMs Understand Salient Artifacts in Generated Images
Xiaoxiao Sun ⋅ Ruotian Zhang ⋅ Junzhe Huang ⋅ James Burgess ⋅ Serena Yeung-Levy
[ OpenReview] 
Oral
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Colored Noise Diffusion Sampling
Hadar Davidson ⋅ Noam Issachar ⋅ Sagie Benaim
[ OpenReview] 
Oral
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Breakeven complexity: A new perspective on neural partial differential equation solvers
Yijing Zhang ⋅ Nicholas Roberts ⋅ Tanya Marwah ⋅ Misha Khodak
[ OpenReview] 
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APS: Bias-Controlled Adaptive Prototype Simulation for Population-Scale LLM Agents
Quan ZHENG ⋅ Yan Gao ⋅ shaobin he ⋅ Haoxiang Guan ⋅ Yuanhe Tian ⋅ Jie Feng ⋅ Ming Wang ⋅ Shuxin Zheng ⋅ Zhen Liu
[ OpenReview] 
Oral
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Testable and Actionable Calibration for Full Swap Regret
Konstantina Bairaktari ⋅ Lunjia Hu ⋅ Huy Nguyen ⋅ Jonathan Ullman
[ OpenReview] 
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Tessellations of Semi-Discrete Flow Matching
Emile Pierret ⋅ Johannes Hertrich ⋅ Samuel Hurault ⋅ Julie Delon
[ OpenReview] 
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Evaluating Neural Data Tokenizers: A Framework for Assessing Learned Representations of Spiking Activity
Federico D'Agostino ⋅ Alex Gilbert ⋅ Susanne Keller ⋅ Jaivardhan Kapoor ⋅ Nicolas Reategui ⋅ Vedang Lad ⋅ Matthias Kümmerer ⋅ Jai Bhagat ⋅ Emin Orhan ⋅ Hasan A Bedel ⋅ Nikos Karantzas ⋅ Fabian Sinz ⋅ Surya Ganguli ⋅ Jakob H Macke ⋅ Sophia Sanborn ⋅ Alexander Ecker ⋅ Katrin Franke ⋅ Matthias Bethge ⋅ Andreas Tolias ⋅ Konstantin Willeke
[ OpenReview] 
Oral
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Polar Transformers: $SO(2)^K$-Equivariant Angular Attention for Cryo-EM Image-Set Processing
Joakim Andén ⋅ Justus Sagemüller
[ OpenReview] 
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Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
Shubham Agarwal ⋅ Alexander Krentsel ⋅ Shu Liu ⋅ Mert Cemri ⋅ Audrey Cheng ⋅ Rui Meng ⋅ Tomas Pfister ⋅ Chun-Liang Li ⋅ Sylvia Ratnasamy ⋅ Aditya Parameswaran ⋅ Matei A Zaharia ⋅ Ion Stoica ⋅ Mohsen Lesani
[ OpenReview] 
Oral
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Emergent Biological Capabilities in a Foundation Model for Molecular Interactions
Adi Mashiach
[ OpenReview] 
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The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
Gabriele La Malfa ⋅ Emanuele La Malfa ⋅ Saar Cohen ⋅ Jie Zhang ⋅ Michael Luck ⋅ Michael Wooldridge ⋅ Elizabeth Black
[ OpenReview] 
Oral
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GeoSym127K: Scalable Symbolically-verifiable Synthesis for Multimodal Geometric Reasoning
Jinhao Jing ⋅ Zheng Ma ⋅ Jinwei Liang ⋅ Qiannian Zhao ⋅ Shuang Chen ⋅ Jing Yang ⋅ Prayag Tiwari ⋅ Jingjing Bai ⋅ Benyou Wang ⋅ Por L Yee ⋅ Zhan Su ⋅ Lewei Lu
[ OpenReview] 
Oral
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Learning interpretable Schur forms of recurrent weight matrices
Alexander Lanine ⋅ Liana Akobian ⋅ N Alex Cayco Gajic
[ OpenReview] 
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Consistent 3D Surface Flow Model with Global State
Antoine Guedon ⋅ Shu Nakamura ⋅ Nicolas Dufour ⋅ Jiahui Lei ⋅ Ko Nishino ⋅ Angjoo Kanazawa
[ OpenReview] 
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Reference-Guided Training: Adaptive Gradient Scaling via Per-Sample Loss Comparisons
Israel R Soares ⋅ Pedro Benedetti ⋅ Thanda Shwe ⋅ Israel Mendonca ⋅ Masayoshi Aritsugi
[ OpenReview] 
Oral
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Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
Chen Wang ⋅ Siyu Hu ⋅ Guangming Tan ⋅ Weile Jia
[ OpenReview] 
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AgentAbstain: Do LLM Agents Know When Not to Act?
Xun Liu ⋅ Yi E Zhang ⋅ Vira Kasprova ⋅ Parisa Rabbani ⋅ Pardissadat Zahraei ⋅ Tianyu Zhang ⋅ Ali Ebrahimpour-Boroojeny ⋅ Varun Chandrasekaran
[ OpenReview] 
Oral
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Fractional State Space Transition for Long Sequence Modeling
Ivan Kobyzev ⋅ Abbas Ghaddar ⋅ Ali Nasiri-Sarvi ⋅ Lifeng Shang ⋅ Yufei CUI
[ OpenReview] 
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ALTER: An Allen's Algebra-Based Evaluation Framework for Temporal Reasoning of LLMs
Zhou Hongkai ⋅ Yanhui Li
[ OpenReview] 
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Trellis4D: Complex 4D Mesh Generation
Jiraphon Yenphraphai ⋅ Jianqi Chen ⋅ Jian Wang ⋅ Guocheng Qian ⋅ Sergey Tulyakov ⋅ Rameen Abdal ⋅ Raymond A. Yeh ⋅ Peter Wonka ⋅ Chaoyang Wang
[ OpenReview] 
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Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models
Xingyu Dang ⋅ Rohit Agarwal ⋅ Rodrigo Porto ⋅ Anirudh Goyal ⋅ Liam H Fowl ⋅ Sanjeev Arora
[ OpenReview] 
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Learning Reveals Invisible Structure in Low-Rank RNNs
Yoav Ger ⋅ Omri Barak
[ OpenReview] 
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Language-Conditioned World Modeling for Visual Navigation
Yifei Dong ⋅ Fengyi Wu ⋅ Yilong Dai ⋅ Lingdong Kong ⋅ Guangyu Chen ⋅ Qiyu Hu ⋅ Yetong Sha ⋅ Feng Liu ⋅ Siyu Huang ⋅ Qi Dai ⋅ Zhi-Qi Cheng
[ OpenReview] 
Oral
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HABIT: Human-Aware Behavior and Interaction Training Dataset for Robot Manipulation
Jaehwi Song ⋅ Suchae Jeong ⋅ Byeongguk Jeon ⋅ Sungdong Kim ⋅ Hyungmok Son ⋅ Kimin Lee
[ OpenReview] 
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LittleLearner: Language Models Under Pedagogically-Controlled Knowledge Exposure
Fanfei Li ⋅ Jana Zeller ⋅ Manuel Prada-Corral ⋅ Thaddäus Wiedemer ⋅ Prasanna Mayilvahanan ⋅ Ryan Cotterell ⋅ Wieland Brendel
[ OpenReview] 
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Coordination Connectivity: Shared Initialization Shapes the Joint-Policy Landscape in MARL
Yixiang Fan ⋅ Zhiqiang Pu ⋅ Hao Ma ⋅ Dongmin Li ⋅ Weihao Zhang ⋅ Yinxing Dai ⋅ Shijie Zheng ⋅ Jingjing Huang
[ OpenReview] 
Oral
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Spectral Energy Allocation Enables Source-Free Domain Adaptation in Time Series Forecasting
Zhimin Mei ⋅ Gezheng Xu ⋅ Mohammad Hossein Moslemi ⋅ Ruiyi Fang ⋅ Nima Hosseini Dashtbayaz ⋅ Ziyan Wang ⋅ Jincheng Zhou ⋅ Haolin Jiang ⋅ Song Tang ⋅ Charles Ling ⋅ Boyu Wang
[ OpenReview] 
Oral
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Catch-Only-One: Non-Transferable Examples for Model-Specific Authorization
Zihan Wang ⋅ Ethan Ma ⋅ Zhongkui Ma ⋅ Shuofeng Liu ⋅ Akide Liu ⋅ Derui Wang ⋅ Minhui Xue ⋅ Guangdong Bai
[ OpenReview] 
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CLIOPATRA: Extracting Private Information from LLM Insights
Meenatchi Sundaram Muthu Selva Annamalai ⋅ Emiliano De Cristofaro ⋅ Peter Kairouz
[ OpenReview] 
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Training Generalizable Collaborative Agents via Strategic Risk Aversion
Chengrui (Ray) Qu ⋅ Yizhou Zhang ⋅ Nicolas Lanzetti ⋅ Eric Mazumdar
[ OpenReview] 
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From Average Sensitivity to Small-Loss Regret Bounds under Random-Order Model
Shinsaku Sakaue ⋅ Yuichi Yoshida
[ OpenReview] 
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Benchmark Health Index: A Systematic Framework for Benchmarking the Benchmarks of LLMs
Longyuan Zhu ⋅ Hairan Hua ⋅ Linlin Miao ⋅ Wei Wang ⋅ Bing Zhao
[ OpenReview] 
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The Sign Code: The Hidden Binary Nature of Deep Networks
Niclas A Göring ⋅ Shuofeng Zhang ⋅ Roi Holtzman ⋅ yoonsoo nam ⋅ Ard Louis
[ OpenReview] 
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UECO: A Unified Encoder with Structure-Aware Attention Mixture via Iterative Edge Evolving for Neural Combinatorial Optimization
Wenzheng Pan ⋅ Shuyi Yan ⋅ Nuoyan Chen ⋅ Yiyang Qu ⋅ Jiale Ma ⋅ Junchi Yan
[ OpenReview] 
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MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
Bohan Lyu ⋅ Yucheng Yang ⋅ Siqiao Huang ⋅ Jiaru Zhang ⋅ Qixin Xu ⋅ Xinghan Li ⋅ Xinyang Han ⋅ Huaqing Zhang ⋅ Yicheng Zhang ⋅ Runhan Huang ⋅ Kaicheng Yang ⋅ Zitao Chen ⋅ Wentao Guo ⋅ Junlin Yang ⋅ Xinyue Ai ⋅ Wenhao Chai ⋅ Yadi Cao ⋅ Ziran Yang ⋅ Kun Wang ⋅ Dapeng Jiang ⋅ Huan-ang Gao ⋅ Shange Tang ⋅ Chengshuai Shi ⋅ Simon Du ⋅ Max Simchowitz ⋅ Jiantao Jiao ⋅ Dawn Song ⋅ Chi Jin
[ OpenReview] 
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Bridging Compute- and Data-Optimal Pretraining
Tian Qin ⋅ Kimia Hamidieh ⋅ David Alvarez-Melis
[ OpenReview] 
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Learning Sparse Semantic-Cortical Atoms for Multisubject Naturalistic fMRI Encoding
Alicia Zeng
[ OpenReview] 
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Exact Gaussian Moment Matching for Residual Networks: a Second-Order Method
Simon Kuang ⋅ Xinfan Lin
[ OpenReview] 
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Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
Junjue Wang ⋅ Weihao Xuan ⋅ Heli Qi ⋅ Pengyu Dai ⋅ Kunyi Liu ⋅ Hongruixuan Chen ⋅ Zhuo Zheng ⋅ Junshi Xia ⋅ Stefano Ermon ⋅ Naoto YOKOYA
[ OpenReview] 
Oral
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FLIP: Fast and Accurate Global Lipschitz Estimation for Large Feedforward Networks
Hongbo Chen ⋅ Zihao Ren
[ OpenReview] 
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SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators
Yuncong Yang ⋅ Zhengtao Han ⋅ Furkan Ozyurt ⋅ Zeyuan Yang ⋅ Han Yang ⋅ Junyi Cao ⋅ Haoyu Zhen ⋅ Yilun Du ⋅ Chuang Gan
[ OpenReview] 
Oral
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ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control
Shelly Golan ⋅ Michael Finkelson ⋅ Ariel Bereslavsky ⋅ Yotam Nitzan ⋅ Or Patashnik
[ OpenReview] 
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Behavioral Geometric Supervision Aligns Video Foundation Models with Human Social Perception
Kathy Garcia ⋅ Leyla Isik
[ OpenReview] 
Oral
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BrainWorld: A Structural-Prior-Conditioned Generative Model for Whole-Brain 4D fMRI Dynamics
Junfeng Xia ⋅ Wenhao Ye ⋅ Junxiang Zhang ⋅ Xuanye Pan ⋅ Mo WANG ⋅ Quanying Liu
[ OpenReview] 
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Incentivizing Medical Vision Capabilities from Large-Scale Multimodal Pre-training
Junying Chen ⋅ Zhenyang Cai ⋅ Yunjin Yang ⋅ Kunyuan Cai ⋅ Rongsheng Wang ⋅ Xidong Wang ⋅ Geyang Yu ⋅ Xiangyi Feng ⋅ Benyou Wang
[ OpenReview] 
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ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time Scaling
Woomin Song ⋅ Beomjun Kim ⋅ Daewon Choi ⋅ Sai Muralidhar Jayanthi ⋅ Saket Dingliwal ⋅ Jinwoo Shin ⋅ Aram Galstyan
[ OpenReview] 
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Computer Use at the Edge of the Statistical Precipice
Pierluca D'Oro ⋅ Sneha Silwal ⋅ William R Wong ⋅ Yuxuan Sun ⋅ Fanyi Xiao ⋅ Manchen Wang ⋅ Eric Gan ⋅ Allen Bolourchi ⋅ Joseph Tighe
[ OpenReview] 
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Geometry-Aware Similarity Metrics for Neural Representations on Riemannian and Statistical Manifolds
N Alex Cayco Gajic ⋅ Arthur Pellegrino
[ OpenReview] 
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Representation Fréchet Loss for Visual Generation
Jiawei Yang ⋅ Zhengyang Geng ⋅ Xuan Ju ⋅ Yonglong Tian ⋅ Yue Wang
[ OpenReview] 
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CURE: Counterfactual Unsafe-token Re-masking for Diffusion Large Language Model Test-time Alignment
Lichao Wang ⋅ Mingquan Zhang ⋅ Xian Zhang ⋅ Juntao Dai ⋅ Chi Liu ⋅ Yaodong Yang ⋅ Jingwei Yi
[ OpenReview] 
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GenAI Evaluation Results are Largely Artifacts of Evaluation Design Choices: Evidence from Audit Studies of Resume Screening
Nicole Meister ⋅ Hannah Cha ⋅ Mohammed Alsobay ⋅ Alexandra Chouldechova ⋅ Alex Dow ⋅ Hanna Wallach ⋅ Jennifer Wortman Vaughan ⋅ Carlos Guestrin ⋅ Tatsunori Hashimoto ⋅ Solon Barocas
[ OpenReview] 
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Neural Chameleons: Language Models Can Learn to Hide Their Thoughts from Unseen Activation Monitors
Max McGuinness ⋅ Alex Serrano ⋅ Luke Bailey ⋅ Scott Emmons
[ OpenReview] 
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CausalBind: Causal Modeling and Learning for Protein-Molecule Virtual Screening
Longkang Li ⋅ Jin Tian ⋅ Kun Zhang
[ OpenReview] 
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Shaping Useful Noise: Energy Distributions Predict Visual Pretraining Quality
Ching Lam Choi ⋅ Antonio Torralba ⋅ Phillip Isola ⋅ Stefanie Jegelka
[ OpenReview] 
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DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
Herui Li ⋅ Bin Lu ⋅ Haonan Qi ⋅ Lei Zhou ⋅ Luoyi Fu ⋅ Xinbing Wang ⋅ Meng Jin
[ OpenReview] 
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Quantized Reasoning Models Think They Need to Think Longer, but They Do Not
Sanae Lotfi ⋅ Polina Kirichenko ⋅ Steven Li ⋅ Zechun Liu
[ OpenReview] 
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Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization
Alireza Modirshanechi ⋅ Benjamin Eysenbach ⋅ Peter Dayan ⋅ Eric Schulz
[ OpenReview] 
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Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects
Chongguang Tao ⋅ Zheng Zhou ⋅ Yuhong Yang
[ OpenReview] 
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Beyond Family Labels: A Taxonomic Ornstein-Uhlenbeck Prior for Avian 3D Shape Recovery
Yunchan Jeon ⋅ SOO GON KIM ⋅ Seungwook Kim ⋅ CheolWon Lee ⋅ Jongmin Lee
[ OpenReview] 
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The Algorithm Is Not the Behavior: Learned Priors Override Look-Ahead in a Chess-Playing Neural Network
Elias Sandmann ⋅ Sebastian Lapuschkin ⋅ Wojciech Samek
[ OpenReview] 
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LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments
Chiyu Zhang ⋅ Huiqin Yang ⋅ Bendong Jiang ⋅ Xiaolei Zhang ⋅ Yiran Zhao ⋅ Ruyi Chen ⋅ Lu Zhou ⋅ Xiaogang Xu ⋅ Jiafei Wu ⋅ Liming Fang ⋅ Zhe Liu
[ OpenReview] 
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Leaderboard Hacking: Preference-Based Model Evaluations are Vulnerable to Manipulation
Eve Fleisig ⋅ Joachim Baumann ⋅ Dylan Hadfield-Menell ⋅ Dirk Hovy
[ OpenReview] 
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EntiRE: Invariant Learning for Robust Concept Erasure in Text-to-Image Generative Models
Fengyuan Yu ⋅ Yuyuan Li ⋅ XiaoHua Feng ⋅ Li Zhang ⋅ Jiaming Zhang ⋅ Xiang Liu ⋅ Jun Wang ⋅ Chaochao Chen
[ OpenReview] 
Oral
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LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model
Jiachun Jin ⋅ Zetong Zhou ⋅ Xiao Yang ⋅ Hao Zhang ⋅ Pengfei Liu ⋅ Jun Zhu ⋅ Zhijie Deng
[ OpenReview] 
Oral
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Filtered Conformal Ellipsoids for Graph-Native Time Series
Yannick Limmer
[ OpenReview] 
Oral
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Query Lower Bounds for Diffusion Sampling
Zhiyang Xun ⋅ Eric Price
[ OpenReview] 
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Certifiably Optimal Robust Angular Synchronization
Daniel Barath ⋅ Keisuke Tateno ⋅ Marc Pollefeys ⋅ Federico Tombari
[ OpenReview] 
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LoRAcles: Self-Supervised Weight-Space Interpretability at Scale
Celeste De Schamphelaere ⋅ Jan Bauer ⋅ Neel Nanda ⋅ Euan Ong
[ OpenReview] 
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CIG: Exploration via Conditional Information Gain
Tim Joseph ⋅ Marcus Fechner ⋅ Philipp Stegmaier ⋅ Karam Daaboul ⋅ Marius Zöllner
[ OpenReview] 
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DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging
Krishna Khadka ⋅ Yu Lei ⋅ Raghu Kacker ⋅ D. R Kuhn
[ OpenReview] 
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LLM-Enhanced Random Forests in Orthogonal Hyperbolic Subspaces for Tabular Learning
Shengpeng Wang ⋅ Yisen Gao ⋅ Han Xiang ⋅ lingyun liu ⋅ Ziwei Zhang ⋅ Qingyun Sun ⋅ Xianxian LI ⋅ Xingcheng Fu
[ OpenReview] 
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Do We Need Asynchronous SGD? On the Near-Optimality of Synchronous Methods
Grigory Begunov ⋅ Alexander Tyurin
[ OpenReview] 
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Self-Programmed Execution for Language-Model Agents
Luke J O'Connor
[ OpenReview] 
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Resilience Matters for Embodied Agents System: New Metrics, Systematic Evaluation, and Optimization
Yapeng Liu ⋅ Yuanzhao Zhai ⋅ Xudong Gong ⋅ Feng Dawei ⋅ Bo Ding ⋅ Lin Wang ⋅ Huaimin Wang
[ OpenReview] 
Oral
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Mitigating Confidence Miscalibration in Open-World Semi-Supervised Learning
Wenqiang Wu ⋅ wangfeng ⋅ Jiye Liang ⋅ Liang Bai
[ OpenReview] 
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Soteria: Formally Verified Planning with Runtime Enforcement for Safe LLM Agents
Deyuan (Mike) He ⋅ Ankush Desai ⋅ Sharad Malik ⋅ Aarti Gupta
[ OpenReview] 
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TiRex-2: Generalizing TiRex to Multivariate Data and Streaming
Patrick Podest ⋅ Marco Pichler ⋅ Elias Bürger ⋅ Levente Zólyomi ⋅ Bernhard Voggenberger ⋅ Wilhelm F Berghammer ⋅ Daniel Klotz ⋅ Sebastian Böck ⋅ Günter Klambauer ⋅ Sepp Hochreiter
[ OpenReview] 
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AdaSRU: Adaptive Source-Free Recommendation Unlearning via Gradient-Constrained Optimization
Xiaoran Zhao ⋅ Weiming Liu ⋅ Lianyong Qi ⋅ Weiyi Zhong ⋅ Yuwen Liu ⋅ Xiaolong Xu ⋅ Haolong Xiang ⋅ Qiang Ni ⋅ Xuyun Zhang ⋅ Wanchun Dou ⋅ Xiaokang Zhou
[ OpenReview] 
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probly: Uncertainty-Aware Machine Learning
Paul Hofman ⋅ Clemens Damke ⋅ Timo Löhr ⋅ Santo Thies ⋅ Alireza Javanmardi ⋅ Valentin Margraf ⋅ Jakub Paplhám ⋅ Yusuf Sale ⋅ Eyke Hüllermeier ⋅ Maximilian Muschalik
[ OpenReview] 
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Felid: A Flexible and Efficient Design for Transformer Fine-Tuning over Encrypted Data
Linru Zhang ⋅ Jun J Sim ⋅ Xiangning Wang ⋅ Jiahao Zhong ⋅ Kaiyu Zhou ⋅ Huanyi Ye ⋅ Yongsen Zheng ⋅ Lushan Song ⋅ Xiaojian Liang ⋅ Yingting Liu ⋅ Yujing Sun ⋅ HUAXIONG WANG ⋅ Pu Duan ⋅ Kwok-Yan Lam
[ OpenReview] 
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Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
Boxin Wang ⋅ Chankyu Lee ⋅ Nayeon Lee ⋅ Sheng-Chieh Lin ⋅ Wenliang Dai ⋅ Yang Chen ⋅ Yangyi Chen ⋅ Zhuolin Yang ⋅ Zihan Liu ⋅ Mohammad Shoeybi ⋅ Bryan Catanzaro ⋅ Wei Ping
[ OpenReview] 
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MOVEBENCH: A Benchmark for Global-Scale Wildlife Movement Forecasting
Justin Kay ⋅ Shir Bar ⋅ Ellen O Aikens ⋅ Martin Becker ⋅ Francesca Cagnacci ⋅ Juliet Cohen ⋅ Scott W Forrest ⋅ Jessica Kendall-Bar ⋅ Madeleine Lucas ⋅ Macon Overcast ⋅ Meredith S Palmer ⋅ Will Rogers ⋅ Nicholas J Russo ⋅ Christian Rutz ⋅ Larissa T Beumer ⋅ Michael B Brown ⋅ Ying-Chi Chan ⋅ Sarah C Davidson ⋅ Diego E Soto ⋅ Anne G Hertel ⋅ Roland Kays ⋅ Benjamin Koger ⋅ Guram Mikaberidze ⋅ Thomas Mueller ⋅ Ruth Oliver ⋅ Thorsten Papenbrock ⋅ Robert Patchett ⋅ Jared A Stabach ⋅ Dane Taylor ⋅ Scott W Yanco ⋅ Sara Beery
[ OpenReview] 
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A multi-scale information geometry reveals the structure of mutual information in neural populations
Simone Azeglio ⋅ Steeve Laquitaine ⋅ Ulisse Ferrari ⋅ Matthew Chalk
[ OpenReview] 
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Scale-Sensitive Shattering: Learnability and Evaluability at Optimal Scale
Shashaank Aiyer ⋅ Yishay Mansour ⋅ Shay Moran ⋅ Han Shao ⋅ Tom Waknine
[ OpenReview] 
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DD-Ranking: Rethinking the Evaluation of Dataset Distillation
Zekai Li ⋅ Xinhao Zhong ⋅ Samir Khaki ⋅ Zhiyuan Liang ⋅ Yuhao Zhou ⋅ Mingjia Shi ⋅ Ziqiao Wang ⋅ Xuanlei Zhao ⋅ Wangbo Zhao ⋅ Ziheng Qin ⋅ Mengxuan Wu ⋅ Pengfei Zhou ⋅ Haonan Wang ⋅ David Junhao Zhang ⋅ Jia-Wei Liu ⋅ Shaobo Wang ⋅ Dai Liu ⋅ Linfeng Zhang ⋅ Guang Li ⋅ Kun Wang ⋅ Zheng Zhu ⋅ Zhiheng Ma ⋅ Joey Tianyi Zhou ⋅ Jiancheng Lv ⋅ Yaochu Jin ⋅ Peihao Wang ⋅ Kaipeng Zhang ⋅ Yiran Huang ⋅ Zhiwei Deng ⋅ Xindi Wu ⋅ George Cazenavette ⋅ Yuzhang Shang ⋅ Justin CUI ⋅ Jindong Gu ⋅ Qian Zheng ⋅ Hao Ye ⋅ Shuo Wang ⋅ Xiaobo Wang ⋅ Yan Yan ⋅ Angela Yao ⋅ Mike Zheng Shou ⋅ Tianlong Chen ⋅ Hakan Bilen ⋅ Baharan Mirzasoleiman ⋅ Manolis Kellis ⋅ Konstantinos N Plataniotis ⋅ Zhangyang "Atlas" Wang ⋅ Bo Zhao ⋅ Yang You ⋅ Kai Wang
[ OpenReview] 
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BEAST3D: animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting
Yanchen Wang ⋅ Lenny Aharon ⋅ Wangshu Zhu ⋅ Kyle Daruwalla ⋅ Linghua Zhang ⋅ Jiaru Zou ⋅ Selmaan N Chettih ⋅ Xun H Hou ⋅ Liam Paninski ⋅ Matthew Whiteway
[ OpenReview] 
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They Can See It but not Say It: Iterative Self Knowledge Re-expression in Visual Reasoning Relative Pose Identification
MENGYU WANG ⋅ Ken Deng ⋅ Yftah Ziser ⋅ Shay Cohen ⋅ Tiejun Ma
[ OpenReview] 
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SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
Xuyi Hu ⋅ Jin Lyu ⋅ Jiuming Liu ⋅ Yebin Liu ⋅ Silvia Zuffi ⋅ Liang An ⋅ Stefan Goetz
[ OpenReview] 
Oral
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Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning
Yuyang Ji ⋅ Yixuan Shen ⋅ Anil Jain ⋅ Xiaoming Liu ⋅ Feng Liu
[ OpenReview] 
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Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning
Meher Chaitanya Pindiprolu ⋅ My Le ⋅ Luana Ruiz
[ OpenReview] 
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Offloading Score: Measuring AI Reliance through Counterfactual Workflows
Vishakh Padmakumar ⋅ Lujain Ibrahim ⋅ Zora Wang ⋅ Jennifer Wang ⋅ Q.Vera Liao ⋅ Diyi Yang
[ OpenReview] 
Oral
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Learning to Audit ML Models with Theory of Mind
Yao Rong ⋅ Vaibhav Unhelkar
[ OpenReview] 
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IDEA: Unwrapping Visual Black-box Models by Interaction Decomposition
Chaojie Ji ⋅ Jian Xu ⋅ He Zhang ⋅ Hongyan Wu ⋅ Yankai Cao ⋅ Ruxin Wang
[ OpenReview] 
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SMART: Scalable Multi-Agent Role-conditioned Teaming via LLM-free Tree Search
Runzhe Zhang ⋅ Ning Li ⋅ Xingshan Zeng ⋅ Letian Chen ⋅ Yasheng Wang ⋅ Weinan Zhang ⋅ Yong Yu ⋅ Weiwen Liu
[ OpenReview] 
Oral
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Binding Multiple Modalities via Multimodal Wasserstein Barycenter
Xiaole Tang ⋅ Jiayi Xu ⋅ Xiang Gu ⋅ Yan Yang ⋅ Jian Sun
[ OpenReview] 
Oral
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The Power of a Random Sample in Online Algorithms
Omer Wasim ⋅ Sami Davies ⋅ Shallu Tomer ⋅ Rathish Das
[ OpenReview] 
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MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding
Zexuan Chen ⋅ Sichao Liu ⋅ Runhao Lu ⋅ Huichao Qi ⋅ Alexandra Woolgar ⋅ Xi V Wang ⋅ Lihui Wang
[ OpenReview] 
Oral
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PhaseLoRA: Control-Regime-Conditioned Low-Rank Adaptation for Continuous-Action Vision-Language-Action Policies
Yufei Guo ⋅ Yinan Wu ⋅ Haoran Duan ⋅ guiguang ding ⋅ Jungong Han
[ OpenReview] 
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TransmissiveGS: Residual-Guided Disentangled Gaussian Splatting for Transmissive Scene Reconstruction and Rendering
Zhenyu Liang ⋅ Xiao Zhang ⋅ Tianchao Li ⋅ Jack C Cheng ⋅ Chi-Keung Tang
[ OpenReview] 
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HeMeR: Heterogeneous Memory Reconciliation for Embodied Agents via Structured KV Reuse
Saehun Chun ⋅ Wonje Choi ⋅ Jinwoo Jang ⋅ TaeYoon Kwack ⋅ Honguk Woo
[ OpenReview] 
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Strong Stochastic Flow Maps
Sam McCallum ⋅ Zander Blasingame ⋅ Timothy Herschell ⋅ Niklas Rindtorff ⋅ Alexander Tong ⋅ James Foster
[ OpenReview] 
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None
Can We Model the Artifacts Explicitly? Disentangle Artifacts via Pairwise Edit Relations for Image Manipulation Localization
Xuekang Zhu ⋅ Kaiwen Feng ⋅ Ruifeng Wang ⋅ Xiwen Wang ⋅ Xiaochen Ma ⋅ Bo Du ⋅ Changjiang Jiang ⋅ Chenfan Qu ⋅ Songyu Ye ⋅ Jian liu ⋅ Ji-Zhe Zhou
[ OpenReview] 
Oral
None
Fisher-R1: Training LLM Agents for Reliable Hypothesis Testing
Jiacheng Miao ⋅ Jin Mu ⋅ Guanhua Chen ⋅ James Zou
[ OpenReview] 
Oral
None
TALK: One-Shot Batch Design for Protein Variant Effect Prediction
qiao huang ⋅ Ao Shen ⋅ Jie Du ⋅ Manning Wang
[ OpenReview] 
Oral
None
Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries
Junhyuk Kwon ⋅ Seungjoon Lee ⋅ Hyejin Park ⋅ Kyle Min ⋅ Jungseul Ok
[ OpenReview] 
Oral
None
C3P: Contrastive promoter-protein pretraining yields representations capturing bacterial gene regulation
Cameron Dufault ⋅ Scott Xu ⋅ Alan Moses
[ OpenReview] 
Oral
None
The Stability of Online Algorithms in Performative Prediction
Gabriele Farina ⋅ Juan C Perdomo
[ OpenReview] 
Oral
None
Thinking with Images as Continuous Policy: Numerical Visual Chain-of-Thought
Kesen Zhao ⋅ Beier Zhu ⋅ Junbao Zhou ⋅ Xingyu Zhu ⋅ Zhongqi Yue ⋅ Hanwang Zhang
[ OpenReview] 
Oral
None
Emergence of Physical Intelligence via Controllable Information Production
Tristan Shah ⋅ Stas Tiomkin
[ OpenReview] 
Oral
None
Decomposing Earth Embeddings with Sparse Autoencoders
Vitus Benson ⋅ Fanny Yang ⋅ Markus Reichstein
[ OpenReview] 
Oral
None
Pruning and Distilling Mixture-of-Experts into Dense Language Models
Junhyuck Kim ⋅ Jihun Yun ⋅ Haechan Kim ⋅ Gyeongman Kim ⋅ Joonghyun Bae ⋅ Jaewoong Cho
[ OpenReview] 
Oral
None
Surprises in Proper Positive-Only Learning
Shai Ben-David ⋅ Farnam Mansouri ⋅ Anay Mehrotra ⋅ Manolis Zampetakis
[ OpenReview] 
Oral
None
Follow the Regularized Leader Does Not Converge in Constrained Optimization
Ioannis Anagnostides ⋅ Ioannis Panageas ⋅ Nikolas Patris ⋅ Tuomas Sandholm
[ OpenReview] 
Oral
None
Neural population tuning statistics as priors for multitask generalization
Zach Cohen ⋅ Jan Drugowitsch
[ OpenReview] 
Oral
None
Prediction Under Imperfect Compression: A Theory of Approximate MDL
Qian Li ⋅ Xinyu Mao ⋅ Shang-Hua Teng ⋅ Guangxu Yang
[ OpenReview] 
Oral
None
Unlocking Volition: Proactive Intention Decoding via Interpretable Graph Learning of Multi-Region ECoG
Kaizhong Zheng ⋅ JiaJunMA ⋅ Hongru Liu ⋅ Xinjian LI ⋅ Wei Xi ⋅ Liangjun Chen ⋅ Badong Chen
[ OpenReview] 
Oral
None
Uniform-in-Time Weak Propagation of Chaos in Shallow Neural Networks
Margalit Glasgow ⋅ Joan Bruna
[ OpenReview] 
Oral
None
Mechanism-Aware Ensemble Conditioning for Data-Limited Emulation of Extreme Events
Isabella Thiel ⋅ Juan M. Bello-Rivas ⋅ Yannis Kevrekidis ⋅ Themis Sapsis
[ OpenReview] 
Oral
None
HearSayBench: Can LLMs Navigate from Abstract Human Rights to Lived Lives?
Sobhan Lotfi ⋅ Ava Iranmanesh ⋅ Ali Iranmanesh ⋅ Liwei Jiang
[ OpenReview] 
Oral
None
Releasing Anchors from Cross-View Correspondence: Probabilistic Multi-View Anchor Graph Clustering
Zhoumin Lu ⋅ Yongbo Yu ⋅ Yu Duan ⋅ Feiping Nie ⋅ Yicong Zhou
[ OpenReview] 
Oral
None
MaxSketch: Robust Distinct Counting in Streams via Random Projections
Nikos Tsikouras ⋅ Constantine Caramanis ⋅ Christos Tzamos
[ OpenReview] 
Oral
None
Clarification as Supervision: Reinforcement Learning for Vision-Language Interfaces
John Gkountouras ⋅ Ivan Titov
[ OpenReview] 
Oral
None
Generative Modeling via Drifting
Mingyang Deng ⋅ He Li ⋅ Tianhong Li ⋅ Yilun Du ⋅ Kaiming He
[ OpenReview] 
Oral
None
Video Forensic Self-Descriptions: Leveraging Temporally Distributed Forensic Microstructures for Zero-Shot Detection of AI-Generated Videos
Aref Azizpour ⋅ Tai Nguyen ⋅ Matthew Stamm
[ OpenReview] 
Oral
None
Free Decompression with Algebraic Spectral Curves
Siavash Ameli ⋅ Chris van der Heide ⋅ Liam Hodgkinson ⋅ Michael Mahoney
[ OpenReview] 
Oral
None
Can In-Context Learning Support Intrinsic Curiosity?
Eric Elmoznino ⋅ Sangnie Bhardwaj ⋅ Johannes von Oswald ⋅ Rajai Nasser ⋅ Blaise Aguera y Arcas ⋅ João Sacramento ⋅ Rif A. Saurous ⋅ Guillaume Lajoie
[ OpenReview] 
Oral
None
Déjà View: Looping Transformers for Multi-View 3D Reconstruction
Alessandro Burzio ⋅ Tobias Fischer ⋅ Sven Elflein ⋅ Qunjie Zhou ⋅ Riccardo de Lutio ⋅ Jiawei Ren ⋅ Jiahui Huang ⋅ Shengyu Huang ⋅ Marc Pollefeys ⋅ Laura Leal-Taixé ⋅ Zan Gojcic ⋅ Haithem Turki
[ OpenReview] 
Poster
None
GauGal: Gaussian-Galerkin Electromagnetic Inverse Scattering Imaging
Haibing Wu ⋅ Yixiong Jing ⋅ Guangming Wang ⋅ Olaf Wysocki ⋅ Brian Sheil
[ OpenReview] 
Poster
None
Sobolev Regularized MMD Gradient Flow
Chenyang Tian ⋅ Bharath Sriperumbudur ⋅ Arthur Gretton ⋅ Zonghao Chen
[ OpenReview] 
Poster
None
PhySPRING: Structure-Preserving Reduction of Physics-Informed Digital Twins via Graph Neural Networks
Yixiong Jing ⋅ Xingyuan Chen ⋅ Guangming Wang ⋅ Olaf Wysocki ⋅ Haibing Wu ⋅ Brian Sheil
[ OpenReview] 
Poster
None
AET-Bench: Pixel-Accurate Atomic Tomography Is Not Atom-Accurate
Zicheng Liu ⋅ Wenzhuo Ma ⋅ Jintao Chen ⋅ Di Huang
[ OpenReview] 
Poster
None
ByteDistill: Cross-Tokenizer Distillation via Chunk-wise Byte-Level Distribution Alignment
Yang Chen ⋅ Xianqi Yu ⋅ SHAOWEI YAO ⋅ Fuyu Lv ⋅ Dan Ou ⋅ Haihong Tang
[ OpenReview] 
Poster
None
SGD in Multiclass Logistic Regression: Sequential Learning and Scaling Laws
Konstantinos Tsiolis ⋅ Denny Wu ⋅ Christos Thrampoulidis ⋅ Murat Erdogdu
[ OpenReview] 
Poster
None
Subject-Relative Micro-Motion and Sleep Dynamics for Near-Infrared Video Sleep Staging
Kunmin Jang ⋅ Yourim Choi ⋅ Hun Heo ⋅ Dongik Park ⋅ Suahn Bae ⋅ Heonjun Lee ⋅ Hyun-Woo Shin ⋅ Hyung-Sin Kim
[ OpenReview] 
Poster
None
A Primal-dual Approach for Semi-Infinitely Constrained Reinforcement Learning
Di Wang ⋅ Liangyu Zhang ⋅ Haishan Ye ⋅ Guang Dai ⋅ Ivor Tsang
[ OpenReview] 
Poster
None
Conformal Prediction with Paraphrase-Aware Scoring for LLM Uncertainty Quantification
Jiayi Xin ⋅ Evan Qiang ⋅ Zihan Zhu ⋅ Xiang Li ⋅ Weijie Su ⋅ Qi Long
[ OpenReview] 
Poster
None
CurveRL: Principled Distribution-Aware Context Reweighting for LLM Reasoning
Ke Sun ⋅ Yizhou Zhao ⋅ Jiayi Xin ⋅ Qi Long ⋅ Weijie Su
[ OpenReview] 
Poster
None
Mechanism Design for AI Overviews: Creator Incentives and Long-Term Profit
Yihang Wu ⋅ Jiajun Tang ⋅ Jinfei Liu ⋅ Haifeng Xu ⋅ Fan Yao
[ OpenReview] 
Poster
None
Symb-xMIL: Symbolic Explanations for Multiple Instance Learning in Digital Pathology
Yanqng Luo ⋅ Julius Hense ⋅ Niklas Prenißl ⋅ Andreas Mock ⋅ Klaus-Robert Müller ⋅ Thomas Schnake ⋅ Mina Jamshidi Idaji
[ OpenReview] 
Poster
None
Render Structure Uncertainty for HTML Repair in MLLM-based UI-to-Code Generation
Haoran Ma ⋅ Jiechao Gao ⋅ Shisong Tang ⋅ bing han ⋅ Jifeng Hu ⋅ Hechang Chen
[ OpenReview] 
Poster
None
BLADE: Scalable Bi-level Adaptive Data Selection for LLM Training
Jiaxing Wang ⋅ Deping Xiang ⋅ Jin Xu ⋅ Zirui Liu ⋅ Zicheng Zhang ⋅ Guoqiang Gong ⋅ Jun Fang ⋅ Chao Liu ⋅ Pengzhang Liu ⋅ Tongxuan Liu ⋅ Ke Zhang ⋅ Qixia Jiang
[ OpenReview] 
Poster
None
Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale
Tianci Bu ⋅ Yuan Lyu ⋅ Zixi Chen ⋅ Chendong Song ⋅ Hong Liang ⋅ Tsepten Gurung ⋅ Yuwei Fan ⋅ Yinyu Ye ⋅ Zijie Zhou
[ OpenReview] 
Poster
None
Lipschitz Dueling Bandits over Continuous Action Spaces
Mudit Sharma ⋅ Shweta Jain ⋅ Vaneet Aggarwal ⋅ Ganesh Ghalme
[ OpenReview] 
Poster
None
On the Fragility of Latent Knowledge: Layer-wise Influence under Unlearning in Large Language Model
Jianing Zhu ⋅ Zongze Li ⋅ Chandler Squires ⋅ Qizhou Wang ⋅ Bo Han ⋅ Pradeep Ravikumar
[ OpenReview] 
Poster
None
AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
Boxuan Zhang ⋅ Jianing Zhu ⋅ Zeru Shi ⋅ Dongfang Liu ⋅ Ruixiang Tang
[ OpenReview] 
Poster
None
Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning
jiayi lei ⋅ Yuandong Pu ⋅ Xingyu Han ⋅ Rongpeng Zhu ⋅ Jing Xu ⋅ Jinyao Wang ⋅ Zijian Zhou ⋅ Bin Fu ⋅ Yuewen Cao ⋅ Yihao Liu ⋅ Hongsheng Li
[ OpenReview] 
Poster
None
Optimal Rates for Pure $\varepsilon$-Differentially Private Stochastic Convex Optimization with Heavy Tails
Andrew Lowy
[ OpenReview] 
Poster
None
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
Jingwei Sun ⋅ Jianing Zhu ⋅ Jiangchao Yao ⋅ Tongliang Liu ⋅ Bo Han
[ OpenReview] 
Poster
None
Operads for compositional reasoning in LLMs
Nathaniel Bottman ⋅ Yinhong Liu ⋅ Kyle Richardson
[ OpenReview] 
Poster
None
3D-PLOT-LLM: Part-Level Object Tokens for 3D Large Language Models
Jintang Xue ⋅ Xinyu Wang ⋅ Yixing Wu ⋅ Jingwen Chen ⋅ C.-C. J Kuo
[ OpenReview] 
Poster
None
LensVLM: Selective Context Expansion for Compressed Visual Representation of Text
Roy Xie ⋅ Dan Friedman ⋅ Donghan Yu ⋅ Bowen Pan ⋅ Christopher Fifty ⋅ Jang-Hyun Kim ⋅ Xianzhi Du ⋅ Zhe Gan ⋅ Vivek Rathod ⋅ Bhuwan Dhingra
[ OpenReview] 
Poster
None
When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search
John Robertson ⋅ Jianing Zhu ⋅ Haris Vikalo ⋅ Zhangyang "Atlas" Wang
[ OpenReview] 
Poster
None
Taming CoT Obfuscation in VLMs: From Mechanistic Evidence to Activation-Level Enforcement
Xutao Mao ⋅ Jianing Zhu ⋅ Jinman Zhao ⋅ Tongliang Liu ⋅ Xiaowen Chu ⋅ Cong Wang ⋅ Bo Han
[ OpenReview] 
Poster
None
Random features for Grassmannian kernel approximation with bounded rank-one projections
Remi Delogne ⋅ Laurent Jacques
Poster
None
Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models
Yi Zhong ⋅ Haotong Qin ⋅ Xindong Zhang ⋅ Lei Zhang ⋅ Guolei Sun
[ OpenReview] 
Poster
None
Inference-Time Refinement Closes the Synthetic-Real Gap in Tabular Diffusion
Eugenio Lomurno ⋅ Filippo Balzarini ⋅ Francesco Benelle ⋅ Francesca P Panaccione ⋅ Matteo Matteucci
[ OpenReview] 
Poster
None
Risk-guided Estimation-aware Acceptance for Learning with Synthetic Data
Zijie Tian ⋅ Kevin Jin ⋅ yang Chen ⋅ Thomas Chun Man Lee
[ OpenReview] 
Poster
None
Decomposing the modulation of interactions between neuronal populations
Marco Celotto ⋅ J. S Sooter ⋅ Sofie Ährlund-Richter ⋅ Kyle R Jenks ⋅ Mriganka Sur ⋅ Stefano Panzeri
[ OpenReview] 
Poster
None
NOCE-Net: Representation Learning for Battery Operational Context via Nested Sequence Modelling
Arnab Bhattacharjee ⋅ Wayes Tushar ⋅ Tapan K Saha
[ OpenReview] 
Poster
None
Efficient Benchmarking Is Just Feature Selection and Multiple Regression
Sam Bowyer ⋅ Acyr Locatelli ⋅ Kris Cao
[ OpenReview] 
Poster
None
Masked Diffusion Vision-Language Models for Temporal Action Localization
fengshun wang ⋅ Zhengbo Zhang ⋅ Zhigang Tu
[ OpenReview] 
Poster
None
Beyond Stabilization: Dual-EMA Teachers for Global–Local Semantic Learning in Semi-Supervised Medical Image Segmentation
Kaibo Liao ⋅ Yazhou Ren ⋅ Song Wu ⋅ Kecheng Chen ⋅ Xiaorong Pu ⋅ Lixin Duan
[ OpenReview] 
Poster
None
The Fractured Interlingua: Geometric Bottlenecks in Cross-Lingual Knowledge Editing
Aastha A Verma ⋅ Anwoy Chatterjee ⋅ Sparsh Jain ⋅ Tanmoy Chakraborty
[ OpenReview] 
Poster
None
The Butterfly Effect in Reasoning: Branch-Structured Distributional Memory for Stochastic Agents
Ishan Jindal ⋅ Vivek Dhamale ⋅ Mahesh Chandran
[ OpenReview] 
Poster
None
Pinpoint: Grounded Worldwide Image Geolocation via Cross-Source Retrieval and Reranking
Nika Chuzhoy ⋅ Brian Hu ⋅ Amit A Arora ⋅ Jae Ro ⋅ Sarthak Sahu
[ OpenReview] 
Poster
None
SphereFlow: Missing Modality Imputation via Geometric Transport on Hypersphere
Huihan Wang ⋅ Juncheng Wang ⋅ Yuxiang Feng ⋅ Wenlong Hou ⋅ Guoqi Yu ⋅ Chao Xu ⋅ Yang Liu ⋅ Baigui Sun ⋅ Shujun Wang
[ OpenReview] 
Poster
None
Credit Assignment with Resets in Language Model Reasoning
Ankur Samanta ⋅ Akshayaa Magesh ⋅ Ayush Jain ⋅ Youliang Yu ⋅ Daniel Jiang ⋅ Kavosh Asadi ⋅ Kaveh Hassani ⋅ Paul Sajda ⋅ Jalaj Bhandari ⋅ Yonathan Efroni
[ OpenReview] 
Poster
None
FaithSieve: Fine-Grained Evaluation of Math Proofs with Faithful Formal Evidence
Ziyu Wang ⋅ Qiming Dai ⋅ Yishan Wu ⋅ Zaiwen Wen
[ OpenReview] 
Poster
None
Déjà View: Looping Transformers for Multi-View 3D Reconstruction
Alessandro Burzio ⋅ Tobias Fischer ⋅ Sven Elflein ⋅ Qunjie Zhou ⋅ Riccardo de Lutio ⋅ Jiawei Ren ⋅ Jiahui Huang ⋅ Shengyu Huang ⋅ Marc Pollefeys ⋅ Laura Leal-Taixé ⋅ Zan Gojcic ⋅ Haithem Turki
[ OpenReview] 
Poster
None
Toward a Unified Statistical Theory of Unsupervised Pretraining and Supervised Neural Knowledge Graph Learning
Suqi Liu ⋅ Miklos Z. Racz ⋅ Jifan Zhang
[ OpenReview] 
Poster
None
AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
Xinyu Hou ⋅ Xiaoming Li ⋅ Zongsheng Yue ⋅ Chen Change Loy
[ OpenReview] 
Poster
None
Geometry-Adaptive Explainer for Faithful Dictionary-Based Interpretability under Distribution Shift
Sungjun Lim ⋅ Heedong Kim ⋅ Andrew Lee ⋅ Kyungwoo Song
[ OpenReview] 
Poster
None
Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement Learning
Hannes M Büchi ⋅ Manon Flageat ⋅ Eduardo Sebastián ⋅ Amanda Prorok
[ OpenReview] 
Poster
None
PreFT: Prefill-only finetuning for inference efficiency
Andrew Lanpouthakoun ⋅ Aryaman Arora ⋅ Zhengxuan Wu ⋅ Dhruv Pai ⋅ Benjamin Keigwin ⋅ Dan Jurafsky ⋅ Chris Potts
[ OpenReview] 
Poster
None
Scaling Generative Foundation Models for Chest Radiography with Rectified Flow Transformers
Fabio De Sousa Ribeiro ⋅ Emma A Stanley ⋅ Charles Jones ⋅ Tian Xia ⋅ Dominic C Marshall ⋅ Laurent R Triché ⋅ Christopher V Cosgriff ⋅ Panagiotis Dimitrakopoulos ⋅ Sotirios Tsaftaris ⋅ Ben Glocker
[ OpenReview] 
Poster
None
CHoRD: Coordinating Scheduling and Data Placement for Efficient Deep Neural Network Inference on Chiplet-Based GPUs
Hanpei Liu ⋅ Samit S Miftah ⋅ Dipali Jain ⋅ Dan Fiumara ⋅ Pradip Bose ⋅ Sumit K Mandal ⋅ Kanad Basu
[ OpenReview] 
Poster
None
Mind the Heads: Topological Representation Alignment for Multimodal LLMs
Davide Caffagni ⋅ Alberto Compagnoni ⋅ Federico Melis ⋅ Sara Sarto ⋅ Pier Luigi Dovesi ⋅ Mark Granroth-Wilding ⋅ Marcella Cornia ⋅ Lorenzo Baraldi
[ OpenReview] 
Poster
None
Benchmarking Graph Self-Supervised Learning for Node-Level Tasks: Insights and Strong Baseline
Dmitry Eremeev ⋅ Gleb Bazhenov ⋅ Oleg Platonov ⋅ Artem Babenko ⋅ Liudmila Prokhorenkova
[ OpenReview] 
Poster
None
Implicit-Euler Value Iteration: Long-Horizon Planning via Stable Integration of the Bellman Residual Flow
Nimrod De La Vega ⋅ Amir-massoud Farahmand
[ OpenReview] 
Poster
None
XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
Hongchen Wei ⋅ Yuanzhe Wang ⋅ Bei Liu ⋅ Yifan Yang ⋅ Qi Dai ⋅ Ruichun Ma ⋅ Kai Qiu ⋅ Yunsheng Li ⋅ Dongdong Chen ⋅ Chong Luo ⋅ Zhenzhong Chen ⋅ Baining Guo
[ OpenReview] 
Poster
None
DocAtlas: Long-Document Understanding as Mutable-State Interaction
Hongchen Wei ⋅ Yuanzhe Wang ⋅ Bei Liu ⋅ Yifan Yang ⋅ Qi Dai ⋅ Kai Qiu ⋅ Yunsheng Li ⋅ Dongdong Chen ⋅ Chong Luo ⋅ Zhenzhong Chen ⋅ Baining Guo
[ OpenReview] 
Poster
None
Stochastic Grouping Conformal Prediction for Effective Subgroup Reliability
Meihui Zhong ⋅ Wenxin Tai ⋅ Ting Zhong ⋅ Fan Zhou
[ OpenReview] 
Poster
None
DrPO: Drifting Preference Optimization for One-Step Generative Models
Zhou Jiang ⋅ Yandong Wen ⋅ Zhen Liu
[ OpenReview] 
Poster
None
Attention-Discounted Adaptive Sampler for Masked Diffusion Language Models
Yusuf Sahin ⋅ Ahmed R Saikia ⋅ Volkan Cevher ⋅ Paolo Favaro
[ OpenReview] 
Poster
None
Block Sparse Flash Attention
Daniel Ohayon ⋅ Itay Lamprecht ⋅ Itay Hubara ⋅ Israel Cohen ⋅ Daniel Soudry ⋅ Noam Elata
[ OpenReview] 
Poster
None
More Value per Key: Asymmetric Sparse Attention for Faster LLM Decoding
Noam Elata ⋅ Itay Lamprecht ⋅ Mikey Shechter ⋅ Daniel Ohayon ⋅ Itay Hubara ⋅ Daniel Soudry
[ OpenReview] 
Poster
None
Architecture-Embedded Physics Priors for Mitigating Spectral Bias in Physics-Informed Neural Networks
Zhuo Zhang ⋅ Li Zhang ⋅ Ying Miao ⋅ Hongzong LI ⋅ Zhixuan Liang ⋅ Yong Yang ⋅ Gemine Vivone
[ OpenReview] 
Poster
None
What Drives Compositional Generalization? The Importance of Continuous Training Objectives in Visual Generative Models
Karim Farid ⋅ Rajat Sahay ⋅ Yumna Alnaggar ⋅ Simon Schrodi ⋅ Volker Fischer ⋅ Cordelia Schmid ⋅ Thomas Brox
[ OpenReview] 
Poster
None
MEMEVO: A Memory-Evolved Video Agent for Long Video Understanding
Wang ⋅ Yake Wei ⋅ Tianrun Xu ⋅ Fengyun Rao ⋅ Jing LYU ⋅ Xuetao Feng ⋅ Yifan Sun
[ OpenReview] 
Poster
None
Tree Rotary Positional Encoding for Extreme Length Extrapolation from Scratch
qiu wu chen ⋅ Ziteng Huang ⋅ Shuhai Zhang ⋅ Zimo Liu ⋅ Linxiao Li ⋅ Ying Sun ⋅ Yuchen Li ⋅ Yifan Zhang ⋅ Yaofo Chen ⋅ Mingkui Tan
[ OpenReview] 
Poster
None
Rationale-Guided Policy Optimization: Learning to Reason with Adaptive Rationale Scaffolding
Hoang Phan ⋅ Minh Pham ⋅ Chau Pham ⋅ Chinmay Hegde ⋅ Trung Le ⋅ Qi Lei
[ OpenReview] 
Poster
None
Accelerating Diffusion Language Models via Structured Suffix Modeling
Zifeng Cheng ⋅ Keda Li ⋅ Zhiwei Jiang ⋅ Cong Wang ⋅ Fei Shen ⋅ Qing Gu
[ OpenReview] 
Poster
None
SAME: Stability-Aware Embedding Extraction in Mixture-of-Experts Language Models
Shufan Yang ⋅ Zifeng Cheng ⋅ Zhiwei Jiang ⋅ Hao Wang ⋅ Miao Xue ⋅ Changhui Sun ⋅ Cong Wang ⋅ Ao Zhou ⋅ Qing Gu
[ OpenReview] 
Poster
None
FoundSurface: Feedforward Ray-Based 3D Scene Surface Reconstruction from Unposed Images
Shenxing Wei ⋅ Jinxi Li ⋅ Zihui Zhang ⋅ Ajay Kumar ⋅ Wei Wang ⋅ Bo Yang
[ OpenReview] 
Poster
None
Divide et Calibra: Multiclass Local Calibration via Vector Quantization
Cesare Barbera ⋅ Lorenzo Perini ⋅ Giovanni De Toni ⋅ Andrea Passerini ⋅ Andrea Pugnana
[ OpenReview] 
Poster
None
On the Convergence of Multicalibration Gradient Boosting
Daniel Haimovich ⋅ Fridolin Linder ⋅ Lorenzo Perini ⋅ Niek Tax ⋅ Milan Vojnovic
[ OpenReview] 
Poster
None
Spectral Re-Basin for Linear Mode Connectivity
Ya-Wei Eileen Lin ⋅ Thomas Dagès ⋅ Daniel Herbst ⋅ Daniel Cremers ⋅ Stefanie Jegelka
[ OpenReview] 
Poster
None
Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics
Sam Gijsen ⋅ Michał Łukomski ⋅ Marc-Andre Schulz ⋅ Kerstin Ritter
[ OpenReview] 
Poster
None
ProQuant: Progressive Quantization-aware Training for Edge MLLMs
Yufei Xue ⋅ Yushi Huang ⋅ Jiawei Shao ⋅ Pingcheng Dong ⋅ Yonghao Tan ⋅ Shiyao Li ⋅ Kwang-Ting Cheng ⋅ Jun Zhang
[ OpenReview] 
Poster
None
Feature-Context Consistency: Unsupervised Adversarial Detection with Drift Stability on Attributed Graphs
Firas Bayram ⋅ Maxime Cordy
[ OpenReview] 
Poster
None
Firefly: Illuminating Verified Real-world Tool Call Data Generation
Yuxuan Lu ⋅ Ziyi Wang ⋅ Yingzhou Lu ⋅ Yisi Sang ⋅ Jiri Gesi ⋅ Xianfeng Tang ⋅ Yimeng Zhang ⋅ Zhenwei Dai ⋅ Hui Liu ⋅ Hanqing Lu ⋅ Chen Luo ⋅ Qi He ⋅ Benoit Dumoulin ⋅ Jing Huang ⋅ Dakuo Wang
[ OpenReview] 
Poster
None
Quasi-Linear ICA for Motor Unit Decomposition during Dynamic Contractions
Alexander K Clarke ⋅ Dimitrios Chalatsis ⋅ Agnese Grison ⋅ Irene Mendez Guerra ⋅ Noura Ezaz-Nikpay ⋅ Pranav Mamidanna ⋅ Shihan Ma ⋅ Silvia Muceli ⋅ Dario Farina
[ OpenReview] 
Poster
None
Geometric Velocity Regularity for Flow Matching on Manifold-Concentrated Data
Shuntuo Xu ⋅ Zhou Yu ⋅ Kenji Fukumizu
[ OpenReview] 
Poster
None
L$^2$EAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks
Po-Nien Kung ⋅ Linfeng Song ⋅ Dawsen Hwang ⋅ Jinsung Yoon ⋅ Chun-Liang Li ⋅ Simone Severini ⋅ Miroslav Olšák ⋅ Edward Lockhart ⋅ Quoc V Le ⋅ Burak Gokturk ⋅ Thang Luong ⋅ Tomas Pfister ⋅ Nanyun Peng
[ OpenReview] 
Poster
None
Geometry-Aware Flow Matching for Sparse-View 3D Gaussian Splatting
Abdullah Azeem ⋅ Ruisheng Wang ⋅ Qingquan Li ⋅ Abubakar Siddique
[ OpenReview] 
Poster
None
LLM-Based Multi-Agent Blackboard System for Information Discovery in Data Science
Alireza Salemi ⋅ Mihir Parmar ⋅ Palash Goyal ⋅ Yiwen Song ⋅ Jinsung Yoon ⋅ Hamed Zamani ⋅ Tomas Pfister ⋅ Hamid Palangi
[ OpenReview] 
Poster
None
PanoHK360: A Large-Scale 8K Urban Panoramic Dataset and Benchmark for Depth Estimation
Yunxiao Chen ⋅ Honghuan Lin ⋅ Ruisheng Wang ⋅ Yujun Liu ⋅ Kun Zhou ⋅ Shangfeng Huang ⋅ Tsz Nam Chan
[ OpenReview] 
Poster
None
Reason in the Words You Speak: Idiolectal Paraphrasing Off-Policy Traces for Reasoning Distillation in VideoLLMs
Ji Soo Lee ⋅ Jinyoung Park ⋅ Seohyun Lee ⋅ Jongha Kim ⋅ Joonmyung Choi ⋅ Jinsung Yoon ⋅ Hyunwoo J. Kim
[ OpenReview] 
Poster
None
SCHOLARPEER: A Multi-Agent Framework for Automated Peer Review
Palash Goyal ⋅ Mihir Parmar ⋅ Yiwen Song ⋅ Hamid Palangi ⋅ Tomas Pfister ⋅ Jinsung Yoon
[ OpenReview] 
Poster
None
Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs
Hamed Khosravi ⋅ Xiaoming Huo
[ OpenReview] 
Poster
None
Don’t Let Gains FADE: Breaking Down Policy Gradient Weights in RL
Juliette Decugis ⋅ Sean O'Brien ⋅ Francis Bach ⋅ Gabriel Synnaeve ⋅ Taco Cohen
[ OpenReview] 
Poster
None
SEED: Self-Speculative Decoding via Implicit Encoder–Decoder
Hankun Lin ⋅ Patrick Pynadath ⋅ Ruqi Zhang
[ OpenReview] 
Poster
None
On-Policy Hindsight Distillation for Early Risk Prediction
Qiannan Zhang ⋅ Fei Wang
[ OpenReview] 
Poster
None
VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild
Junlin Fang ⋅ Wenyu Chen ⋅ Reshmi Ghosh ⋅ Robert Sim ⋅ Ahmed Salem ⋅ Vitor Carvalho ⋅ Emily Lawton ⋅ Sharon Li ⋅ Jack Stokes ⋅ Sean Du
Poster
None
Extrapolative Weight Averaging Reveals Correctness–Efficiency Frontiers in Code RL
Kunhao Zheng ⋅ Juliette Decugis ⋅ Pierre Chambon ⋅ Jonas Gehring ⋅ Taco Cohen ⋅ Benjamin Negrevergne ⋅ Gabriel Synnaeve
[ OpenReview] 
Poster
None
Orthogonal Sparse Subgraph Alignment for Structure-Function Coupling in Brain Networks
Haonan Gao ⋅ Daeyoung Ham ⋅ Yifei Zhang ⋅ Xinyuan Tian ⋅ Shengxian Ding ⋅ Zhao ⋅ Tianxi Li
[ OpenReview] 
Poster
None
Reinforcement Learning for Code Optimization
Pierre Chambon ⋅ Kunhao Zheng ⋅ Juliette Decugis ⋅ Benoît Sagot ⋅ Gabriel Synnaeve
[ OpenReview] 
Poster
None
On the Sparsity-Storage-Accuracy Tradeoff in Parsimoniously Activated Dictionary Learning
Zihui Zhao ⋅ Yang Li
[ OpenReview] 
Poster
None
Emergence of Distortions in High-Dimensional Guided Diffusion Models
Enrico Ventura ⋅ Beatrice Achilli ⋅ Luca Ambrogioni ⋅ Carlo Lucibello
[ OpenReview] 
Poster
None
SAMAT: A Stereotype-Aware Multimodal Transformer for Interpretable Misogynistic Meme Detection
Gopendra Singh
Poster
None
From sequences to schemas: low-rank recurrent dynamics underlie abstract relational representations
Vezha Boboeva ⋅ Alberto Pezzotta ⋅ George Dimitriadis ⋅ Athena Akrami
[ OpenReview] 
Poster
None
RSQ: Learning from Important Tokens Leads to Better Quantized LLMs
Yi-Lin Sung ⋅ Prateek Yadav ⋅ Jialu Li ⋅ Jaehong Yoon ⋅ Mohit Bansal
Poster
None
Reasoning over Coupled Receptive Fields: Eliminating Subgraph Redundancy at Scale
Jing Yang ⋅ Bo Wen ⋅ Yuan Gao ⋅ XiaowenJiang ⋅ Zhihao Zhang ⋅ Shikun Yan
[ OpenReview] 
Poster
None
Rethinking Reward Models for Multi-Domain Test-Time Scaling
Dong Bok Lee ⋅ Seanie Lee ⋅ Sangwoo Park ⋅ Minki Kang ⋅ Jinheon Baek ⋅ Dongki Kim ⋅ Dominik Wagner ⋅ Jiongdao Jin ⋅ Heejun Lee ⋅ Tobias Bocklet ⋅ Jinyu Wang ⋅ Jingjing Fu ⋅ Sung Ju Hwang ⋅ Jiang Bian ⋅ Lei Song
Poster
None
OTIS: Learning High-Quality Time Series Features With Tiny Encoders
Özgün Turgut ⋅ Philip Müller ⋅ Martin Menten ⋅ Daniel Rueckert
Poster
None
Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning
Vinayak Vinayak ⋅ Ananyae bhartari ⋅ Vivek Shenoy
Poster
None
Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization
Minttu Alakuijala ⋅ Ya Gao ⋅ Georgy Ananov ⋅ Samuel Kaski ⋅ Pekka Marttinen ⋅ Alexander Ilin ⋅ Harri Valpola
Poster
None
AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation
Huadai Liu ⋅ Kaicheng Luo ⋅ Wen Wang ⋅ Qian Chen ⋅ Bin Ma ⋅ Xiangang Li ⋅ Wei Xue
[ OpenReview] 
Poster
None
Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows
Shikun Liu ⋅ Mufei Li ⋅ Dongqi Fu ⋅ Haoyu Wang ⋅ Yinglong Xia ⋅ Hong Li ⋅ Hong Yan ⋅ Pan Li
[ OpenReview] 
Poster
None
CURE: Visual Reprogramming of Vision-Language Models under Limited Supervision
Lingzhi Wang ⋅ Wei Wang ⋅ Xinyang Chen
[ OpenReview] 
Poster
None
Many Circuits, One Mechanism: Input Variation and Evaluation Granularity in Circuit Discovery
Alireza Bayat Makou ⋅ Jingcheng Niu ⋅ Subhabrata Dutta ⋅ Iryna Gurevych
Poster
None
PhysElite: How Far Are LLMs from Solving Olympiad-Level Physics Problems?
Ruoran Xu ⋅ Wending Gao ⋅ Liyunfeng Chen ⋅ Aixin Shi ⋅ Haoyu Cheng ⋅ Zixiang.Fang ⋅ Yiqiang Zou ⋅ Qiufeng Wang
[ OpenReview] 
Poster
None
Unified Synthesis of Compositional Speech and Sound from Free-Form Text Prompts
Yuyue Wang ⋅ Xihua Wang ⋅ Xin Cheng ⋅ Yijing Chen ⋅ Ruihua Song
[ OpenReview] 
Poster
None
Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation
Xin Zou ⋅ Haolin Deng ⋅ Yibo Yan ⋅ Shuliang Liu ⋅ Zhiwei Jin ⋅ Chen Chen ⋅ Haonan Lu ⋅ Xuming Hu
[ OpenReview] 
Poster
None
Rational Tuning of LLM Cascades via Probabilistic Modeling
Michael Zellinger ⋅ Matt Thomson
Poster
None
AVOC: Enhancing Hour-Level Audio-Video Understanding in Omni-Modal LLMs via Retrieval-Inspired Token Compression
Yijing Chen ⋅ Wenhui Tan ⋅ Xiaoyi Yu ⋅ Yuyue Wang ⋅ Xin Cheng ⋅ Kaisi Guan ⋅ Hao Jiang ⋅ Xiangyang Li ⋅ Guojie Zhu ⋅ Ruihua Song
[ OpenReview] 
Poster
None
HALO-VGGT: Heterogeneity-Aware Lightweight Online Compression Allocator for Efficient VGGT
Xueling Wang ⋅ Yiwen Wang ⋅ Siqi Cai ⋅ Chen Zhang ⋅ guanghui He
[ OpenReview] 
Poster
None
Beyond ViT Tokens: Masked-Diffusion Pretrained Convolutional Pathology Foundation Model for Cell-Level Dense Prediction
Weiming Chen ⋅ Xitong Ling ⋅ Zhenyang Cai ⋅ Xidong Wang ⋅ Jiawen Li ⋅ Tian Guan ⋅ Benyou Wang ⋅ Yonghong He
[ OpenReview] 
Poster
None
NeuroMem: A Neuroplastic Memory Framework for Lifelong Agents through Delayed Consolidation
Yingyi Cheng ⋅ Xueqiang Han ⋅ Chen Yu
[ OpenReview] 
Poster
None
Memory-Driven Contrastive Embedding Enhancement for Fine-Grained Open-Set Semi-Supervised Learning
Yinan Han ⋅ Qing-Yuan Jiang
[ OpenReview] 
Poster
None
Geometry-Calibrated Conformal Abstention for Language Models
Rui Xu ⋅ Yi Chen ⋅ Sihong Xie ⋅ Hui Xiong
[ OpenReview] 
Poster
None
Robust Conditional Conformal Prediction via Branched Normalizing Flow
Rui Xu ⋅ Xingyuan Chen ⋅ Wenxing Huang ⋅ Minxuan Huang ⋅ Weiyan Chen ⋅ Sihong Xie ⋅ Hui Xiong
[ OpenReview] 
Poster
None
FedIndex: Federated Domain Adaptation with Continuous Domain Indices
qingyang yu ⋅ Hao Wang ⋅ Qizhen Zhang ⋅ Hao Wang
Poster
None
Discovering Symbolic Differential Equations with Symmetry Invariants
Jianke Yang ⋅ Manu Bhat ⋅ Bryan Hu ⋅ Yadi Cao ⋅ Nima Dehmamy ⋅ Robin Walters ⋅ Rose Yu
Poster
None
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
Justin Kay ⋅ Timm Haucke ⋅ Suzanne Stathatos ⋅ Siqi Deng ⋅ Erik Young ⋅ Pietro Perona ⋅ Sara Beery ⋅ Grant Van Horn
Poster
None
Accelerating Inference of Discrete Autoregressive Normalizing Flows by Selective Jacobi Decoding
Jiaru Zhang ⋅ Juanwu Lu ⋅ Xiaoyu Wu ⋅ Ziran Wang ⋅ Ruqi Zhang
Poster
None
Motion Forcing: Decoupling Ego and Object Motion via Sparse Inputs for Structured Video Generation
Tianshuo Xu ⋅ ZhiFei Chen ⋅ Leyi Wu ⋅ Hao LU ⋅ Yingcong Chen
[ OpenReview] 
Poster
None
Think Densely, Act Sparsely: Latent Expert Cognitive Chains for Vision-Language-Action Autonomous Driving
Jie Wang ⋅ Guang Li ⋅ Zhijian Huang ⋅ Jinlong Li ⋅ Chenxu Dang ⋅ Hangjun Ye ⋅ Yahong Han ⋅ Long Chen
[ OpenReview] 
Poster
None
Concept-Based Mechanistic Interpretability Needs a Concrete Evaluation Paradigm
Yiming Tang ⋅ Qinglin Qi ⋅ LIN Zheng ⋅ Dianbo Liu
[ OpenReview] 
Poster
None
Spectral Quantum Memory for Implicit Neural Representations
Daniel A Moroz-Broitman ⋅ Eliya Nachmani
[ OpenReview] 
Poster
None
Test-Time Adaptation via Self-Reinforced Optimal Transport for Zero-Shot OOD Detection with Vision–Language Models
MingCai Chen ⋅ Heng-yang Lu ⋅ Yuntao Du ⋅ Baoming Zhang ⋅ Hao Zhou
[ OpenReview] 
Poster
None
Spectral Adaptive Repositioning for Flow-Based Single-Cell Perturbation Modeling
Shourya Verma ⋅ Mengbo Wang ⋅ Simran Kadadi ⋅ Shahin Mohammadi ⋅ Nadia Lanman ⋅ Ananth Grama
[ OpenReview] 
Poster
None
Gradient Span Algorithms Make Predictable Progress in High Dimension
Felix Benning ⋅ Leif Döring
Poster
None
Instruct-Particulate: Scaling Feed-Forward 3D Object Articulation with Kinematic Control
Ruining Li ⋅ Yuxin Yao ⋅ Matt Zhou ⋅ Chuanxia Zheng ⋅ Christian Rupprecht ⋅ Joan Lasenby ⋅ Shangzhe Wu ⋅ Andrea Vedaldi
[ OpenReview] 
Poster
None
CoLa3D: Composable Latent 3D Decomposition
Xudong Cai ⋅ Yongcai Wang ⋅ Deying Li ⋅ Chuanxia Zheng
[ OpenReview] 
Poster
None
Articraft: An Agentic System for Scalable Articulated 3D Asset Generation
Matt Zhou ⋅ Ruining Li ⋅ Xiaoyang Lyu ⋅ Zhaomou Song ⋅ Zhening Huang ⋅ Chuanxia Zheng ⋅ Christian Rupprecht ⋅ Andrea Vedaldi ⋅ Shangzhe Wu
[ OpenReview] 
Poster
None
Demographic parity in regression and classification within the unawareness framework
Vincent Divol ⋅ Solenne Gaucher
Poster
None
Almost Sure Convergence of Linear Temporal Difference Learning with Arbitrary Features
Jiuqi Wang ⋅ Shangtong Zhang
Poster
None
StarCraft Motion: A Dataset for Agent Simulation in Adversarial and Partially Observable Scenarios
Yi-Chung Chen ⋅ Mingyu Kim ⋅ Ruqi Bai ⋅ James Z Hare ⋅ Jing Gao ⋅ David Inouye
[ OpenReview] 
Poster
None
Hypergraph Generation with Latent Diffusion
Valerio Di Pasquale ⋅ Alessia Antelmi ⋅ Mirko Polato ⋅ Carmine Spagnuolo
[ OpenReview] 
Poster
None
Bayesian Causal Stress Testing: Posterior Fragility of Treatment-Effect Conclusions
Makoto Nakakita ⋅ Teruo Nakatsuma
[ OpenReview] 
Poster
None
Intrinsic Riemannian Cross-covariance for Manifold-valued Random Objects
Carlos Soto ⋅ Cheng Wang ⋅ Zipan Huang ⋅ Xiaoyu Chen
[ OpenReview] 
Poster
None
Generalized Robust Adaptive-Bandwidth Multi-View Manifold Learning in High Dimensions with Noise
Xiucai Ding ⋅ Chao Shen ⋅ Hau-Tieng Wu
Poster
None
Bayes-Sufficient Compression Is Not Enough: How Communication Helps in Multi-Agent Systems?
Yi Xie ⋅ Zhanke Zhou ⋅ Yi Fan ⋅ Yong Ge ⋅ Bo Han ⋅ Bo Liu
[ OpenReview] 
Poster
None
On the Information Loss of Multi-Token Prediction: Origin and Solution
Tangyu Jiang ⋅ Zhanke Zhou ⋅ Haodi Wang ⋅ Yiu-ming Cheung ⋅ Xiaohua Jia ⋅ Bo Han
[ OpenReview] 
Poster
None
RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with LLMs
Xiao Feng ⋅ Bo Han ⋅ Zhanke Zhou ⋅ Jiaqi Fan ⋅ Jiangchao Yao ⋅ Ka H Li ⋅ Dahai Yu ⋅ Michael Ng
[ OpenReview] 
Poster
None
Learning When to Collaborate: Selective Multi-Agent Medical Reasoning via Uncertainty-Aware Routing
Jiacheng Hou ⋅ Xueliang Cui ⋅ Dan Lu ⋅ Ruxin Wang
[ OpenReview] 
Poster
None
Mind the Gap: Dataset and Fine-grained Evaluation for Inline Audio Descriptions
Subhashini Venugopalan ⋅ Yingwen Tan ⋅ Taylor Roper ⋅ Jimmy Tobin ⋅ Anton Kast ⋅ Alicia Martin ⋅ Sam Sepah ⋅ Amy Pavel
[ OpenReview] 
Poster
None
ARC-Encoder: learning compressed text representations for large language models
Hippolyte Pilchen ⋅ Edouard Grave ⋅ Patrick Perez
Poster
None
DeepVoting: Learning and Improving Voting Rules with Fine-Tuning
Leonardo Matone ⋅ Ben Abramowitz ⋅ Ben Armstrong ⋅ Avinash Balakrishnan ⋅ Nicholas Mattei
[ OpenReview] 
Poster
None
Surjective Pseudo-Invertible Neural Networks
Yamit Ehrlich ⋅ Amit Arad ⋅ Nimrod Berman ⋅ Assaf Shocher
[ OpenReview] 
Poster
None
TSNBench: Benchmarking LLM Proficiency in Time-Sensitive Networking
Rubi Debnath ⋅ Daniel Bujosa ⋅ Luxi Zhao ⋅ Silviu S Craciunas ⋅ Paul Pop ⋅ Sebastian Steinhorst
[ OpenReview] 
Poster
None
ProAlign: Progressive Positional and Prototype-Guided Alignment for Aerial-Ground Person Re-Identification
Qiao Li ⋅ Jing Chen ⋅ Cong Wu ⋅ Kun He ⋅ Ruiying Du ⋅ Lei Tan
[ OpenReview] 
Poster
None
Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds
Jiaming Bian ⋅ Bingliang Li ⋅ Yuehao Wu ⋅ Pichao WANG ⋅ Zhi Wang ⋅ Hailan Ma ⋅ Huadong Mo ⋅ Zhenhong Sun
[ OpenReview] 
Poster
None
Isharah-Selfie: Continuous Sign Language Recognition Dataset for One-handed Signing
Ahmed A Hasanaath ⋅ Murtadha Aljubran ⋅ Sarah Alyami ⋅ Muhammad Haris Khan ⋅ Hamzah Luqman
[ OpenReview] 
Poster
None
OxyGen: Unified KV Cache Management for VLA Inference under Multi-Task Parallelism
Xiangyu Li ⋅ Huaizhi Tang ⋅ Xin Ding ⋅ Weijun Wang ⋅ Ting Cao ⋅ Yunxin Liu
[ OpenReview] 
Poster
None
SMILE: Bridging Continuous Optimization and Discrete Symbolic Recovery
Mansooreh Montazerin ⋅ Antonio Ortega ⋅ Ajitesh Srivastava
[ OpenReview] 
Poster
None
PhysGraphNet: Physical-State Scene Graphs via Latent Graph Reasoning and Counterfactual Supervision
Zhengtao Yao ⋅ Runhao Li ⋅ Yan Wen ⋅ Guang Yang ⋅ Siheng Wang ⋅ Chenhao Wei ⋅ Rongchao Zhang ⋅ Guoqing Ma ⋅ Haoyan Xu ⋅ Junhao Dong
[ OpenReview] 
Poster
None
TrackTok: Object-Centric Video Tokenization with Semantically Persistent Tokens
Nhi Pham ⋅ Christopher Wewer ⋅ Bernt Schiele ⋅ Jonas Fischer ⋅ Jan Eric Lenssen
[ OpenReview] 
Poster
None
Diagnosing Math-Reasoning Failure Structure with Milestone Oracles
Zhuohan Wang ⋅ Haoran Ma ⋅ Tianyu Wu ⋅ Yuanlin Duan ⋅ Zichun Liao ⋅ Jieming Yu
[ OpenReview] 
Poster
None
MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization
Shaoxiong Zhan ⋅ Shi Hu ⋅ Hai Lin ⋅ BoyuFeng ⋅ Andrew Gong ⋅ Zhengda Zhou ⋅ Jiaying Zhou ⋅ Yunyun Hou ⋅ Hao Su ⋅ Hai-Tao Zheng
[ OpenReview] 
Poster
None
D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting
Tianyu Wu ⋅ Yu Yao ⋅ Zhenting Qi ⋅ Han Zheng ⋅ Chengxi Zhang ⋅ Zhuohan Wang ⋅ Haoran Ma ⋅ Zichun Liao ⋅ Himabindu Lakkaraju ⋅ Ju Li ⋅ Yilun Du
[ OpenReview] 
Poster
None
CARD: Internalizing Expert Critique into Reinforcement Learning for Deep Search
Yanyu Zhu ⋅ Hoilam Pao ⋅ Zhaoyu Hu ⋅ Yufei zhang ⋅ Jiajun Chai ⋅ Guojun Yin ⋅ Wei Lin ⋅ Dongnian Wang ⋅ Hai-Tao Zheng ⋅ Hong-Gee Kim ⋅ Shaoxiong Zhan
[ OpenReview] 
Poster
None
Optimized Forward-Backward Rematerialization for Memory-Efficient Pipeline Parallel Training
Adrien Aguila-Multner ⋅ Olivier Beaumont ⋅ Lionel Eyraud-Dubois ⋅ Julia Gusak
[ OpenReview] 
Poster
None
TACO: Towards Task-Consistent Open-Vocabulary Adaptation in Video Recognition
Minghao Zhu ⋅ Xiao Lin ⋅ Mengxian Hu ⋅ Xun Zhou ⋅ Liuyi Wang ⋅ Xiaoyan Qi ⋅ Chengju Liu ⋅ Qijun Chen
[ OpenReview] 
Poster
None
What Does the Brain See? Multiview Neural Representation to Demystify the Brain-Visual Alignment
Salini Yadav ⋅ Taveena Lotey ⋅ Pravendra Singh ⋅ Partha P Roy
[ OpenReview] 
Poster
None
Predicting Species Splits: A Challenging Fine-Grained Benchmark for Category Discovery
Christian Lange ⋅ Joakim Bruslund Haurum ⋅ Bingchen Zhao ⋅ Oisin Mac Aodha
[ OpenReview] 
Poster
None
LibriBrain100: One Hundred Hours of Broad and Deep MEG Data for Neural Speech Decoding at Scale
Francesco Mantegna ⋅ Dulhan Jayalath ⋅ Gereon Elvers ⋅ Tasha Kim ⋅ Benjamin Ballyk ⋅ SungJun Cho ⋅ Teyun Kwon ⋅ Luisa Kurth ⋅ Miran Özdogan ⋅ Gilad Landau ⋅ Pratik Somaiya ⋅ Natalie Voets ⋅ Mark Woolrich ⋅ Oiwi Parker Jones
[ OpenReview] 
Poster
None
Retrieve-then-Rerank Inference for Vocabulary-Based End-to-End Driving
Hyunjun Kim ⋅ Donggue Kim ⋅ Kichun Jo
[ OpenReview] 
Poster
None
PRISM: Polarimetric Road-surface Intelligent Sensing and Measurement Dataset
Minseo Jung ⋅ Chanwoo Kim ⋅ Donggue Kim ⋅ Hyunjun Kim ⋅ Jeongwoo Park ⋅ Kichun Jo
[ OpenReview] 
Poster
None
Beyond a Single Score: An Audit of Aesthetic Evaluation in Text-to-Image Pipelines Across Subcultural Visual Languages
Dan Li ⋅ Ling Fan ⋅ Lei Xia ⋅ Mudasir Ahmed ⋅ Yuying Pei
[ OpenReview] 
Poster
None
Unified Forensic Preference Learning for Generalizable Synthetic Image Detection
Laixin Zhang ⋅ Shuaibo Li ⋅ Wei Ma ⋅ Jianyu Lai ⋅ Lei Zhu ⋅ Hongbin Zha
[ OpenReview] 
Poster
None
ROAD: Rule-Grounded Context-Aware Open-World Driver Anomaly Detection
Yingjin Li ⋅ Shuaibo Li ⋅ Wei Ma ⋅ Zhijie Qiu ⋅ Fuxiang Zhai ⋅ Sixiang Chen ⋅ Zhaolu Kang ⋅ Lei Zhu
[ OpenReview] 
Poster
None
DRILL: Training World Models to Improve Policies, Not Predict Pixels
Zhaolu Kang ⋅ Tailong Luo ⋅ Sihan Liu ⋅ Guangyuan Dong ⋅ Siheng Wang ⋅ Lei Wei ⋅ Shuaibo Li ⋅ Rongchao Zhang ⋅ Zhen Tian ⋅ richeng xuan ⋅ Zhichao Hu
[ OpenReview] 
Poster
None
Safe, or Simply Incapable? Rethinking Safety Evaluation for Phone-Use Agents
Zhengyang Tang ⋅ Yi Zhang ⋅ Chenxin Li ⋅ Xin Lai ⋅ Pengyuan Lyu ⋅ Yiduo Guo ⋅ Weinong Wang ⋅ Junyi Li ⋅ Yang Ding ⋅ Huawen Shen ⋅ Zhengyao Fang ⋅ Xingran Zhou ⋅ Liang Wu ⋅ Fei Tang ⋅ Sunqi Fan ⋅ Shangpin Peng ⋅ Zheng Ruan ⋅ anran zhang ⋅ Benyou Wang ⋅ Chengquan Zhang ⋅ Han Hu
[ OpenReview] 
Poster
None
STAR-Math: Multi-Agent Mathematical Reasoning under Persistent Meta-Strategic Supervision
Jiaao Wu ⋅ Xian Zhang ⋅ Hanzhang Liu ⋅ Sophia Zhang ⋅ Fan Yang ⋅ Yinpeng Dong
[ OpenReview] 
Poster
None
When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting
Ariel Smogorghevski ⋅ Nir Rosenfeld ⋅ Yaniv Romano
[ OpenReview] 
Poster
None
One Loss to Rule Them All: Marked Time-to-Event for Structured EHR Foundation Models
Zilin Jing ⋅ Vincent Jeanselme ⋅ Yuta Kobayashi ⋅ Simon Lee ⋅ Chao Pang ⋅ Aparajita Kashyap ⋅ Yanwei Li ⋅ Xinzhuo Jiang ⋅ Shalmali Joshi
[ OpenReview] 
Poster
None
RedVLA: Physical Red Teaming for Vision-Language-Action Models
Yuhao Zhang ⋅ Borong Zhang ⋅ Jiaming Fan ⋅ Jiachen Shen ⋅ Yishuai Cai ⋅ Yaodong Yang ⋅ Jiaming Ji
[ OpenReview] 
Poster
None
KerONet: A Single Softmax Readout Suffices for Physics-Informed Operator Learning
Seth Dale ⋅ Carolyn Koh ⋅ Dinesh Mehta
[ OpenReview] 
Poster
None
How Deep Are Deep GPs, Really? A Sharp Threshold and a Non-Gaussian Limit for Compositional GPs
Mark Kozdoba ⋅ Shie Mannor
[ OpenReview] 
Poster
None
LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling
Haewon Jeon ⋅ Si-Hyeon Lee
[ OpenReview] 
Poster
None
Statistical Query Lower Bounds for Smoothed Agnostic Learning
Ilias Diakonikolas ⋅ Daniel Kane
[ OpenReview] 
Poster
None
PANDA: Prior-guided Attentional Dual-path Architecture
Rishabh Jain ⋅ Federico Belotti ⋅ Stefano Coniglio ⋅ Pietro Lió ⋅ Stefano Fiorini
[ OpenReview] 
Poster
None
A Theory of Online Learning with Autoregressive Chain-of-Thought Reasoning
Idan Mehalel ⋅ Ilan Doron-Arad ⋅ Elchanan Mossel
[ OpenReview] 
Poster
None
Open-Ended Scientific Discovery and the Social Dynamics of Evolving Agent Networks
Tennison Liu ⋅ Silas Ruhrberg Estévez ⋅ Rob Davis ⋅ Ryan M Sheridan ⋅ David Bentley ⋅ Mihaela van der Schaar
[ OpenReview] 
Poster
None
Sharper Regret Bounds for Shampoo
Dahngoon Kim ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
Conditional misalignment: common interventions can hide emergent misalignment behind contextual triggers
Jan Dubiński ⋅ Jan Betley ⋅ Anna Sztyber-Betley ⋅ Daniel Tan ⋅ Owain Evans
[ OpenReview] 
Poster
None
Demystifying Classifier-Free Guidance for Auto-Regressive Image Generation
Zhiling Zhou ⋅ Jiachun Pan ⋅ Fengzhuo Zhang ⋅ Dirk Bergemann ⋅ Zhuoran Yang
[ OpenReview] 
Poster
None
Privately Clipping Heavy-Tailed Data
Matthew Joseph ⋅ Alex Kulesza
[ OpenReview] 
Poster
None
Backtracking with Linear-in-Depth Search-Space Growth: Width-Limited Tree Search for Large Language Models
Jiacheng Xu ⋅ Fuxiang Zhang ⋅ Chaojie Wang ⋅ Bo An
[ OpenReview] 
Poster
None
Select Smarter, Not More? Prompt-Aware Evaluation Scheduling with Submodular Guarantees
haoyue liu ⋅ Xiaoyu Ma ⋅ Yiwen li ⋅ Zhichao Wang ⋅ Shuguang Cui ⋅ Xiaoying Tang
[ OpenReview] 
Poster
None
Tight Gap-Dependent Regret Bounds and Problem-Independent Bounds for Cost-aware Cascading Bandits
Yuji TAMAKOSHI ⋅ Shinji Ito
[ OpenReview] 
Poster
None
Know Your Task, Learn It Right: Task-Aware Optimistic Value Learning for Multi-Task Multi-Agent Reinforcement Learning
Chang Liu ⋅ Mengyang Li
[ OpenReview] 
Poster
None
VETime: Vision Enhanced Zero-Shot Time Series Anomaly Detection
Yingyuan Yang ⋅ Tian Lan ⋅ Yifei Gao ⋅ Yimeng Lu ⋅ Xuming An ⋅ Wenjun He ⋅ Meng Wang ⋅ Chenghao Liu ⋅ Chen Zhang
[ OpenReview] 
Poster
None
VI-CuRL: Stabilizing Verifier-Independent RL Reasoning via Confidence-Guided Variance Reduction
Xin-Qiang Cai ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
Asking the Right Questions: Improving Reasoning with Generated Stepping Stones
Hengyuan Hu ⋅ Tingchen Fu ⋅ Minqi Jiang ⋅ Alexander Miller ⋅ Yoram Bachrach ⋅ Jakob Foerster
[ OpenReview] 
Poster
None
Risk-Aware Action Repetition via Expected Skip Evaluation
Hyunwoo Park ⋅ Junhyeok Um ⋅ Baek-Ryun Seong ⋅ Sang-Ki Ko
[ OpenReview] 
Poster
None
Class–Domain Discriminability Guided Representation Enhancement for Domain Generalization
Bin Zheng ⋅ Junbiao Cui ⋅ Jiao Zhao ⋅ Jiye Liang
[ OpenReview] 
Poster
None
Space Group Conditional Flow Matching
Omri Puny ⋅ Yaron Lipman ⋅ Benjamin K Miller
[ OpenReview] 
Poster
None
A Minimal Interpretable Architecture for Zero-Shot Reconstruction of Dynamical Systems
Christoph Jürgen Hemmer ⋅ Florian Plaswig ⋅ Daniel Durstewitz
[ OpenReview] 
Poster
None
What Sketches Tell Us about LVLMs: Conventions, Grounding, and Localisation
Chaitat Utintu ⋅ Ahmed Bourouis ⋅ ARKAPRABHA BASU ⋅ Yi-Zhe Song
[ OpenReview] 
Poster
None
Local Manifold Identification with Latent Linear Models and OT Flows
Sherman Khoo ⋅ Song Liu ⋅ Mark Beaumont
[ OpenReview] 
Poster
None
DELTA-TTS: Adapting Autoregressive Model into a Diffusion Language Model for Text-to-Speech
Junwon Moon ⋅ Yejin Lee ⋅ Seungbeom Kim ⋅ Hoseong Ahn ⋅ Sewoong Park ⋅ Heeseung Kim ⋅ Kyuhong Shim
[ OpenReview] 
Poster
None
AI-Mediated Communication Can Steer Collective Opinion
Stratis Tsirtsis ⋅ Kai Rawal ⋅ Chris Russell ⋅ Brent Mittelstadt ⋅ Sandra Wachter
[ OpenReview] 
Poster
None
Atomic Trajectory Modeling with State Space Models for Biomolecular Dynamics
Liang Shi ⋅ Jiarui Lu ⋅ Junqi Liu ⋅ Chence Shi ⋅ Zhi Yang ⋅ Jian Tang
[ OpenReview] 
Poster
None
Optimal Dimension-Free Sampling for Regularized Classification
Meyam Alishahi ⋅ Alexander Munteanu ⋅ Simon Omlor ⋅ Jeff M Phillips
[ OpenReview] 
Poster
None
Identification and Bounding of Joint Expectation over Potential Outcomes
Yuta Kawakami ⋅ Jin Tian
[ OpenReview] 
Poster
None
Fault Tolerant Coresets
Milind Prabhu ⋅ Chris Schwiegelshohn ⋅ Sudarshan Shyam
[ OpenReview] 
Poster
None
On the Limits of Latent Reuse in Diffusion Models
Yifeng Yu ⋅ Lu Yu
[ OpenReview] 
Poster
None
LACE: Latent Alignment via Counterfactual Embeddings
Harsh Udai ⋅ Konda Reddy Mopuri
[ OpenReview] 
Poster
None
Towards Identifiable Latent Additive Noise Models
Yuhang Liu ⋅ Zhen Zhang ⋅ Dong Gong ⋅ Erdun Gao ⋅ Biwei Huang ⋅ Mingming Gong ⋅ Anton van den Hengel ⋅ Kun Zhang ⋅ Prof Javen Qinfeng Shi
[ OpenReview] 
Poster
None
Efficient Training of Deep Spiking Neural Networks with Input-Driven Derivative-Free Updates
Yongbo Zhang ⋅ Xinzhe Li ⋅ Katsuma Inoue ⋅ Mitsumasa Nakajima ⋅ Toshikazu Hashimoto ⋅ Yasuo Kuniyoshi ⋅ Kohei Nakajima
[ OpenReview] 
Poster
None
Equivariant Reinforcement Learning for Clifford Quantum Circuit Synthesis
Richie Yeung ⋅ Aleks Kissinger ⋅ Rob Cornish
[ OpenReview] 
Poster
None
From Intent to Evidence: A Categorical Approach for Structural Evaluation of Deep Research Agents
Shuoling Liu ⋅ Zhiquan Tan ⋅ Kun Yi ⋅ Hui Wu ⋅ Yihan Li ⋅ Jiangpeng Yan ⋅ Liyuan Chen ⋅ Kai Chen ⋅ Qiang Yang
[ OpenReview] 
Poster
None
Finite Resources False Discovery Rate Control on Structured Hypothesis Spaces
Binyamin Perets ⋅ Shie Mannor
[ OpenReview] 
Poster
None
Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation
Andreas Haupt ⋅ Justin Hartenstein ⋅ Anka Reuel-Lamparth ⋅ Mykel J Kochenderfer ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
None
The Constitutional Coverage Trilemma in AI Governance
Natalija Mitic ⋅ Soona S O. ⋅ Mamadou S Ly ⋅ Moustapha Cisse
[ OpenReview] 
Poster
None
Editing Large Language Models with Geometry-Aware Regularization
Bingqing Liu ⋅ Wei Liu ⋅ Jun Wang ⋅ Xiaobo sun ⋅ Yuhua Li ⋅ Ruixuan Li
[ OpenReview] 
Poster
None
RepoZero: Can LLMs Generate a Code Repository from Scratch?
Zhaoxi Zhang ⋅ Yiming Xu ⋅ Jiahui Liang ⋅ Weikang Li ⋅ Xiaoshuai Chen ⋅ Liwei Qian ⋅ Xin Pei ⋅ Jizhou Huang ⋅ Rui Sun ⋅ Yunfang Wu
[ OpenReview] 
Poster
None
FMMI: Flow Matching Mutual Information Estimation
Ivan Butakov ⋅ Alexander Semenenko ⋅ Valeriia Kirova ⋅ Ivan Oseledets ⋅ Alexey Frolov
[ OpenReview] 
Poster
None
Learning through Internalization
Nirmit Joshi ⋅ Marko Medvedev ⋅ Nikolaos Tsilivis ⋅ Julia Kempe ⋅ Nati Srebro
[ OpenReview] 
Poster
None
Zero-Shot Coordination among LLM Agents
Adrian Hayler ⋅ Shashank Reddy Chirra ⋅ Andrei Lupu ⋅ Johannes Forkel ⋅ Bidipta Sarkar ⋅ Siheng Feng ⋅ Jakob Foerster
[ OpenReview] 
Poster
None
A Compass for Useful Data: Online Data Selection via Alignment-Gated Fisher Geometry
Jingwen Zhang ⋅ Jianrui Shi ⋅ Zheng Wang ⋅ Wanfang Chen ⋅ Yaping Wang ⋅ Kaixuan Zhang
[ OpenReview] 
Poster
None
Can Hybrid-Parallel Planning Support Alternating Model–Strategy Design? Dependency-Keyed Per-Layer Primitives for Re-Planning
RUIWEN WANG ⋅ Thibaut Tachon ⋅ Chong Li ⋅ Raja Appuswamy
[ OpenReview] 
Poster
None
Breaking the Uniformity Trap: Scaling Video Diffusion Model via SplitMoE
Yu Xu ⋅ Yuxin Zhang ⋅ Xiao Yang ⋅ Haotian Yang ⋅ Yizhi Wang ⋅ Xinwei Huang ⋅ Minxuan Lin ⋅ Angtian Wang ⋅ Chongyang Ma ⋅ Fan Tang
[ OpenReview] 
Poster
None
Hypernetworks for Dynamic Feature Selection
Javier Fumanal Idocin ⋅ Raquel Fernandez-Peralta ⋅ Javier Andreu-Perez
[ OpenReview] 
Poster
None
Dynamic Model Merging Made Slim
Guodong DU ⋅ Wanyu Lin
[ OpenReview] 
Poster
None
NestedVLA: Learning to Consolidate and Generate Skills for Vision-Language-Action Model
Guodong DU ⋅ Wanyu Lin
[ OpenReview] 
Poster
None
Human-AI Teaming Through the Lens of Calibration
Eric Nalisnick ⋅ Chi Zhang ⋅ Chengxin Qian ⋅ Yixin Wang
[ OpenReview] 
Poster
None
Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime
Albert Alcalde ⋅ Leon Bungert ⋅ Konstantin Riedl ⋅ Tim Roith
[ OpenReview] 
Poster
None
Video Models Can Reason with Verifiable Rewards
Tinghui Zhu ⋅ Sheng Zhang ⋅ James Yipeng Huang ⋅ Selena Song ⋅ Xiaofei Wen ⋅ Yuankai Li ⋅ Hoifung Poon ⋅ Muhao Chen
[ OpenReview] 
Poster
None
Re-evaluating Confidence Remasking in Masked Diffusion Language Models
Stipe Frkovic ⋅ Metod Jazbec ⋅ Dan Zhang ⋅ Christian Andersson Naesseth ⋅ Ilija Bogunovic ⋅ Eric Nalisnick
[ OpenReview] 
Poster
None
Self-Compacting Language Model Agents
Tianjian Li ⋅ Jingyu (Jack) Zhang ⋅ Xi Wang ⋅ William Jurayj ⋅ Chuanyang Jin ⋅ Mehrdad Farajtabar ⋅ Eric Nalisnick ⋅ Daniel Khashabi
[ OpenReview] 
Poster
None
Does Mixed Label Imbalance Matter to Minority Collapse in Imbalanced Learning?
Hoyong Kim ⋅ Kangil kim
[ OpenReview] 
Poster
None
HearSayBench: Can LLMs Navigate from Abstract Human Rights to Lived Lives?
Sobhan Lotfi ⋅ Ava Iranmanesh ⋅ Ali Iranmanesh ⋅ Liwei Jiang
[ OpenReview] 
Poster
None
ChildPose: Foundation for Children Pose Modeling
Jiakai Chen ⋅ Yifan Shen ⋅ Boyi Li ⋅ Chuanmiao Dong ⋅ Xu Cao
[ OpenReview] 
Poster
None
Cross-Channel Agreement Beats Consensus: Compositional Verification for Geometry Reasoning
ShaoWei Huang ⋅ Zefei Gao ⋅ Yuting Yu ⋅ Hao Yang ⋅ ZiYu Yang ⋅ Mingchi Sun ⋅ Yu Guo
[ OpenReview] 
Poster
None
Reasoning Warm-up: Scaling Label-free RL via Verifiable Surrogate Rewards
Jun Nie ⋅ Bo Han ⋅ Jiaqi Fan ⋅ Yonggang Zhang ⋅ Xinmei Tian ⋅ Dahai Yu ⋅ Michael Ng
[ OpenReview] 
Poster
None
JuICE: A Benchmark for Evaluating LLM-Judge in Identifying Cultural Errors
Jiho Jin ⋅ Junho Myung ⋅ Juhyun Oh ⋅ Junyeong Park ⋅ Rifki A Putri ⋅ Sunipa Dev ⋅ Vinodkumar Prabhakaran ⋅ Alice Oh
[ OpenReview] 
Poster
None
Not All Proofs Are Equal: Evaluating LLM Proof Quality Beyond Correctness
Ivo Petrov ⋅ Jasper Dekoninck ⋅ Dimitar I. Dimitrov ⋅ Martin Vechev
[ OpenReview] 
Poster
None
WsiSSM: A Weakly Supervised Subset-Matching Framework for Unified Classification and Segmentation of Histopathology Whole Slide Images
Guangjian Zeng ⋅ Siyuan Tao ⋅ Chengzhi Zhao ⋅ Xiaoqing Li ⋅ Na Tang ⋅ Wenting Huang ⋅ Shenying Fang
[ OpenReview] 
Poster
None
When the Same Coefficients Reach Different Places: Asymmetric Realizability in Transplanting Tokenizers across Large Language Models
Xiaoze Liu ⋅ Weichen Yu ⋅ Matt Fredrikson ⋅ Xiaoqian Wang ⋅ Jing Gao
[ OpenReview] 
Poster
None
E4GEN: Event-level Explainable Extreme-Enhanced Time-series Generation
Lin Jiang ⋅ Dahai Yu ⋅ Ximiao Li ⋅ Guang Wang
[ OpenReview] 
Poster
None
Back to Blackwell: Closing the Loop on Intransitivity in Multi-Objective Preference Fine-Tuning
Jiahao Zhang ⋅ Lujing Zhang ⋅ Keltin Grimes ⋅ Zhuohao Yu ⋅ Gokul Swamy ⋅ Steven Wu
[ OpenReview] 
Poster
None
Universal Time Series Generation with Neural Controlled Differential Equations
Torben Berndt ⋅ Elyes Farjallah ⋅ Leif Seute ⋅ RAEID SAQUR ⋅ Benjamin Walker ⋅ Jan Stühmer
[ OpenReview] 
Poster
None
Regret minimization in Linear Bandits with offline data via extended D-optimal exploration.
Sushant Vijayan ⋅ Arun Suggala ⋅ Karthikeyan Shanmugam ⋅ Soumyabrata Pal
Poster
None
CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios
Huiyang Yi ⋅ Xiaojian Shen ⋅ Yonggang Wu ⋅ Duxin Chen ⋅ He Wang ⋅ Wenwu Yu
[ OpenReview] 
Poster
None
Test-Time Personalization: A Diagnostic Framework and Probabilistic Fix for Scaling Failures
Linhai Zhang ⋅ Yulan He
[ OpenReview] 
Poster
None
Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM
Wenqian Cui ⋅ Xiao-Hui Li ⋅ Daxin Tan ⋅ Qiyong Zheng ⋅ Irwin King
[ OpenReview] 
Poster
None
Smooth Flow Matching for Synthesizing Functional Data
Jianbin Tan ⋅ Anru Zhang
Poster
None
MLLM-Edit: Benchmarking Image Forgery Detection and Localization under MLLM-based Editing
Zeqin Yu ⋅ Ye Tian ⋅ Jian Zhang ⋅ Jiangqun Ni ⋅ Lanyun Zhu ⋅ Alex Kot ⋅ Xudong Jiang
[ OpenReview] 
Poster
None
Invariance and Body-Order Compose Additively: Minimax Rates on $\mathrm{SO}(3)^n$
Zheshuo Li ⋅ Zhengxiong Li
[ OpenReview] 
Poster
None
AdShot: Benchmarking Multimodal Large Language Models for Video Advertisement Clipping
Wen Xie ⋅ Om Rastogi ⋅ Sai S Rangoju ⋅ Gijs Overgoor ⋅ Yakov Bart ⋅ Sarah Ostadabbas
[ OpenReview] 
Poster
None
Exact Flow Linear Attention: Exact Solution from Continuous-Time Dynamics
Jingdi Lei ⋅ Di Zhang ⋅ Soujanya Poria
[ OpenReview] 
Poster
None
KiteNorm: Variance Regularisation for Stable and Scalable Post-LN Transformers
Leon A Trochelmann ⋅ Sajad Movahedi ⋅ Shiwei Liu ⋅ Antonio Orvieto
[ OpenReview] 
Poster
None
$\delta$-Mem: : Efficient Online Memory For Large Language Models
Jingdi Lei ⋅ Di Zhang ⋅ Junxian Li ⋅ Weida Wang ⋅ Kaixuan Fan ⋅ Xiang Liu ⋅ Qihan Liu ⋅ Xiaoteng Ma ⋅ Baian Chen ⋅ Soujanya Poria
[ OpenReview] 
Poster
None
Contextual Flow Matching: Adaptive Step Selection in Flow Models for Efficient Visual Generation
Divya Jyoti Bajpai ⋅ Arun Verma ⋅ Manjesh Kumar Hanawal
[ OpenReview] 
Poster
None
BarrierSteer: LLM Safety via Learning Barrier Steering
Thanh Tran ⋅ Arun Verma ⋅ Kiwan Wong ⋅ Bryan Kian Hsiang Low ⋅ Daniela Rus ⋅ Wei Xiao
[ OpenReview] 
Poster
None
Geometric Prompt-Trajectory Planning for Test-Time Scaling
Zhengqi Pei ⋅ Anran Zhang ⋅ Qingming Huang ⋅ Shuhui Wang
[ OpenReview] 
Poster
None
Meta-Learning Preferences for Multilingual LLM Alignment
Jiaying Lin ⋅ Seongho Son ⋅ Nam P Tran ⋅ Long Tran-Thanh ⋅ Ilija Bogunovic ⋅ Debmalya Mandal
[ OpenReview] 
Poster
None
Cross-Domain Knowledge Separation and Positive Transmission for Noisy Domain Incremental Learning
Kunlun Xu ⋅ Zhengyuan Cai ⋅ Jiahuan Zhou
[ OpenReview] 
Poster
None
GeoDial: A Multimodal Dialog Tutoring Dataset for Geometry Problem-Solving with Visual Tutor Turns
Sankalan Pal Chowdhury ⋅ Junling Wang ⋅ Donya Rooein ⋅ April Wang ⋅ Mrinmaya Sachan
[ OpenReview] 
Poster
None
Provably Accurate Shapley Value Estimation in High Dimensions via Sparse Leverage Sampling
Ricardo Parada ⋅ Akbarkhuja Anvarkhujaev ⋅ Carlos Martin ⋅ William Chang ⋅ Long Tran-Thanh ⋅ Nam P Tran
[ OpenReview] 
Poster
None
DAPS: Dependency-Aware Premise Selection for LLM Theorem Proving
Zixuan Chen ⋅ Wenyuan Jiang ⋅ Junling Wang ⋅ Mrinmaya Sachan ⋅ Yinya Huang
[ OpenReview] 
Poster
None
A Single-Sample Polylogarithmic Regret Bound for Nonstationary Online Linear Programming
Haoran Xu ⋅ Owen Shen ⋅ Peter W Glynn ⋅ Yinyu Ye ⋅ Patrick Jaillet
[ OpenReview] 
Poster
None
An Enigma of Artificial Reason: Investigating the Production-Evaluation Gap in Large Reasoning Models
Mingzhong Sun ⋅ Teresa Yeo ⋅ Armando Solar-Lezama ⋅ Tan Zhi-Xuan
[ OpenReview] 
Poster
None
Generation Navigator: A State-Aware Agentic Framework for Image Generation
Jinming Liu ⋅ Ruoyu Feng ⋅ Yuqi Wang ⋅ Wenjun Zeng ⋅ Xin Jin
[ OpenReview] 
Poster
None
State-of-art minibatches via novel DPP kernels: discretization, wavelets, and rough objectives
Hoang Son Tran ⋅ Pranav Gupta ⋅ Rémi Bardenet ⋅ Subhroshekhar Ghosh
[ OpenReview] 
Poster
None
Conformal Language Modeling via Posterior Sampling
Nicolas Emmenegger ⋅ Theo X. Olausson ⋅ Armando Solar-Lezama ⋅ Chara Podimata
[ OpenReview] 
Poster
None
PLATO: Pointer Learner for Agent and Task Openness
Alireza Saleh Abadi ⋅ Leen-Kiat Soh ⋅ Daniel A Redder ⋅ Adam Eck ⋅ Prashant Doshi
[ OpenReview] 
Poster
None
PhyMo: Learning Physical Dynamics with Accurate and Continuous Motion from Multi-View Videos
Shangjia Liu ⋅ Jinxi Li ⋅ Siyuan Zhou ⋅ Bo Yang ⋅ Bing WANG
[ OpenReview] 
Poster
None
Learning What Evaluators Value: A Reliable Approach to Modeling Evaluator Preferences
Madeline Kitch ⋅ Nihar Shah
[ OpenReview] 
Poster
None
FedVaccine: Knowledge Recall after Spatial-Temporal Catastrophic Forgetting in Federated Continual Learning via Gradient-Based Vaccine
Hao Yu ⋅ Xin Yang ⋅ Boyang Fan ⋅ Xuemei Cao ⋅ Lingfei Ren ⋅ Hanlin Gu ⋅ Yang Liu ⋅ Qiang Yang
[ OpenReview] 
Poster
None
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models
Alessandro Favero ⋅ Antonio Sclocchi ⋅ Matthieu Wyart
Poster
None
Smooth Partial Lotteries for Stable Randomized Selection
Alexander Goldberg ⋅ Giulia Fanti ⋅ Nihar Shah
[ OpenReview] 
Poster
None
Doomed to Re-Annotate, Forever: The ImageNet Story
Illia Volkov ⋅ Nikita Kisel ⋅ Tetiana Mishkina ⋅ Klara Janouskova ⋅ Jiri Matas
[ OpenReview] 
Poster
None
DynaTokens: Teaching Dynamics to Camera-Controlled Video Models at Test Time
Ziqi Ma ⋅ Hongqiao Chen ⋅ Georgia Gkioxari
[ OpenReview] 
Poster
None
TopoFisher: Learning Topological Summary Statistics by Maximizing Fisher Information
Matteo Biagetti ⋅ Mathieu Carrière ⋅ Francesco Conti ⋅ Enrico M Ferrari ⋅ Sven Heydenreich ⋅ Karthik Viswanathan
[ OpenReview] 
Poster
None
Neural Backward Filtering Forward Guiding
Gefan Yang ⋅ Frank van der Meulen ⋅ Stefan Sommer
[ OpenReview] 
Poster
None
LINE: LLM-based Iterative Neuron Explanations for Vision Models
Vladimir Zaigrajew ⋅ Michał Piechota ⋅ Gaspar Sekula ⋅ Paweł Gelar ⋅ Przemyslaw 'Prem' Biecek
[ OpenReview] 
Poster
None
Manifold Sampling via Entropy Maximization
Cornelius V Braun ⋅ Tilman Burghoff ⋅ Marc Toussaint
[ OpenReview] 
Poster
None
LogicSR: A Unified Benchmark for Logical Discovery from Data
Zimeng Zhang ⋅ Xin Zheng ⋅ Feifei Zhang ⋅ Yunxin Liu ⋅ Yuanchun Li
[ OpenReview] 
Poster
None
Beyond [SEG] Tokens: Training-Free Video Reasoning Segmentation via Counterfactual Inference and Contrastive Concept
Tianlu Zhang ⋅ guiguang ding ⋅ Jungong Han
[ OpenReview] 
Poster
None
GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents
Yanxi Wang ⋅ Zhiling Zhang ⋅ Wenbo Zhou ⋅ Weiming Zhang ⋅ Jie Zhang ⋅ Qiannan Zhu ⋅ Yu Shi ⋅ Shuxin Zheng ⋅ Jiyan He
[ OpenReview] 
Poster
None
Expressive Power of Deep Homomorphism Networks over Relational Databases
Balder ten Cate ⋅ Maurice Funk ⋅ Benny Kimelfeld ⋅ Carsten Lutz ⋅ Moritz Schönherr ⋅ Arie Soeteman
[ OpenReview] 
Poster
None
Beyond the Half Approximation: Fair and Efficient Online Class Matching
Sander Borst ⋅ Max Springer
[ OpenReview] 
Poster
None
PRISM: Prior Relational Information for Self-supervised Modeling to Enhance Solubility OOD Generalization
Xinyi Chen ⋅ Jiahuan Pang ⋅ Titus Chima ⋅ Paul Weng ⋅ Wendong Wang
[ OpenReview] 
Poster
None
Auditing Correlated Failures in Frozen-Feature Pretrained-Encoder Pools for Medical Segmentation
Eunseob Choi ⋅ Kyeonghun Kim ⋅ Hyuk-Jae Lee ⋅ Nam-Joon Kim
[ OpenReview] 
Poster
None
Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction
Mahdi Farahbakhsh ⋅ Vishnu Teja Kunde ⋅ Dileep Kalathil ⋅ Krishna Narayanan ⋅ JF Chamberland
[ OpenReview] 
Poster
None
DynamicRad: Content-Adaptive Sparse Attention for Long Video Diffusion
Yongji Long ⋅ Shijun Liang ⋅ Jintao Li ⋅ Yun Li
[ OpenReview] 
Poster
None
Efficient Computation and Best-Response Dynamics in Anonymous Two-Action Games with Linear Utilities
Michail Fasoulakis ⋅ Evangelos Markakis ⋅ Ioannis Panageas ⋅ Christodoulos Santorinaios ⋅ Jingming Yan
[ OpenReview] 
Poster
None
Online Learning on Hidden-Convex Losses via Algorithmic Equivalence: Optimal Regret, Geometric Barrier, and Bandit Feedback
Anas Barakat ⋅ Andreas Kontogiannis ⋅ Vasilis Pollatos ⋅ Ioannis Panageas ⋅ Antonios Varvitsiotis
[ OpenReview] 
Poster
None
The Illusion of Diversity: Aligning LLM Exploration via Effective Entropy
Xiaoliang Fu ⋅ Jiaye Lin ⋅ Yangyi Fang ⋅ Cong Qin ⋅ Binbin Zheng ⋅ Chaowen Hu ⋅ Zekai Shao
[ OpenReview] 
Poster
None
SLAyiNG: A Diverse and Community-validated Dataset of Queer Slang
Leonor Veloso ⋅ Lea Hirlimann ⋅ Lucija M Zidar ⋅ Philipp Wicke ⋅ Valentin Hofmann ⋅ Hinrich Schuetze
[ OpenReview] 
Poster
None
Unifying Sparsity and Discreteness: One-Shot Pruning for Quantized LLMs via Discrete Optimization
Haozhen Zhang ⋅ Hanyuan Zheng ⋅ Teng Hou ⋅ Zhaogeng Liu ⋅ Yi Chang ⋅ Bin Gu
[ OpenReview] 
Poster
None
The Reflexivity Threshold: A Phase Transition for Multi-Agent Performative Prediction
Ahmed Mahrous ⋅ Roberto Di Pietro
[ OpenReview] 
Poster
None
Improving Conditional Modeling via Inter-Class Likelihood-Ratio Maximization and Unifying Classifier-Free Guidance with Alignment Objectives
Xiang Li ⋅ Yixuan Jia ⋅ Xiao Li ⋅ Jeffrey Fessler ⋅ Rongrong Wang ⋅ Qing Qu
[ OpenReview] 
Poster
None
Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models
Runqian Wang ⋅ Yilun Du
[ OpenReview] 
Poster
None
Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning
Hansen Lillemark ⋅ Alex Rojas ⋅ Zachary Novack ⋅ Runqian Wang ⋅ Yilun Du ⋅ Yian Ma ⋅ Taylor Berg-Kirkpatrick ⋅ Rose Yu
[ OpenReview] 
Poster
None
Build-and-Find: An Effort-Aware Protocol for Evaluating Agent-Managed Codebases
JHEN-KE LIN
[ OpenReview] 
Poster
None
TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking
Jisu Nam ⋅ Jahyeok Koo ⋅ Soowon Son ⋅ Jaewoo Jung ⋅ Honggyu An ⋅ Junhwa Hur ⋅ Seungryong Kim
[ OpenReview] 
Poster
None
MM-DyGraph: A Dataset, Benchmark, and Model for Multimodal Dynamic Graphs
Zongyuan Wu ⋅ Pengjie Wang ⋅ Lingshan Chen ⋅ Tianhang Wan ⋅ Yuan Meng ⋅ Xin Wang ⋅ Ling Feng ⋅ Wenwu Zhu
[ OpenReview] 
Poster
None
Think-with-Rubrics: From External Evaluator to Internal Reasoning Guidance
Jiachen Yu ⋅ Zhihao Xu ⋅ junjie wang ⋅ Yujiu Yang
[ OpenReview] 
Poster
None
Modality-Depth Routing for Visual Reasoning in VLM Post-Training
Yiming Ren ⋅ Yiran Xu ⋅ Chufan Shi ⋅ Yu Qiao ⋅ junjie wang ⋅ Yujiu Yang
[ OpenReview] 
Poster
None
FedTrace: Generated-Content-Based Watermark Verification for Traitor Tracing in Federated Learning
Tianzhe Xiao ⋅ Haozhao Wang ⋅ Yichen Li ⋅ Qiyu Qin ⋅ Debin Liu ⋅ Ruixuan Li
[ OpenReview] 
Poster
None
FedProG: Federated Graph Learning via Server-Side LLM Semantic Bridging and Uncertainty-Aware Distillation
Haitao Wang ⋅ Haozhao Wang ⋅ Wenchao Xu ⋅ Yichen Li ⋅ Xiaoquan Yi ⋅ Tianzhe Xiao ⋅ Jingcai Guo ⋅ Ruixuan Li
[ OpenReview] 
Poster
None
Nahual: A Sequence Model for Language and Atoms
Austin Cheng ⋅ Marcel Müller ⋅ Andreas Burger ⋅ Yeonghun Kang ⋅ Tsz W Ko ⋅ Marta Skreta ⋅ Luka Mucko ⋅ Ella Miray Rajaonson ⋅ Cher-Tian Ser ⋅ Jérôme F Gonthier ⋅ Alex Zook ⋅ Varinia Bernales ⋅ Alan Aspuru-Guzik
[ OpenReview] 
Poster
None
Budget-Conditioned Clipping Policies for Differentially Private Federated Learning
Hao Zhou ⋅ SiQi Cai ⋅ Hua Dai ⋅ Letian Sha ⋅ Yichen Li ⋅ MingCai Chen
[ OpenReview] 
Poster
None
SeaPilot: Mobile Agent with Self-refining Environment Alignment
Zhigang Zuo ⋅ Senyao Li ⋅ Yufeng Jiang ⋅ Haozhao Wang ⋅ Yichen Li ⋅ Wenchao Xu ⋅ Jingcai Guo ⋅ Ruixuan Li
[ OpenReview] 
Poster
None
Video-Zero: Self-Evolution Video Understanding
ruixu zhang ⋅ Deyi Ji ⋅ Lanyun Zhu ⋅ Xuanyi Liu ⋅ Yuxin Meng ⋅ Ruihang Chu ⋅ Yujiu Yang
[ OpenReview] 
Poster
None
MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation
Kyeongmin Yeo ⋅ Yunhong Min ⋅ Minhyuk Sung
[ OpenReview] 
Poster
None
AnchorWorld: Embodied Egocentric World Simulation with View-based Evolution Customization
Yu Li ⋅ Menghan Xia ⋅ Gongye Liu ⋅ Xintao Wang ⋅ Conglang Zhang ⋅ Lei Ke ⋅ yuxuan lin ⋅ Ruihang Chu ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Yujiu Yang
[ OpenReview] 
Poster
None
On the Selectivity of Generative Models in Structure-Based Drug Design
Ella Miray Rajaonson ⋅ Jungyoon Lee ⋅ William Chau ⋅ Alan Aspuru-Guzik ⋅ Benjamin Sanchez-Lengeling ⋅ Dominique Beaini ⋅ Kirill Neklyudov ⋅ Marta Skreta
[ OpenReview] 
Poster
None
You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories
Zhepei Wei ⋅ Xinyu Zhu ⋅ Wei-Lin Chen ⋅ Chengsong Huang ⋅ Jiaxin Huang ⋅ Yu Meng
[ OpenReview] 
Poster
None
The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes
Siqi Zhu ⋅ Xuyan Ye ⋅ Hongyu Lu ⋅ Weiye Shi ⋅ Ge Liu
[ OpenReview] 
Poster
None
Decomposed Graded Verifier for Generative World Modeling
Bowei Liu ⋅ Xinchen Zhang ⋅ Xuhuan Li ⋅ Kaian Jiang ⋅ Jingwei Liu ⋅ Congyang Zhao ⋅ Yifei Qian ⋅ Junhong Liu ⋅ Zhiheng Li ⋅ Tianlin Zhang ⋅ Yujiu Yang ⋅ Yang Cai ⋅ Ling Yang
[ OpenReview] 
Poster
None
Strategic Evaluation: Incentivizing AI Capability Coverage with Private Benchmarks
Sang Truong ⋅ Serena Wang ⋅ Nick Haber ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
None
Strategic Feature Selection and Regularization
Jivat Neet Kaur ⋅ Pratik Patil ⋅ Divya Shanmugam ⋅ Emma Pierson ⋅ Michael Jordan ⋅ Nika Haghtalab ⋅ Meena Jagadeesan ⋅ Ahmed Alaa ⋅ Serena Wang
[ OpenReview] 
Poster
None
Black-Box Uncertainty Quantification for Large Language Models via Ensemble-of-Ensembles
Wang Ma ⋅ Debarun Bhattacharjya ⋅ Junkyu Lee ⋅ Nhan H Pham ⋅ Harsha Kokel ⋅ Qiang Ji
[ OpenReview] 
Poster
None
Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents
Chongrui Ye ⋅ Yuxiang Liu ⋅ Yu Wang ⋅ Haofei Yu ⋅ Yining Zhao ⋅ Ge Liu ⋅ Julian McAuley ⋅ Jiaxuan You
[ OpenReview] 
Poster
None
On-Policy Distillation with Open Property-Equivalence Reward for LLM-Based NL-to-SVA Generation
Qingyun Zou ⋅ Yingze Li ⋅ Tianen Liu ⋅ Bingsheng He ⋅ Weng-Fai Wong
[ OpenReview] 
Poster
None
RIVET: Regex-to-Indexable Keys via Neural Translation for Interactive LIMIT-k Retrieval
Dong Wang ⋅ Yingze Li ⋅ Zihang Yu ⋅ Ziqing Zeng ⋅ Zongdai Jiang ⋅ Yuhao ZHANG ⋅ Kaixin Zhang ⋅ Shuangshuang Cui ⋅ Hongzhi Wang
[ OpenReview] 
Poster
None
DnNP: Denoising Input Uncertainty in Neural Processes
Fatemeh Tohidian ⋅ Chengzhi Shi ⋅ Soomi Lee ⋅ Matthew Elia ⋅ Amy V Mueller ⋅ Stratis Ioannidis ⋅ Jennifer Dy
[ OpenReview] 
Poster
None
Occupancy-based Quantile Risk Control
Zihao Shi ⋅ Huajun Xi ⋅ Bingyi Jing ⋅ Hongxin Wei
[ OpenReview] 
Poster
None
Inside the Loop: A Mechanistic Study of Weight-Tied Transformers on Depth-Bound Algorithmic Tasks
Magnus Sesodia ⋅ Philip Torr ⋅ Christian Schroeder de Witt
[ OpenReview] 
Poster
None
MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels
Tianyang Luo ⋅ Tao Feng ⋅ Zhigang Hua ⋅ Yan Xie ⋅ Shuang Yang ⋅ Ge Liu ⋅ Jiaxuan You
[ OpenReview] 
Poster
None
Distinguishing Performance From Competence in Evaluations of Humanlike Abstract Reasoning
Claas Beger ⋅ Ryan Yi ⋅ Shuhao Fu ⋅ Kaleda K Denton ⋅ Arseny Moskvichev ⋅ Sarah Tsai ⋅ Sivasankaran Rajamanickam ⋅ Melanie Mitchell
[ OpenReview] 
Poster
None
PotARCin: Multi-Dimensional Evaluation of Skill Acquisition in Abstract Reasoning Tasks
Claas Beger ⋅ Ryan Yi ⋅ Melanie Mitchell
[ OpenReview] 
Poster
None
FiTS: Interpretable Spiking Neurons via Frequency Selectivity and Temporal Shaping
Jongmin Choi ⋅ Joon Son Chung
[ OpenReview] 
Poster
None
ChronosAlign: A Large-Scale, Updatable Benchmark for Decomposing Temporal Alignment in LLMs
Sanjay Govindan ⋅ Maurice Pagnucco ⋅ Yang Song
[ OpenReview] 
Poster
None
Lost in Translation, Found in Embeddings: Sign Language Translation and Alignment
Youngjoon Jang ⋅ Liliane Momeni ⋅ Zifan Jiang ⋅ Joon Son Chung ⋅ Gul Varol ⋅ Andrew Zisserman
[ OpenReview] 
Poster
None
Pose-Free Feed-Forward 3D Inpainting via Learnable Mask Attention and Support Token Refinement
Jingyi Pan ⋅ Dan Xu ⋅ Qiong Luo
[ OpenReview] 
Poster
None
CT-Lesion: A Multi-Region CT Dataset for Co-existing Lesion Segmentation and Detection
Ruihan Lu ⋅ Leiqiang Pan ⋅ Shijie Wang ⋅ Dingyi Zhang ⋅ Jianjun Shen ⋅ Xin Yu
[ OpenReview] 
Poster
None
ReSMap: Recasting Satellite Priors for Robust and Accurate Online HD Map Construction
Kyungmin Kim ⋅ Sumin Lee ⋅ Sungoh Jeong ⋅ DoHyun Lim ⋅ Seonghyun Park ⋅ Soonmin Hwang
[ OpenReview] 
Poster
None
Linguistic Trajectory Encoding for Efficient Long-Horizon Spatial Memory in Embodied Agents
Xie Tianyidan ⋅ Shenyi Wang ⋅ Qiang Tang ⋅ Mingjie Wang ⋅ Zhicheng Qiu ⋅ Xuanfu Li ⋅ Zhan Xu ⋅ Jian Yang ⋅ Lanjun Wang ⋅ Zili Yi
[ OpenReview] 
Poster
None
VLM$^3$: Vision Language Models Are Native 3D Learners
zhipeng cai ⋅ Zhuang Liu ⋅ Yunyang Xiong ⋅ Zechun Liu ⋅ Vikas Chandra ⋅ Yangyang Shi
[ OpenReview] 
Poster
None
M$^2$E-UAV: A Benchmark and Analysis for Onboard Motion-on-Motion Event-Based Tiny UAV Detection
Weiqi Yan ⋅ Lixin Chen ⋅ Xiangrui Hou ⋅ zhipeng cai ⋅ Youbiao Wang ⋅ Yangyang Shi ⋅ Yu Zang ⋅ Cheng Wang
[ OpenReview] 
Poster
None
Phase-Adaptive Fusion: Spatio-Temporal Modulation for VLA Models
Lueke Ni ⋅ Junhao Zhu ⋅ Xinyu Zhang
[ OpenReview] 
Poster
None
ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model
Haichao Zhang ⋅ Yijiang Li ⋅ Shwai He ⋅ Tushar Nagarajan ⋅ Mingfei Chen ⋅ Jianglin Lu ⋅ Ang Li ⋅ Yun Fu
[ OpenReview] 
Poster
None
WorldVLN: Autoregressive World Action Model for Aerial Vision-Language Navigation
Baining Zhao ⋅ jiacheng xu ⋅ Weicheng Feng ⋅ Xin Zhang ⋅ Zhaolu Wang ⋅ Haoyang Wang ⋅ Shilong Ji ⋅ Ziyou Wang ⋅ Jianjie Fang ⋅ Zhiheng Zheng ⋅ Weichen Zhang ⋅ Yu Shang ⋅ Wei Wu ⋅ Chen Gao ⋅ Xinlei Chen ⋅ Yong Li
[ OpenReview] 
Poster
None
Generalizing Action-Conditioned Latent World Models with Video Model Rewards
Haichao Zhang ⋅ Yijiang Li ⋅ Shwai He ⋅ Van T Le ⋅ Nuno Vasconcelos ⋅ Yun Fu
[ OpenReview] 
Poster
None
A Simple Class-Agnostic Approach to Enhance Fair Adversarial Training
Erh-Chung Chen ⋅ Pin-Yu Chen ⋅ I-Hsin Chung ⋅ Che-Rung Lee
[ OpenReview] 
Poster
None
TeMPO: Frame-Causal Token Compression for Efficient Video Large Language Model
Yingxin Lai ⋅ Bo Xu ⋅ Yun-ze Pan ⋅ Zhiliang Zhu ⋅ Baigui Sun ⋅ Yang Liu
[ OpenReview] 
Poster
None
Curvature-Guided Parameter Initialization for Multi-Task Learning
Linxiao Cao ⋅ Zhipeng Zhou ⋅ Xutao Huang ⋅ Min Zhou ⋅ Menglin Yang
[ OpenReview] 
Poster
None
UniMoE-World: A Unified Mixture-of-Experts Architecture for Scalable Multi-Control Video Generation World Modeling
Jianjie Fang ⋅ Yongyan Xu ⋅ Ziyou Wang ⋅ Yuchao Huang ⋅ Zhaolu Wang ⋅ Rongze Tang ⋅ Mingyuan Jia ⋅ Baining Zhao ⋅ Weichen Zhang ⋅ Xin Zhang ⋅ Haisheng Su ⋅ Yu Shang ⋅ Chen Gao ⋅ Wei Wu ⋅ Xinlei Chen ⋅ Yong Li
[ OpenReview] 
Poster
None
TimeWarp: Evaluating Web Agents by Revisiting the Past
Farhan Ishmam ⋅ Kenneth Marino
[ OpenReview] 
Poster
None
Fourier Contour Learning for Efficient and Traceable Cardiac MRI Quantification
Yi Yu ⋅ Zhenyu Bu ⋅ Ziyu Zhang ⋅ Yixuan Liu ⋅ Aotian Chen ⋅ James Mihalich ⋅ Parker Martin ⋅ Xia Ning ⋅ Yuchi Han ⋅ Yuan Xue
[ OpenReview] 
Poster
None
GLARE: Generating Listening Heads with Appropriate REactions
Zikai Liao ⋅ Yumin Suh ⋅ Yi Ouyang ⋅ Yi-Lun Lee ⋅ Yi-Hsuan Tsai ⋅ Zhaozheng Yin
[ OpenReview] 
Poster
None
Robust PAC Learning of Concurrent Stochastic Games
Angel Y He ⋅ David Parker
[ OpenReview] 
Poster
None
Empirical Bayes Flow Matching for Continuous Cryo-EM Heterogeneity
Daniel Aibinder ⋅ Azmi Haider ⋅ Dan Rosenbaum
[ OpenReview] 
Poster
None
SPDEBench: An Extensive Benchmark for Learning Stochastic PDEs
Yuantu Zhu ⋅ Zheyan Li ⋅ Dai Shi ⋅ Luke Thompson ⋅ Oliver Nash ⋅ Jose M Rangel ⋅ Siran Li ⋅ Bingguang Chen ⋅ Rongchan Zhu ⋅ Qi Meng ⋅ Hao Ni
[ OpenReview] 
Poster
None
BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization
Hengrui Zhang ⋅ Boao Kong ⋅ Engao Zhang ⋅ Kun Yuan
[ OpenReview] 
Poster
None
Clapping: Removing Per-sample Storage for Pipeline Parallel Learning with Communication Compression
Boao Kong ⋅ Xu Huang ⋅ Yuqi Xu ⋅ Yixuan Liang ⋅ Bin Wang ⋅ Kun Yuan
[ OpenReview] 
Poster
None
Accelerating LLM Pre-Training through Flat-Direction Dynamics Enhancement
Shuchen Zhu ⋅ Rizhen Hu ⋅ Mingze Wang ⋅ Mou Sun ⋅ xue wang ⋅ Kun Yuan ⋅ Zaiwen Wen
[ OpenReview] 
Poster
None
EcoGEO: Trajectory-Aware Evidence Ecosystems for Web-Enabled LLM Search Agents
Hengwei Ye ⋅ Jiasheng Mao ⋅ Zhenhan Guan ⋅ Zheng Tian
[ OpenReview] 
Poster
None
GHOST: Geometry-Hierarchical Online Streaming Token Eviction for Efficient 3D Reconstruction
Leyang Chen ⋅ Junyi Wu ⋅ Zhiteng Li ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
PRISM: Prior Rectification and Uncertainty-Aware Structure Modeling for Diffusion-Based Text Image Super-Resolution
Zihang Xu ⋅ Xiaoyang Liu ⋅ Zheng Chen ⋅ Yulun Zhang ⋅ Xiaokang Yang
[ OpenReview] 
Poster
None
Efficient Forecasting of Task Failures in LLM Agents through Adaptive Fault Injection
Vartika Sengar ⋅ Parth Thakkar ⋅ Pranoy Panda ⋅ Shrey Satapara ⋅ Emmy Liu ⋅ Vijay Viswanathan ⋅ Sho Takemori ⋅ Graham Neubig ⋅ Chaitanya Devaguptapu
[ OpenReview] 
Poster
None
StableVQ: Practical Guidelines for Stable Vector-Quantized Tokenizer Training
Bao Tang ⋅ Jiahao Guo ⋅ Haoxiang Cao ⋅ Wenyu Liu ⋅ Changqian Yu ⋅ Kun Gai ⋅ Xinggang Wang
[ OpenReview] 
Poster
None
Uncertainty Quantification for Large Language Diffusion Models
Artem Vazhentsev ⋅ Vladislav Smirnov ⋅ David Li ⋅ Maxim Panov ⋅ Timothy Baldwin ⋅ Artem Shelmanov
[ OpenReview] 
Poster
None
SPHQuant: Efficient extreme low bit weight quantization for Vision-Language Models
Kewei Zhang ⋅ Zheng Chen ⋅ Haotong Qin ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
From Table to Cell: Attention for Better Reasoning with TABALIGN
Tung Sum Thomas Kwok ⋅ Zeyong Zhang ⋅ Xinyu Wang ⋅ Chunhe Wang ⋅ Xiaofeng Lin ⋅ Hanwei Wu ⋅ Lei Ding ⋅ Guang Cheng ⋅ Zhijiang Guo
[ OpenReview] 
Poster
None
TabWorld: A World-Modeling Foundation Model for Tabular Generation
Xiaofeng Lin ⋅ Chunhe Wang ⋅ Tung Sum Thomas Kwok ⋅ Guang Cheng
[ OpenReview] 
Poster
None
Towards Scalable Egocentric HOI for Humanoids: Benchmarking Whole-Body Dexterous Interaction with Tactile Prediction
Zhenyu Wei ⋅ Haoyang Luo ⋅ Chixuan Zhang ⋅ Guo Chen ⋅ Suting Ni ⋅ Siyuan Huang ⋅ Baoxiong Jia ⋅ Jingya Wang
[ OpenReview] 
Poster
None
Provable Speedups From Dynamic Population Sizes in Evolutionary Algorithms for Multiobjective Optimization
Andre Opris
[ OpenReview] 
Poster
None
TraceTriage: A Benchmark for Cost-Aware Stop-or-Continue Decisions in Delayed-Outcome Workflows
Sihang Lei ⋅ Yihang Qiu ⋅ Xueyan Zhao ⋅ Yuwei Wang ⋅ Weiqiang Wang
[ OpenReview] 
Poster
None
Counterfactual Rollout Replay: Forkable Environments as Free Process Rewards for Software Engineering Agents
Yuanhao li ⋅ Hongbo Wang ⋅ Xuhong Chen ⋅ Yiming Cao ⋅ Xunzhu Tang
[ OpenReview] 
Poster
None
Multiple Instance Verification
Xin Xu ⋅ Eibe Frank ⋅ Geoff Holmes
Poster
None
MechParser: A Vision-Language Framework for Parsing Chemical Reaction Mechanism Diagrams
Yufan Chen ⋅ LU S Hin ⋅ Yujian Yuan ⋅ Ching T Leung ⋅ Hanyu Gao
[ OpenReview] 
Poster
None
Offline Inverse Reinforcement Learning with Unified Diffusion Planning
Hongmin Zhao ⋅ Jiyuan Yin ⋅ Kexi Yan ⋅ Qinglai Wei ⋅ Jie ZHANG
[ OpenReview] 
Poster
None
Loyalty Capture: Reporting Relationships and Structural Sycophancy in Frontier AI Models
Eric So ⋅ Alex Imas
[ OpenReview] 
Poster
None
Measuring Coherence in Predictive Models
Jamie Reason ⋅ Vik Shirvaikar ⋅ Mark van der Wilk ⋅ Chris C Holmes
[ OpenReview] 
Poster
None
Inverted Detection and Control in Steering Vectors
Max Torop ⋅ Aria Masoomi ⋅ Jennifer Dy
[ OpenReview] 
Poster
None
StaRPO: Stability-Augmented Reinforcement Policy Optimization
Jinghan Zhang ⋅ Fengran Mo ⋅ Tharindu Cyril Weerasooriya ⋅ Ruimin Dai ⋅ Xiaoyan Han ⋅ Yanjie Fu ⋅ Dakuo Wang ⋅ Kunpeng Liu
[ OpenReview] 
Poster
None
Learning Fractional-Order Dynamics from a Single Trajectory
Xiaole Zhang ⋅ Ziyi Zhang ⋅ zehao zhao ⋅ Stephen Tu ⋅ Guannan Qu ⋅ Yorie Nakahira ⋅ Paul Bogdan
[ OpenReview] 
Poster
None
ManiTaskGen: A Comprehensive Task Generator for Benchmarking and Improving Vision-Language Agents on Embodied Decision-Making
Liu Dai ⋅ Haina Wang ⋅ Weikang Wan ⋅ Hao Su
[ OpenReview] 
Poster
None
A Differentiable 3D Scene Graph Metric via Contextual Hellinger Triplet Geometry
U-Chae Jun ⋅ Yoonhyuk Choi ⋅ Jiwoo Kang
[ OpenReview] 
Poster
None
QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
Cassandra T Ye ⋅ Shamus Li ⋅ Tyler King ⋅ Kristina Monakhova
[ OpenReview] 
Poster
None
Calibrating LLMs with Semantic-level Reward
Fengfei Yu ⋅ Ruijia Niu ⋅ Dongxia Wu ⋅ Yian Ma ⋅ Rose Yu
[ OpenReview] 
Poster
None
Minimax Optimal Two-Sample Testing under Local Differential Privacy
Jongmin Mun ⋅ Seungwoo Kwak ⋅ Ilmun Kim
Poster
None
Robust Noisy Inductive Matrix Completion with Local Linear Convergence
Xingcai Zhou ⋅ DongXin ⋅ Linglong Kong
[ OpenReview] 
Poster
None
Learning to Align Generative Appearance Priors for Fine-grained Image Retrieval
Shijie Wang ⋅ Yadan Luo ⋅ Zijian Wang ⋅ Xin Yu ⋅ Zi Huang
[ OpenReview] 
Poster
None
POLAR-Bench: A Diagnostic Benchmark for Privacy-Utility Trade-offs in LLM Agents
Qiaoyuan ZHENG ⋅ yiqu yang ⋅ Qi Gao ⋅ Imanol Schlag
[ OpenReview] 
Poster
None
What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion
Zhengrong Yue ⋅ Taihang Hu ⋅ Mengting Chen ⋅ Haiyu Zhang ⋅ Zihao Pan ⋅ Tao Liu ⋅ Zikang Wang ⋅ Jinsong Lan ⋅ Xiaoyong Zhu ⋅ Bo Zheng ⋅ Yali Wang
[ OpenReview] 
Poster
None
Continuous-Time Distribution Matching for Few-Step Diffusion Distillation
Tao Liu ⋅ Hao Yan ⋅ Mengting Chen ⋅ Taihang Hu ⋅ Zhengrong Yue ⋅ Zihao Pan ⋅ Jinsong Lan ⋅ Xiaoyong Zhu ⋅ Ming-Ming Cheng ⋅ Bo Zheng ⋅ Yaxing Wang
[ OpenReview] 
Poster
None
Scaling Neural Motor Decoding via Decoupled Behavioral Pretraining
Divyansha . ⋅ Vinam Arora ⋅ Shivashriganesh P. Mahato ⋅ Alexandre Andre ⋅ Eva L Dyer
[ OpenReview] 
Poster
None
Maxitive Donsker-Varadhan Formulation for Possibilistic Variational Inference
Jasraj Singh ⋅ Shelvia Wongso ⋅ Jeremie Houssineau ⋅ Badr-Eddine Cherief-Abdellatif
[ OpenReview] 
Poster
None
ShiftRAG: Bypassing the Textual Bottleneck via Decoupled Learning and Continuous Soft Tokens
Youmin Ko ⋅ Jihong Jeong ⋅ Hyunjoon Kim
[ OpenReview] 
Poster
None
User Embeddings are Superpositions of Interpretable Behavioral Modes
Jonathan Kozaczuk ⋅ Zheng Dong ⋅ Noyan Evirgen ⋅ Keivan Majidi ⋅ Eddie K Ng ⋅ Chris Porter ⋅ Qi Zhao ⋅ Jia Geng ⋅ Changmao Li ⋅ Brandon Feng
[ OpenReview] 
Poster
None
Co-Evolving Interpolants and Flows via Path-Flow Alignment
Zeyu M Li ⋅ William X Chen ⋅ Xiang Cheng
[ OpenReview] 
Poster
None
Achieving Better Local Regret Bound for Online Non-Convex Bilevel Optimization
Tingkai Jia ⋅ Haiguang Wang ⋅ Ting Wang ⋅ Cheng Chen
[ OpenReview] 
Poster
None
Variational Trajectory Optimization of Anisotropic Diffusion Schedules
Pengxi Liu ⋅ Zeyu M Li ⋅ Xiang Cheng
[ OpenReview] 
Poster
None
CLaW: Codec-Guided Adaptive Latent Watermarking for Traceable Diffusion Image Generation
Huangchao Song ⋅ Lingyun Yu ⋅ Cong Li ⋅ Peiqi Jiang ⋅ Mingqi Fang ⋅ Hongtao Xie
[ OpenReview] 
Poster
None
Fully First-Order Algorithms for Online Non-Convex Bilevel Optimization
Tingkai Jia ⋅ Ting Wang ⋅ Cheng Chen
[ OpenReview] 
Poster
None
Multimodal AI Detection In Two Words
Daniel Fein ⋅ Arpita Singhal ⋅ Maneesh Agrawala ⋅ Maty Bohacek
[ OpenReview] 
Poster
None
Reward Bias Substitution: Single-Axis Bias Mitigations Redirect Optimization Pressure
Max Lamparth ⋅ Daniel Fein ⋅ Andreas Haupt ⋅ Marcel Hussing ⋅ Mykel J Kochenderfer
[ OpenReview] 
Poster
None
Characterizing the Aesthetic Defaults of Generative Image Models
Maty Bohacek ⋅ Raina Panda ⋅ Daniel Fein ⋅ Arpita Singhal ⋅ Mark Fiore ⋅ Bill Freeman ⋅ Maneesh Agrawala
[ OpenReview] 
Poster
None
Can Complementary Signals Bridge Similarity Islands? Manifold-Augmented Graph Embedding for Multimodal Recommendation
Zhenye Yang ⋅ Jinpeng Chen ⋅ Wenbo Fu ⋅ Jun Ma ⋅ Huan Li ⋅ Qimin Zhou ⋅ Tao Wang ⋅ Li Sun ⋅ Senzhang Wang
[ OpenReview] 
Poster
None
DSSNet: Deep Spectral Structure Profiling Network for Traffic Flow Prediction
Tao Wang ⋅ Zhenye Yang ⋅ Hua Lu ⋅ Huan Li ⋅ Senzhang Wang ⋅ Jinpeng Chen
[ OpenReview] 
Poster
None
AgentTailor: Dual-Gate LLM-Assisted Re-ranking for Personalized Long-Tail Recommendation
Jinpeng Chen ⋅ Zhenye Yang ⋅ Huan Li ⋅ Kaimin Wei ⋅ Senzhang Wang ⋅ Hongbo Gao
[ OpenReview] 
Poster
None
Koopman Generative Operators for Efficient Probabilistic Time-Series Forecasting
Raz Marshanski ⋅ Liran Nochumsohn ⋅ Mayank Jauhari Iitr ⋅ Boris Oreshkin ⋅ Omri Azencot
[ OpenReview] 
Poster
None
Not Too Generative, Not Too Discriminative: The Human Alignment Sweet Spot
Jorge Chang Ortega ⋅ Bastien Le Lan ⋅ Thomas Serre ⋅ Victor Boutin
[ OpenReview] 
Poster
None
Agentic-imodels: Evolving agentic interpretability tools via autoresearch
Chandan Singh ⋅ Yan Shuo Tan ⋅ Weijia Xu ⋅ Zelalem Gero ⋅ Weiwei Yang ⋅ Michel Galley ⋅ Jianfeng Gao
[ OpenReview] 
Poster
None
Direct Conditional Parameterization for N-Dimensional Splatting
Zhongpai Gao ⋅ Benjamin Planche ⋅ Van N Nguyen ⋅ Meng Zheng ⋅ Anwesa Choudhuri ⋅ Arun Innanje ⋅ Terrence Chen ⋅ Ziyan Wu
[ OpenReview] 
Poster
None
Failing Forward: Adaptive Failure-Informed Learning for Vision-Language-Action Models
Meng Zheng ⋅ Samhita Marri ⋅ Anwesa Choudhuri ⋅ Benjamin Planche ⋅ Zhongpai Gao ⋅ Van N Nguyen ⋅ Terrence Chen ⋅ Girish Chowdhary ⋅ Ziyan Wu
[ OpenReview] 
Poster
None
Epiplexity Guided Data Selection and Generation for Out-of-Distribution Generalization
Ellen Su ⋅ Andres Potapczynski ⋅ Shikai Qiu ⋅ Edward Hughes ⋅ Andrew Wilson
[ OpenReview] 
Poster
None
AT-SKM-Net: An Accelerated Trainable Sampling Kaczmarz-Motzkin Framework for Linear Hard-Constraint Feasibility on Dynamic Graphs
Xiaochen Zhang ⋅ Haoyu Zhu ⋅ Yao Zhang ⋅ Qingchun Hou
[ OpenReview] 
Poster
None
Localizing Concepts in Visual Autoregressive Models
Nanxiang Jiang ⋅ Yang Liu ⋅ Yuanhao Wang ⋅ Min Xu
[ OpenReview] 
Poster
None
Recovering the Apresjan Hierarchy Using Linkage-Based Clustering
Maximilien Dreveton ⋅ Matthias Grossglauser ⋅ Daichi Kuroda ⋅ Patrick Thiran
[ OpenReview] 
Poster
None
Event-Centric Perception in Weak-Signal Physical Streams with Multimodal LLMs
Chi Xu ⋅ Mengdi Jin ⋅ Jiaxing Li ⋅ William I Atlas ⋅ Thor Veen ⋅ Edith C Ngai ⋅ Jiangchuan Liu
[ OpenReview] 
Poster
None
Stein Transport for Generative Modeling
Clémentine CHAZAL ⋅ Linfeng Wang ⋅ Anna Korba ⋅ Nikolas Nüsken
[ OpenReview] 
Poster
None
Entropy Distribution as a Fingerprint for Hallucinations in Generative Models
Mattia Jacopo Villani ⋅ Pranav Deshpande ⋅ Akshay Seshadri ⋅ Romina Yalovetzky ⋅ Niraj Kumar
[ OpenReview] 
Poster
None
GIFT: Representation Geometry Matters for Single-Domain Generalized Object Detection
Yin Zhang ⋅ Yaoyue Zheng ⋅ Yongqiang Zhang ⋅ Bogdan Raducanu ⋅ Dan Liu
[ OpenReview] 
Poster
None
CRUMB: Efficient Prior Fitted Network Inference via Distributionally Matched Context Batching
Jamie Heredge ⋅ Mattia Jacopo Villani ⋅ Pranav Deshpande ⋅ Akshay Seshadri ⋅ Niraj Kumar
[ OpenReview] 
Poster
None
Scaling Arbitrary Architectures and Optimizers with Automatic Parameterization
Shikai Qiu ⋅ Charlie Chen ⋅ Andres Potapczynski ⋅ Martin Marek ⋅ Andrew Wilson
[ OpenReview] 
Poster
None
Hearing is Believing? Evaluating and Analyzing Audio Language Model Sycophancy with SYAUDIO
Junchi Yao ⋅ Lokranjan Lakshmikanthan ⋅ Annie Zhao ⋅ Danielle Zhao ⋅ Shu Yang ⋅ Zikang Ding ⋅ Di Wang ⋅ Lijie Hu
[ OpenReview] 
Poster
None
How Do Agentic LLMs Decide to Call Tools? A Scaffold Default Controlled by Suppression
Xijie Gong ⋅ Tingxu Han ⋅ Jiahao Zhang ⋅ Wei Song ⋅ Ziqi Ding ⋅ Hanqi Yan ⋅ Youcheng Sun ⋅ Lijie Hu
[ OpenReview] 
Poster
None
SkillCIR: Intent-Guided Skill Composition for Training-Free Composed Image Retrieval
Yuanmin Tang ⋅ Lin Li ⋅ Yang Du ⋅ Yuan Gao ⋅ Massimiliano Mancini ⋅ Jun Song ⋅ Gaopeng Gou ⋅ Gang Xiong ⋅ Meikang Qiu ⋅ Cheng Yu ⋅ Bo Zheng
[ OpenReview] 
Poster
None
Witness Overlap: Directional Provenance Inside Open-Weight Model Families
Siyuan Li ⋅ Haoxuan Zeng ⋅ Xin Luo ⋅ Fernando Jia ⋅ Florence Li ⋅ Zhengyang Geng ⋅ Zico Kolter ⋅ Tai Sing Lee ⋅ Tianqin Li
[ OpenReview] 
Poster
None
Continual Robot Learning via Language-Guided Skill Acquisition
Shuo Cheng ⋅ Zhaoyi Li ⋅ Kelin Yu ⋅ Danfei Xu
Poster
None
Domain-Conditioned Class Imbalance: Why Global Class Balance Fails Across Domains
Yongkun Deng ⋅ NAN YANG ⋅ Xiatong Guo ⋅ Zhiyong Wang ⋅ Dong Yuan
[ OpenReview] 
Poster
None
Character Mixing for Video Generation
Tingting Liao ⋅ Chongjian GE ⋅ Guangyi Liu ⋅ Hao Li ⋅ Yi Zhou
[ OpenReview] 
Poster
None
Hierarchical Conformal Classification
Floris d Hengst ⋅ Inès Blin ⋅ Majid Mohammadi ⋅ Syed I Shah ⋅ Taraneh Younesian
[ OpenReview] 
Poster
None
N-vium: Mixture-of-Exits Transformer for Accelerated Exact Generation
Aleksander Lorenc ⋅ Frédéric Berdoz ⋅ Joël Mathys ⋅ Roger Wattenhofer
[ OpenReview] 
Poster
None
Clustered Randomized Smoothing for Stochastic Prediction Functions
Eduardo Figueiredo ⋅ Frederik B Mathiesen ⋅ Julian F Schumann ⋅ Jens Kober ⋅ Arkady Zgonnikov ⋅ Luca Laurenti
[ OpenReview] 
Poster
None
LLM Active Alignment: A Nash Equilibrium Perspective
Tonghan Wang ⋅ Yuqi Pan ⋅ Xinyi Yang ⋅ Xinrui Song ⋅ Yanchen Jiang ⋅ Milind Tambe ⋅ David Parkes
[ OpenReview] 
Poster
None
Group Perspective Matters: Regulating Debate Relationships Can Mitigate Blind Conformity in Multi-Agent Debate
Hao Wu ⋅ Shoucheng Song ⋅ Chang Yao ⋅ Huaiyu Wan ⋅ Youfang Lin ⋅ Kai Lv
[ OpenReview] 
Poster
None
A Multi-Fidelity Control Variate Approach for Policy Gradient Estimation
Xinjie Liu ⋅ Cyrus Neary ⋅ Kushagra Gupta ⋅ Wesley Suttle ⋅ Christian Ellis ⋅ Ufuk Topcu ⋅ David Fridovich-Keil
Poster
None
Towards High Semantic Fidelity: Hyperdimensional Symbolic Messages in Multi-Agent Communication
Shoucheng Song ⋅ Youfang Lin ⋅ Chang Yao ⋅ Hao Wu ⋅ Sheng Han ⋅ Kai Lv
[ OpenReview] 
Poster
None
Does Inference-Time Reasoning Really Improve Video Understanding?
Zhuohao Yu ⋅ Yu Zhou ⋅ Zhecan Wang ⋅ Rui Sun ⋅ Kai-Wei Chang ⋅ Nanyun Peng
[ OpenReview] 
Poster
None
Resolution-Aware Structural Density Peak Clustering
Jie Yang ⋅ Hsiang-Ting Chen ⋅ Yan Ma ⋅ Xinyan Liang ⋅ Avinash Singh ⋅ Liang Du ⋅ Cheng-You Lu ⋅ Chenglong Zhang ⋅ Bingbing Jiang ⋅ Weiping Ding ⋅ Wei Chen
[ OpenReview] 
Poster
None
Beyond Semantic Alignment: Geometric Incomparability in Multi-Oracle Soft Fusion
Xiaodong Li ⋅ Binsheng zhao ⋅ Yan Chen ⋅ Bingbing Jiang ⋅ Feijiang Li ⋅ Peng Zhou ⋅ Yuhua Qian ⋅ Liang Du
[ OpenReview] 
Poster
None
Pose6DAug: Physically Plausible Multi-View Object Swapping for Robot Data Augmentation
Jonghoon Lee ⋅ Seong Hyeon Park ⋅ Minha Lee ⋅ Byungwoo Jeon ⋅ Jinwoo Shin
[ OpenReview] 
Poster
None
Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval
Leah Bar ⋅ Boaz Lerner ⋅ Nir Darshan ⋅ Rami Ben-Ari
Poster
None
Parametric Meets Non-parametric: Bridging Dual Prediction Spaces for Semi-supervised Medical Image Segmentation
Zenggui Chen ⋅ Jianwei Ma
[ OpenReview] 
Poster
None
CORVUS: Context Optimization and Reduction Via Underlying Synchronization for LLM Coding Agents
Mingwei Zheng ⋅ David OBrien ⋅ Siwei Cui ⋅ Pardis Pashakhanloo ⋅ RAJDEEP MUKHERJEE ⋅ Myeongsoo Kim ⋅ Sachit Kuhar
[ OpenReview] 
Poster
None
Irreducible Supervision Enables Compositional Generalization in Post-Training
Ellen Ma ⋅ Nikhil Anand
[ OpenReview] 
Poster
None
Extracting Training Data from Diffusion Language Models via Infilling
Yihan Wang ⋅ N. Asokan
[ OpenReview] 
Poster
None
Severity-Controlled Prediction Sets for Medication Recommendation
Yu Gu ⋅ Zijun Yu ⋅ Chi-Kuang Yeh ⋅ Xinyu Wang ⋅ Ziyang Song
[ OpenReview] 
Poster
None
Reliability-Budgeted Edge–Cloud Adaptation for Continual Multimodal Dehazing on UAV
JUNWEI ZHAO ⋅ Qianchun Luo ⋅ Jie Wu
[ OpenReview] 
Poster
None
Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning
Yu Gu ⋅ Zijun Yu ⋅ Vahid Partovi Nia ⋅ Masoud Asgharian
[ OpenReview] 
Poster
None
One Model, Two Roles: Emergent Specialization in a Shared Recurrent Transformer
Jucheng Shen ⋅ Barbara Su ⋅ Anastasios Kyrillidis
[ OpenReview] 
Poster
None
EvalAwareBench: A Benchmark for Measuring Evaluation Awareness in Frontier Language Models
Xinning Li ⋅ Kemunto Ochwang'i ⋅ Ram B Aryasomayajula ⋅ Alexandra Souly ⋅ Robert Kirk
[ OpenReview] 
Poster
None
MT-CC: Multi-Group Temperature Scaling for Asymmetric Calibration Behavior in Class-Incremental Learning
Sungjun Yun ⋅ Yonghee Choi ⋅ Dong-Jun Han
[ OpenReview] 
Poster
None
Disentangled Sparse Representations for Concept-Separated Diffusion Unlearning
Hyeonjin Kim ⋅ Hangyeol Jung ⋅ Heechan Yun ⋅ Sungjun Yun ⋅ Dong-Jun Han
[ OpenReview] 
Poster
None
Representation Rigidity in Face Embeddings: Orthogonal Identifiability and Backfill-Free Compatibility
Yongle Zhao ⋅ Zhichao Chen ⋅ Yin Xie ⋅ Jun Wang ⋅ Ziyong Feng
[ OpenReview] 
Poster
None
Generalization Error Bounds for Picard-Type Operator Learning in Nonlinear Parabolic PDEs
Koichi Taniguchi ⋅ Sho Sonoda
[ OpenReview] 
Poster
None
Test-Time Graph Anomaly Detection via Shifted Augmentation with Dynamic Objective Scheduling
Chunjing Xiao ⋅ Ruobing Fan ⋅ Tian Zhao ⋅ Fan Zhou ⋅ Chong Tang ⋅ Ying Ma
[ OpenReview] 
Poster
None
From Jumps to Signatures: a Generative Method for Temporal Point Processes
Niels Cariou-Kotlarek ⋅ Vasileios Lampos
[ OpenReview] 
Poster
None
An In-Depth Analysis of Hallucination Detection Methods for Vision-Language Models
Allison Chen ⋅ William Yang ⋅ Salma Abdel Magid ⋅ Jonathan Williams ⋅ Olga Russakovsky ⋅ Esin Tureci
[ OpenReview] 
Poster
None
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
Zhuofeng Li ⋅ Haoxiang Zhang ⋅ Cong Wei ⋅ Pan Lu ⋅ Ping Nie ⋅ Yuyang Bai ⋅ Shangbin Feng ⋅ Hangxiao Zhu ⋅ Ming Zhong ⋅ Yuyu Zhang ⋅ Jianwen Xie ⋅ Yejin Choi ⋅ James Zou ⋅ Jiawei Han ⋅ Wenhu Chen ⋅ Jimmy Lin ⋅ Dongfu Jiang ⋅ Yu Zhang
[ OpenReview] 
Poster
None
Semantic-Statistical Prior Banks for Federated Low-Shot Learning under Non-IID Clients
Jiaying Wu ⋅ Can Gao ⋅ Lei Shi ⋅ Jia Luo ⋅ Dongmei Wei ⋅ Feifei Yang ⋅ Pengfei Zhang ⋅ Feifei Kou ⋅ Zhaoman Zhong
[ OpenReview] 
Poster
None
Stabilizing Few-Shot Object Detection with Language-Conditioned Probabilistic Prototypes
Jiaying Wu ⋅ yuchun zhao ⋅ Lei Shi ⋅ Jia Luo ⋅ Dongmei Wei ⋅ Feifei Kou ⋅ Pengfei Zhang ⋅ Zhaoman Zhong
[ OpenReview] 
Poster
None
Diffusion Path Samplers via Sequential Monte Carlo
James M Young ⋅ Paula Cordero-Encinar ⋅ Sebastian Reich ⋅ Andrew Duncan ⋅ O. Deniz Akyildiz
[ OpenReview] 
Poster
None
Bayesian Preference Learning for Test-Time Steerable Reward Models
Jiwoo Hong ⋅ Shao Tang ⋅ Zhipeng Wang
[ OpenReview] 
Poster
None
Black-box model classification under the discriminative factorization
Hayden Helm ⋅ Merrick Ohata ⋅ Carey E Priebe
[ OpenReview] 
Poster
None
As the Story Unfolds: Watching a Film and Identifying Characters as a Human Does
Zhongrui Gui ⋅ Junyu Xie ⋅ Tengda Han ⋅ Weidi Xie ⋅ Andrew Zisserman
[ OpenReview] 
Poster
None
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning
Zuhao Yang ⋅ Kaichen Zhang ⋅ Sudong Wang ⋅ Keming Wu ⋅ Zhongyu Yang ⋅ Bo Li ⋅ Xiaojuan Qi ⋅ Shijian Lu ⋅ Xingxuan Li ⋅ Lidong Bing
[ OpenReview] 
Poster
None
Rethinking LoRA Initialization for Robust Asymmetric Learning Rates
Disen Liao ⋅ Yaoliang Yu
[ OpenReview] 
Poster
None
HyperNSDE: Personalized Neural SDEs for Joint Static—Longitudinal Clinical Data Generation
Perrine Chassat ⋅ Agathe Guilloux
[ OpenReview] 
Poster
None
Perception Without Engagement: Dissecting the Causal Discovery Deficit in LMMs
Jiafeng Liang ⋅ Zhihao Zhu ⋅ Zihan Zhang ⋅ Baoqi Ren ⋅ Tao Ren ⋅ Shixin Jiang ⋅ Runxuan Liu ⋅ Ming Liu ⋅ See-Kiong Ng ⋅ Bing Qin
[ OpenReview] 
Poster
None
Never Go Full Batch: Stochastic TMLE for Large-Scale Debiased Inference
Diyang Li ⋅ Fei Wang ⋅ Kyra Gan
[ OpenReview] 
Poster
None
Regularization Paths for Continuous DAG Learning
Diyang Li ⋅ Fei Wang ⋅ Kyra Gan
[ OpenReview] 
Poster
None
Efficient Fine-Tuning for Structured Sparsity Under Group Repartitioning
Diyang Li
[ OpenReview] 
Poster
None
Unsupervised Unlearnable Segmentation via Semantic Structure Disruption
Jiale Cai ⋅ Zhihao Li ⋅ Gezheng Xu ⋅ Ruiyi Fang ⋅ Hao Zheng ⋅ Zhimin Mei ⋅ Song Tang ⋅ Charles Ling ⋅ Boyu Wang
[ OpenReview] 
Poster
None
QWaveNet: Quantum-Enhanced Wavelet Network for Time Series Forecasting
Fan Zhang ⋅ Shijun Chen ⋅ Meijia Wang ⋅ Shiming Fan ⋅ Zexuan Ma ⋅ Hua Wang
[ OpenReview] 
Poster
None
Beyond Feature Disruption: Boundary-Diverting Unlearnable Examples against Linear Probing
Zhihao Li ⋅ Jiale Cai ⋅ Gezheng Xu ⋅ Ruiyi Fang ⋅ Hao Zheng ⋅ RUIZHI PU ⋅ Zhong Ji ⋅ Charles Ling ⋅ Boyu Wang
[ OpenReview] 
Poster
None
Volatility-Whitened Probabilistic Residual Modeling for Long-Term Time Series Forecasting
Fan Zhang ⋅ Shiming Fan ⋅ Zexuan Ma ⋅ Shijun Chen ⋅ Meijia Wang ⋅ Hua Wang
[ OpenReview] 
Poster
None
A Reproducible Evaluation Protocol for Quantum Non-Linearity in Variational Quantum Models
Pavel Sulimov ⋅ Claude Lehmann
[ OpenReview] 
Poster
None
OpInf-LLM: Parametric PDE Solving with LLMs via Operator Inference
Zhuoyuan "Jacob" Wang ⋅ Hanjiang Hu ⋅ Xiyu Deng ⋅ Saviz Mowlavi ⋅ Yorie Nakahira
Poster
None
Decompose the Distillation: Interpretable Single-Pass Guidance for Diffusion Models
Wuyang Zhang ⋅ Xiaolin Xu
[ OpenReview] 
Poster
None
Measuring Black-Box Confidence via Reasoning Trajectories: Geometry, Coverage, and Verbalization
Marc Boubnovski Martell ⋅ Josefa Stoisser ⋅ Kaspar Märtens ⋅ Jialin Yu ⋅ Robert Kitchen ⋅ Philip Torr ⋅ Jesper Ferkinghoff-Borg
[ OpenReview] 
Poster
None
Cardinality-Decomposed Loss for Heterogeneous GNNs
Parul Maheshwari ⋅ Amulya Paruchuri ⋅ Alireza S Shirazi
[ OpenReview] 
Poster
None
DyJR: Preserving Local Policy Plasticity in Reinforcement Learning with Verifiable Rewards via Dynamic Jensen-Shannon Replay
Long Li ⋅ Zhijian Zhou ⋅ Tianyi Wang ⋅ Weidi Xu ⋅ Zuming Huang ⋅ Wei Chu ⋅ Zhe Wang ⋅ Shirui Pan ⋅ Chao Qu ⋅ Yuan Qi
[ OpenReview] 
Poster
None
Learned Lagrangian Models of PDEs via Euler–Lagrange Residual Minimization
Lyra Zhornyak ⋅ Eric Forgoston ⋅ M. A Hsieh
[ OpenReview] 
Poster
None
Scalable Neural Safety Certification via Monotonicity
Amirreza Alavi ⋅ Majid Zamani ⋅ Saber Jafarpour
[ OpenReview] 
Poster
None
Memory-Efficient Federated Fine-Tuning of LLMs via Block-wise Progressive Training
Qianyue Cao ⋅ Zongwei Zhu ⋅ Boyu Li ⋅ Yi Xiong ⋅ Zirui Lian ⋅ Xuehai Zhou
[ OpenReview] 
Poster
None
Learning from Ranking Feedback: Improved Regret Bounds via Independence Preserving Rank Breaking
Nigel Q Strachan ⋅ Sattar Vakili ⋅ Matthijs Spaan ⋅ Julia Olkhovskaya
[ OpenReview] 
Poster
None
Parallel-in-Time Training of Recurrent Neural Networks for Dynamical Systems Reconstruction
Florian Hess ⋅ Florian Götz ⋅ Daniel Durstewitz
[ OpenReview] 
Poster
None
FakeParts: a New Family of AI-Generated Video Forgeries
Ziyi LIU ⋅ Firas Gabetni ⋅ Awais H SANI ⋅ Xi Wang ⋅ Soobash Daiboo ⋅ Gaëtan Brison ⋅ Gianni Franchi ⋅ Vicky Kalogeiton
[ OpenReview] 
Poster
None
Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale
Amit Roth ⋅ Ankur Samanta ⋅ Matan Halevy ⋅ Yoav Levine ⋅ Yonathan Efroni
[ OpenReview] 
Poster
None
WebArena-Pro: A Heterogeneous, Multimodal, Reproducible Benchmark for Web Agents
Imene Kerboua ⋅ Fatemeh P Zadeh ⋅ Xing Han Lu ⋅ Weijian Qi ⋅ Alexander Miller ⋅ Junyi Song ⋅ Yunjia Tian ⋅ Dongjin Kang ⋅ Seyeon Choi ⋅ Marzia Nouri ⋅ Ewen Gueguen ⋅ Matteo Boglioni ⋅ Fengyuan Liu ⋅ Zeyi Liao ⋅ Mengqi Yuan ⋅ Yue Li ⋅ Alexandre Lacoste ⋅ Alexandre Drouin ⋅ Spandana Gella ⋅ Huan Sun ⋅ Gunhee Kim ⋅ Siva Reddy
[ OpenReview] 
Poster
None
MAPS: Margin-Aware Priors and Verifier-Guided Search for Embodied Planning
XIN Li ⋅ Junquan Huang ⋅ Xujia Li ⋅ Lei Chen
[ OpenReview] 
Poster
None
EditBridge: Towards Faithful and Efficient Ultra-High-Resolution Image Editing
Jiayi Song ⋅ Shijie Huang ⋅ Fangtai Wu ⋅ Yubo Huang ⋅ Zhenxiong Tan ⋅ Songhua Liu ⋅ Jiaming Liu ⋅ Ruihua Huang
[ OpenReview] 
Poster
None
The Geometry of Linear Program Compression: An Exact Characterization and Learning Algorithm
Yuhan Ye ⋅ Omar Bennouna
[ OpenReview] 
Poster
None
Parameterized Complexity of Stationarity Testing for Piecewise-Affine Functions and Shallow CNN Losses
Yuhan Ye
[ OpenReview] 
Poster
None
TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks
Zhaoyang Chu ⋅ Jiarui Hu ⋅ Xingyu Jiang ⋅ Pengyu Zou ⋅ Han Li ⋅ Chao Peng ⋅ Peter O'Hearn ⋅ Earl Barr ⋅ Mark Harman ⋅ Federica Sarro ⋅ He Ye
[ OpenReview] 
Poster
None
MAGE: Towards Generalizable Multi-timescale EEG Representations
Tuan-Kiet Doan ⋅ Van Chien Nguyen ⋅ Trung-Hieu Tran ⋅ Quang H Pham ⋅ Ngoc-Son Vu ⋅ Huy Phan ⋅ Phi Le Nguyen ⋅ Duc H LE ⋅ Nikola Simidjievski ⋅ Van-Tam Nguyen
[ OpenReview] 
Poster
None
Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots
Guangcheng Zhu ⋅ Shenzhi Yang ⋅ Haobo Wang ⋅ Xing Zheng ⋅ Yingfan Ma ⋅ Xuening Feng ⋅ Zhongqi Chen ⋅ Bowen Song ⋅ Weiqiang Wang ⋅ Gang Chen
[ OpenReview] 
Poster
None
From Structural Feedback to Prompt Policies: Learning Faithful Text-to-Image Prompt Editors
Wentao Ye ⋅ Yali Ye ⋅ Zhiqing Xiao ⋅ Ru Peng ⋅ Xinpeng Ti ⋅ Liyao Li ⋅ Zhanming Shen ⋅ Peng Lu ⋅ Jie Zhang ⋅ Haobo Wang
[ OpenReview] 
Poster
None
NavAble: A Large-Scale Dataset and Synthetic Data Generation Pipeline for Blind Navigation
Hochul Hwang ⋅ Jahir Sadik Monon ⋅ Soowan Yang ⋅ Shiven U Patel ⋅ Anh N Nguyen ⋅ Kien Nguyen ⋅ Keshav Garg ⋅ Dylan Gage ⋅ Duretti Hordofaa ⋅ Anshu Anjna ⋅ Eshed Ohn-Bar ⋅ Donghyun Kim
[ OpenReview] 
Poster
None
Residual Expertise Is Not Decision Value
Nidhish Shah ⋅ Shaurjya Mandal ⋅ Asfandyar Azhar
[ OpenReview] 
Poster
None
UMAS: System-Level Uncertainty Quantification for Multi-Agent LLM Systems
Hanwen Li ⋅ Jinhao Duan ⋅ Xiaoshuang Shi ⋅ Yue Zhang ⋅ Tianlong Chen ⋅ Kaidi Xu ⋅ Chenxi Yuan
[ OpenReview] 
Poster
None
MemCoRe: Recovering Evidence from Progressively Compressed Factual Knowledge for Agent Memory
Zhenyuan Zhang ⋅ Jia Xianzhang ⋅ Zhiqin Yang ⋅ Zhenbo Song ⋅ Wei Xue ⋅ Sirui Han ⋅ Yike Guo
[ OpenReview] 
Poster
None
Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering
Jaewoo Jung ⋅ Hyeonseo Yu ⋅ Honggyu An ⋅ Jisang Han ⋅ Mungyeom Kim ⋅ Minkyeong Jeon ⋅ Heeseong Shin ⋅ WonJun Moon ⋅ Federico Tombari ⋅ Daniel Barath ⋅ Marc Pollefeys ⋅ Seungryong Kim ⋅ Sunghwan Hong
[ OpenReview] 
Poster
None
A Curvature Phase Transition Governs Coherence Penalty Efficiency Against Feature Absorption in SAEs
Hak H Kim ⋅ Yash Raj ⋅ Peter Chin ⋅ Soroush Vosoughi
[ OpenReview] 
Poster
None
A dynamical systems theory of reward-modulated learning in linear recurrent networks
Dimitra Maoutsa
[ OpenReview] 
Poster
None
Balancing Frequencies and Pixels in Flow Matching
Lucas Degeorge ⋅ Paul Couairon ⋅ Arijit Ghosh ⋅ Alexei Efros ⋅ David Picard ⋅ Vicky Kalogeiton
[ OpenReview] 
Poster
None
DT-PBO: an Interpretable Tree-based Surrogate Model for Preferential Bayesian Optimization
Thomas Quadt ⋅ Nick Leenders ⋅ Roy Lindelauf ⋅ Herman Monsuur ⋅ Mark Voskuijl ⋅ Joost van Oijen ⋅ Boris Cule
[ OpenReview] 
Poster
None
Zero-Violation Regret for Cooperative Markov Games with Coupled Instantaneous Hard Constraints
Jialei Liu ⋅ Ming Shi
[ OpenReview] 
Poster
None
Stability-Weighted Direction Regularization Disentangles Generator Shortcuts from Detection Signal
Jang Ho Choi ⋅ Seongho Kim ⋅ Jaehyun Choi ⋅ Dahye Kim ⋅ Sungwon Yi ⋅ Eunho Yang
[ OpenReview] 
Poster
None
Panoptic Scene Program Diffusion Transformer
Chika Maduabuchi
[ OpenReview] 
Poster
None
Improved Leverage Score Sampling for Constrained Active Linear Regression
Aarshvi Gajjar ⋅ Syamantak Kumar ⋅ Aditya Makkar ⋅ Christopher Musco ⋅ Yihan Zhou
[ OpenReview] 
Poster
None
MetaKE: Meta-Learning for Knowledge Editing Toward a Better Accuracy-Editability Trade-off
Shuxin Liu ⋅ Di Gao ⋅ Ou Wu
[ OpenReview] 
Poster
None
One Algorithm, Two Goals: Dual Scoring for Parameter and Data Selection in LLM Fine-Tuning
Xinrui Chen ⋅ Liu Yang ⋅ Ou Wu
[ OpenReview] 
Poster
None
Spend Only What You Need: Defect-Aware Residual Coverage for Efficient Multi-Agent Reasoning
Maisha Maliha ⋅ Dean F Hougen
[ OpenReview] 
Poster
None
Unified Resource-Grounded Coordination Protocol for Orchestrator-Free Heterogeneous Multi-Agent Systems
Vishal Pramanik ⋅ Maisha Maliha ⋅ Olivera Kotevska ⋅ Arvind Ramanathan ⋅ Nathaniel D Bastian ⋅ Susmit Jha ⋅ Sumit K K Jha
[ OpenReview] 
Poster
None
What Remains in Sight? Autoregressive Video Decoding as Representation-Guided Context Rewriting
Lixuan He ⋅ Jihyeon Je ⋅ Yang You ⋅ Leonidas Guibas
[ OpenReview] 
Poster
None
Harmless in Pieces, Harmful in Motion: Detecting Multi-Agent Jailbreaks
Vishal Pramanik ⋅ Maisha Maliha ⋅ Olivera Kotevska ⋅ Nathaniel D Bastian ⋅ Susmit Jha ⋅ Sumit K K Jha
[ OpenReview] 
Poster
None
WavFlow: Flowing Through Waveforms for Audio Generation
Feiyan Zhou ⋅ Luyuan Wang ⋅ Shoufa Chen ⋅ Zhe Wang ⋅ Zhiheng Liu ⋅ Yuren Cong ⋅ Xiaohui Zhang ⋅ Fanny Yang ⋅ Belinda Zeng
[ OpenReview] 
Poster
None
Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory
Runxi Cheng ⋅ Yuchen Guan ⋅ Yongxian Wei ⋅ Qianpu Sun ⋅ Qixiu Li ⋅ Sinan Du ⋅ Feng Xiong ⋅ Chun Yuan ⋅ Yan Lu ⋅ Yeyun Gong
[ OpenReview] 
Poster
None
RESIST: Resilient Decentralized Learning Using Consensus Gradient Descent
Cheng Fang ⋅ Rishabh Dixit ⋅ Waheed Bajwa ⋅ Mert Gurbuzbalaban
Poster
None
Decentralized Coupled Representation Learning
Zilin Li ⋅ Weiwei Xu ⋅ Xuchun Tong ⋅ Xuanbo Lu ⋅ Xuanqi Zhao ⋅ Ge Zhang
[ OpenReview] 
Poster
None
Majority Bit-Aware Watermarking for Large Language Models
Jiahao Xu ⋅ Rui Hu ⋅ Olivera Kotevska ⋅ Zikai Zhang
[ OpenReview] 
Poster
None
Reading, Not Thinking: Bridging the Modality Gap When Text Becomes Pixels
Kaiser Sun ⋅ Xiaochuang Yuan ⋅ Hongjun Liu ⋅ Chen Zhao ⋅ Cheng Zhang ⋅ Mark Dredze ⋅ Fan Bai
[ OpenReview] 
Poster
None
Efficient Serving for Dynamic Agent Workflows with Prediction-based KV-Cache Management
Haoyu Zheng ⋅ Fangcheng Fu ⋅ Jia Wu ⋅ Binhang Yuan ⋅ Yongqiang Zhang ⋅ Hao Wang ⋅ Yuanyuan Zhu ⋅ Xiao Yan ⋅ Jiawei Jiang
[ OpenReview] 
Poster
None
BlenderFORGE: Framework for Optimizing Reactive 3D-Graphics Editing Ability of MLLMs
Zilin Guo ⋅ Tianrui ZHANG ⋅ Yi RONG ⋅ Yichen Liu ⋅ Yuxin Guo ⋅ Jingcheng Ni ⋅ Lewei Lu ⋅ Zehuan Wu ⋅ Dan Xu
[ OpenReview] 
Poster
None
scMAF: Single-Cell Multi-Omics Clustering via Adaptive Modality Fusion
Jun Fu ⋅ Yiding Lu ⋅ Ruohong Yang ⋅ Xi Peng ⋅ Yunfan Li
[ OpenReview] 
Poster
None
When Scores Conflict with Preferences: Calibrated Drift Control for Heterogeneous DPO
Ping Liu ⋅ Yan Yan
[ OpenReview] 
Poster
None
Task-Induced Riemannian Metrics for Vision Transformer Feature Spaces
Andrew Bond ⋅ Ege E Özlü ⋅ Tuna Çimen ⋅ Ilkin U Melanlioglu ⋅ Tolga Birdal ⋅ Erkut Erdem ⋅ Aykut Erdem
[ OpenReview] 
Poster
None
ProgramBench: Can Language Models Rebuild Programs From Scratch?
John Yang ⋅ Kilian Lieret ⋅ Jeffrey Ma ⋅ Parth Thakkar ⋅ Dmitrii Pedchenko ⋅ Sten Sootla ⋅ Emily McMilin ⋅ Pengcheng Yin ⋅ Rui Hou ⋅ Gabriel Synnaeve ⋅ Diyi Yang ⋅ Ofir Press
[ OpenReview] 
Poster
None
LoRaQ: Optimized Low Rank Approximation for 4-bit Quantization
Yann Bouquet ⋅ Alireza Khodamoradi ⋅ Sophie Y Shen ⋅ Kristof Denolf ⋅ Mathieu Salzmann
[ OpenReview] 
Poster
None
Beyond Raw Observations: Distilling and Storing Invariant Driving Memories for Generalizable Autonomous Driving
Xue Zhao ⋅ Cewu Lu ⋅ Xinbing Wang ⋅ Nanyang Ye
[ OpenReview] 
Poster
None
Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
Xinran Liu ⋅ Elaheh Akbari ⋅ Rocio Diaz Martin ⋅ Navid NaderiAlizadeh ⋅ Soheil Kolouri
[ OpenReview] 
Poster
None
Optimizing Computational-Statistical Runtime for Wasserstein Distance Estimation
Peter M Jacobs ⋅ Jeff M Phillips
[ OpenReview] 
Poster
None
Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators
Wenshuo Wang ⋅ Fan Zhang
[ OpenReview] 
Poster
None
Posterior-First Neural PDE Simulation: Inferring Hidden Problem State from a Single Field
Wenshuo Wang ⋅ Fan Zhang
[ OpenReview] 
Poster
None
OpticalRAG: Pixel-Space Compression for Token-Efficient Retrieval-Augmented Generation
Senhao Liu ⋅ Yuheng Zhang ⋅ Chunyu Wei ⋅ Yueguo Chen ⋅ Xinran Zhang
[ OpenReview] 
Poster
None
Effective Biological Representation Learning by Masking Gene Expression
Kian Kenyon-Dean ⋅ Alina Selega ⋅ Ihab Bendidi ⋅ Jordan M Sorokin ⋅ Luca Bertinetto ⋅ David Errington ⋅ Hayley Donnella ⋅ Oren Kraus
[ OpenReview] 
Poster
None
We Need to Improve Benchmarks in AI for Mathematics
Simon Frieder ⋅ Jonas Bayer ⋅ Shi Zhuo Looi ⋅ Jacob Loader ⋅ Julius Berner ⋅ Katie Collins ⋅ Andras Juhasz ⋅ Fabian Ruehle ⋅ Sean Welleck ⋅ Gabriel Poesia ⋅ Ionut Mistreanu ⋅ Ryan-Rhys Griffiths ⋅ Adrian Weller ⋅ Anirudh Goyal ⋅ Thomas Lukasiewicz ⋅ Cameron Freer ⋅ Kevin Buzzard ⋅ W. T Gowers
[ OpenReview] 
Poster
None
CCDiff: Inverse Canonical Correlation Analysis for Discovering Visual Differences in Natural Language
Neelesh Bisht ⋅ Xingjian Li ⋅ Zihan Li ⋅ Bo Jiang ⋅ Runmin Jiang ⋅ Mostofa Rafid Uddin ⋅ Yang Liu ⋅ Min Xu
[ OpenReview] 
Poster
None
The Unembedding Bottleneck: A Mechanistic Analysis of Single Digit Counting in LLMs
Satwik Sunnam ⋅ Raghav Magazine ⋅ Vatsalya Singh ⋅ Lavanya Kotha ⋅ Xingjian Li ⋅ Min Xu
[ OpenReview] 
Poster
None
TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning
Etienne Le Naour ⋅ Tahar Nabil ⋅ Adrien Petralia
[ OpenReview] 
Poster
None
MEMAUDIT: An Exact Package-Oracle Evaluation Protocol for Budgeted Long-Term LLM Memory Writing
Nishant Bhargava ⋅ Rodrigo S Barrento
[ OpenReview] 
Poster
None
Federated Unlearning with Gradient Adaptive Shaping
Siyin Huang ⋅ Yufan Liao ⋅ Yuelin Du ⋅ Yu Zhang
[ OpenReview] 
Poster
None
VocalCoachBench: Benchmarking Audio-Language Models on Expert Feedback for Singing
Hayeon Bang ⋅ Hounsu Kim ⋅ Wonil Kim ⋅ Juhan Nam
[ OpenReview] 
Poster
None
Phases of Muon: When Muon Eclipses SignSGD
Elliot Paquette ⋅ Noah Marshall ⋅ Lucas Benigni ⋅ Guangyuan Wang ⋅ Atish Agarwala ⋅ Courtney Paquette
[ OpenReview] 
Poster
None
LaMo: Self-Supervised Latent Motion Priors for Physical Realism in Video Generation
Bo Jiang ⋅ Depu Meng ⋅ yihan hu ⋅ Yichen Xie ⋅ Tianshuo Xu ⋅ Wei Zhan
[ OpenReview] 
Poster
None
s2n-bignum-bench: A practical benchmark for evaluating low-level code reasoning of LLMs
Balaji Rao ⋅ Soonho Kong ⋅ Juneyoung Lee ⋅ Carlo Lipizzi
[ OpenReview] 
Poster
None
Teaching Video Generators to Remember: Eliciting Dynamic Memory for Out-of-Sight State Evolution
Tianshuo Xu ⋅ Yichen Xie ⋅ Depu Meng ⋅ Chensheng Peng ⋅ Quentin HERAU ⋅ Bo Jiang ⋅ yihan hu ⋅ Wei Zhan
[ OpenReview] 
Poster
None
Crosscoding Through Time: Sparse Feature Discovery Across Sequence Positions
Dmitry Manning-Coe ⋅ Han Xuanyuan ⋅ Aniket Deshpande ⋅ Andrii Shportko ⋅ William Fei
[ OpenReview] 
Poster
None
Rethinking SAE Evaluation: An Atomic Interpretable Unit Framework Reveals Hidden Polysemanticity and Redundancy
Riteng Zhang ⋅ Xiaoqian Wang
[ OpenReview] 
Poster
None
Understanding Multimodal Failure in Action-Chunking Behavioral Cloning
Lorenzo Mazza ⋅ Massimiliano Datres ⋅ Ariel Rodriguez ⋅ Sebastian Bodenstedt ⋅ Gitta Kutyniok ⋅ Stefanie Speidel
[ OpenReview] 
Poster
None
ClawBenchPro: Benchmarking How Well Agent Harnesses Work
Yufei Liu ⋅ Yirong Zeng ⋅ Yuxiang He ⋅ Yutai Hou ⋅ Yuxian Wang ⋅ Qunyao Du ⋅ WangXu ⋅ Xiao Ding ⋅ Wu Ning ⋅ Hao Cong ⋅ Dandan Tu ⋅ Qixun Zhang ⋅ Ting Liu
[ OpenReview] 
Poster
None
Adaptive Covariance and Multi-Layer Alignment for Out-of-Distribution Detection
Haoyang Su ⋅ Qi Chen ⋅ Max Gutbrod ⋅ Johan Verjans ⋅ Zhibin Liao
[ OpenReview] 
Poster
None
Local Sparsity Enables Unsupervised LLM Safety Detection
Xin Chen, Cynthia ⋅ Gil Kur ⋅ Aleksandr Shevchenko ⋅ Andreas Krause
[ OpenReview] 
Poster
None
Steer-to-Detect: Probing Hidden Representations for Detection of LLM-Generated Texts
Luxu LIANG ⋅ Xiang Li
[ OpenReview] 
Poster
None
mmLIP: mmWave Radar-Language Interactive Pretraining via Point Confidence
Jeongwan Shin ⋅ Jaehyeon Kim ⋅ Jae-Ho Choi
[ OpenReview] 
Poster
None
RadarMAE: Injecting Physical Inductive Biases into Masked Autoencoders for Advanced Radar Object Detection
EunChan Kim ⋅ Jeongwan Shin ⋅ Jae-Ho Choi
[ OpenReview] 
Poster
None
Boosting Multiagent Reinforcement Learning at High Replay Ratios with Ensemble Reset
Yaodong Yang ⋅ Hongyao Tang ⋅ Guangyong Chen ⋅ Pheng-Ann Heng
[ OpenReview] 
Poster
None
nuReasoning: A Reasoning-Centric Dataset and Benchmark for Long-Tail Autonomous Driving
Zhiyu Huang ⋅ Johnson Liu ⋅ Rui Song ⋅ Zewei Zhou ⋅ Ruining Yang ⋅ Yun Zhang ⋅ Tianhui Cai ⋅ Hanyin Zhang ⋅ Mingxuan Gao ⋅ Valeria Xu ⋅ Jiali Chen ⋅ Yishan Shen ⋅ Yiluan Guo ⋅ Tony Qi ⋅ Jiaqi Ma
[ OpenReview] 
Poster
None
RxGS: Receiver-Generalizable 3D Gaussian Splatting for Radio-Frequency Data Synthesis
Kang Yang ⋅ Mani Srivastava
[ OpenReview] 
Poster
None
Towards Unified Memory Adaptation for LLM Agents: Textual, Latent, and Parametric Pathways
Rui Li ⋅ Haoran Tan ⋅ Xiaohe Bo ⋅ Yiqun Chen ⋅ Meizhi Zhong ⋅ Xiaochi Wei ⋅ Yan Gao ⋅ YIWU ⋅ Yao Hu ⋅ Xu Chen
[ OpenReview] 
Poster
None
BRAVO: Bridge Matching for Autoregressive Video Generation
Shihua Zhang ⋅ Zhenxiong Tan ⋅ Xinchao Wang
[ OpenReview] 
Poster
None
Forgetting to Improve: Principled Data Removal in Active Learning
Manuel Wendl ⋅ Erik Englesson ⋅ Andreas Krause ⋅ Carl Henrik Ek
[ OpenReview] 
Poster
None
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation
Joon Ha Kim ⋅ Geon-Woo Kim ⋅ Anoop Rachakonda ⋅ Daehyeok Kim
[ OpenReview] 
Poster
None
Complex Schrödinger Bridges
Dong-Sig Han ⋅ Tolga Birdal
[ OpenReview] 
Poster
None
Mixture of Probes: Learning with Privileged Modalities in Multimodal LLMs Through Probing
Dominick Reilly ⋅ Qiyu Wu ⋅ Hiromi Wakaki ⋅ Srijan Das ⋅ Yuki Mitsufuji
[ OpenReview] 
Poster
None
ActO: Extracting Action Representations from MLLM Embeddings for Video World Models
Runjia Li ⋅ Minghao Chen ⋅ Junyu Xie ⋅ Philip Torr ⋅ Andrea Vedaldi ⋅ Tomas Jakab
[ OpenReview] 
Poster
None
Sample-Efficient Optimization over Generative Priors via Coarse Learnability
Pranjal Awasthi ⋅ Sreenivas Gollapudi ⋅ Ravi Kumar ⋅ Kamesh Munagala
[ OpenReview] 
Poster
None
One World, Dual Timeline: Decoupled Spatio-Temporal Gaussian Scene Graph for 4D Cooperative Driving Reconstruction
Yulong Chen ⋅ Xiaoyun Dong ⋅ Haoyu Zhang ⋅ Zongxian Yang ⋅ Lewei Xie ⋅ Xinke Li ⋅ Yifan Zhang ⋅ Kai Wang ⋅ Jianping Wang
[ OpenReview] 
Poster
None
Inference and estimation with unidentifiable latent treatment effects
Christopher Tosh ⋅ Boyuan Zhang ⋅ Wesley Tansey
[ OpenReview] 
Poster
None
UtoMe: Observation-Uncertainty-Guided Token Merging for Weather Foundation Models
Yunbei Zhang ⋅ Janet Wang ⋅ Xi Xiao ⋅ Jihun Hamm ⋅ Xiao Wang
[ OpenReview] 
Poster
None
World Motion Models: Flexible Sequence Modeling of SE(3) Trajectories
Jiahui Lei ⋅ Qianqian Wang ⋅ Trevor Darrell ⋅ Angjoo Kanazawa
[ OpenReview] 
Poster
None
Post-Selection Distributional Model Evaluation
Amirmohammad Farzaneh ⋅ Osvaldo Simeone
[ OpenReview] 
Poster
None
From Squeezing to Grounding: Visual Guided DPO for Multimodal Hallucination Mitigation
Wenqi Liu ⋅ Hongxin He ⋅ Yunxiao Wang ⋅ Xuemeng Song ⋅ Yupeng Hu ⋅ Yinwei Wei
[ OpenReview] 
Poster
None
The Alignment Tax Concentrates in Output Projections
Ming Liu
[ OpenReview] 
Poster
None
Hyperbolic Concept Embedding Model for Interpretable Medical Image Diagnosis
Qihao Xu ⋅ Yadong Liu ⋅ Yong Xu ⋅ Xiaoling Luo ⋅ Chengliang Liu
[ OpenReview] 
Poster
None
Revisiting On-policy Adversarial Black-Box Distillation: Calibrating Groupwise Reward Geometry for Effective Advantage Construction
Xiao Cui ⋅ Mo Zhu ⋅ Yulei Qin ⋅ Yuze Wu ⋅ Wengang Zhou ⋅ Houqiang Li
[ OpenReview] 
Poster
None
MaskSense: Confronting the Visual Exploration Trap in Masked Image Generation
Yawen Shao ⋅ Jie Xiao ⋅ Kai Zhu ⋅ Yu Liu ⋅ Hongchen Luo ⋅ Xueyang Fu ⋅ Yang Cao ⋅ Wei Zhai ⋅ Zheng-Jun Zha
[ OpenReview] 
Poster
None
POST: Progressive Object-Slot Tokenization for Multimodal Large Language Models
Junyu Zhou ⋅ han li ⋅ Wenrui Dai ⋅ Fan He ⋅ Ziyang Zheng ⋅ Hang Xu ⋅ Chenglin Li ⋅ Junni Zou ⋅ Hongkai Xiong
[ OpenReview] 
Poster
None
Search, Edit, and Fold: LLM-Guided MSA Optimization for Protein Conformation Prediction
Yu Pei ⋅ Jiangtao Feng ⋅ Hao Wang ⋅ Dongyu Xue ⋅ Keyue Qiu ⋅ Hao Zhou ⋅ Wei-Ying Ma
[ OpenReview] 
Poster
None
AURA: An Autonomous Retouching Agent with Photographic Visual Thinking
Shuaizheng Liu ⋅ Fangzhou Han ⋅ Jiarong Liao ⋅ Yujing Sun ⋅ Lingchen Sun ⋅ Ruibin Li ⋅ Xinyu Wei ⋅ Jie Liang ⋅ Hui Zeng ⋅ Xindong Zhang ⋅ Lei Zhang
[ OpenReview] 
Poster
None
BrainWorld: A Structural-Prior-Conditioned Generative Model for Whole-Brain 4D fMRI Dynamics
Junfeng Xia ⋅ Wenhao Ye ⋅ Junxiang Zhang ⋅ Xuanye Pan ⋅ Mo WANG ⋅ Quanying Liu
[ OpenReview] 
Poster
None
PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation
Yanjie Pan ⋅ Qingdong He ⋅ Zhengkai Jiang ⋅ Pengcheng Xu ⋅ Chaoyi Wang ⋅ Jinlong Peng ⋅ Haoxuan Wang ⋅ Yun Cao ⋅ Zhenye Gan ⋅ Mingmin Chi ⋅ Bo Peng ⋅ Yabiao Wang
[ OpenReview] 
Poster
None
GaitLingo: Self-Supervised Gait Representation Learning with Language Priors
Chenye Wang ⋅ Zhengxiang Lan ⋅ Saihui Hou ⋅ Zhikang Liu ⋅ Xingqun Qi ⋅ Sirui Han ⋅ Yongzhen Huang
[ OpenReview] 
Poster
None
SPIRAL: Self-Evolving Action-Conditioned Video Generation via Reflective Planning Agents
Yu Yang ⋅ Yue Liao ⋅ Jianbiao Mei ⋅ Baisen Wang ⋅ Jiangning Zhang ⋅ Xiangtai Li ⋅ Liang Lv ⋅ Hanlin Chen ⋅ Yong Liu ⋅ Shuicheng Yan ⋅ Gim Hee Lee
[ OpenReview] 
Poster
None
On Minimizing Regret in Fixed-Confidence $\varepsilon$-Best Arm Identification
Tianyuan Jin ⋅ Junwen Yang ⋅ Vincent Tan
[ OpenReview] 
Poster
None
DiDE: Direct Injection with Color-Texture DEcoupling for 3D Stylization
Tao Wu ⋅ Alexandra Gomez-Villa ⋅ Senmao Li ⋅ Yaxing Wang ⋅ Joost van de Weijer ⋅ Kai Wang
[ OpenReview] 
Poster
None
Small Model Portfolios for Many Deployment Profiles: Submodular Coverage under Bundled Constraints
Ji Cheng
[ OpenReview] 
Poster
None
Hessian-Dependent Sample Complexity in Zeroth-Order Stochastic Optimization: Suboptimality of Convex-Support Sampling and Optimal Sample Complexity
Mengtian Hong ⋅ Jason Lee ⋅ Qian Yu
[ OpenReview] 
Poster
None
Revisiting Diffusion Model Predictions Through Dimensionality
Qing Jin ⋅ Chaoyang Wang
[ OpenReview] 
Poster
None
On the Faithfulness of Visual Thinking: Measurement and Enhancement
Zujing Liu ⋅ Junwen Pan ⋅ Qi She ⋅ Yuan Gao ⋅ Gui-Song Xia
[ OpenReview] 
Poster
None
Value-Priced Uncertainty: A Family of PPO-Compatible Exploration Bonuses
qili shen ⋅ Xuanhong Chen ⋅ Ang He ⋅ Dake Zhang ⋅ Kairui Feng
[ OpenReview] 
Poster
None
Ultra Flash: Scaling Real-Time Streaming Video Generation to High Resolutions
Luxury ⋅ Jie Huang ⋅ Zihao Fan ⋅ Xiaoxiao Ma ⋅ Yuming Li ⋅ Siming Fu ⋅ Jun-hao Zhuang ⋅ Zeyue Xue ⋅ Haoran Li ⋅ haoyang huang ⋅ Nan Duan
[ OpenReview] 
Poster
None
SocialDirector: Training-Free Social Interaction Control for Multi-Person Video Generation
LIANGYANG OUYANG ⋅ Ruicong Liu ⋅ Caixin Kang ⋅ Yifei Huang ⋅ Yoichi Sato
[ OpenReview] 
Poster
None
Opponent Modeling in Incomplete-Information Continuous Colonel Blotto
Yuanyuan Zhang ⋅ Gang Xiao ⋅ Feng Ye ⋅ Lingtao Xue ⋅ Zhipeng Du
[ OpenReview] 
Poster
None
Beyond Distribution Matching: Self-Supervised Representation Forcing for Few-Step Video Generation
Junyi Chen ⋅ Haiyu Zhang ⋅ ZHOUJIE FU ⋅ Tengfei Wang ⋅ Chunchao Guo
[ OpenReview] 
Poster
None
CoMet: Context and Multiplicity Decomposition for Multimodal Uncertainty Estimation
Sanghyuk Chun ⋅ William Yang ⋅ Amaya Dharmasiri ⋅ Olga Russakovsky
[ OpenReview] 
Poster
None
Propagate to Discover: Graph-Structured Propagation for Generalized Category Discovery
yongqi tian ⋅ Junyong Liu ⋅ Jinkun Ran ⋅ Haoyuan He ⋅ Caigui Jiang
[ OpenReview] 
Poster
None
On the Existence of Uniformly Optimal Policies in MDPs under Epistemic Uncertainty
Axel Benyamine ⋅ Julien Grand-Clément ⋅ Marek Petrik ⋅ Michael Jordan ⋅ Alain Durmus
[ OpenReview] 
Poster
None
UGO: Unified Architecture for General Multi-Object Tracking by Segmentation
Jer Pelhan ⋅ Alan Lukezic ⋅ Matej Kristan
[ OpenReview] 
Poster
None
FRESCO: A Novel Consistency Control for Asynchronous Pipeline Parallel Training
Dongyeop Lee ⋅ Namhoon Lee
[ OpenReview] 
Poster
None
Adaptive Prior Selection in Gaussian Process Bandits with Thompson Sampling
Jack Sandberg ⋅ Morteza Haghir Chehreghani
[ OpenReview] 
Poster
None
DAGA: Dynamic Attention-Guided Adaptation for Self-Supervised Vision Transformers
Tianjian Zhou ⋅ Jiang Jie ⋅ Yishan Li ⋅ Yifei Zhang
[ OpenReview] 
Poster
None
Escaping Parameter Space: Tight Generalization Bounds via Representation Quality
Niclas A Göring ⋅ Shuofeng Zhang ⋅ Branton DeMoss ⋅ Ard Louis
[ OpenReview] 
Poster
None
EEG-X: Toward Device-Agnostic and Noise-Robust Foundation Models for EEG
Navid Mohammadi Foumani ⋅ Soheila Ghane ⋅ Nam Nguyen ⋅ Mahsa Salehi ⋅ Geoffrey Webb ⋅ Geoffrey Mackellar
[ OpenReview] 
Poster
None
Plan4D: Generative Plannable 4D Worlds
Hangwei Zhang ⋅ Rujing Dang ⋅ Ruimin Lin ⋅ Jiahong Wu ⋅ Xiangxiang Chu ⋅ Chuanxia Zheng
[ OpenReview] 
Poster
None
VUM: Visual Unified Models for Image Generation and Perception
ZiDong Wang ⋅ Yiyuan Zhang ⋅ Xiaoyu Yue ⋅ Xiangyuan Xue ⋅ Zhangquan Chen ⋅ Manyuan Zhang ⋅ Wanli Ouyang
[ OpenReview] 
Poster
None
MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning
Ruilin Tong ⋅ Dong Gong
[ OpenReview] 
Poster
None
Next Forcing: Causal World Modeling with Multi-Chunk Prediction
GANGWEI XU ⋅ Qihang Zhang ⋅ Jiaming Zhou ⋅ Xing Zhu ⋅ Yujun Shen ⋅ Xin Yang ⋅ Yinghao Xu
[ OpenReview] 
Poster
None
FedSOUL: Federated Continual Unlearning via Spectral Orthogonality
Haoran Shi ⋅ Hao Zhu ⋅ Yifei Zhang ⋅ ZHANG JUNRU ⋅ Lizhen Cui ⋅ Yali Jiang ⋅ Xiaoli Tang ⋅ Han Yu
[ OpenReview] 
Poster
None
UniVL: Unified Vision-Language Embedding for Spatially Grounded Contextual Image Generation
Jiayun (Peter) Wang ⋅ Yu Wang ⋅ Weijie Gan ⋅ Zhenting Wang ⋅ Wei Wei
[ OpenReview] 
Poster
None
Flow-Corrected Shape Optimization: Taming Manifold Drift in High-Dimensional 3D Models
Emilien Seiler ⋅ Nicolas Talabot ⋅ Yingxuan You ⋅ Federico Stella ⋅ Pascal Fua
[ OpenReview] 
Poster
None
Reward Is Not a Universal Interface for Generative Reinforcement Learning
Victor Huang ⋅ Poodar Chu ⋅ Hongsheng Li
[ OpenReview] 
Poster
None
CLeaR: A Unified Framework for Resolving the Leakage–Degradation Dilemma in Style Transfer
Teng Zhou ⋅ Yunhao Chen
[ OpenReview] 
Poster
None
PRISM: Primitive Routing via In-context Skill Mixing for Lifelong VLA
Jiachen Tao ⋅ Gengyu Zhang ⋅ Haoxuan Wang ⋅ Bing Liu ⋅ Yan Yan
[ OpenReview] 
Poster
None
Is Decentralized LLM Agent RL Robust to Heterogeneity? An Asymmetric Tale
Canyu Chen ⋅ Kangyu Zhu ⋅ Zhaorun Chen ⋅ Zhanhui Zhou ⋅ Shizhe Diao ⋅ Yiping Lu ⋅ Tian Li ⋅ Manling Li ⋅ Dawn Song
[ OpenReview] 
Poster
None
Robust Task-Aware State Estimation from Pre-trained Perception
Guy Azran ⋅ Sarah Keren
[ OpenReview] 
Poster
None
MoME: Mixture-of-Memory Embeddings for Context-Aware Sparse Lookup
Muchen Li ⋅ Leonid Sigal ⋅ Renjie Liao
[ OpenReview] 
Poster
None
Swarm Shepherd: Securing Multi-Agent Ecosystems Against Persistent Latent Compromise
Wuyang Zhang ⋅ Shichao Pei
[ OpenReview] 
Poster
None
ABC: Any-Subset Autoregression via Non-Markovian Diffusion Bridges in Continuous Time and Space
Gabe Guo ⋅ Thanawat Sornwanee ⋅ Lutong Hao ⋅ Elon Litman ⋅ Stefano Ermon ⋅ Jose Blanchet
[ OpenReview] 
Poster
None
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
Yun Qu ⋅ Qi Wang ⋅ Yixiu Mao ⋅ Heming Zou ⋅ Yuhang Jiang ⋅ Yingyue Li ⋅ Wutong Xu ⋅ Lizhou Cai ⋅ Weijie Liu ⋅ Clive Bai ⋅ Kai Yang ⋅ Yangkun Chen ⋅ Saiyong Yang ⋅ Xiangyang Ji
[ OpenReview] 
Poster
None
Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting
Fan Xu ⋅ Yuan Gao ⋅ Kun Wang ⋅ Rui Su ⋅ Fenghua Ling ⋅ Hao Wu ⋅ Wanli Ouyang
[ OpenReview] 
Poster
None
DMax: Aggressive Parallel Decoding for dLLMs
Zigeng Chen ⋅ Gongfan Fang ⋅ Xinyin Ma ⋅ Ruonan Yu ⋅ Xinchao Wang
[ OpenReview] 
Poster
None
SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment
zihan jia ⋅ Zhilin Dai ⋅ Zhengming Zhang ⋅ Min Yang ⋅ Zhenpeng Huang ⋅ Jiaqi Li ⋅ Caixia Sun ⋅ Xi Chen ⋅ Liang Li ⋅ Junlan Feng ⋅ Gangshan Wu ⋅ Limin Wang
[ OpenReview] 
Poster
None
Contribution-Aware Structured Sparsity for Model Merging
Yan Li ⋅ GUIPING CAO ⋅ Meng XU ⋅ Tao Jiang ⋅ Yaguang Song ⋅ Ming Tao ⋅ Yaowei Wang ⋅ Dongmei Jiang
[ OpenReview] 
Poster
None
VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon
Yi Pan ⋅ Miao Pan ⋅ Qi Lu ⋅ Jiaming Huang ⋅ Man Zhang ⋅ Siteng Huang ⋅ Xin Li ⋅ Jie Zhang ⋅ Yongliang Shen ⋅ Xuhong Zhang ⋅ Wenqi Zhang
[ OpenReview] 
Poster
None
HandXFM: Semantic-Structural Distillation for Hand Radiograph Foundation Models
Yuxi Long ⋅ Ganlin Feng ⋅ Lianghong Chen ⋅ Liam J O'Neil ⋅ Carol A Hitchon ⋅ Pingzhao Hu
[ OpenReview] 
Poster
None
Triggering Generalist Reasoning via Predictive Uncertainty for Dual-System VLA
Hyemin Yang ⋅ Wooseong Jeong ⋅ Giwon Lee ⋅ Kuk-Jin Yoon
[ OpenReview] 
Poster
None
Safe Few-Step Generation via Velocity Editing
Yujin Choi ⋅ Jaehong Yoon
[ OpenReview] 
Poster
None
MoRe-DVC: Motion Retrieval-Augmented Generation for Detailed Video Captioning
Vipul Baghel ⋅ Ravi Hegde
[ OpenReview] 
Poster
None
On Differential Private $\ell_1$, $\ell_2$ and $\ell_p^p$ Distance Queries
Erzhi Liu ⋅ Jerry Yao-Chieh Hu ⋅ Alex Reneau ⋅ Zhao Song ⋅ Han Liu
[ OpenReview] 
Poster
None
Decomposing One Professional-Framing Pipeline: Which Components Shift LLM Safety Boundaries?
Gianluigi Vitale
[ OpenReview] 
Poster
None
Preference-Guided Adaptation for Open-Vocabulary Semantic Segmentation via Prompt Disagreement
Hyun-Kurl Jang ⋅ Jihun Kim ⋅ Kuk-Jin Yoon
[ OpenReview] 
Poster
None
When Poison Meets Structure: Topology-based Defense against Poisoning Attack on Graph-based Retrieval-Augmented Generation
Qizhi Chen ⋅ Junhao Wen ⋅ Shuang Liang ⋅ Jiakai Li ⋅ Yizhuo Ma ⋅ Rongzheng Wang ⋅ Ke Qin
[ OpenReview] 
Poster
None
ApertureAttn: Native 4K Video Generation with Image-Only Supervision
Ruonan Yu ⋅ Zigeng Chen ⋅ Zhenxiong Tan ⋅ Songhua Liu ⋅ Xinchao Wang
[ OpenReview] 
Poster
None
Learning Active Perception and Manipulation via Spatio-temporal Visual Memory
Enshen Zhou ⋅ Mengzhen Liu ⋅ Yibo Li ⋅ Yanjun Ding ⋅ Yuheng Ji ⋅ Pengwei Wang ⋅ Zhongyuan Wang ⋅ Lu Sheng ⋅ Shanghang Zhang
[ OpenReview] 
Poster
None
EIPO: Efficient Inter-Step Parallel Optimization
Jianrong Lu ⋅ Zhuoya Gu ⋅ Zhiyu Zhu ⋅ Hui LIU ⋅ Junhui Hou
[ OpenReview] 
Poster
None
The Many Senses of Visual Similarity: A Text-Prompted Image Perceptual Metric
Sheng-Yu Wang ⋅ Yotam Nitzan ⋅ Aaron Hertzmann ⋅ Jun-Yan Zhu ⋅ Eli Shechtman ⋅ Alexei Efros ⋅ Richard Zhang
[ OpenReview] 
Poster
None
OptiWorld: Optimal Control for Video World Generation under Physical Constraints
Yu Yuan ⋅ Jianhao Yuan ⋅ Xijun Wang ⋅ Daiqing Li ⋅ Liu He ⋅ Lu Ling ⋅ Stanley Chan
[ OpenReview] 
Poster
None
Selectivity and Shape in the Design of Forward-Forward Goodness Functions
Talha Rüzgar Akkuş ⋅ Şuayp T Kocabay ⋅ Kamer A Yuksel ⋅ Hassan Sawaf
[ OpenReview] 
Poster
None
Ergodic Risk Measures: Towards a Risk-Aware Foundation for Continual Reinforcement Learning
Juan Rojas ⋅ Chi-Guhn Lee
[ OpenReview] 
Poster
None
AuGhostmentation: The Eyes Never Stand Still—$\textit{Why Should CNNs?}$
Emirhan Inan ⋅ Suayb Arslan
[ OpenReview] 
Poster
None
Feedforward Novel View Synthesis for Heterogeneous Cameras
Meng Wei ⋅ Cheng Zhang ⋅ Boying Li ⋅ Yihang Chen ⋅ Jianmin Zheng ⋅ Hamid Rezatofighi ⋅ Jianfei Cai
[ OpenReview] 
Poster
None
Oracle Supervision Transfers for Hyperparameter Prediction in Model-Based Image Denoising
Jianmin Liao ⋅ Lixin Shen ⋅ Yuesheng Xu
[ OpenReview] 
Poster
None
Nüwa.RNA: An RNA Foundation Model for Unified Representation with Deep Structure Infusion
Kun Huang ⋅ Jiyang Li ⋅ Xin Guo ⋅ LIMEI HAN ⋅ Yuan Cheng
[ OpenReview] 
Poster
None
Knowing What is Missing: Efficient Conversational Memory via Explicit Evidence-Gap Tracking
Xingbo Du ⋅ Longkang Li ⋅ Duzhen Zhang ⋅ Leonard Song ⋅ Le Song
[ OpenReview] 
Poster
None
$\gamma$-weakly $\theta$-up-concavity: A Unified Framework for Non-Convex Optimization Beyond DR-Submodular and OSS Functions
Mohammad Pedramfar ⋅ Vaneet Aggarwal
[ OpenReview] 
Poster
None
BiasTrojan: LLM Judgers Are Easily Distorted by Few Hundreds of Contrastive Biased Training Data
Zichen TANG ⋅ Zhenheng Tang ⋅ Qian Wang ⋅ Gaoning Pan ⋅ Yuhan Yang ⋅ Wei He ⋅ Shaohuai Shi ⋅ Xiaowen Chu ⋅ Bo Li
[ OpenReview] 
Poster
None
Relaxation-Aligned State Control for Test-Time Scaling in Generative Combinatorial Optimization
Bohao Li ⋅ Ying Li ⋅ Pei He ⋅ Yangming Guo
[ OpenReview] 
Poster
None
2D Spatial Reasoning with Adaptive Neural Cellular Automata
Martin Spitznagel ⋅ Janis Keuper
[ OpenReview] 
Poster
None
Before It Fades: Reinforcing Temporal Representations at Inference Time in VideoLLMs
Youngwoo Shin ⋅ Yusung Ro ⋅ Minseo Kim ⋅ Junmo Kim
[ OpenReview] 
Poster
None
Predictive but Not Plannable: RC-aux for Latent World Models
Wenyuan Li ⋅ Guang Li ⋅ Keisuke Maeda ⋅ Takahiro Ogawa ⋅ Miki Haseyama
[ OpenReview] 
Poster
None
LLM Judge Validation Under Sparse Overlap: From Inference to Design
Junxuan Li ⋅ Arko Mukherjee ⋅ Soumyabrata Pal
[ OpenReview] 
Poster
None
ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control
Shelly Golan ⋅ Michael Finkelson ⋅ Ariel Bereslavsky ⋅ Yotam Nitzan ⋅ Or Patashnik
[ OpenReview] 
Poster
None
LogT: Logically Think with Images for Visual Search
Yanjun Fu ⋅ Quanzeng You ⋅ Jiadong Guo ⋅ Yujie Lu ⋅ Sai Charitha Akula ⋅ Haiping Wu ⋅ Miao Liu ⋅ Sanghamitra Dutta ⋅ Lu Yuan
[ OpenReview] 
Poster
None
STEER: Route-Aware Adaptive Reasoning for Autonomous Driving
yangang Zou ⋅ Pei Liu ⋅ Nan Song ⋅ Bozhou Zhang ⋅ Mingyu Guo ⋅ Jun Ma ⋅ Jiankang Deng ⋅ Xiatian Zhu ⋅ Li Zhang
[ OpenReview] 
Poster
None
Noise-Started One-Step Image Super-Resolution via LR-Conditioned SplitMeanFlow and GAN Refinement
Wei Zhu ⋅ Kai Zhang ⋅ Yu Zheng ⋅ Lei Luo ⋅ Yong Guo ⋅ Jian Yang
[ OpenReview] 
Poster
None
Probabilistic Signature Inversion: Learning Conditional Distributions from Truncated Signatures
Junoh Kang ⋅ Kiseop Lee ⋅ Bohyung Han
[ OpenReview] 
Poster
None
Confounding-Aware Client Selection in Federated Learning via Causal Mediation Analysis
Xiaoyang Yi ⋅ Yuru Bao ⋅ Rihao Chang ⋅ Binhan Yang ⋅ Jian Zhang
[ OpenReview] 
Poster
None
AlphaPareto: Formulaic Alpha Discovery with LLM-Guided Multi-Objective Reinforcement Learning
Yingbo Zhao ⋅ Zeyu Yang ⋅ Zhoufan Zhu
[ OpenReview] 
Poster
None
Prior as Geometry, Not Generator: Weak-Diffusion Test-Time Reconstruction for Dynamic MRI
Mengzhe Du ⋅ Congcong Liu ⋅ Baoqing Li ⋅ Jinglong Tao ⋅ Wenwu He ⋅ Zhuo-Xu Cui
[ OpenReview] 
Poster
None
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators
Chenming Zhu ⋅ Jingli Lin ⋅ Yilin Long ⋅ Peizhou Cao ⋅ Tai WANG ⋅ Jiangmiao Pang ⋅ Xihui Liu
[ OpenReview] 
Poster
None
DegBins: Degradation-Driven Binning for Depth Super-Resolution
Zhiqiang Yan ⋅ Zhengxue Wang ⋅ Jian Yang ⋅ Gim Hee Lee
[ OpenReview] 
Poster
None
Improving the Optimization Landscape of Matrix Completion with $\epsilon$-close Surrogates
Ziye Ma
[ OpenReview] 
Poster
None
RiSE: Residual Subspace Expert for Generalizable Text-Centric Image Forgery Localization
Kahim Wong ⋅ Kemou Li ⋅ Yiming Chen ⋅ Haiwei Wu ⋅ Jiantao Zhou
[ OpenReview] 
Poster
None
Tools as Continuous Flow for Evolving Agentic Reasoning
Tairan Huang ⋅ Siyu Shang ⋅ Qiang Chen ⋅ Xiu Su ⋅ Yi Chen
[ OpenReview] 
Poster
None
Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics
Maciej Chrabaszcz ⋅ Aleksander Szymczyk ⋅ Marcin Sendera ⋅ Tomasz Trzcinski ⋅ Sebastian Cygert
[ OpenReview] 
Poster
None
BA-T: An Iterative Transformer for Two-View Bundle Adjustment
Ganlin Zhang ⋅ Weirong Chen ⋅ Daniel Cremers ⋅ Xi Wang
[ OpenReview] 
Poster
None
Anatomy-Activated Mixture-of-Experts for 3D Medical Vision-Language Pre-training
Szymon Płotka ⋅ Gizem Mert ⋅ Pedro R. A. S. Bassi ⋅ Wenxuan Li ⋅ Zongwei Zhou ⋅ Anna M Marcinkiewicz ⋅ Wiktoria Romańczyk ⋅ Jarosław B Ćwikła ⋅ Łukasz Struski ⋅ Ewa Szczurek ⋅ Jacek Tabor ⋅ Arkadiusz Sitek
[ OpenReview] 
Poster
None
Epistemic Pairwise Maximin Share
Michal Feldman ⋅ Amos Fiat ⋅ Yael Nissan ⋅ Tomasz Ponitka
[ OpenReview] 
Poster
None
AdaPCLA: Curriculum Prior Internalization For Long-Tailed Longitudinal EHR Generation
shuai cui ⋅ Chen Wenxuan ⋅ Wenjie Du ⋅ Jian Lou ⋅ Dan Li ⋅ Wenjie Feng
[ OpenReview] 
Poster
None
Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
Michał Sadowski ⋅ Tadija Radusinović ⋅ Maria Wyrzykowska ⋅ Lukasz Sztukiewicz ⋅ Jan Rzymkowski ⋅ Piotr Kozakowski ⋅ Mikolaj Sacha ⋅ Ruard van Workum ⋅ Stanislaw Jastrzebski
[ OpenReview] 
Poster
None
Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation
NaHyeon Park ⋅ Minhyun Lee ⋅ Hyunjung Shim
[ OpenReview] 
Poster
None
Counterfactual Debugging the World Model Transfer Gap
Mingxuan Li ⋅ Kai-Zhan Lee ⋅ Michael Dennis ⋅ Elias Bareinboim
[ OpenReview] 
Poster
None
RxDiff: Discrete Diffusion for Medication Recommendation with Inference-Time Safety Control
Jinke Feng ⋅ Wenjie Du ⋅ Xuchang Zhong ⋅ Yang Wang
[ OpenReview] 
Poster
None
TreePII: Efficient Computation of Higher-Order Probabilistic Interaction Indices in Tree Ensembles
Junho Choi ⋅ Jaesik Choi
[ OpenReview] 
Poster
None
Rethinking Memorization–Generalization Trade-Off in Generative Models
Jiseok Chae ⋅ Kyuwon Kim ⋅ Donghwan Kim
[ OpenReview] 
Poster
None
UnfoldArt: Zero-Shot Recovery of Full Articulated 3D Objects from Text or Image
Mohamed El Amine Boudjoghra ⋅ Ivan Laptev ⋅ Angela Dai
[ OpenReview] 
Poster
None
Characterizing the Generalization Error of Random Feature Regression with Arbitrary Data-Augmentation
Lucas Morisset ⋅ Alain Durmus ⋅ Adrien Hardy
[ OpenReview] 
Poster
None
Shifting the Gradient: Understanding How Defensive Training Methods Protect Language Model Integrity
Satchel Grant ⋅ Victor Gillioz ⋅ Jake Ward ⋅ Tom McGrath
[ OpenReview] 
Poster
None
Prediction-Powered Active Testing
Kianoosh Ashouritaklimi ⋅ Valentin Kilian ⋅ Daolang Huang ⋅ Thomas Rainforth ⋅ Francois Caron
[ OpenReview] 
Poster
None
Neural Circuit Architectural Priors for Rat Locomotion
Nikhil Bhattasali ⋅ Jaron Cui ⋅ Lerrel Pinto ⋅ Grace Lindsay
[ OpenReview] 
Poster
None
RAPTOR: Ridge-Adaptive Logistic Probes
Ziqi Gao ⋅ Yaotian Zhu ⋅ Qingcheng Zeng ⋅ Xu Zhao ⋅ Ziqing Wang ⋅ Feng Ruan ⋅ Kaize Ding
[ OpenReview] 
Poster
None
Multi-Head Recurrent Memory Agents
Jiatong Li ⋅ Samuel (Min-Hsuan) Yeh ⋅ Sharon Li
[ OpenReview] 
Poster
None
Archimedean Copula Inference via Taylor-Mode AD
Cambridge Yang ⋅ Dongdong Li
[ OpenReview] 
Poster
None
Decomposing how prompting steers behavior
Fan Cheng ⋅ Nikolaus Kriegeskorte
[ OpenReview] 
Poster
None
Towards Optimal Pre-training Data Mixtures for Empowering Reinforcement Learning in LLMs
Xue Han ⋅ Qian Hu ⋅ Yitong Wang ⋅ WenChun Gao ⋅ Lianlian Zhang ⋅ Qing Wang ⋅ Lijun Mei ⋅ Zhaoxuefeng ⋅ Junlan Feng
[ OpenReview] 
Poster
None
BrickAnything: Geometry-Conditioned Buildable Brick Generation with Structure-Aware Tokenization
zhengyang Ni ⋅ Feng yan ⋅ Yu Guo ⋅ Fei Wang
[ OpenReview] 
Poster
None
Route-Consistent Adaptation for Stable Quantization of Mixture-of-Experts Models with Theoretical Guarantees
Longteng Zhang ⋅ Sen Wu ⋅ Qiang Wang ⋅ Shaohuai Shi ⋅ Xiaowen Chu
[ OpenReview] 
Poster
None
RayTun3R: Online Camera Adaptation in 3D Foundation Models
Daniil Sinitsyn ⋅ Nikita Araslanov ⋅ Daniel Cremers
[ OpenReview] 
Poster
None
Approaching I/O-optimality for Approximate Attention
Pál András Papp ⋅ Aleksandros Sobczyk ⋅ Anastasios Zouzias
[ OpenReview] 
Poster
None
Know What You Need: Efficient Activation Checkpointing
Danyal Ahmed ⋅ Edouard Oyallon
[ OpenReview] 
Poster
None
GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards
Kyeongjin Ahn ⋅ Seungeon Lee ⋅ Krishna Gummadi ⋅ Meeyoung Cha
[ OpenReview] 
Poster
None
High-dimensional Limit of SGD for Diagonal Linear Networks
Begoña García Malaxechebarría ⋅ Courtney Paquette ⋅ Maryam Fazel ⋅ Dmitriy Drusvyatskiy
[ OpenReview] 
Poster
None
Model Spec Midtraining: Improving How Alignment Training Generalizes
Chloe Li ⋅ Sara Price ⋅ Samuel Marks ⋅ Jonathan Kutasov
[ OpenReview] 
Poster
None
Inverting Retargeting: Humanoid Datasets Remember Their Operators
Sihat Afnan ⋅ Unnat Jain ⋅ Habiba Farrukh
[ OpenReview] 
Poster
None
Edge of Stability Selectively Shapes Learning Across the Data Distribution
Shauna Kwag ⋅ Anakha Ganesh ⋅ Tomaso Poggio ⋅ Pierfrancesco Beneventano
[ OpenReview] 
Poster
None
Representation Fréchet Loss for Visual Generation
Jiawei Yang ⋅ Zhengyang Geng ⋅ Xuan Ju ⋅ Yonglong Tian ⋅ Yue Wang
[ OpenReview] 
Poster
None
What Makes Two States the Same? Value-Aware State Matching for Multi-Turn Agent Credit Assignment
Yangyi Fang ⋅ Haolin Shi
[ OpenReview] 
Poster
None
DTGS: Physics-Embedded Dynamic Thermal 3D Reconstruction with Gaussian Splatting
Junbo Li ⋅ Hang Fu ⋅ Yinuo Wang ⋅ Weimin Yuan ⋅ Cai Meng ⋅ Xiangzhi Bai
[ OpenReview] 
Poster
None
Network Intervention by Polling Strategic Agents
Chenyu Zhang ⋅ Rohit Parasnis ⋅ Saurabh Amin
[ OpenReview] 
Poster
None
SchemaPose: RGB-Based Category-Level Pose Estimation with Parametric Category Schema
Shuang Wu ⋅ Jiude Wei ⋅ Cewu Lu ⋅ Jianhua Sun
[ OpenReview] 
Poster
None
SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining
Yifan Zhang ⋅ Zunhai Su ⋅ Shuhao Hu ⋅ YangRui ⋅ Wei Wu ⋅ Yulei Qian ⋅ Yuchen Xie ⋅ Xunliang Cai
[ OpenReview] 
Poster
None
ReFree-S2V: Towards Realistic Co-Speech Video Generation via Reward-Free RL and Multilevel Speech Guidance
Salaheldin Youssry Abdellah Elsadek Mohamed ⋅ M. H Mughal ⋅ Rishabh Dabral ⋅ Christian Theobalt
[ OpenReview] 
Poster
None
Permutation Sensitivity in t-SVD-based Multi-view Clustering
Jintian Ji ⋅ Yanjun Zhang ⋅ He Zhang ⋅ Leo Yu Zhang ⋅ Cong Wang ⋅ Shirui Pan
[ OpenReview] 
Poster
None
Look Before You Reason: Implicit Visual Thinking for Efficient Multimodal Reasoning
Zerui Chen ⋅ Changrui Chen ⋅ Fei Ni ⋅ Jiankang Deng
[ OpenReview] 
Poster
None
Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects
Chongguang Tao ⋅ Zheng Zhou ⋅ Yuhong Yang
[ OpenReview] 
Poster
None
Affine-invariant Cubic Newton with Weak Learners
Nikita Zozoulenko ⋅ Daniel Falkowski ⋅ Thomas Cass ⋅ Lukas Gonon
[ OpenReview] 
Poster
None
RADAR: Relative Angular Divergence Across Representations
Xavier Cadet ⋅ Mateusz Nowak ⋅ Peter Chin
[ OpenReview] 
Poster
None
Heavy-Tailed Flow Matching via Random Clocks
Zhouhao Yang ⋅ Yezhen Wang ⋅ Kenji Kawaguchi ⋅ Vladimir Braverman ⋅ Haoyang Cao
[ OpenReview] 
Poster
None
Ordinal Geometry Complements Reconstruction: Diagnosing Planning with Compressed Value Functions
Shiheng Zhang
[ OpenReview] 
Poster
None
You Can’t Have It Both Ways: Concept Entanglement Limits Diffusion Model Unlearning
Yian Wang ⋅ Ali Ebrahimpour-Boroojeny ⋅ Hari Sundaram ⋅ Varun Chandrasekaran
[ OpenReview] 
Poster
None
Predictive Geometry of Hidden Trajectories in Transformers
Timur Mudarisov ⋅ Mikhail Burtsev ⋅ Tatiana Petrova ⋅ Radu State
[ OpenReview] 
Poster
None
Seeing Together: Multi-Robot Cooperative Egocentric Spatial Reasoning with Multimodal Large Language Models
Kunyu Peng ⋅ Zhikun Zhou ⋅ Kailun Yang ⋅ Di Wen ⋅ Ruiping Liu ⋅ Yufan Chen ⋅ Junwei Zheng ⋅ Hao Shi ⋅ Yi Zhou ⋅ M. Saquib Sarfraz ⋅ Danda Pani Paudel ⋅ Luc V Gool
[ OpenReview] 
Poster
None
PDE-SSM: A Spectral State Space Approach to Spatial Mixing in Diffusion Transformers
Eshed Gal ⋅ Moshe Eliasof ⋅ Eldad Haber
[ OpenReview] 
Poster
None
RigPAPR: Rig-Based Animation of Static Neural Point Clouds from a Single-View Video
Shichong Peng ⋅ Yanshu Zhang ⋅ Ke Li
[ OpenReview] 
Poster
None
PACE: Progress Actively-internalized Conditioning Execution for Long-horizon Manipulation
Fei Ni ⋅ Zhuo Chen ⋅ Xianze Yao ⋅ Zerui Chen ⋅ Changrui Chen ⋅ Yifu Yuan ⋅ Shan Luo ⋅ Jianye Hao ⋅ Jiankang Deng
[ OpenReview] 
Poster
None
Effective Multi-sensor Conditioning for Street-view Novel-view Synthesis
Zhengfei Kuang ⋅ Adam Sun ⋅ Liyuan Zhu ⋅ Tong Wu ⋅ Shengqu Cai ⋅ Jonathan Tremblay ⋅ Iro Armeni ⋅ Ehsan Adeli ⋅ Lior Yariv ⋅ Gordon Wetzstein
[ OpenReview] 
Poster
None
SAVeR$^2$: Reasoning-based Safety Alignment for Large Reasoning Models via Verifiable Rewards
Yichen Sun ⋅ LIN JIANAN ⋅ Linbo Jiang ⋅ Shiyu Wang ⋅ Zhibo Wang ⋅ Zhixuan Chu
[ OpenReview] 
Poster
None
EVIDENT: Routing MLLM Adaptation through Entity-Grounded Visual Evidence for Cross-Domain Video Temporal Grounding
Geo Ahn ⋅ Jiwook Han ⋅ Youngrae Kim ⋅ Joonseok Lee ⋅ Jinwoo Choi
[ OpenReview] 
Poster
None
Certifiably Optimal Robust Angular Synchronization
Daniel Barath ⋅ Keisuke Tateno ⋅ Marc Pollefeys ⋅ Federico Tombari
[ OpenReview] 
Poster
None
OGPO: Offline Goal-conditioned Policy Optimization for Recoverable Vision-Language-Action Models
Xule Gao ⋅ Xi Wang ⋅ Zehua Zang ⋅ Rui Wang ⋅ Changwen Zheng ⋅ Chuxiong Sun
[ OpenReview] 
Poster
None
PAPO-VLA: Planning-Aware Policy Optimization for Vision-Language-Action Models
Peizheng Guo ⋅ Jingyao Wang ⋅ Changwen Zheng ⋅ Wenwen Qiang
[ OpenReview] 
Poster
None
UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification
Qihang Fan ⋅ Huaibo Huang ⋅ zhiyingwu ⋅ Bingning Wang ⋅ Ran He
[ OpenReview] 
Poster
None
k-th Order Deep Homomorphism Networks
Takanori Maehara
[ OpenReview] 
Poster
None
LLMs Optimizing LLMs: Automated MegaKernel Generation for Inference Acceleration
Weiqiang Xiong ⋅ Shaohui Peng ⋅ Wenyi Li ⋅ Hao Lu ⋅ Qirui Zhou ⋅ Congying Ma ⋅ Ziming Ye ⋅ Zhenyu Yi ⋅ Yunji Chen ⋅ Qi Guo ⋅ Ling Li
[ OpenReview] 
Poster
None
Autonomous Scientific Discovery via Iterative Meta-Reflection
Bingchen Zhao ⋅ Sara Beery ⋅ Oisin Mac Aodha
[ OpenReview] 
Poster
None
Modulating Merging Strengths via Joint Loss Estimation for LoRA-based Continual Learning
Kun Gu ⋅ De Cheng ⋅ Zhipeng Xu ⋅ Lingfeng He ⋅ Di Xu ⋅ Nannan Wang
[ OpenReview] 
Poster
None
EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models
Minsoo Cheong ⋅ Donghyun Son ⋅ Woosang Lim ⋅ Sungjoo Yoo
[ OpenReview] 
Poster
None
SAX: Advancing Video Diffusion Models for Sequential Action Execution
Haoyu Wang ⋅ Baorui Ma ⋅ Donglin Di ⋅ Shiliang Zhang
[ OpenReview] 
Poster
None
Predicting directional flexibility in proteins
Vsevolod Viliuga ⋅ Leif Seute ⋅ Matteo Tadiello ⋅ Nicolas Wolf ⋅ Frauke Gräter ⋅ Arne Elofsson
[ OpenReview] 
Poster
None
TriPrompt: Progressive Local Prompting for Few-shot Out-of-Distribution Detection
Ziyou Xiang ⋅ Chaowei Fang ⋅ Zhihong Wu ⋅ Jiliang Li ⋅ Di Xu ⋅ De Cheng
[ OpenReview] 
Poster
None
TopoScope: A Graph-Scoped LLM Agent for Printed Circuit Board Schematic Design
Jiale Guo ⋅ Shiji Tong ⋅ Weihao Li ⋅ Yu Wu ⋅ Boxian Lin ⋅ Mengji Shi
[ OpenReview] 
Poster
None
Greedy Alignment Principle for Optimizer Selection
Jaerin Lee ⋅ Kyoung Mu Lee
[ OpenReview] 
Poster
None
Bayesian Backprop as Belief Propagation: Single-Pass Predictive Uncertainty
Wen Dong
[ OpenReview] 
Poster
None
Local-Interaction Learning Dynamics: A Markov Random Field Framework for Convergence of Deep Neural Network Learning
Wen Dong
[ OpenReview] 
Poster
None
Referring and Reasoning Camouflaged Object Segmentation in Audio-Visual Scenes
Tianxin Han ⋅ Qing Dong ⋅ Xingwei Wang ⋅ Jie Jia
[ OpenReview] 
Poster
None
Stable and Granular Policy Optimization for Generative Recommendation
Muyu Zou ⋅ Haibo Xing ⋅ Hao Deng ⋅ Zhezheng Hao ⋅ Jinxin Hu ⋅ Jiawei Chen ⋅ Yun Chen ⋅ Yu Zhang ⋅ Xiaoyi Zeng
[ OpenReview] 
Poster
None
DSSP: Diffusion State Space Policy with Hierarchical Full-History Conditioning
Zhiyuan Guan ⋅ Jianshu Hu ⋅ Han Fang ⋅ Yunpeng Jiang ⋅ Yize Huang ⋅ Shujia Li ⋅ Xiao Li ⋅ Yutong Ban
[ OpenReview] 
Poster
None
Confidence-Based Decoding is Provably Efficient for Diffusion Language Models
Changxiao Cai ⋅ Gen Li
[ OpenReview] 
Poster
None
Sliced Wasserstein Meets Quantum Optics: Provable Wavefunctions Tomography with Scarce Noisy Measurements
Takahiro Kajisa
[ OpenReview] 
Poster
None
Goal-Conditioned Supervised Learning for Multi-Objective Recommendation
Shijun Li ⋅ Hilaf Hasson ⋅ Jing Hu ⋅ Joydeep Ghosh
[ OpenReview] 
Poster
None
Sponsored Questions and How to Auction Them
Kshipra Bhawalkar ⋅ Alexandros Psomas ⋅ Di Wang
[ OpenReview] 
Poster
None
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning
Jing Liang ⋅ Hongyao Tang ⋅ Yi Ma ⋅ Yancheng He ⋅ Weixun Wang ⋅ Xiaoyang Li ⋅ Wenbo Su ⋅ Jinyi Liu ⋅ YAN ZHENG ⋅ Jianye Hao ⋅ Bo Zheng
[ OpenReview] 
Poster
None
Watermarking as a Learned Intrinsic Property of Diffusion Models
Xiang Li ⋅ Dong-Dong Wu ⋅ Masashi Sugiyama ⋅ Lannan Luo ⋅ Qiang Zeng
[ OpenReview] 
Poster
None
Norm Enforcement for AI Agents: Robustly Shaping Behavior in Multi-Agent Systems
Yaowen Ye ⋅ Jacob Steinhardt
[ OpenReview] 
Poster
None
One Temperature to Rule Them All?
Aviv Orly ⋅ Ori Shem Ur ⋅ Yaron Oz
[ OpenReview] 
Poster
None
FACETS: Cross-Granularity Vision--Language Modeling for 3D Anomaly Detection
Yuchuan Li ⋅ Jae-Mo Kang ⋅ Il-Min Kim
[ OpenReview] 
Poster
None
From Experts to Sub-experts: Fine-grained Parameter-Efficient Fine-Tuning for MoE LLMs
Zhentao Tan ⋅ Chang Liu ⋅ Yao Liu ⋅ Yue Wu ⋅ Jieping Ye
[ OpenReview] 
Poster
None
Model Distribution-Aware Multimodal Dataset Distillation
Jiajun Shen ⋅ Yonglin Wu ⋅ Ruonan Yu ⋅ Xinchao Wang
[ OpenReview] 
Poster
None
MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models
Zhichao Yang ⋅ Yuanze Hu ⋅ Haojie Hao ⋅ Longkun Hao ⋅ Dongshuo Huang ⋅ Hongyu Lin ⋅ Li ⋅ Lanqing HONG ⋅ Yihang Lou ⋅ Yan Bai
[ OpenReview] 
Poster
None
Simulation-Ready Compositional 3D Scene Reconstruction from a Single Image
Inhee Lee ⋅ Sangwon Baik ⋅ Hyeonwoo Kim ⋅ Hyunsoo Cha ⋅ Sungjoo Kim ⋅ Hanbyul Joo
[ OpenReview] 
Poster
None
ROLLVERIFY: BRIDGING EFFICIENCY AND ACCURACY IN LONG-TAIL ROLLOUT REINFORCEMENT LEARNING
Yongqiang Yao ⋅ Jingru Tan ⋅ Kaihuan Liang ⋅ Zixin Yin ⋅ Yazhe Niu ⋅ Ruihao Gong ⋅ Dahua Lin ⋅ Ningyi Xu
[ OpenReview] 
Poster
None
Baton: Explicit Semantic Blueprints for Joint Video-Audio Generation
Shuyuan Tu ⋅ Qi Tian ⋅ Zihan Yang ⋅ Yue Wu ⋅ Xintong Han ⋅ Weijie Kong ⋅ Jiangfeng Xiong ⋅ Jian-Wei Zhang ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
None
Spectral Measures of Mamba Conductances Predict and Shape Effective Receptive Fields
Zy Li
[ OpenReview] 
Poster
None
Cross-Model Transfer Attacks against Large Vision-Language Models via Model Diversity Enrichment and Stochastic Parameter Sampling
Zhenze Yang ⋅ Xiaowen Cai ⋅ Junhao Dong ⋅ Guangke Chen ⋅ Guiyao Tie ⋅ Daizong Liu ⋅ Hongyang He ⋅ Zhiyuan Ma ⋅ Xiang Fang ⋅ Dengpan Ye ⋅ Jing Zhang
[ OpenReview] 
Poster
None
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
Yihao Meng ⋅ Zichen Liu ⋅ Hao Ouyang ⋅ Qiuyu Wang ⋅ Ka Leong Cheng ⋅ Yue Yu ⋅ Hanlin Wang ⋅ Xing Zhu ⋅ Yujun Shen ⋅ Qifeng Chen ⋅ Huamin Qu
[ OpenReview] 
Poster
None
HoloCode: A Code-Centric Multi-Agent Framework for Image-to-3D Scene Generation
Hanlin Chen ⋅ Chung-Ching Lin ⋅ Yuyang Zhao ⋅ Dongyue Lu ⋅ Zhengyuan Yang ⋅ Xiaofei Wang ⋅ Kevin Lin ⋅ Zhendong Wang ⋅ Yu Yang ⋅ Lijuan Wang
[ OpenReview] 
Poster
None
What Does a Sparse Autoencoder Feature Do? A Weight-Based Account
Yiting Liu ⋅ Zhihong Deng
[ OpenReview] 
Poster
None
Disentangling Continuous-Time Latent Dynamics: Identifiability of Latent SDEs via Diffusion Shifts
Yuanyuan Wang ⋅ Wenjie Wang ⋅ Haoxuan Li ⋅ Mingming Gong ⋅ Kun Zhang
[ OpenReview] 
Poster
None
Inference-Time Self-Aligned Drifting for Few-Step Flow Matching
Shigui Li ⋅ JIAN XU ⋅ Wei Chen ⋅ Junmei Yang ⋅ Fei Wang ⋅ Daiguo Zhou ⋅ Delu Zeng
[ OpenReview] 
Poster
None
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering
Ming Xie ⋅ Zizheng Huang ⋅ Xudong Tan ⋅ Chao Wang ⋅ Xiangyu Zeng ⋅ Wenxiao Wu ⋅ Tao Chen ⋅ Limin Wang ⋅ Yanwei Fu
[ OpenReview] 
Poster
None
ViT-AdaLA: Adapting Vision Transformers with Linear Attention
Yifan Li ⋅ Seunghyun Yoon ⋅ Viet Lai ⋅ Franck Dernoncourt ⋅ Jason Kuen ⋅ Yu Kong ⋅ Trung Bui
[ OpenReview] 
Poster
None
ViLo: LiDAR Localization with Vision-Language Priors
Minghang Zhu ⋅ Jianshi Wu ⋅ Yuxin Guo ⋅ Wen Li ⋅ Penghui Shang ⋅ Sheng Ao ⋅ Cheng Wang
[ OpenReview] 
Poster
None
Parameter Exploration for RLVR via Variational Learning
Vatsal Venkatkrishna ⋅ Nico Daheim ⋅ Iryna Gurevych
[ OpenReview] 
Poster
None
Block-Wise Differentiable Sinkhorn Attention: Tail-Refinement Gradients with a Gap-Aware Dustbin Bridge
Dylan Forde
[ OpenReview] 
Poster
None
Systematic Scaling Analysis of Jailbreak Attacks in Large Language Models
Xiangwen Wang ⋅ Ananth Balashankar ⋅ Varun Chandrasekaran
[ OpenReview] 
Poster
None
Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models
Kwok C Au ⋅ Adam Block
[ OpenReview] 
Poster
None
Behavior Cloning is Not All You Need: The Optimality of On-Policy Distillation for Noisy Expert Feedback
Ved Sriraman ⋅ Peihan Liu ⋅ Daniel Hsu ⋅ Adam Block
[ OpenReview] 
Poster
None
Mechanisms of Misgeneralization in Physical Sequence Modeling
Kento Nishi ⋅ Raphael Tang ⋅ Karun Kumar ⋅ Core Francisco Park ⋅ Hidenori Tanaka
[ OpenReview] 
Poster
None
Guarding the Life Code: Preserving Membership Privacy in Genomic Foundation Models
Xinyu Zhao ⋅ Jinhao Duan ⋅ Zhen Tan ⋅ Tianlong Chen
[ OpenReview] 
Poster
None
Hallucination in World Models is Predictable and Preventable
Nick Hansen ⋅ Xiaolong Wang
[ OpenReview] 
Poster
None
Focal Reward: Balanced Reinforcement Learning under Rubric-Based Rewards
Yu Huang ⋅ Zihua Zhao ⋅ Zhaoxin Huan ⋅ Wanli Gu ⋅ Feng Hong ⋅ Xinmu Ge ⋅ Lin Yuan ⋅ Qiang Hu ⋅ Weichang Wu ⋅ Xiaolu Zhang ⋅ Jun Zhou ⋅ Jiangchao Yao
[ OpenReview] 
Poster
None
Neuron Populations Exhibit Divergent Selectivity with Scale
Amil Dravid ⋅ Yasaman Bahri ⋅ Alexei Efros ⋅ Yossi Gandelsman
[ OpenReview] 
Poster
None
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
Taofeng Xue ⋅ Chong Peng ⋅ Mianqiu Huang ⋅ Linsen Guo ⋅ Tiancheng Han ⋅ Haozhe Wang ⋅ Xiaocheng Zhang ⋅ Xin Yang ⋅ Dengchang Zhao ⋅ Jinrui Ding ⋅ Xiandi Ma ⋅ Yuchen Xie ⋅ Peng Pei ⋅ Xunliang Cai ⋅ Xipeng Qiu
[ OpenReview] 
Poster
None
Bridging Sequence and Structure with Unified Domain Adaptation for Drug-Target Interaction Prediction
Mingcan Yuan ⋅ He Li ⋅ Zhiyi Ju ⋅ Mang Ye ⋅ Qingxiong Tan
[ OpenReview] 
Poster
None
Offline Materials Optimization with CliqueFlowmer
Jakub Grudzien Kuba ⋅ Benjamin K Miller ⋅ Sergey Levine ⋅ Pieter Abbeel
[ OpenReview] 
Poster
None
Generating Symmetric Materials using Latent Flow Matching
Anmar Karmush ⋅ Cedric M Brandenburg ⋅ Soheil Ershadrad ⋅ Johanna Rosen ⋅ Michael Felsberg ⋅ Filip Ekström Kelvinius
[ OpenReview] 
Poster
None
FaceProbe: Recovering HDR Environment Map via Masked Diffusion and Physical Preference
Peng Zhao ⋅ William Jing ⋅ Juyan Ba ⋅ Kairui Feng ⋅ Xuanhong Chen
[ OpenReview] 
Poster
None
Trajectory-Consistent Diffusion Policies for Offline Reinforcement Learning
Yichao Fu ⋅ Shangde Gao ⋅ Zhuoling Li ⋅ Wen Wang ⋅ Shangqi Gao ⋅ Ke Liu
[ OpenReview] 
Poster
None
PhotoFlow: Agentic 3D Virtual Photography Missions
Jiarui Guo ⋅ Haojia Wei ⋅ Yiming Zhang ⋅ Yifei Liu ⋅ Yuning Gong ⋅ Hongjie Zhang ⋅ Xue Yang ⋅ Zhihang Zhong
[ OpenReview] 
Poster
None
IntentLens: Grounding Underspecified Multimodal Queries for Recommendation via Tool-Augmented Reasoning
xiao chen ⋅ Dong Fang ⋅ Haitao Li ⋅ Qing Li
[ OpenReview] 
Poster
None
How Much Is One Recurrence Worth? Iso-Depth Scaling Laws for Looped Language Models
Kristian Schwethelm ⋅ Daniel Rueckert ⋅ Georgios Kaissis
[ OpenReview] 
Poster
None
$\textbf{EchMo}$: End-to-End Radar Echo Segmentation
Liwen Zhang ⋅ Xinying Fu ⋅ Youcheng Zhang ⋅ ZijunHu ⋅ Wen Chen ⋅ Shi Peng ⋅ Zhou Jie ⋅ Zhe Ma
[ OpenReview] 
Poster
None
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models
Yanting Miao ⋅ Yutao Sun ⋅ Dexin Wang ⋅ Pascal Poupart ⋅ Mengyu Zhou ⋅ Lei Lv ⋅ Qi Zhao ⋅ Li Wang ⋅ Hao Li ⋅ xiaoxi jiang ⋅ Guanjun Jiang
[ OpenReview] 
Poster
None
Behaviour4All: A Dependency-Aware Toolkit for in-the-wild Facial Behaviour Analysis
Dimitrios Kollias ⋅ Chunchang Shao ⋅ Odysseus Kaloidas ⋅ Ioannis Patras
[ OpenReview] 
Poster
None
PosePlaner: Denoising Any Feedforward Pose Predictor from Pairwise Planar Geometry
Yihang Chen ⋅ Bin Tan ⋅ Yujun Shen ⋅ Yinghao Xu ⋅ Nan Xue
[ OpenReview] 
Poster
None
Looped Diffusion Language Models
Sanghyun Lee ⋅ Chunsan Hong ⋅ Seungryong Kim ⋅ Jonghyun Lee ⋅ Jongho Park ⋅ Dongmin Park
[ OpenReview] 
Poster
None
CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization
Ziyang Ding ⋅ Linjian Meng ⋅ Yiming Wu ⋅ YuHan Li ⋅ Yuhao Liu ⋅ Zhen Zhao
[ OpenReview] 
Poster
None
Learning to Sample From Diffusion Models via Inverse Reinforcement Learning
Constant Bourdrez ⋅ Alexandre Verine ⋅ Olivier Cappé
[ OpenReview] 
Poster
None
ALAM: Algebraically Consistent Latent Transitions for Vision-Language-Action Models
Zuojin Tang ⋅ Haoyun Liu ⋅ Xinyuan Chang ⋅ Changjie Wu ⋅ Dongjie Huo ⋅ Yandan Yang ⋅ Bin Liu ⋅ Zhejia Cai ⋅ Feng Xiong ⋅ Mu Xu ⋅ jiachen luo ⋅ De Ma ⋅ Zhiheng Ma ⋅ Gang Pan
[ OpenReview] 
Poster
None
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
Changdae Oh ⋅ Wendi Li ⋅ Seongheon Park ⋅ Samuel (Min-Hsuan) Yeh ⋅ Tanwi Mallick ⋅ Sharon Li
[ OpenReview] 
Poster
None
Correctable Fork Tokens: Verifier-Anchored Selective Credit Assignment for Tool-Integrated RLVR
Shuqi Yin
[ OpenReview] 
Poster
None
Auteur: Language-Driven Cinematographic Framing for Human-Centric Video Generation
Muhammed Burak Kızıl ⋅ Enes Sanli ⋅ Niloy Mitra ⋅ Xuelin Chen ⋅ Erkut Erdem ⋅ Aykut Erdem ⋅ Duygu Ceylan
[ OpenReview] 
Poster
None
When to Trust a PFN: Detecting Harmful Shift in Tabular Foundation Models
Viet Nguyen ⋅ Herman Bergström ⋅ Stephan Rabanser ⋅ Rahul Krishnan
[ OpenReview] 
Poster
None
AnyMo: Scaling Any-Modality Conditional Motion Generation with Masked Modeling
Yiheng Li ⋅ Zhuo Li ⋅ RuiBing Hou ⋅ Yingjie Chen ⋅ Hong Chang ⋅ Hao Liu ⋅ Shiguang Shan
[ OpenReview] 
Poster
None
TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting
Vladyslav Moroshan ⋅ Julien Siems ⋅ Arber Zela ⋅ Timur Carstensen ⋅ Frank Hutter
[ OpenReview] 
Poster
None
Prompt Ensemble Image Purification for Test-time Adversarial Robustness of CLIP
Yuxuan Zhang ⋅ Shuchang Wang ⋅ Zhenbo Shi ⋅ Xiaoman Liu ⋅ Jiajun Hu ⋅ Zhidong Yu ⋅ weisongjn ⋅ Wei Yang
[ OpenReview] 
Poster
None
Prediction-only distillation with optimal mixing in ridge-regularized linear and logistic regression
Hien Dang ⋅ Pratik Patil ⋅ Alessandro Rinaldo
[ OpenReview] 
Poster
None
Privacy-Preserving Retrieval-Augmented Generation with Plausible Deniability
Wenxuan Bao ⋅ Shan Jin ⋅ Vincent Bindschaedler ⋅ Yiwei Cai
[ OpenReview] 
Poster
None
Point Clustering Encoders
Evangelos Chatzipantazis ⋅ Guillem Brasó ⋅ Cristiano Saltori ⋅ Sérgio Agostinho ⋅ Kostas Daniilidis ⋅ Aljosa Osep ⋅ Laura Leal-Taixé
[ OpenReview] 
Poster
None
Membership Inference on Synthetic Single-Cell Genomic Data
Steven Golob ⋅ Patrick McKeever ⋅ Sikha Pentyala ⋅ Martine De Cock ⋅ Jonathan Peck
[ OpenReview] 
Poster
None
Personal Visual Memory from Explicit and Implicit Evidence
Viet Nguyen ⋅ Thao Nguyen ⋅ Vishal Patel ⋅ Yuheng Li
[ OpenReview] 
Poster
None
Learning Orthonormal Bases for Function Spaces
Hamidreza Kamkari ⋅ Mohammad S Nabizadeh ⋅ Justin Solomon
[ OpenReview] 
Poster
None
Logistic Bandits with $\tilde{O}(\sqrt{dT})$ Regret without Context Diversity Assumptions
Seoungbin Bae ⋅ Dabeen Lee
[ OpenReview] 
Poster
None
Consilience for Verifier-Free Test-Time Scaling
Lecheng Kong ⋅ Like Hui ⋅ Haitao Mao ⋅ Luke Huan
[ OpenReview] 
Poster
None
On the Last-Iterate Convergence of Clipped Gradient Methods
Zijian Liu
[ OpenReview] 
Poster
None
Polestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs
Mingyu Lee ⋅ Akshat Ramachandran ⋅ Souvik Kundu ⋅ Tushar Krishna
[ OpenReview] 
Poster
None
HaNDF: Object-Conditioned Geometric Neural Hand Distance Fields
Zuhao Liu ⋅ Melih Darcan ⋅ Zhengdi Yu ⋅ Riza Alp Guler ⋅ Tolga Birdal
[ OpenReview] 
Poster
None
Diffusion Meta-Prompting and Steering for Generalizable Foundation Model Adaptation
Deepak Sridhar ⋅ Yi Li ⋅ Kartikeya Bhardwaj ⋅ Shuangjun Liu ⋅ TAOTAO JING ⋅ Yuan Li ⋅ Shuai Zhang ⋅ Jiancheng Lyu ⋅ Dashan Gao ⋅ Nuno Vasconcelos
[ OpenReview] 
Poster
None
Phase Kernel Lifts Capacity of Dense Associative Memory
Yifei Zhao ⋅ Ying Tang
[ OpenReview] 
Poster
None
Sharp Capacity Scaling of Spectral Optimizers in Learning Associative Memory
Juno Kim ⋅ Eshaan Nichani ⋅ Denny Wu ⋅ Alberto Bietti ⋅ Jason Lee
[ OpenReview] 
Poster
None
Confidence-Calibrated Inference Expansion for Evaluator-Guided Test-Time Reasoning
Weida Liang ⋅ Kenji Kawaguchi
[ OpenReview] 
Poster
None
Single Shot HDR Recovery via a Video Diffusion Prior
Chinmay Talegaonkar ⋅ Jinshi He ⋅ Nicholas Antipa
[ OpenReview] 
Poster
None
Towards Complementary Keypoint Detection via Mixture of Detectors
Xiaoyong Lu ⋅ Guobao Xiao ⋅ Dong Liang ⋅ Songlin Du
[ OpenReview] 
Poster
None
Bellman Residual Minimization for Control: Geometry, Stationarity, and Convergence
Donghwan Lee ⋅ Hyukjun Yang
[ OpenReview] 
Poster
None
MUST: Stage-Adaptive Stability Control for Test-Time Scaling in Multimodal Reasoning
YunFeng Deng
[ OpenReview] 
Poster
None
Offline Constrained Reinforcement Learning under Partial Data Coverage
Seokmin Ko ⋅ Ambuj Tewari ⋅ Kihyuk Hong
[ OpenReview] 
Poster
None
Joint Optimization of Tool Creation and Use for Large Language Model Agents
Zhi Rui Tam ⋅ Chieh-Yen Lin ⋅ Yun-Nung (Vivian) Chen ⋅ Shao-Hua Sun ⋅ Hung-yi Lee
[ OpenReview] 
Poster
None
Omni-SpikeDet: A Spiking Open-World Detector with Dynamic Text–Image Alignment
Ziqi Li ⋅ Tao Gao ⋅ Ting Chen ⋅ Xin Zhang ⋅ Yuanbo Wen ⋅ Yipo Huang ⋅ Robby Tan
[ OpenReview] 
Poster
None
Efficient SAM 3 Adaptation for Multi-Class Semantic Segmentation via Dense Competitive Representations
Wenbin Liao ⋅ Hao Zhu ⋅ Yike Ma ⋅ Hao Jiang ⋅ Feng Dai
[ OpenReview] 
Poster
None
All-Addition Spiking Diffusion Models with Attention Enhancement
Yuhan Zhang ⋅ Yuanpei Chen ⋅ Zhou Jie ⋅ Weihang Peng ⋅ Xiaode Liu ⋅ Yinglei Wang ⋅ Yufei Guo
[ OpenReview] 
Poster
None
GLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problem
Rui-Xi Wang ⋅ Runzhong Wang ⋅ Connor Coley
[ OpenReview] 
Poster
None
EviAttr-OW: Evidential Attribute Reasoning for Open World Object Detection
Linhua Ye ⋅ Xing Xi ⋅ Ronghua Luo
[ OpenReview] 
Poster
None
A Favorable Regime Between ODE and SDE for Few-Step Diffusion Sampling
YIhao Bu ⋅ Dan Lian ⋅ Zhenguo Gao
[ OpenReview] 
Poster
None
A Simple Unigram Cross-Entropy Lens on the Lexical Imprint of Pre-training Data
Jeonghoon Kim ⋅ Woojin Chung ⋅ Woomin Song ⋅ Cheonbok Park ⋅ Nako Sung ⋅ Jinwoo Shin
[ OpenReview] 
Poster
None
Muon Dynamics as a Spectral Wasserstein Flow
Gabriel Peyré
[ OpenReview] 
Poster
None
PixelART: Image-to-Layer Decomposition without Latents or Text-to-Image Pretraining
Zelin Jia ⋅ Zhao Zhang ⋅ Zhicong Tang ⋅ Yuhui Yuan ⋅ Shixia Liu
[ OpenReview] 
Poster
None
Expected Batch Optimal Transport Plans and Consequences for Flow Matching
Samuel Boïté ⋅ Julie Delon ⋅ Kimia Nadjahi
[ OpenReview] 
Poster
None
Co-optimization for Adaptive Conformal Prediction
Xiaoyi Su ⋅ Zhixin Zhou ⋅ Rui Luo
[ OpenReview] 
Poster
None
Real-World Dual-Pixel Raindrop Removal: A New Benchmark and Degradation-Adaptive RWKV Baseline
Hao Yang ⋅ Ruikun Zhang ⋅ Liyuan Pan
[ OpenReview] 
Poster
None
Reflection with Action-Induced Visual Differences for Desktop GUI Agents
Yijie Ma ⋅ Chaoyue Niu ⋅ Fan Wu ⋅ Guihai Chen
[ OpenReview] 
Poster
None
Test-Time Scaling with Diffusion Language Models via Reward-Guided Stitching
Roy Miles ⋅ Aysim Toker ⋅ Andreea-Maria Oncescu ⋅ Jiankang Deng ⋅ Ismail Elezi
[ OpenReview] 
Poster
None
MultiSTEVE-1s: A Model Zoo and Interpretability Suite for Instruction-Following Vision Agents
Karolis Jucys ⋅ George Adamopoulos ⋅ Özgür Şimşek
[ OpenReview] 
Poster
None
NeRFix: fixing subtle mistakes in the quadrature of the NeRF volumetric integral
Luca Savant Aira ⋅ Diego Valsesia ⋅ Enrico Magli
[ OpenReview] 
Poster
None
Backdoor Attacks Rerouted: BatchNorm as a Sink for Adversarial Signals
Md Abdul Kadir ⋅ Tuan Tran Anh ⋅ Daniel Sonntag
[ OpenReview] 
Poster
None
A Unified Image and Video Encoder for Multimodal LLMs
Tongtian Yue ⋅ Zikang Liu ⋅ Longteng Guo ⋅ Handong Li ⋅ Zhibin Wang ⋅ Jun Fu ⋅ Zijia Zhao ⋅ Xianing Chen ⋅ Jun Song ⋅ Cheng Yu ⋅ Bo Zheng ⋅ Jing Liu
[ OpenReview] 
Poster
None
Learning When Visual Context Matters for Mouse Behavior Analysis
Weihan Li ⋅ Jingyang Ke ⋅ Qinheng Pu ⋅ Yule Wang ⋅ Chengrui Li ⋅ Anqi Wu
[ OpenReview] 
Poster
None
Beyond Pixel Space: Frequency-Domain Uncertainty Estimation for Structure-Aware Diffusion Guidance
TIANQI ZHAO ⋅ Xixi Liu ⋅ Liangrui Peng ⋅ Zhengrui Xiang
[ OpenReview] 
Poster
None
C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting
Minghao Chen
[ OpenReview] 
Poster
None
Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring
Seongheon Park ⋅ Wendi Li ⋅ Changdae Oh ⋅ Samuel (Min-Hsuan) Yeh ⋅ Zsolt Kira ⋅ Michael Hagenow ⋅ Sharon Li
[ OpenReview] 
Poster
None
Implicit Bias of Mirror Flow in Homogeneous Neural Networks: Sparse and Dense Feature Learning
Tom Jacobs ⋅ Guido Montufar
[ OpenReview] 
Poster
None
Scaling Laws for SAE Training Data
Nikita Koriagin ⋅ Nikita Balagansky ⋅ Daniil Gavrilov
[ OpenReview] 
Poster
None
The Benefits of Temporal Correlations: SGD Efficiently Learns k-Juntas from Random Walks
Elisabetta Cornacchia ⋅ Dan Mikulincer ⋅ Elchanan Mossel
[ OpenReview] 
Poster
None
DOME: Drift-Adaptive On-Policy Motion Erasure in Video Diffusion Transformers
Ping Liu ⋅ CHI ZHANG ⋅ Meng Tang
[ OpenReview] 
Poster
None
PACE: Geometry-Aware Bridge Transport for Single-Cell Trajectory Inference
Chenglei Yu ⋅ Chuanrui Wang ⋅ Bangyan Liao ⋅ Tailin Wu
[ OpenReview] 
Poster
None
Free Heavy-Tailed Lunch for Muon: A Theoretical Justification of Empirical Success
Florian Hübler ⋅ Thomas Pethick ⋅ Suvrit Sra
[ OpenReview] 
Poster
None
FuseAdapt: Adaptation-Space Fusion for Multi-Modal Semantic Segmentation with Missing Modalities
Xin Zhang ⋅ Robby Tan
[ OpenReview] 
Poster
None
When and How to Canonize: a Generalization Perspective
Yonatan Sverdlov ⋅ Benjy Friedmann ⋅ Snir Hordan ⋅ Nadav Dym
[ OpenReview] 
Poster
None
TIDE: Asymmetric Neural Circuits for Stabilized Temporal Inhibitory-Excitatory Dynamics
Alexander Kyuroson ⋅ Denis Kleyko ⋅ Marcus Liwicki
[ OpenReview] 
Poster
None
Understanding Layer Patching in Model Size Interpolation
Sara Kangaslahti ⋅ Jonathan Geuter ⋅ Nihal V Nayak ⋅ Marco Fumero ⋅ Francesco Locatello ⋅ David Alvarez-Melis
[ OpenReview] 
Poster
None
Thinking with Images as Continuous Policy: Numerical Visual Chain-of-Thought
Kesen Zhao ⋅ Beier Zhu ⋅ Junbao Zhou ⋅ Xingyu Zhu ⋅ Zhongqi Yue ⋅ Hanwang Zhang
[ OpenReview] 
Poster
None
Alleviating Hallucination with Training-Free Uncertainty-Guided Steering
Litian Liu ⋅ Yubing Jian ⋅ Qiqi Hou ⋅ Reza Pourreza ⋅ Mohammad Ghavamzadeh ⋅ Yao Qin ⋅ Roland Memisevic ⋅ Herbert Cai
[ OpenReview] 
Poster
None
MEME: Lightweight Hierarchical Mixture-of-Experts for Unified Affective Computing
Yinan Zhang ⋅ Haoyu Zhang ⋅ Tianshu Yu
[ OpenReview] 
Poster
None
Towards Hyperparameter Transfer for Differentially Private Optimization
Tianze Wang ⋅ Zhiqi Bu ⋅ Linjun Zhang
[ OpenReview] 
Poster
None
Learning Better Certified Models from Empirically-Robust Teachers
Alessandro De Palma
[ OpenReview] 
Poster
None
Persona Generators: Generating Diverse Synthetic Personas for Arbitrary Contexts
Davide Paglieri ⋅ Logan Cross ⋅ William Cunningham ⋅ Joel Leibo ⋅ Sasha Vezhnevets
[ OpenReview] 
Poster
None
On the Invariance and Generality of Neural Scaling Laws
Xing Han ⋅ Liu Ziyin ⋅ Suchi Saria ⋅ Paul Liang
[ OpenReview] 
Poster
None
Flow Matching Reinforcement Learning via SDE Inference
Maojiang Su ⋅ Tsung-En Lin ⋅ Jerry Yao-Chieh Hu ⋅ Guo Ye ⋅ Haoran Lu ⋅ Shang Wu ⋅ Zhaoran Wang ⋅ Han Liu
[ OpenReview] 
Poster
None
Optimizing Social Utility in Sequential Experiments
Ander Artola Velasco ⋅ Stratis Tsirtsis ⋅ Manuel Rodriguez
[ OpenReview] 
Poster
None
Subprocess-Constrained Markov Decision Processes
Jiarui Gan ⋅ Debmalya Mandal
[ OpenReview] 
Poster
None
On Generalization in Bilevel Optimization with Overparameterized Models
Fares El Khoury ⋅ Edouard Pauwels ⋅ Samuel Vaiter ⋅ Michael Arbel
[ OpenReview] 
Poster
None
Speed Predictions for Online Energy-Efficient Scheduling
Eric Balkanski ⋅ Jingwei Li ⋅ Clifford Stein ⋅ Cherlin Zhu
[ OpenReview] 
Poster
None
From Walls to Synergy: A Joint LLM-Evolution Framework for MILP Solvers
Ziao Guo ⋅ Yuan Feng ⋅ Chenhao Ying ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Raven: High-Recall Sequence Modeling via Sparse Memory Routing
Arshia Afzal ⋅ Aviv Bick ⋅ Eric Xing ⋅ Volkan Cevher ⋅ Albert Gu
[ OpenReview] 
Poster
None
RANSAC Scoring Done Right
James Pritts ⋅ Felix Seegräber ⋅ Kevin Köser
[ OpenReview] 
Poster
None
Weisfeiler-Leman Is Incomplete on Simple Spectrum Graphs, so Canonicalize Them
Snir Hordan ⋅ Nadav Dym ⋅ Tim Seppelt
[ OpenReview] 
Poster
None
Training Agent to Scale Inference-Time Reasoning
Yunzhe Qi ⋅ Sirui Chen ⋅ Jiaru Zou ⋅ Yanjun Zhao ⋅ Mengting Ai ⋅ Jingrui He
[ OpenReview] 
Poster
None
Two is better than one: designing heterogeneous scales in binary rating systems
Liren Shan ⋅ Alec Sun ⋅ Jingyan Wang
[ OpenReview] 
Poster
None
SOLA: A Structured Operator Library for Attention in Pretrained Vision Transformers
Enzo Tartaglione ⋅ Vito Paolo Pastore
[ OpenReview] 
Poster
None
From POMDP Theory to Deep RL with Particle Filters
Kevin Tan ⋅ Ziping Xu
[ OpenReview] 
Poster
None
BMAttn: Block-Aligned Mixed-Precision Attention Quantization for LLM Inference
Zining Wang ⋅ Haojie Duanmu ⋅ Zhihang Yuan ⋅ Fanliu Kong ⋅ Ruihao Gong ⋅ Jinyang Guo ⋅ Xianglong Liu
[ OpenReview] 
Poster
None
Who Says What: Symbolic Trimodal Binding Mechanisms in Audio-Visual LLMs
Jihoo Jung ⋅ Youngjoon Jang ⋅ Joon Son Chung
[ OpenReview] 
Poster
None
Improving Function Space Flow Matching with Kernel Optimal Transport
Fred Xu ⋅ Thomas Markovich ⋅ Barbora Barancikova ⋅ Yizhou Sun
[ OpenReview] 
Poster
None
LoopPrune: Evolutionary Module Selection with Iterative Execution for Efficient Large Language Model Compression
Shang Wang
[ OpenReview] 
Poster
None
FedLoVA: Value-Only Aggregation for Federated LoRA Fine-Tuning of Large Language Models
Ensieh Khazaei ⋅ Baturalp Buyukates ⋅ Dimitrios Hatzinakos
[ OpenReview] 
Poster
None
MATO: Multi-objective Personalized Alignment with Test-time Optimization for Large Language Models
LINHAO LUO ⋅ Trang Vu ⋅ Van-Anh Nguyen ⋅ Junae Kim ⋅ Reza Haffari ⋅ Dinh Phung
[ OpenReview] 
Poster
None
Factored Generative Models through Mechanism Diversity
Minghao Fu ⋅ Selena Ge ⋅ Hongjia Liu ⋅ Zijian Li ⋅ Fan Feng ⋅ Kun Zhang ⋅ Biwei Huang
[ OpenReview] 
Poster
None
MICE: Multi-animal Interaction Context Encoder — A Hierarchical Foundation Model for Mouse Behavior
Yen-Shuo Su ⋅ Weihan Li ⋅ Anqi Wu
[ OpenReview] 
Poster
None
StableAvatar: Ultra-Long Audio-Driven Avatar Video Generation
Shuyuan Tu ⋅ Yueming Pan ⋅ Yinming Huang ⋅ Xintong Han ⋅ Zhen Xing ⋅ Qi Dai ⋅ Chong Luo ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
None
Learning under Localized Minority Imbalance
Amin Hosseininasab ⋅ Steven M Shugan
[ OpenReview] 
Poster
None
Free Decompression with Algebraic Spectral Curves
Siavash Ameli ⋅ Chris van der Heide ⋅ Liam Hodgkinson ⋅ Michael Mahoney
[ OpenReview] 
Poster
None
Differential Vector Erasure: Unified Training-Free Concept Erasure for Flow Matching Models
Zhiqi Zhang ⋅ Xinhao Zhong ⋅ Yi Sun ⋅ Shuoyang Sun ⋅ Jiahui Wang ⋅ Bin Chen ⋅ Shu-Tao Xia ⋅ Xuan Wang
[ OpenReview] 
Poster
None
Delayed homomorphic reinforcement learning for environments with delayed feedback
Jongsoo Lee ⋅ Jangwon Kim ⋅ Soohee Han
[ OpenReview] 
Poster
None
Conservatism Controllable Compositional Guidance for Offline Safe Reinforcement Learning
Ruiqi Xue ⋅ Shenghe Hu ⋅ Xin Gao ⋅ Jing-Wen Yang
[ OpenReview] 
Poster
None
AdapMatch: Adaptive Bias Decoupling for Semi-Supervised Partial Label Learning under Unknown Class Distributions
Yuheng Jia ⋅ Yaodong Shen ⋅ Jiahao Jiang ⋅ Hui LIU ⋅ Junhui Hou
[ OpenReview] 
Poster
None
ReflectMT: Internalizing Reflection for Efficient and High-Quality Machine Translation
Kunquan Li ⋅ Yingxue Zhang ⋅ Zhibin Lan ⋅ Fandong Meng ⋅ Jinsong Su
[ OpenReview] 
Poster
None
Don't Waste Population: Post-Anneal Refinement for Combinatorial Optimization
Yuma Ichikawa
[ OpenReview] 
Poster
None
From Tokens to Tactics: Adversarial Text Optimization in an Axis-Aligned Rhetorical Strategy Space for Harmful Content Detection
Jinjie Wang ⋅ Shu Jiang ⋅ Hai Zhao
[ OpenReview] 
Poster
None
Morpho-Temporal Decoupling: How Primate Neurons Expand Dendrites Without Losing Speed
Jiawei Zhang ⋅ Haoyu Wang ⋅ Jialun Ma ⋅ Wei Dai ⋅ Yuguo Yu
[ OpenReview] 
Poster
None
DiffATS: Diffusion in Aligned Tensor Space
Jinhua Lyu ⋅ Tianmin Yu ⋅ Brian Kim ⋅ Lizhuo Zhou ⋅ Chanwook Park ⋅ Naichen Shi
[ OpenReview] 
Poster
None
Inline Critic Steers Image Editing
Weitai Kang ⋅ Xiaohang Zhan ⋅ Yizhou Wang ⋅ Mang Tik Chiu ⋅ Jason Kuen ⋅ Kangning Liu ⋅ Yan Yan
[ OpenReview] 
Poster
None
Curriculum proof repair with learned counterexamples
Yuechun Sun ⋅ Jun Yang ⋅ Kexin Pei
[ OpenReview] 
Poster
None
Heterogeneous Agent Collaborative Reinforcement Learning
Zhixia Zhang ⋅ Zixuan Huang ⋅ Gonxun Li ⋅ Huaiyang Wang ⋅ Chengyi Yuan ⋅ Xin Xia ⋅ deqing wang ⋅ Fuzhen Zhuang ⋅ Shuai Ma ⋅ Ning Ding ⋅ Yaodong Yang ⋅ Yikun Ban
[ OpenReview] 
Poster
None
Persistent Planar Memory for Video World Models
Yuze He ⋅ Bin Tan ⋅ Zelin Gao ⋅ Yujun Shen ⋅ Yong-jin Liu ⋅ Nan Xue ⋅ Yinghao Xu
[ OpenReview] 
Poster
None
$\texttt{bispectrum}$: Selective $G$-Bispectra Made Practical
Johan Mathe ⋅ Adele Myers ⋅ Simon Mataigne ⋅ Nina Miolane
[ OpenReview] 
Poster
None
TimeOperator: A Function-to-Function Approach to Time Series Modeling
SheoYon Jhin ⋅ B. Aditya Prakash ⋅ Noseong Park
[ OpenReview] 
Poster
None
LightMoE: Reducing Mixture-of-Experts Redundancy through Expert Replacing
Jiawei Hao ⋅ Zhiwei Hao ⋅ Jianyuan Guo ⋅ Li Shen ⋅ Yong Luo ⋅ Han Hu ⋅ Dan Zeng
[ OpenReview] 
Poster
None
Variance-Adaptive Optimal Algorithm for Reinforcement Learning with MNL Function Approximation
Wonyoung Kim ⋅ Garud Iyengar ⋅ Assaf Zeevi ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
TGPO: Temporal Grounded Policy Optimization for Signal Temporal Logic Tasks
Yue Meng ⋅ Fei Chen ⋅ Chuchu Fan
[ OpenReview] 
Poster
None
Neural Operator-based Curriculum Learning for Physics-Informed Neural Networks
Lingshi MENG ⋅ Haosen Shi ⋅ Sinno Pan
[ OpenReview] 
Poster
None
Pathway-Aligned Regulator Tokens for Interpretable Spatial Gene Expression Prediction from Histologyatial Transcriptomics Prediction from Histology
Hyun Namgung ⋅ Sanghyun Park
[ OpenReview] 
Poster
None
Unveiling Implicit Advantage Symmetry: Why GRPO Struggles with Exploration and Difficulty Adaptation
zhiqi yu ⋅ Zhangquan Chen ⋅ Mengting Liu ⋅ Heye Zhang ⋅ Liangqiong Qu
[ OpenReview] 
Poster
None
Policy Optimization in Tabular MDPs: Data-dependent Regret under Unknown Transitions
Mingyi Li ⋅ Taira Tsuchiya ⋅ Kenji Yamanishi
[ OpenReview] 
Poster
None
MODULE: A Mutual-Promoting Deep Unfolding Framework Towards Degradation-Robust Multi-modal Image Fusion
Han Xu ⋅ Yunfei Deng ⋅ Jiayi Ma ⋅ Guangcan Liu
[ OpenReview] 
Poster
None
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning
Junzhe Yang ⋅ Xiaoyu Shen
[ OpenReview] 
Poster
None
MemoryFusion: Cross-Temporal Memory Learning for Multimodal Video Fusion
Gong Meiqi ⋅ Hao Zhang ⋅ Jiayi Ma
[ OpenReview] 
Poster
None
NORMA: Norm-Guided Explanation Subgraph Discovery
Xiangyu Fu ⋅ Wei Liu ⋅ Jun Wang ⋅ Yang Qiu ⋅ Yuhua Li ⋅ Ruixuan Li
[ OpenReview] 
Poster
None
Leveraging Dale’s Principle as an Inductive Bias in Recurrent Neural Networks
Jiyi Wang ⋅ Chenxiao Yang ⋅ Yujia Zhao ⋅ Jingzhao Zhang ⋅ Lu Mi
[ OpenReview] 
Poster
None
Beyond Prediction: Steering VLM Agents with Retrospective World Modeling
Yongjiang Liu ⋅ Jie ZHANG ⋅ Haoyue Zhang ⋅ Jingcai Guo ⋅ Deze Zeng ⋅ Song Guo
[ OpenReview] 
Poster
None
Pruning and Distilling Mixture-of-Experts into Dense Language Models
Junhyuck Kim ⋅ Jihun Yun ⋅ Haechan Kim ⋅ Gyeongman Kim ⋅ Joonghyun Bae ⋅ Jaewoong Cho
[ OpenReview] 
Poster
None
WavNAF: Learning Wave Propagation Priors for Neural Acoustic Fields
Taeho Kim ⋅ Hyunjun Kim ⋅ MinKyu Lee ⋅ SuBeen Lee ⋅ Inkyu An ⋅ Jae-Pil Heo
[ OpenReview] 
Poster
None
Eliciting Secret Knowledge from Language Models
Bartosz Cywiński ⋅ Emil Ryd ⋅ Rowan Wang ⋅ Senthooran Rajamanoharan ⋅ Neel Nanda ⋅ Arthur Conmy ⋅ Samuel Marks
[ OpenReview] 
Poster
None
UncertainGen: Scalable Uncertainty-Aware Representation Learning of DNA Sequences
Abdulkadir Celikkanat ⋅ Andres Masegosa ⋅ Mads Albertsen ⋅ Thomas Nielsen
[ OpenReview] 
Poster
None
Anchor PCA
Benedikt Seiter ⋅ Anya Fries ⋅ Julius von Kügelgen ⋅ Jonas Peters
[ OpenReview] 
Poster
None
Adaptive LLM Routing for Multi-Turn Conversations with Continuously Evolving User Queries
Jiarui Zhang ⋅ Xiangyu Liu ⋅ Yong Hu ⋅ Chaoyue Niu ⋅ Hang Zeng ⋅ Shaojie Tang ⋅ Fan Wu ⋅ Guihai Chen
[ OpenReview] 
Poster
None
What are Key Factors for Updates in RL for LLM Reasoning?
Peidong Wang ⋅ Demi Wang ⋅ Xufang Luo ⋅ Jiahang Xu ⋅ Xiaocui Yang ⋅ Shi Feng ⋅ Yuqing Yang ⋅ Dongsheng Li
[ OpenReview] 
Poster
None
The Spectral Amplitude Principle for Dynamics of Quantum Neural Networks
Yihang Xu ⋅ Dan-Bo Zhang ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Gradient-Mine Units: Scorched-Earth Strategy for Model Protection against Unauthorized Fine-Tuning
Jinhyeok Jang ⋅ Jaehong Kim ⋅ ByungOk Han
[ OpenReview] 
Poster
None
Gradient Regularized Newton Boosting Trees with Global Convergence
Nikita Zozoulenko ⋅ Daniel Falkowski ⋅ Thomas Cass ⋅ Lukas Gonon
[ OpenReview] 
Poster
None
Wayfinder: Adaptive Resource Routing from Agent Citations
Miguel Romero Calvo ⋅ George Karypis
[ OpenReview] 
Poster
None
Towards Multi-Human-Value Alignment via Value Localization in LLMs
Xueqi Ma ⋅ Yanbei Jiang ⋅ Xingjun Ma ⋅ James Bailey ⋅ Sarah Erfani
[ OpenReview] 
Poster
None
Optimal Representation Size: High-Dimensional Analysis of Pretraining and Linear Probing
Valentina Njaradi ⋅ Clémentine Dominé ⋅ Rachel A Swanson ⋅ Marco Mondelli ⋅ Andrew Saxe
[ OpenReview] 
Poster
None
GraphMemRL: Action-Native Reinforcement Learning for Persistent Graph Memory Construction
Bingcheng Dong ⋅ Shenglan Liu ⋅ Sifan Zhang ⋅ Jirui Tian ⋅ Weitong Wu
[ OpenReview] 
Poster
None
Robust Stream Classification using Time Neutralising Decision Trees
Brandon Gower-Winter ⋅ Georg Krempl
[ OpenReview] 
Poster
None
Inference for Many Quantiles under Local Differential Privacy
Qirui Hu ⋅ Yi Liu
[ OpenReview] 
Poster
None
PhaseDance: Capturing Rhythm and Expressivity in Dance Modeling
Meongeun Kim ⋅ Taehui Lee ⋅ Soomin Park ⋅ Sung-Hee Lee
[ OpenReview] 
Poster
None
Hierarchical Agglomerative Clustering via Relaxed Representatives
Eduardo Laber ⋅ Miguel A Batista
[ OpenReview] 
Poster
None
Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting
Xingyu Zhang ⋅ Jingyao Wang ⋅ Xin Yu ⋅ Zeen Song ⋅ Jianqi Zhang ⋅ Changwen Zheng ⋅ Wenwen Qiang
[ OpenReview] 
Poster
None
To Copy or Not to Copy: Controlling Speculative Decoding via Intrinsic Model Signals
Roy Eisenstadt ⋅ Ido Cohen ⋅ Edo Cohen-Karlik ⋅ Lior Wolf ⋅ Itamar Zimerman
[ OpenReview] 
Poster
None
HyperFlow: Gradient-Free Test-Time Adaptation for Cross-Domain Few-Shot Classification
Donggyun Kim ⋅ Chanwoo Kim ⋅ Seunghoon Hong
[ OpenReview] 
Poster
None
Causal Effect Identification with a Single Agnostic Proxy
Xiu-Chuan Li ⋅ Tongliang Liu
[ OpenReview] 
Poster
None
Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems
Lang Feng ⋅ Longtao Zheng ⋅ Shuo He ⋅ Fuxiang Zhang ⋅ Bo An
[ OpenReview] 
Poster
None
High-Probability Minimax Adaptive Estimation in Besov Spaces via Online-to-Batch
Paul Liautaud ⋅ Pierre Gaillard ⋅ Olivier Wintenberger
[ OpenReview] 
Poster
None
Semiparametric Efficient Tests for Interpretable Distributional Treatment Effects
Houssam Zenati ⋅ Arthur Gretton
[ OpenReview] 
Poster
None
Decoupled Prototype Contrastive Alignment Hashing for Cross-Modal Retrieval
Yunfei Chen ⋅ Renwei Xia ⋅ Shangchong Gao ⋅ Zhan Yang
[ OpenReview] 
Poster
None
Explicit Geometric Chain-of-Thought for Vision-Language-Action in Autonomous Driving
Xingtai Gui ⋅ Yucheng Zhou ⋅ Dongqian Guo ⋅ jiahao gong ⋅ Feiyang Tan ⋅ Jianbing Shen
[ OpenReview] 
Poster
None
Time-Sensitive Anytime-Valid Testing
Eugenio Clerico ⋅ Tobias Wegel ⋅ Iskander Azangulov ⋅ Patrick Rebeschini
[ OpenReview] 
Poster
None
Multi-Armed Bandits With Best-Action Queries
Francesco Bacchiocchi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi ⋅ Francesco Emanuele Stradi
[ OpenReview] 
Poster
None
Building Transformation Layers for Riemannian Neural Networks
Ziheng Chen
[ OpenReview] 
Poster
None
TopoPrune: Robust Data Pruning via Unified Latent Space Topology
Arjun Roy ⋅ Prajna Malettira ⋅ Manish Nagaraj ⋅ Kaushik Roy
[ OpenReview] 
Poster
None
Umbilic Multinomial Logistic Regression
Zihan Su ⋅ Nicu Sebe ⋅ Bernhard Schölkopf ⋅ Ziheng Chen
[ OpenReview] 
Poster
None
Online Resource Allocation With General Constraints
Eleonora Fidelia Chiefari ⋅ Francesco Emanuele Stradi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
None
Quantum Speedups for Stochastic Optimization with Heavy-Tailed Noise
Bin Luo ⋅ Chengchang Liu ⋅ Jonathan Allcock ⋅ Shengyu Zhang ⋅ John C. S. Lui
[ OpenReview] 
Poster
None
Orthogonal Updates for the Win: Towards Accelerated Adaptive Minimax Optimization
Zhiwei Zhai ⋅ Xinyu Wang ⋅ Wenjing Yan ⋅ Lei Ding ⋅ Ying-Jun Zhang
[ OpenReview] 
Poster
None
Function graph transformers universally approximate operators between function spaces
Takashi Furuya ⋅ S D Mis ⋅ Ivan Dokmanić ⋅ Maarten V. de Hoop ⋅ Matti Lassas
[ OpenReview] 
Poster
None
MIND-DDI: Multi-Omics Interpretable Drug-Drug Interaction Prediction with Joint Optimization of Graph Structure, Neural Architecture, and Symbolic Rules
Linxin Xiao ⋅ Xin Wang ⋅ Yang Yao ⋅ Wenwu Zhu
[ OpenReview] 
Poster
None
The Illusion of Forgetting: Rank Leakage in Knowledge Editing and Its Mitigation
Jie Hou ⋅ Qiang Zeng
[ OpenReview] 
Poster
None
Internalize External Competence for Visual Instruction Editing
Wenjun Huang ⋅ Rui Zhao ⋅ Suyang Hou ⋅ Jiahao Tang ⋅ Wenjia Wang ⋅ Zhuobai Dong ⋅ Alex Jinpeng Wang ⋅ Hu J Guo
[ OpenReview] 
Poster
None
Adaptive Realizable Regression from Two Online Learners
Dirk van der Hoeven
[ OpenReview] 
Poster
None
More Than Meets the Eye? Uncovering the Reasoning-Planning Disconnect in Training Vision-Language Driving Models
Xurui Song ⋅ Shuo Huai ⋅ Jingjing Jiang ⋅ Jiayi Kong ⋅ Jun Luo
[ OpenReview] 
Poster
None
Perceive, Interact, Reason: Building Tool-Augmented Visual Agents for Spatial Reasoning
Changye Li ⋅ Meng Lu ⋅ YI WU ⋅ Ligeng Zhu
[ OpenReview] 
Poster
None
Latent Spatial Reasoning: Building Innate 3D Awareness via Latent-Space Distillation
Ruifei Zhang ⋅ Xiangru Lin ⋅ Haoyuan Li ⋅ Wei Zhang ⋅ Xiao Tan ⋅ Junlin Xie ⋅ Xiang Wan ⋅ Guanbin Li
[ OpenReview] 
Poster
None
Assessing the robustness of heterogeneous treatment effects in survival analysis under informative censoring
Yuxin Wang ⋅ Dennis Frauen ⋅ Jonas Schweisthal ⋅ Maresa Schröder ⋅ Stefan Feuerriegel
[ OpenReview] 
Poster
None
Weighted Sampling for Online Causal Discovery
Arnab Bhattacharyya ⋅ Philips George John ⋅ Sayantan Sen ⋅ Naganand Yadati
[ OpenReview] 
Poster
None
Stabilizing Off-policy LLM Optimization with Prefix Importance Ratio
Shiye Lei ⋅ Zhihao Cheng ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Beyond Maximum Likelihood: Variational Inequality Estimation for Generalized Linear Models
Linglingzhi Zhu ⋅ Jonghyeok Lee ⋅ Yao Xie
[ OpenReview] 
Poster
None
Unifying Reasoning and Planning through Energy Minimization
Adrian Rodriguez ⋅ Angelica Kim ⋅ Yunhui Guo ⋅ Yilun Du
[ OpenReview] 
Poster
None
DeltaMomentum: A Key-Value based Anisotropic Momentum Update via Delta Rule
Euijin Hong ⋅ Guannan Qu
[ OpenReview] 
Poster
None
How does feature learning change the function space evolution?
João Lobo ⋅ Bruno Loureiro ⋅ Long Tran-Thanh ⋅ Fanghui Liu
[ OpenReview] 
Poster
None
Optimal Rates for Adaptive Private $k$-PCA
Johanna Düngler ⋅ Amartya Sanyal
[ OpenReview] 
Poster
None
Anatomy-aware Spatio-Temporal Modeling for Echocardiography Segmentation
Seok-Hwan Oh ⋅ Guil Jung ⋅ Myeong-Gee Kim ⋅ Young-Min Kim ⋅ hyeonjik lee ⋅ Sang-yun Kim ⋅ Hyuksool Kwon ⋅ Hyeon-Min Bae
[ OpenReview] 
Poster
None
Ares: Adaptive Reasoning Effort Selection for Efficient LLM Agents
Jingbo Yang ⋅ Bairu Hou ⋅ Jiayun (Peter) Wang ⋅ Wei Wei ⋅ Yujia Bao ⋅ Shiyu Chang
[ OpenReview] 
Poster
None
The Alignment Illusion in Multimodal Large Language Models
Hong-Han Wang ⋅ Yuntao Wang ⋅ Hu Ding
[ OpenReview] 
Poster
None
Prefix-Tuning for Arbitrary Output Sequences on Pretrained Transformers
Peter Cho-Ho Lam ⋅ Ziyi Wang ⋅ Zirui Zhou
[ OpenReview] 
Poster
None
Training Deliberative Monitors for Black-Box Scheming Detection
Aditya Sinha ⋅ Akshat Naik ⋅ Victor Gillioz ⋅ Simon Storf ⋅ Kilian Merkelbach ⋅ Rich Barton-Cooper ⋅ Axel Højmark ⋅ Marius Hobbhahn
[ OpenReview] 
Poster
None
CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling
Yifan Zhang ⋅ Yutong Dai ⋅ Viraj Prabhu ⋅ Zhiyuan Hu ⋅ Ran Xu ⋅ Zeyuan Chen
[ OpenReview] 
Poster
None
$f$-GRPO & Beyond: Divergence-Based Reinforcement Learning Algorithms for General LLM Alignment
Rajdeep Haldar ⋅ Lantao Mei ⋅ Guang Lin ⋅ Yue XING ⋅ Qifan Song
[ OpenReview] 
Poster
None
Submodular Benchmark Selection
Alexander Smola
[ OpenReview] 
Poster
None
Latency-Conditioned Selection Bias in RLHF
PRAKUL S HIREMATH
[ OpenReview] 
Poster
None
Model-based Bootstrap of Controlled Markov Chains
Ziwei Su ⋅ Imon Banerjee ⋅ Diego Klabjan
[ OpenReview] 
Poster
None
Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation
Michal Balcerak ⋅ Suprosanna Shit ⋅ Chinmay Prabhakar ⋅ Sebastian Kaltenbach ⋅ Michael Albergo ⋅ Yilun Du ⋅ Bjoern Menze
[ OpenReview] 
Poster
None
FedRSPO+: A Heterogeneity-aware Algorithm for Decision-focused Federated Learning
Konstantinos Ziliaskopoulos ⋅ Alexander Vinel ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Do Deep Networks Forget Initialization? A Forgetting-Time View of Practical Inductive Bias
Mohua Das ⋅ Pierfrancesco Beneventano ⋅ Shibshankar Dey ⋅ Gareth H McKinley ⋅ Tomaso Poggio
[ OpenReview] 
Poster
None
Representation Learning Enables Scalable Multitask Deep Reinforcement Learning
Johan Obando Ceron ⋅ Lu Li ⋅ Scott Fujimoto ⋅ Pierre-Luc Bacon ⋅ Aaron Courville ⋅ Pablo Samuel Castro
[ OpenReview] 
Poster
None
VolFill: Single-View Amodal 3D Scene Reconstruction with Volumetric Flow Matching
Tuan D Ngo ⋅ Chuang Gan ⋅ Evangelos Kalogerakis
[ OpenReview] 
Poster
None
Perturb and Correct: Post-Hoc Ensembles using Affine Redundancy
Eleanor Quint
[ OpenReview] 
Poster
None
Estimating the expected output of wide random MLPs more efficiently than sampling
Wilson Wu ⋅ Victor Lecomte ⋅ Michael Winer ⋅ George Robinson ⋅ Jacob Hilton ⋅ Paul Christiano
[ OpenReview] 
Poster
None
Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs
Robert Graham ⋅ Edward Stevinson ⋅ Yariv Barsheshat
[ OpenReview] 
Poster
None
DualKV: Shared-Prompt Flash Attention for Efficient RL Training with Large Rollouts and Long Contexts
Jiading Gai ⋅ Shuai Zhang ⋅ Xiang song ⋅ Yuyang (Bernie) Wang ⋅ George Karypis
[ OpenReview] 
Poster
None
Learning Chance-Constrained MDPs with Bellman Distributional Certificates
Chenbei Lu ⋅ Hongyu Yi
[ OpenReview] 
Poster
None
Preserving DEG Rankings for Gene Discovery in Histology-Based Spatial Gene Expression Prediction
Kaito Shiku ⋅ Kazuya Nishimura ⋅ Yasuhiro Kojima ⋅ Ryoma Bise
[ OpenReview] 
Poster
None
Adaptive Generate-Rank-Verify: Inference-Time Search with Costly Verification
Shaddin Dughmi ⋅ Mahdi Haghifam ⋅ Yusuf H Kalayci
[ OpenReview] 
Poster
None
Sharpness of Minima in Deep Matrix Factorization
Anıl Kamber ⋅ Rahul Parhi
[ OpenReview] 
Poster
None
On the Nature of Attention Sink that Shapes Decoding Strategy in Omni-LLMs
Suho Yoo ⋅ Youngjoon Jang ⋅ Joon Son Chung
[ OpenReview] 
Poster
None
Continuity Laws for Sequential Models
Annan Yu ⋅ Dongwei Lyu ⋅ N. Benjamin Erichson
[ OpenReview] 
Poster
None
Blur Issue Matters for Thermal Novel View Synthesis: A Floating Gaussian Suppression Approach
Mingyuan Xie ⋅ Sheng Wan ⋅ Jin Xie ⋅ Hang Yang ⋅ Liangyun Sun ⋅ Chen Gong
[ OpenReview] 
Poster
None
Noisy Data is Destructive to Reinforcement Learning with Verifiable Rewards
Yuxuan Zhu ⋅ Daniel Kang
[ OpenReview] 
Poster
None
To Think or Not to Think: Pre-Decisional Reasoning Budgets for Referring Audio-Visual Segmentation
Haojie Hu ⋅ Senda Chen ⋅ Ying Shen ⋅ Lin Zhang
[ OpenReview] 
Poster
None
CORP: Closed-Form One-shot Representation-Preserving Structured Pruning for Transformers
Boxiang Zhang ⋅ Baijian Yang
[ OpenReview] 
Poster
None
TargetSage: Identifying Therapeutic Target Genes with Interpretable and Robust LLM Reasoning
Ziheng Duan ⋅ Tong Wu ⋅ Xi Li ⋅ Simon D Sun ⋅ Chaoyang Wang ⋅ Junhao Liu ⋅ Martin Min ⋅ Jing Zhang
[ OpenReview] 
Poster
None
BEACON: Cross-Domain Co-Training of Generative Robot Policies via Best-Effort Adaptation
Antong Zhang ⋅ Han Qi ⋅ Heng Yang
[ OpenReview] 
Poster
None
Measuring and Strengthening Behavioral Suppression in Language Models
Luxi (Lucy) He ⋅ Pengcheng Jiang ⋅ Jifan Zhang ⋅ Jiawei Han ⋅ Danqi Chen
[ OpenReview] 
Poster
None
Affine-Image Propagation for Tight and Scalable $\ell_{2}$ Neural Network Verification
Hong-Ming Chiu ⋅ Haoyu Li ⋅ Huan Zhang ⋅ Richard Y Zhang
[ OpenReview] 
Poster
None
Towards Generalizable Partially Relevant Video Retrieval
Woojin Jun ⋅ Cheol-Ho Cho ⋅ MinSeok Jung ⋅ SuBeen Lee ⋅ Jae-Pil Heo
[ OpenReview] 
Poster
None
Optimal Ansatz-free Hamiltonian Learning In Situ
Taiqi Zhou ⋅ Weiyuan Gong
[ OpenReview] 
Poster
None
Learning Robust Representations for Defending White-Box Adversarial Attacks in Continual Learning
Yusen Chen ⋅ Fei Ye ⋅ Qihe Liu ⋅ Adrian G. Bors ⋅ shijie zhou
[ OpenReview] 
Poster
None
Integrating Local and Global Entropy for Uncertainty Quantification in LLMs
Johanne Medina ⋅ Tianyi Zhou ⋅ Keivin Isufaj ⋅ Aristides Gionis ⋅ Sanjay Chawla
[ OpenReview] 
Poster
None
Unified Loss-Aware Density Control for 3D Gaussian Splatting
Tae-Young Kim ⋅ Jiwoo Chung ⋅ Jae-Pil Heo
[ OpenReview] 
Poster
None
DeFlow: Decoupling Behavior-Prior Modeling and Value Maximization for Offline Policy Extraction
Zhancun Mu ⋅ Chi Zhang
[ OpenReview] 
Poster
None
Component-Based Out-of-Distribution Detection
Wenrui Liu ⋅ Hong Chang ⋅ RuiBing Hou ⋅ Shiguang Shan
[ OpenReview] 
Poster
None
Skill-Adaptive Noise Scheduling for Diffusion Policies
Woo Kyung Kim ⋅ Gwangpyo Yoo ⋅ Eunyoung Park ⋅ Honguk Woo
[ OpenReview] 
Poster
None
Learning Sparse Semantic-Cortical Atoms for Multisubject Naturalistic fMRI Encoding
Alicia Zeng
[ OpenReview] 
Poster
None
TPO: Tri-level Distributionally Robust Learning for OOD Direct Preference Optimization
Chengtao Jian ⋅ Kai Yang
[ OpenReview] 
Poster
None
CMI-Trans: Cross Modal Inconsistency-aware Transport for HSI-LiDAR Classification
Yanli Li ⋅ Xuan Tan ⋅ Ding Qi ⋅ XINYANG JIANG
[ OpenReview] 
Poster
None
Rosetta: Composable Native Multimodal Pretraining
Xiangyue Liu ⋅ Zijian Zhang ⋅ Miles Yang ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Ping Tan
[ OpenReview] 
Poster
None
Not All Slots Are Equal: Non-Co-Progressive Markov Bridge for Bundle Construction
Rongchao Zhang ⋅ Haodong Jing ⋅ Siheng Wang ⋅ Zhengtao Yao ⋅ Yajun Liu
[ OpenReview] 
Poster
None
Treating Hyperparameters as Interventions: Task-Invariant Representation Learning for Transferable HPO
Mengyang Li ⋅ Ou Wu
[ OpenReview] 
Poster
None
Optimal Convergence Analysis of DDPM for General Distributions
Yuchen Jiao ⋅ Yuchen Zhou ⋅ Gen Li
[ OpenReview] 
Poster
None
Not All Layers Need Tuning: Selective Layer Restoration Recovers Diversity
Bowen Zhang ⋅ Meiyi Wang ⋅ Harold Soh
[ OpenReview] 
Poster
None
STParOpt: An End-to-End Framework for Execution-Aware Parallelism Inference and Optimized CUDA Migration
Meng Wang ⋅ Jinshuo Liu ⋅ Weiran Pian ⋅ Feiyang Wen ⋅ Xinya Liu ⋅ Juan Deng ⋅ Jeff Pan
[ OpenReview] 
Poster
None
Pygmalion Effect in Vision: Image-to-Clay Translation for Reflective Geometry Reconstruction
Gayoung Lee ⋅ Junho Kim ⋅ Jin-Hwa Kim ⋅ Junmo Kim
[ OpenReview] 
Poster
None
Minimax Optimization without Spurious Solutions in Optimal Transport Learning
Yejun Kim ⋅ Kyungjae Lee ⋅ Donghwan Kim
[ OpenReview] 
Poster
None
Continuous Open-ended Discovery and Evolution of Skills as Hierarchical Reward Programs
Richard Bornemann ⋅ Pierluigi V Amadori ⋅ Antoine Cully
[ OpenReview] 
Poster
None
AKTD: FDR Control for LLM Training Data Detection under Approximate Exchangeability
Jingcheng Wang ⋅ Yingjie Wang ⋅ Yisheng Lv
[ OpenReview] 
Poster
None
Beyond difficulties: Insights for provably efficient design of autocurriculum in RLVR
Ruofan Wu ⋅ Xin Ge ⋅ Gao Xuemin ⋅ Guanhua Fang ⋅ Yangbin Shi ⋅ Dongbai Guo
[ OpenReview] 
Poster
None
Root-Selecting Fixed-Point Inversion for Rectified Flows via Trajectory Straightness
Semin Kim ⋅ Jihwan Yoon ⋅ Seunghoon Hong
[ OpenReview] 
Poster
None
Replay-buffer engineering for noise-robust quantum circuit optimization
Akash Kundu ⋅ Sebastian Feld
[ OpenReview] 
Poster
None
Are Well-Trained Surrogates Optimal? Rethinking the Surrogate Role with Instability for Unlearnable Examples
Binze Wang ⋅ Jinyu Tian ⋅ Xingrun Wang ⋅ Jianqing LI
[ OpenReview] 
Poster
None
Beyond Outcome Rewards: Step-Level Self-Distilled Policy Optimization for Deep Search Agents
Haoze Wu ⋅ Chuqiao Kuang ⋅ Tianyi Zhuang ⋅ Xiaoguang Li
[ OpenReview] 
Poster
None
Search-Tree Scaling in Parallel Monte Carlo Tree Search
Scott Cheng ⋅ Meng-Yu Tsai ⋅ Ding-Yong Hong ⋅ Mahmut T Kandemir
[ OpenReview] 
Poster
None
Model-Aware Tokenizer Transfer
Mykola Haltiuk ⋅ Aleksander Smywiński-Pohl
[ OpenReview] 
Poster
None
3D Skew Normal Splatting
Xiang Lin ⋅ Ke Fan ⋅ Yanwei Fu
[ OpenReview] 
Poster
None
ES-Merging: Biological MLLM Merging via Embedding Space Signals
Wonbin Lee ⋅ Dongki Kim ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
None
Learning with Synthetic Data via SGD in High-Dimensional Linear Regression
Jichu Li ⋅ Difan Zou
[ OpenReview] 
Poster
None
AgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories
Zhiyi Lyu ⋅ Yewen Li ⋅ Longtao Zheng ⋅ shengtian yang ⋅ Lang Feng ⋅ Lei Feng ⋅ Peng Jiang ⋅ Kun Gai ⋅ Qingpeng Cai ⋅ Bo An
[ OpenReview] 
Poster
None
ReSAM: Representation-Level Safety Margin Alignment for Vision–Language Models
jiachen ma ⋅ Jiawen Zhang ⋅ Bo Zou ⋅ Xiangtian Li ⋅ Chaochao Lu ⋅ Chao Yang
[ OpenReview] 
Poster
None
Endowing Your Vision-Language-Action Model with a Predictive Mind
Pengxiang Ding ⋅ Haoying Wang ⋅ Minghui Lin ⋅ Qishen Wang ⋅ Zhenyu Ding ⋅ Runze Suo ⋅ Xuanxuan An ⋅ Wenxuan Song ⋅ Fuhao Li ⋅ Han Zhao ⋅ Donglin Wang ⋅ Ning DING
[ OpenReview] 
Poster
None
Learning-Augmented Online Scheduling with Parsimonious Preemption
Mugen Blue ⋅ Sungjin Im ⋅ Alexander Lindermayr
[ OpenReview] 
Poster
None
A Faster Algorithm for the Half-Trek Criterion in Structural Causal Models
Yasmine Briefs ⋅ Markus Bläser
[ OpenReview] 
Poster
None
Listening to the Retriever: Perturbation-Sensitive Question Selection for Interactive Person Retrieval
Yunhui Shao ⋅ Yang Bai ⋅ Shuai You ⋅ Bin Yang ⋅ Jie Qiao ⋅ Min Cao ⋅ Mang Ye
[ OpenReview] 
Poster
None
Dual-Pronged LoRA: Achieving Near-Zero Forgetting and High-Performance Adaptation for MLLMs
Jingqi Ye ⋅ haonan he ⋅ Minglei Li ⋅ Fujun Han ⋅ Tao Chen ⋅ Peng Ye
[ OpenReview] 
Poster
None
AdERA: Adaptive Exponent Reuse for Lossless Allgather in Sharded MoE Training
Ali Zafar Sadiq ⋅ Haiying Shen ⋅ Masahiro Tanaka
[ OpenReview] 
Poster
None
Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction
Jiahe Guo ⋅ Xiangran Guo ⋅ Jiaxuan Chen ⋅ Weixiang Zhao ⋅ Yanyan Zhao ⋅ Yutai Hou ⋅ Qianchao Wang ⋅ Dandan Tu ⋅ Bing Qin
[ OpenReview] 
Poster
None
Constraint-Aware Influence Estimation in Deep Constrained Learning
Xin Wang ⋅ R.Tyrrell Rockafellar ⋅ Xuegang Ban
[ OpenReview] 
Poster
None
Unveiling Entropy-Performance Decoupling in Agentic RL for Tool-Integrated Reasoning
Yirong Zeng ⋅ Shen You ⋅ Yufei Liu ⋅ Hao Cong ⋅ Yutai Hou ⋅ Xiao Ding ⋅ Yuxian Wang ⋅ Wu Ning ⋅ WangXu ⋅ Bibo Cai ⋅ Dandan Tu ⋅ Wenyu Zang ⋅ Ting Liu
[ OpenReview] 
Poster
None
Aggregation Dispersion: An Information-Geometric Diagnostic of Oversmoothing in Graph Neural Networks
Abdessalam Ed-dib ⋅ Amine Aboussalah
[ OpenReview] 
Poster
None
Closing the Approximation Gap in Simulation-free Latent SDEs
Henry Smith ⋅ Brian L Trippe ⋅ Scott Linderman
[ OpenReview] 
Poster
None
Coupling Models for One-Step Discrete Generation
Fred Peng ⋅ Joey Bose ⋅ Anru Zhang ⋅ Alexander Tong
[ OpenReview] 
Poster
None
Learning Compositional Latent Structure with Vector Networks
Niclas Pokel ⋅ Benjamin F. Grewe
[ OpenReview] 
Poster
None
Generative Conformal Prediction with Optimized Coverage Allocation
Minxing Zheng ⋅ Shixiang Zhu
[ OpenReview] 
Poster
None
Dense Flow from Adaptive Correspondence
Cheng-Lin Hsieh ⋅ Stella X. Yu
[ OpenReview] 
Poster
None
Cost-Aware Learning
Clara Mohri ⋅ Amir Globerson ⋅ Haim Kaplan ⋅ Tomer Koren ⋅ Yishay Mansour
[ OpenReview] 
Poster
None
Feature Learning Dynamics in Infinite-Depth Neural Networks
Zihan Yao ⋅ Ruoyu Wu ⋅ Tianxiang Gao
[ OpenReview] 
Poster
None
Bayesian Decision Making around Experts
Daniel Jarne Ornia ⋅ Joel Dyer ⋅ Nicholas Bishop ⋅ Anisoara Calinescu ⋅ Michael Wooldridge
[ OpenReview] 
Poster
None
Amortized-Precision Quantization for Early-Exit Vision Transformers
Rui Fang ⋅ Hsi-Wen Chen ⋅ Ming-syan Chen
[ OpenReview] 
Poster
None
TReDS: Trajectory-Grounded Requirement-Capability Modeling for Training Distribution Shaping in Tool-Interactive Tasks
Han Liu
[ OpenReview] 
Poster
None
Deep Ensembles for Epistemic Uncertainty: A Frequentist Perspective
Anchit Jain ⋅ Stephen Bates
[ OpenReview] 
Poster
None
Efficiently Representing Algorithms With Chain-of-Thought Transformers
Yanhong Li ⋅ Anej Svete ⋅ Ashish Sabharwal ⋅ Will Merrill
[ OpenReview] 
Poster
None
How Likely Are Voting Rules Equitable?
Lirong Xia
[ OpenReview] 
Poster
None
$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
Boyu Cao ⋅ Wenshuo Wang
[ OpenReview] 
Poster
None
RelAgent: LLM Agents as Data Scientists for Relational Learning
Xingyue Huang ⋅ Louis Tichelman ⋅ Jinwoo Kim ⋅ Krzysztof Olejniczak ⋅ Ismail Ilkan Ceylan
[ OpenReview] 
Poster
None
Equivariant Force Field Calibration for Flow-based Protein Design
Fang Wu
[ OpenReview] 
Poster
None
Scratchpad Patching: Decoupling Compute from Patch Size in Byte-Level Language Models
Lin Zheng ⋅ Vasilisa Bashlovkina ⋅ Timothy Dozat ⋅ Dan Garrette ⋅ Laura Rimell ⋅ Joshua Maynez
[ OpenReview] 
Poster
None
Neural Statistical Functions
Daniel Xu ⋅ Yuxin Xie ⋅ Minghao Guo ⋅ Haixu Wu ⋅ Wojciech Matusik
[ OpenReview] 
Poster
None
Learning Rate Matters: Vanilla LoRA May Suffice for LLM Fine-tuning
Yu-Ang Lee ⋅ Ching-Yun Ko ⋅ Pin-Yu Chen ⋅ Mi-Yen Yeh
[ OpenReview] 
Poster
None
A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse
Atul Ganju ⋅ Travis McVoy ⋅ Shaddin Dughmi ⋅ Shang-Hua Teng
[ OpenReview] 
Poster
None
Learning from Disagreement: Multi-Teacher Distillation for Chinese Spelling Correction
Hongcheng Ding ⋅ Xuanze Zhao ⋅ Ziping Hu ⋅ Hongdan Xiao ⋅ Kang Xu ⋅ Weiyu Zhang
[ OpenReview] 
Poster
None
SceneScaffold: Active Scene-State Construction for Unified 3D Scene Understanding
Xiangqi Li ⋅ Libo Huang ⋅ Jiarui Zhao ⋅ Weilun Feng ⋅ Chuanguang Yang ⋅ Zhulin An ⋅ Yongjun Xu
[ OpenReview] 
Poster
None
Multi-Objective Causal Bandits: Minimal Intervention Space and Policy-Level Learning
Muhammad Qasim Elahi ⋅ Mahsa Ghasemi ⋅ Murat Kocaoglu
[ OpenReview] 
Poster
None
DiffScore: Text Evaluation Beyond Autoregressive Likelihood
Wen Lai ⋅ Yingli Shen ⋅ Dingnan Jin ⋅ Qing Cui ⋅ Jun Zhou ⋅ Maosong Sun ⋅ Alexander Fraser
[ OpenReview] 
Poster
None
A 3D Scene is Worth 1K Tokens: 3D-Grounded Representation for Scene Generation at Scale
Dongxu Wei ⋅ QiXu ⋅ Zhiqi Li ⋅ Hangning Zhou ⋅ Cong Qiu ⋅ Hailong Qin ⋅ Mu Yang ⋅ Zhaopeng Cui ⋅ Peidong Liu
[ OpenReview] 
Poster
None
StomataBench: Measuring Taxonomic Generalization in Stomatal Detection
Sainath Reddy Gummi ⋅ Hankui K Zhang ⋅ Chulwoo Pack ⋅ Shyam Solanki ⋅ Young Chang
[ OpenReview] 
Poster
None
Why Latent Actions Fail, and How to Prevent It
Jung Min Lee ⋅ Taehyun Cho ⋅ Li Zhao ⋅ Jungwoo Lee
[ OpenReview] 
Poster
None
Scale-mixture Langevin sampling in the subspaces of recurrent cortical circuit dynamics
Zimei Chen ⋅ Yi Ren ⋅ Wen-Hao Zhang
[ OpenReview] 
Poster
None
One for All: A Non-Linear Transformer can enable Cross-Domain Generalization for In-Context Reinforcement Learning
Bowen He ⋅ Juncheng Dong ⋅ Lin Lin ⋅ Xiang Cheng
[ OpenReview] 
Poster
None
Learning Reusable Motor Motifs for Continuous Animal Behavior Modeling
Jiyi Wang ⋅ Jingyang Ke ⋅ Bo Dai ⋅ Anqi Wu
[ OpenReview] 
Poster
None
Fast Algorithms for the Label Propagation Operator on Signed Graphs
Yubo Sun ⋅ Zhongzhi Zhang
[ OpenReview] 
Poster
None
Discovering Unseen Degradations to Adapt Open-World Image Restoration
Boseong Kim ⋅ Tae Hyun Kim ⋅ Donghyeon Cho
[ OpenReview] 
Poster
None
Feasible Policy Optimization for Safe Reinforcement Learning
Yujie Yang ⋅ Yuanxu Sun ⋅ Wenyu Li ⋅ Beiyan Jiang ⋅ Tao Zhang ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation
Ying Shen ⋅ Tianrong Chen ⋅ Yuan Gao ⋅ Yizhe Zhang ⋅ Yuyang Wang ⋅ Miguel Angel Bautista ⋅ Shuangfei Zhai ⋅ Joshua Susskind ⋅ Jiatao Gu
[ OpenReview] 
Poster
None
Statistical Inference in Causal Partial Identification under Smooth Densities
Sirui Lin ⋅ Zijun Gao ⋅ Jose Blanchet ⋅ Peter W Glynn
[ OpenReview] 
Poster
None
Filtered Conformal Ellipsoids for Graph-Native Time Series
Yannick Limmer
[ OpenReview] 
Poster
None
Improving Consistency in Retrieval Augmented Systems With Group Similarity Rewards
Faisal Hamman ⋅ Chenyang Zhu ⋅ Anoop Kumar ⋅ Xujun Peng ⋅ Sanghamitra Dutta ⋅ Daben Liu ⋅ Alfy Samuel
[ OpenReview] 
Poster
None
FAUST: Federated Asynchronous Update with Staggered Timescales for Low-Communication Foundation Model Training
Yunlong Tan ⋅ Mingqiao Mo ⋅ Hao Zhang ⋅ Shengxing Qin
[ OpenReview] 
Poster
None
Persona Vectors: Monitoring and Controlling Character Traits in Language Models
Runjin Chen ⋅ Andy Arditi ⋅ Henry Sleight ⋅ Owain Evans ⋅ Jack Lindsey
[ OpenReview] 
Poster
None
Augmented Lagrangian Method for Last-Iterate Convergence for Constrained MDPs
Michael Lu ⋅ Max Lin ⋅ Mo Chen ⋅ Sharan Vaswani
[ OpenReview] 
Poster
None
A Stability Analysis of AdamW: Unstable Equilibria and Non-Convergence
Baiyu Su ⋅ Lizhang Chen ⋅ Qiang Liu
[ OpenReview] 
Poster
None
Rethinking Latency Denial-of-Service: Attack the LLM Serving Framework, Not the Model
Tianyi Wang ⋅ Huawei Fan ⋅ Yuanchao Shu ⋅ Peng Cheng ⋅ Cong Wang
[ OpenReview] 
Poster
None
Unlearning Diffusion Policies via Relative Fisher Forgetting
Manuel Kelly ⋅ Yingxue Zhang ⋅ Fangzhou Lin ⋅ Yanhua Li ⋅ Xin Zhang
[ OpenReview] 
Poster
None
CURe: Conservative Unlearning with Soft-Gating Regularization for Offline Reinforcement Learning
Bijal Bharadva ⋅ Manuel Kelly ⋅ Yingxue Zhang ⋅ Xin Zhang
[ OpenReview] 
Poster
None
Progressive Residual Warmup for Language Model Pretraining
Tianhao Chen ⋅ Xin Xu ⋅ Lu Yin ⋅ Hao CHEN ⋅ Yang Wang ⋅ Shizhe Diao ⋅ Can Yang
[ OpenReview] 
Poster
None
On the Complexity of Preference-Based Bandits
Ahmed Ben Yahmed ⋅ Marc Abeille ⋅ Clément Calauzènes
[ OpenReview] 
Poster
None
Rethinking Forward Processes for Score-Based Nonlinear Data Assimilation in High Dimensions
EUNBEE YOUN ⋅ Donghan Kim ⋅ Dae W Kim
[ OpenReview] 
Poster
None
Representation Preconditioning for Efficient Diffusion Model Training
deyuan liu ⋅ PENG SUN ⋅ Xufeng Li ⋅ Tao Lin
[ OpenReview] 
Poster
None
Learning Implicit Bias in Generative Spaces for Accelerating Protein Dynamics Emulation
Kaihui Cheng ⋅ Zhiqiang Cai ⋅ Wenkai Xiang ⋅ Zhihang Hu ⋅ Siyu Zhu ⋅ Tzuhsiung Yang ⋅ Yuan Qi
[ OpenReview] 
Poster
None
Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents
Kaixuan Liu ⋅ GUOJUN XIONG ⋅ Weinan Zhang ⋅ Shengpu Tang
[ OpenReview] 
Poster
None
CSCN: The Crossed Subtree Convolutional Network
Zongjun Han ⋅ Lu Bai ⋅ Lixin Cui ⋅ Ming Li ⋅ Hangyuan Du
[ OpenReview] 
Poster
None
From Groups to Rings: Causal Evidence for Algebraic Decomposition in Grokked Transformers
Shurui Zheng ⋅ Fanhong Li ⋅ Zhixing Huang ⋅ Zixi Li ⋅ Lei Ji
[ OpenReview] 
Poster
None
KG-Guard: Graph-Based Hallucination Detection for Knowledge Base Question Answering
Albert Sawczyn ⋅ Piotr Bielak ⋅ Tomasz Kajdanowicz
[ OpenReview] 
Poster
None
GDMD: Guiding Distribution Matching Distillation with Gradient-Based Reinforcement Learning
Linwei Dong ⋅ Ruoyu Guo ⋅ Ge Bai ⋅ Quan Zheng ⋅ Yawei Luo ⋅ Changqing Zou
[ OpenReview] 
Poster
None
Stabilizing Policy Optimization via Logits Convexity
Hongzhan Chen ⋅ Tao Yang ⋅ Yuhua Zhu ⋅ Shiping Gao ⋅ Xiaojun Quan ⋅ Ting Yao
[ OpenReview] 
Poster
None
Attention Heads are Complementary Visual Units: Mitigating Hallucinations in LVLMs via Adaptive Visual Cues Focusing
Zhenglin Hua ⋅ Yutong Xie ⋅ Yaxin Hou ⋅ Jiawei Tang ⋅ Jinghan He ⋅ Haiyun Guo ⋅ Junfeng Fang ⋅ Yuheng Jia
[ OpenReview] 
Poster
None
μLM: Rethinking Sub-100M Language Models through Memory-First Design
Zijie Chen ⋅ Guiyun Fan ⋅ Haiming Jin
[ OpenReview] 
Poster
None
Remote Photoplethysmography Based on a Skin Reflection Exponential Model
Jiachen Li ⋅ Longzhen Tang ⋅ Shisheng Guo ⋅ Guolong Cui
[ OpenReview] 
Poster
None
EvoOptiGraph: Weakness-Driven Coevolution via Graph-Based Structural Generation for Optimization Modeling
Qingcan Kang ⋅ Mingyang LIU ⋅ Xiaojin Fu ⋅ Shixiong Kai ⋅ Tao Zhong ⋅ Mingxuan Yuan
[ OpenReview] 
Poster
None
CoE-Agent: Co-Evolving Patient-Doctor Agents via Interactive Policy Graph Optimization for Clinical Decision Making
Guolin Huang ⋅ Wenting Chen ⋅ Linlin Shen
[ OpenReview] 
Poster
None
OmniEgoCap: Camera-Agnostic Sequence-Level Egocentric Motion Reconstruction
Kyungwon Cho ⋅ Jeonghyeon Na ⋅ Hanbyul Joo
[ OpenReview] 
Poster
None
AI Control for Sandbagging on Fuzzy Tasks
Mikhail Terekhov ⋅ Caglar Gulcehre ⋅ Vivek Hebbar ⋅ Joe Benton
[ OpenReview] 
Poster
None
Kernel Selection is Model Selection: A Unified Complexity-Penalised Approach for MMD Two-Sample Tests
Yijin Ni ⋅ Xiaoming Huo
[ OpenReview] 
Poster
None
Advancing Entropy-Level Credit Assignment in RLVR via Proximal Entropy Policy Optimization
Yun Kim ⋅ Nojun Kwak
[ OpenReview] 
Poster
None
Diff3R: Feed-forward 3D Gaussian Splatting with Uncertainty Aware Differentiable Optimization
Yueh-Cheng Liu ⋅ Jozef Hladký ⋅ Matthias Niessner ⋅ Angela Dai
[ OpenReview] 
Poster
None
Comparing Linear Regions in ReLU-Type Networks: Theory and Monte Carlo Methods
Yuan Wang
[ OpenReview] 
Poster
None
Adaptive Random Forests from Online Learning and Testing by Betting
Salim I. Amoukou ⋅ Saumitra Mishra ⋅ Manuela Veloso
[ OpenReview] 
Poster
None
Evidence Guided Dual Expert Memory with Joint Routing for VLLMs Online Correction
ZHANG LINTONG ⋅ Yearang Lee ⋅ Seong-Whan Lee
[ OpenReview] 
Poster
None
Neurosymbolic Object-Centric Learning with Distant Supervision
Stefano Colamonaco ⋅ David Debot ⋅ Giuseppe Marra
[ OpenReview] 
Poster
None
Beyond LLM-Based Reasoning: Lightweight GNNs for Agent Failure Attribution
Ting-Wei Li ⋅ Yuanchen Bei ⋅ Xiao Lin ⋅ Hanghang Tong
[ OpenReview] 
Poster
None
Text as Partial Constraint: Core–Residual Alignment for Robust Vision–Language Learning
Chengzhen Yu ⋅ Canran Xiao ⋅ SiYuan Ma ⋅ Yang Liu
[ OpenReview] 
Poster
None
LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning
Xinrui He ⋅ Qiyu Kang ⋅ Xuhao Li ⋅ Zheng-Jun Zha
[ OpenReview] 
Poster
None
When the Merge Coefficient Stops Mattering: Proximity Regularized Merging for Continual LoRA Adaptation
1xuan Leo ⋅ Yuhao Sun ⋅ Sen Song ⋅ Li Jin
[ OpenReview] 
Poster
None
MSCR: Jointly Balancing Modality Utilization and Discovering Synergistic Information
Xinyu Chen ⋅ Liangjian Wen ⋅ Jiang Duan ⋅ Dongkai Wang ⋅ Yong Dai ⋅ Jiayu Bai ⋅ Jianzhuang Liu ⋅ Zhen Tian ⋅ Guoping Qiu ⋅ Zhao Kang
[ OpenReview] 
Poster
None
Minimax Rates and Spectral Distillation for Tree Ensembles
Binh Vu ⋅ David Watson
[ OpenReview] 
Poster
None
OrthoReg: Orthogonal Regularization for Hybrid Symbolic-Neural Dynamical Systems
Till Richter ⋅ Niki Kilbertus
[ OpenReview] 
Poster
None
Confidence-Based Diffusion Sampling with Geometric Readiness Awareness for Accelerated Structure-based Drug Design
Pinzhen Chi ⋅ William K. Cheung ⋅ Kejing Yin
[ OpenReview] 
Poster
None
$PAS^2$: Physics-Anchored Spectral Reasoning for Air Quality Forecasting
Haofeng Ying ⋅ Wenbin Lu ⋅ Wenxin Shen ⋅ Junnan Xu ⋅ Jianwei Zheng
[ OpenReview] 
Poster
None
Tree-Structured Synergy of Large Language Models and Bayesian Optimization for Efficient CASH
Beicheng Xu ⋅ Weitong Qian ⋅ Lingching Tung ⋅ Yupeng Lu ⋅ Bin CUI
[ OpenReview] 
Poster
None
Learning to Drive in New Cities Without Human Demonstrations
Zilin Wang ⋅ Saeed Rahmani ⋅ Daphne Cornelisse ⋅ Bidipta Sarkar ⋅ Alexander D. Goldie ⋅ Jakob Foerster ⋅ Shimon Whiteson
[ OpenReview] 
Poster
None
Prediction-Augmented Trees for Reliable Statistical Inference
Vikram Kher ⋅ Argyris Oikonomou ⋅ Manolis Zampetakis
[ OpenReview] 
Poster
None
Delightful Distributed Policy Gradient
Ian Osband
[ OpenReview] 
Poster
None
Integrating Background Knowledge for Scalable Causal Discovery
Mátyás Schubert ⋅ Theofanis Aslanidis ⋅ Tom Claassen ⋅ Sara Magliacane
[ OpenReview] 
Poster
None
Does This Gradient Spark Joy?
Ian Osband
[ OpenReview] 
Poster
None
Uniform Diffusion Models revisited: Leave-One-Out Denoiser and Absorbing State Reformulation
Samson Gourevitch ⋅ Yazid Janati ⋅ Dario Shariatian ⋅ Umut Simsekli ⋅ Eric Moulines ⋅ Eric Xing ⋅ Alain Durmus
[ OpenReview] 
Poster
None
How Diffusion Models Memorize
Juyeop Kim ⋅ Songkuk Kim ⋅ Jong-Seok Lee
[ OpenReview] 
Poster
None
StereoSplat: Metric-Scale Novel View Synthesis via Stereo-Grounded Gaussian Splatting
Vladimir Yugay ⋅ Denis Rozumny ⋅ Theo Gevers ⋅ Elias Vansteenkiste ⋅ Martin R. Oswald ⋅ Diogo Luvizon
[ OpenReview] 
Poster
None
Supervision Recovery for Time Series Anomaly Detection via Counterfactual Pairing
Yifei Gao ⋅ Tian Lan ⋅ Yimeng Lu ⋅ Xuming An ⋅ Meng Wang ⋅ Wenjun He ⋅ Yijie Li ⋅ Chen Zhang
[ OpenReview] 
Poster
None
Learning Theory of Transformers: Local-to-Global Approximation via Softmax Partition of Unity
Zhongjie Shi ⋅ Wenjing Liao
[ OpenReview] 
Poster
None
HybridCache: Enhancing Prefix Caching for Linear–Softmax Language Models
Xin Wang ⋅ Hao Yu ⋅ Yi Zhang ⋅ jianwei zhang ⋅ Huiqiang Jiang ⋅ Bo Zheng ⋅ Mi Zhang ⋅ Dayiheng Liu
[ OpenReview] 
Poster
None
InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories
Qianyu Chen ⋅ Ziteng Feng ⋅ Canran Xiao ⋅ Runxuan Tang
[ OpenReview] 
Poster
None
Discrete Flow Matching: Convergence Guarantees Under Minimal Assumptions
Le-Tuyet-Nhi PHAM ⋅ Giovanni Conforti ⋅ Zhenjie Ren ⋅ Alain Durmus
[ OpenReview] 
Poster
None
Rethinking Projector Training in Multimodal LLMs
Fabian Gröger ⋅ Naël Ouerghemi ⋅ Shuo Wen ⋅ Maria Brbic
[ OpenReview] 
Poster
None
Adaptive Communication Range for Scalable Cooperative Multi-Agent Reinforcement Learning
Huizhong Song ⋅ Wei Wei ⋅ Lin Li ⋅ Lijun Zhang ⋅ Fengjiao Li
[ OpenReview] 
Poster
None
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
Houcheng Jiang ⋅ Jiajun Fu ⋅ Junfeng Fang ⋅ Chen Gao ⋅ Xiang Wang ⋅ Xiangnan He ⋅ Yong Li
[ OpenReview] 
Poster
None
Seeking the Unfamiliar but Memorable: Conceptual Creativity as Meta-Learning
Mengye Ren
[ OpenReview] 
Poster
None
Long-Term Composition of Human-Object Interactions
Dayoung Gong ⋅ Minsu Cho ⋅ Gul Varol
[ OpenReview] 
Poster
None
Dynamic Expert Sharing: Decoupling Memory from Parallelism in Mixture-of-Experts Diffusion LLMs
Hao Chen ⋅ Zhiwen Mo ⋅ Royson Lee ⋅ Qianzhou Wang ⋅ Da Li ⋅ Shell Xu Hu ⋅ Wayne Luk ⋅ Timothy Hospedales ⋅ Hongxiang Fan
[ OpenReview] 
Poster
None
PISG: Constraint-Aligned Signal Amplification for Diffusion-Based Combinatorial Optimization
Yuming Zhang ⋅ Xianchen Zhou ⋅ Hongxia Wang
[ OpenReview] 
Poster
None
LLM Flow Processes for Text-Conditioned Regression
Felix Biggs ⋅ Samuel Willis
[ OpenReview] 
Poster
None
Value Entanglement: Conflation Between Different Kinds of Good In (Some) Large Language Models
Seong Hah Cho ⋅ Junyi Li ⋅ Anna Leshinskaya
[ OpenReview] 
Poster
None
HELICS: Biobank-scale Conditional Synthetic Genome Generation via Latent Flow Matching
Ahmad Abdel-Azim ⋅ Xihong Lin
[ OpenReview] 
Poster
None
Deep Research as Rubric
Wangyi Mei ⋅ Zhouhong Gu ⋅ zhenhanbai ⋅ Yin Cai ⋅ Lefan Zhang ⋅ Zhenxin Ding ⋅ Bo chen ⋅ Yan Gao ⋅ YIWU ⋅ Yao Hu
[ OpenReview] 
Poster
None
What do EEG Foundation Models Capture from Human Brain Signals?
Ling Tang ⋅ Qian Chen ⋅ Jilin Mei ⋅ Houshi Xu ⋅ Quanshi Zhang ⋅ Jing Shao ⋅ Na Zou ⋅ Xia Hu ⋅ Dongrui Liu
[ OpenReview] 
Poster
None
Trust Region Q Adjoint Matching
Yonghoon Dong ⋅ Kyungmin Lee ⋅ Changyeon Kim ⋅ Jaehyuk Kim ⋅ Jinwoo Shin
[ OpenReview] 
Poster
None
Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space
Hengli Li ⋅ Chenxi Li ⋅ Tong Wu ⋅ Xuekai Zhu ⋅ Yuxuan Wang ⋅ Zhaoxin Yu ⋅ Eric Hanchen Jiang ⋅ Song-Chun Zhu ⋅ Zixia Jia ⋅ Ying Nian Wu ⋅ Zilong Zheng
[ OpenReview] 
Poster
None
Optimal In-context Adaptivity and Distributional Robustness of Transformers
Tianyi Ma ⋅ Tengyao Wang ⋅ Richard J Samworth
[ OpenReview] 
Poster
None
UniFunc3D: Unified Active Spatial-Temporal Grounding for 3D Affordance Segmentation
Jiaying Lin ⋅ Dan Xu
[ OpenReview] 
Poster
None
Complexity of Classical Acceleration for $\ell_1$-Regularized PageRank
Kimon Fountoulakis ⋅ David Martínez-Rubio
[ OpenReview] 
Poster
None
Sparse Planning in Visual World Models via Cost Gradients
Yingchen Xu ⋅ Edward Grefenstette
[ OpenReview] 
Poster
None
Rethinking Vector Field Learning for Generative Segmentation
Chaoyang Wang ⋅ Yaobo Liang ⋅ Boci Peng ⋅ Fan Duan ⋅ Yunhai Tong
[ OpenReview] 
Poster
None
PointForward: Feedforward Driving Reconstruction through Point-Aligned Representations
Cheng Chi_ ⋅ Xianqi Wang ⋅ Hongcheng Luo ⋅ Mingfei Tu ⋅ GANGWEI XU ⋅ Zehan Zhang ⋅ Bing Wang ⋅ Guang Chen ⋅ Hangjun Ye ⋅ Sida Peng ⋅ Xin Yang ⋅ Haiyang Sun
[ OpenReview] 
Poster
None
Foundation Pareto Flow Policy for Multi-Objective Reinforcement Learning
Zhanjiang Yang ⋅ Lijun Sun ⋅ Yueming Li ⋅ Meng Li ⋅ Yijun Yang
[ OpenReview] 
Poster
None
High-Dimensional Learning Dynamics of Attention-Indexed Models
Yizhou Xu ⋅ Margarita Sagitova ⋅ Florent Krzakala ⋅ Lenka Zdeborová
[ OpenReview] 
Poster
None
Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models
Roi Benita ⋅ Miki Elad ⋅ Joseph Keshet
[ OpenReview] 
Poster
None
Federated Concept-Based Models: Interpretable models with distributed supervision
Dario Fenoglio ⋅ Arianna Casanova Flores ⋅ Francesco De Santis ⋅ Gabriele Dominici ⋅ Johannes Schneider ⋅ Pietro Barbiero ⋅ Giovanni De Felice ⋅ Marc Langheinrich ⋅ Martin Gjoreski
[ OpenReview] 
Poster
None
When Confidence Rises Too Early: Detecting Shortcut Reasoning via Premature Answer Commitment
Zhaohan Zhang ⋅ Junjie Liu ⋅ Chengzhengxu Li ⋅ Chen Shen ⋅ Xiaoming Liu ⋅ Chao Shen ⋅ Jieping Ye ⋅ Ziquan Liu ⋅ Ioannis Patras
[ OpenReview] 
Poster
None
Calibeating Prediction-Powered Inference
Lars van der Laan ⋅ Mark van der Laan
[ OpenReview] 
Poster
None
Agreement without Coverage: Conditional Agreement is Non-Identifying in Variable-Support Structured Extraction
Yanru Zhou ⋅ Dandan Song
[ OpenReview] 
Poster
None
ConQuR: Corner Aligned Activation Quantization via Optimized Rotations for LLMs
Chayne Thrash ⋅ Ali Abbasi ⋅ Soheil Kolouri
[ OpenReview] 
Poster
None
Dual-Granularity Learning for Regression with Continuous Noisy Labels
Hui GUO ⋅ Boyu Wang ⋅ Grace Yi
[ OpenReview] 
Poster
None
HAI: Hierarchical Anchored Interaction for Multi-View Bimanual World Models
Sen Cui ⋅ Baohua Yin ⋅ Youyi Kou ⋅ Junyu Wu ⋅ Jingheng Ma ⋅ Zhikang Chen ⋅ Changshui Zhang
[ OpenReview] 
Poster
None
DC-ViT: Modulating Spatial and Channel Interactions for Multi-Channel Images
Umar Marikkar ⋅ Syed S Husain ⋅ Muhammad Awais ⋅ Sara Atito
[ OpenReview] 
Poster
None
Joint Confounder Selection for Causal Mediation Analysis in High Dimensions
Chanmin Kim ⋅ Hyunwoo Kim
[ OpenReview] 
Poster
None
Don’t Learn What You Can Compute: Arithmetic Residual Blocks for Exact Arithmetic in Transformers
Eric Gilerson
[ OpenReview] 
Poster
None
Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion
Farhad G. Zanjani ⋅ Herbert Cai ⋅ Amirhossein Habibian
[ OpenReview] 
Poster
None
Trust the Direction, Search the Step: Zero-and-First-Order Methods for LLM Fine-Tuning
Cristian McGee ⋅ El Houcine Bergou ⋅ Aritra Dutta
[ OpenReview] 
Poster
None
MonarchRT: Efficient Attention for Real-Time Video Generation
Krish Agarwal ⋅ Zhuoming Chen ⋅ cheng Luo ⋅ Yongqi Chen ⋅ Haizhong Zheng ⋅ Xun Huang ⋅ Atri Rudra ⋅ Beidi Chen
[ OpenReview] 
Poster
None
Frank-LoRA: Federated Rank-Aware LoRA for Fine-Tuning Large Models
Saber Malekmohammadi ⋅ Kevin Kuo ⋅ Virginia Smith ⋅ Golnoosh Farnadi
[ OpenReview] 
Poster
None
Online Allocation with Differential Privacy
Jianyi Yang ⋅ Xingyu Zhou ⋅ Mostafa Mushsharat ⋅ Shaolei Ren
[ OpenReview] 
Poster
None
VICO: Visual Environments Co-Evolving for Vision-Language Model Reasoning
Meng Lu ⋅ Ligeng Zhu ⋅ Olivia Xiao ⋅ Yuchen Zhuang ⋅ Zihan Wang ⋅ Kuncheng Wu ⋅ Bangya Liu ⋅ Yu Wang ⋅ Charles Fleming ⋅ Wenqi Shi ⋅ Xuan Wang
[ OpenReview] 
Poster
None
SkillMaster: Toward Autonomous Skill Mastery in LLM Agents
Min Yang ⋅ Jinghua Piao ⋅ Xu Xia ⋅ Yongshun Gong ⋅ Yong Li
[ OpenReview] 
Poster
None
QueryStop: Dynamic Stop Signals for Efficient Streaming Inference
Michelle Shu ⋅ Jingyao Li ⋅ Pengguang Chen ⋅ Shu Liu ⋅ Ramin Zabih ⋅ Jiaya Jia
[ OpenReview] 
Poster
None
Combating Camouflage and Forgetting: Spatio-Temporal Dual Denoising for Money Laundering Detection
Xueting Yang ⋅ Zhong Li ⋅ changjun jiang ⋅ Wenbin Zhang ⋅ Meikang Qiu
[ OpenReview] 
Poster
None
Asymptotically Log-Optimal Bayes-Assisted Confidence Sequences for Bounded Means
Valentin Kilian ⋅ Stefano Cortinovis ⋅ Francois Caron
[ OpenReview] 
Poster
None
SOLE-R1: Video-Language Reasoning as the Sole Reward for On-Robot Reinforcement Learning
Philip Schroeder ⋅ Thomas Weng ⋅ Karl Schmeckpeper ⋅ Eric Rosen ⋅ Stephen Hart ⋅ Ondrej Biza
[ OpenReview] 
Poster
None
B$^3$-PWL: GPU-Batched Branch-and-Bound for Piecewise-Linear Optimization with SOS2 Constraints
Yilin Guan ⋅ Shuqing Luo ⋅ Pingzhi Li ⋅ Tianlong Chen ⋅ Kaidi Xu
[ OpenReview] 
Poster
None
Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems
Nicolas Zilberstein ⋅ Morteza Mardani ⋅ Santiago Segarra
[ OpenReview] 
Poster
None
Fast Gauss-Newton for Multiclass Cross-Entropy
Mikalai Korbit ⋅ Mario Zanon
[ OpenReview] 
Poster
None
Safe in Its Own Words: Self-Guided Safety Alignment for Multimodal Reasoning Models
Adeel Yousaf ⋅ Souradip Chakraborty ⋅ Mubarak Shah ⋅ Amrit Singh Bedi
[ OpenReview] 
Poster
None
Representing Part-Whole Hierarchy with Nested Neuronal Coherence
Hao Zheng ⋅ Hui Lin ⋅ Rong Zhao
[ OpenReview] 
Poster
None
BlockFormer: Transformer-based inference from interaction maps
Eloïse Touron ⋅ Pedro Rodrigues ⋅ Julyan Arbel ⋅ Nelle Varoquaux ⋅ Michael Arbel
[ OpenReview] 
Poster
None
Monoculture Robust Learning
Lee Cohen ⋅ Jon Kleinberg ⋅ Omer Reingold
[ OpenReview] 
Poster
None
VolCo: Volumetric Contact for High-Fidelity Human Grasp Generation
Zhuo Chen ⋅ Yihua Cheng ⋅ Ales Leonardis ⋅ Hyung Jin Chang
[ OpenReview] 
Poster
None
Learning Options for Compositional Motor Control with Adapter Banks
Sreejan Kumar ⋅ Marcelo G Mattar ⋅ Lea Duncker
[ OpenReview] 
Poster
None
Online Minimum Description Length Passive-Aggressive Algorithms
John Hurwitz ⋅ Charles K Nicholas ⋅ Edward Raff
[ OpenReview] 
Poster
None
Bilinear Matching Bandits
Wooseong Cho ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front
Liuyuan Jiang ⋅ Chentong Huang ⋅ Lisha Chen
[ OpenReview] 
Poster
None
On the Recoverability of Causal Relations from Bulk Gene Expression Data
Gongxu Luo ⋅ Boyang Sun ⋅ Kun Zhang
[ OpenReview] 
Poster
None
Inverting the Bellman Equation: From $Q$-Values to World Models
Alistair Letcher ⋅ Mattie Fellows ⋅ Alexander D. Goldie ⋅ Jonathan Richens ⋅ Jakob Foerster ⋅ Oliver Richardson
[ OpenReview] 
Poster
None
Differentially Private Model Merging
Qichuan Yin ⋅ Manzil Zaheer ⋅ Tian Li
[ OpenReview] 
Poster
None
How are linear representations learned? Exact solutions to the dynamics of abstraction
William W Yang ⋅ Peter E Latham ⋅ Andrew Saxe
[ OpenReview] 
Poster
None
Hypergraph Generation via Structured Stochastic Diffusion
Christopher Nemeth
[ OpenReview] 
Poster
None
Training-Based Backdoors Are Not Cryptographic
Masahiro Kaneko
[ OpenReview] 
Poster
None
You Don’t Need Aligned Representations: Knowledge Distillation via Random Prototype Spaces
Hamza Etcibasi ⋅ Ramazan Gokberk Cinbis
[ OpenReview] 
Poster
None
Face Deepfake-aware Recovery via Semantic-driven Facial Representation-based Watermarking
Yuan-Chih Chen ⋅ Chun-Shien Lu
[ OpenReview] 
Poster
None
Faster Rates For Federated Variational Inequalities
Guanghui Wang ⋅ Satyen Kale
[ OpenReview] 
Poster
None
Generalized Bayes for Causal Inference
Emil Javurek ⋅ Dennis Frauen ⋅ Yuxin Wang ⋅ Stefan Feuerriegel
[ OpenReview] 
Poster
None
Closing the Indexing-Decoding Gap in Multimodal Generative Retrieval via Prefix Retention Optimization
Yufei Chen ⋅ Zihan Wang ⋅ Yubao Tang ⋅ Yukun Zhao ⋅ Maarten Rijke ⋅ Zhaochun Ren
[ OpenReview] 
Poster
None
Safe-PG-LQR: Provably Safe, Convergent and Optimal Model-Free Linear Quadratic Regulator with Hard Constraints
Vipul Sharma ⋅ Wesley Suttle ⋅ S Sivaranjani
[ OpenReview] 
Poster
None
The two clocks and the innovation window: When and how generative models learn rules
Binxu Wang ⋅ Emma Finn ⋅ Bingbin Liu
[ OpenReview] 
Poster
None
Efficient Algorithms for Distributed Saddle Problems
Ruichen Luo ⋅ Anton Rodomanov ⋅ Sebastian Stich
[ OpenReview] 
Poster
None
Extracting Governing Equations from Latent Dynamics via Multi-View Contrastive Learning
Paolo Muratore ⋅ Mackenzie Mathis
[ OpenReview] 
Poster
None
Intrinsic-dimension empirical Bernstein inequalities for bounded self-adjoint operators
Diego Martinez Taboada ⋅ Aaditya Ramdas
[ OpenReview] 
Poster
None
Towards Fair Graph Generation Without Sensitive Attribute
Zichong Wang ⋅ Zhipeng Yin ⋅ Wenbin Zhang
[ OpenReview] 
Poster
None
Testing and Estimation of Contextual Generalized Thurstone Models
Dongmin Lee ⋅ Anuran Makur ⋅ Japneet Singh ⋅ Boyu Xu
[ OpenReview] 
Poster
None
Fixed-Point Masked Generative Modeling
Andrea Miele ⋅ Yiming QIN ⋅ Alba Carballo Castro ⋅ Justin Deschenaux ⋅ Pascal Frossard
[ OpenReview] 
Poster
None
PocketVE: Stable and Controllable Structure-Based Drug Design with Variance-Exploding Diffusion
Peining Zhang ⋅ Jinbo Bi
[ OpenReview] 
Poster
None
Weird Generalization from Narrow Finetuning: Persona Shifts and Inductive Backdoors
Jan Betley ⋅ Jorio Cocola ⋅ Dylan Feng ⋅ James Chua ⋅ Andy Arditi ⋅ Anna Sztyber-Betley ⋅ Owain Evans
[ OpenReview] 
Poster
None
Reward Hacking in Rubric-Based Reinforcement Learning
Anas Mahmoud ⋅ MohammadHossein Rezaei ⋅ Zihao Wang ⋅ Anisha Gunjal ⋅ Bing Liu ⋅ Yunzhong He
[ OpenReview] 
Poster
None
ASSET: Acquisition-Sensitive Subspace Estimation for Test-Time Adaptation of Medical VLMs
Mohan Zhang ⋅ Zhen Tan ⋅ Songyuan Sui ⋅ Tianlong Chen
[ OpenReview] 
Poster
None
Property-Guided LLM Program Synthesis for Planning
André G. Pereira ⋅ Augusto B. Corrêa ⋅ Jendrik Seipp
[ OpenReview] 
Poster
None
Dynamic Convolutions Improve Transformers
Oliver Sieberling ⋅ Bharat Runwal ⋅ Rameswar Panda ⋅ Yoon Kim
[ OpenReview] 
Poster
None
KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers
Yann Bouquet ⋅ Alireza Khodamoradi ⋅ Kristof Denolf ⋅ Mathieu Salzmann
[ OpenReview] 
Poster
None
Learning with Multiple Correct Answers - Regret Bounds under Different Feedback Models
Alireza F. Pour ⋅ Farnam Mansouri ⋅ Shai Ben-David
[ OpenReview] 
Poster
None
Video Forensic Self-Descriptions: Leveraging Temporally Distributed Forensic Microstructures for Zero-Shot Detection of AI-Generated Videos
Aref Azizpour ⋅ Tai Nguyen ⋅ Matthew Stamm
[ OpenReview] 
Poster
None
Active Learning From Positive and Unlabeled Examples
Farnam Mansouri ⋅ Sandra Zilles ⋅ Shai Ben-David
[ OpenReview] 
Poster
None
A Matter of Interest: Understanding Interestingness Judgments of Math Problems in Humans and Language Models
Shubhra Mishra ⋅ Yuka Machino ⋅ Gabriel Poesia ⋅ Albert Q. Jiang ⋅ Joy Hsu ⋅ Adrian Weller ⋅ Challenger Mishra ⋅ David Broman ⋅ Josh Tenenbaum ⋅ Mateja Jamnik ⋅ Cedegao (Ced) Zhang ⋅ Katie Collins
[ OpenReview] 
Poster
None
Resolvent Ellipsoid for Minty Set Inclusions
Ashkan Soleymani ⋅ Gabriele Farina ⋅ Patrick Jaillet
[ OpenReview] 
Poster
None
Enabling Preference-driven Unlearning in Few-step Distilled Text-to-Image Diffusion Models
Gaurav Patel ⋅ Jun Fang ⋅ Greg Ver Steeg ⋅ Qiang Qiu ⋅ Sravan Sripada
[ OpenReview] 
Poster
None
The Unreasonable Effectiveness of Text Embedding Interpolation for Continuous Image Steering
Yiğit Ekin ⋅ Yossi Gandelsman
[ OpenReview] 
Poster
None
Neural-Behavioral Representation of Natural Whole-body Movement in Monkeys
Jieshi He ⋅ Puzhe Li ⋅ Yanan Sui ⋅ Mu-ming Poo
[ OpenReview] 
Poster
None
S$^{2}$-PINN: Stochastic Separable Physics-Informed Neural Networks
Zhendong Li ⋅ Akwum Onwunta
[ OpenReview] 
Poster
None
Bounding Global and Local Compression Error of Signal Parameterizations
Luong Nhat Quang Nguyen ⋅ Sara Fridovich-Keil
[ OpenReview] 
Poster
None
Learning to Complete Extremal Mathematical Structures
Mengzhou Sun
[ OpenReview] 
Poster
None
MonoPhysics: Estimating Geometry, Appearance, and Physical Parameters from Monocular Videos
Daniel Rho ⋅ Jun M Choi ⋅ Matthew Thornton ⋅ Biswadip Dey ⋅ Roni Sengupta
[ OpenReview] 
Poster
None
Concorde: Geometry-Aware Link Prediction via Decoupled Energy Minimization
Ege Demirci ⋅ Ambuj K Singh
[ OpenReview] 
Poster
None
Act, Validate, Adapt: Closing the Causal Discovery-Control Loop
Taqiya Ehsan ⋅ Shuren Xia ⋅ Jorge Ortiz
[ OpenReview] 
Poster
None
On Length Bias in EEG-to-Text Decoding
Iakovos Tenedios ⋅ Yashar Moshfeghi
[ OpenReview] 
Poster
None
A Topological Encoder Decoder Framework for Temporal Graph Learning
Ronan Buck ⋅ Kiarash Shamsi ⋅ Tran Gia Bao Ngo ⋅ Astrit Tola ⋅ Baris Coskunuzer ⋅ Cuneyt Akcora
[ OpenReview] 
Poster
None
High-Dimensional Conditional Independence Testing via Random Projection Aggregation
Dian Jin ⋅ zirui chen ⋅ Ting Li ⋅ Jiaye Teng
[ OpenReview] 
Poster
None
The Stability of Online Algorithms in Performative Prediction
Gabriele Farina ⋅ Juan C Perdomo
[ OpenReview] 
Poster
None
FENet: Functional Embedding Neural Network for Change-Point Detection in Functional Time Series
Caixia Xu ⋅ Jinhong You ⋅ Wen Li ⋅ shouguo du ⋅ Yiming Tang ⋅ Jiguo Cao
[ OpenReview] 
Poster
None
Majority-of-Three is an Optimal PAC Learner
Grigoris Velegkas
[ OpenReview] 
Poster
None
Impacts of Aggregation on Model Diversity and Consumer Utility
Kate Donahue ⋅ Manish Raghavan
[ OpenReview] 
Poster
None
Topology-Reinforced Swin Transformer for Medical Image Analysis
Pengfei Gu ⋅ Huimin Li ⋅ Guangyu Meng ⋅ Hao Zheng ⋅ Haoteng Tang ⋅ Bin Fu ⋅ Danny Z Chen
[ OpenReview] 
Poster
None
Spectral Estimation with Deformed Decompression
Siavash Ameli ⋅ Chris van der Heide ⋅ Liam Hodgkinson ⋅ Michael Mahoney
[ OpenReview] 
Poster
None
Gradient-Guided Smoothing for LLM Safety Defense
Yuxuan Gu ⋅ Xiaocheng Feng ⋅ kun Zhu ⋅ Lunjun Liu ⋅ Zhihao Yao ⋅ Lei Huang ⋅ Weihong Zhong ⋅ Bing Qin
[ OpenReview] 
Poster
None
Manifold Random Features
Ananya Parashar ⋅ Derek Long ⋅ Dwaipayan Saha ⋅ Krzysztof M Choromanski
[ OpenReview] 
Poster
None
Homological Barriers to Stable Local Nash Dynamics in Quadratic Zero-Sum Games
Ashkan Soleymani ⋅ Gabriele Farina ⋅ Patrick Jaillet ⋅ Georgios Piliouras
[ OpenReview] 
Poster
None
Learning to Group and Order: Cross-Instance Self-Supervised RL for Vision-Centric MLLMs
Songming Yang ⋅ Hong-Tao Yu ⋅ Xiu-Shen Wei
[ OpenReview] 
Poster
None
Mirror Descent-Ascent for mean-field min-max problems
Razvan-Andrei Lascu ⋅ Mateusz Majka ⋅ Lukasz Szpruch
[ OpenReview] 
Poster
None
On Lipschitz Explosion in Deep Neural Networks with Normalization: Consequences for Optimization and Robustness
Ashkan Soleymani ⋅ Reyhaneh Hosseinpourkhoshkbari ⋅ Hadi Daneshmand ⋅ Patrick Jaillet
[ OpenReview] 
Poster
None
Reinforced Evidence-Aware Long Video Understanding
Yuan Xie ⋅ Tianshui Chen ⋅ Deyu Zhou ⋅ Lionel Ni
[ OpenReview] 
Poster
None
Counterfactual Maps: What They Are and How to Find Them
Awa Khouna ⋅ Julien Ferry ⋅ Thibaut Vidal
[ OpenReview] 
Poster
None
Normalizing Trajectory Models
Jiatao Gu ⋅ Tianrong Chen ⋅ Ying Shen ⋅ David Berthelot ⋅ Shuangfei Zhai ⋅ Joshua Susskind
[ OpenReview] 
Poster
None
EMO: Pretraining Mixture of Experts for Emergent Modularity
Ryan Wang ⋅ Akshita Bhagia ⋅ Sewon Min
[ OpenReview] 
Poster
None
Not All Noise Is Harmful: Towards Perception Aware and Controllable RAW Image Joint Denoising and Demosaicing
Qianjun Huang ⋅ Qingguo Liu ⋅ Hui Zeng ⋅ Kai Zhang ⋅ Jian Yang
[ OpenReview] 
Poster
None
Susceptibilities for Neural Networks Learning from Physical Data
Rohan Hitchcock ⋅ Gary W Delaney ⋅ Jonathan H Manton ⋅ Richard Scalzo ⋅ Jingge Zhu
[ OpenReview] 
Poster
None
Integrating digital twins with randomized experiments
Yanping Li ⋅ Xinwei Ma ⋅ Jingshen Wang
[ OpenReview] 
Poster
None
Energy-Adaptive Equivariant State Space Models for Noise-Robust Protein Structure Representation
Zhongyue Zhang ⋅ Runze Ma ⋅ Yanjie Huang ⋅ Shuangjia Zheng
[ OpenReview] 
Poster
None
Inference-Time Vulnerability Beyond Shallow Safety: Alignment Along Generation Trajectories
Kyungmin Park ⋅ Taesup Kim
[ OpenReview] 
Poster
None
Time-Frequency Decoupled Cross-Scale Partial Optimal Transport for Time Series Domain Adaptation
Shubin Liu ⋅ Xinyang Chen ⋅ Xiucheng Li ⋅ Weili Guan ⋅ Liqiang Nie
[ OpenReview] 
Poster
None
StylePlan: Style-Conditioned Intent Planning for Zero-Shot Coordination
Xiao Su ⋅ Jian Zhou
[ OpenReview] 
Poster
None
Circuit-Level Knowledge Distillation for Large Language Models
Yashuo Luo ⋅ Tongxu Wang ⋅ Siyuan He ⋅ Chunyu Wei
[ OpenReview] 
Poster
None
Adapting Vision Transformers to Organoid Imaging
Yu Takagi
[ OpenReview] 
Poster
None
Towards a Unified Model for Flexible Job Shop Scheduling Problems
Inguk Choi ⋅ Woo-Jin Shin ⋅ Sang-Hyun Cho ⋅ Hyun-Jung Kim
[ OpenReview] 
Poster
None
When All Paths Lead to Dead End: Deadlock-Depth-guided Monte Carlo Tree Search for Reentrant Blocking Hybrid Flow Shops
Guangqi Zhang ⋅ Xuefeng Liu ⋅ Chuyuan Wei ⋅ 世昱 李 ⋅ Shaojie Tang ⋅ Jing Yuan ⋅ Jianwei Niu
[ OpenReview] 
Poster
None
Measuring Weak-to-Strong Legibility of Reasoning Models
Dani Roytburg ⋅ Shreya Sridhar ⋅ Daphne Ippolito
[ OpenReview] 
Poster
None
Stochastic Heat Diffusion Models
Marc Law ⋅ Xiaoyu Wang ⋅ Lucas Berry ⋅ Anthony L Caterini ⋅ Gabriel Loaiza-Ganem
[ OpenReview] 
Poster
None
Mecha-nudges for Machines
Giulio Frey ⋅ Kawin Ethayarajh
[ OpenReview] 
Poster
None
Gradient Boosted Trees for Retrieval-Augmented Generation
Huaiyu Qin ⋅ Chunyu Wei ⋅ Yueguo Chen ⋅ Yunhai Wang
[ OpenReview] 
Poster
None
Learning Where and What to Restore for Composite Image Restoration
Jiachen Jiang ⋅ Tianyu Ding ⋅ Ke Zhang ⋅ Jinxin Zhou ⋅ Tianyi Chen ⋅ Ilya Zharkov ⋅ Zhihui Zhu ⋅ Luming Liang
[ OpenReview] 
Poster
None
From Outcome to Representation: Tracing Reasoning Mechanisms through Integrated Policy Gradient
Changming Li ⋅ Kaixing Zhang ⋅ Yingdong Shi ⋅ Haoyun Xu ⋅ Zheng Zhang ⋅ Kaitao Song ⋅ Kan Ren
[ OpenReview] 
Poster
None
Paradoxes of Game Theoretic Equilibria and Price of Anarchy
Georgios Piliouras ⋅ Ian Gemp ⋅ Siqi Liu ⋅ Luke Marris
[ OpenReview] 
Poster
None
Evolving Agent Teams
Shiyi Cao ⋅ Ziming Mao ⋅ Dacheng Li ⋅ Joseph Gonzalez ⋅ Ion Stoica
[ OpenReview] 
Poster
None
Learning Polyhedral Conformal Sets for Robust Optimization
Shuyi Chen ⋅ Wenbin Zhou ⋅ Shixiang Zhu
[ OpenReview] 
Poster
None
Counterfactual Estimation under Composite Treatments via Progressive Distribution Alignment
Abhirup Mondal ⋅ Anirban Majumder ⋅ Vineet Chaoji
[ OpenReview] 
Poster
None
Order-Marginalized Scoring for Masked Diffusion Models
Arthur Deng ⋅ Sebastian Thrun
[ OpenReview] 
Poster
None
Quantile Geometry Regularization for Distributional Reinforcement Learning
Zhaofan ZHANG ⋅ Minghao Yang ⋅ Rufeng Chen ⋅ Sihong Xie ⋅ Hui Xiong
[ OpenReview] 
Poster
None
Proteus: Incremental Memory Activation for Long-Context Sequence Modeling
Reza Bayat ⋅ Ali Behrouz ⋅ Vahab Mirrokni ⋅ Aaron Courville
[ OpenReview] 
Poster
None
Attribute-Efficient Learning of Sparse Halfspaces with Constant Malicious Noise Rate
Shiwei Zeng ⋅ Jie Shen
[ OpenReview] 
Poster
None
ZNO: Stable Rational Neural Operators in the Z-Domain for Discrete-Time Dynamics
Xianli Zhu ⋅ Jia Yin
[ OpenReview] 
Poster
None
Two-Sided Learning in Matching Markets with Interviews
Amirmahdi Mirfakhar ⋅ Xuchuang Wang ⋅ Mengfan Xu ⋅ Hedyeh Beyhaghi ⋅ Mohammad Hajiesmaili
[ OpenReview] 
Poster
None
Need-Aware Multi-Objective Reinforcement Learning for Emotionally Intelligent LLM Agents
Xiaohe Bo ⋅ Xueyang Feng ⋅ Rui Li ⋅ Zihang Tian ⋅ Xu Chen ⋅ Quanyu Dai
[ OpenReview] 
Poster
None
Improving Causal Explanations
Kai-Zhan Lee ⋅ Drago Plecko ⋅ Elias Bareinboim
[ OpenReview] 
Poster
None
BridgeTwist: Twisting Schrödinger Bridges for Training-Free Conditional Sampling
Mengyu Li ⋅ Qianqian Qu ⋅ Jun Liu
[ OpenReview] 
Poster
None
Probe Before You Edit: Probing-Guided Molecular Optimization for LLM Agents in Structure-Based Drug Design
Zaifei Yang ⋅ Weiyu Chen ⋅ Yaqing Wang ⋅ James Kwok
[ OpenReview] 
Poster
None
S2D: Sparse-To-Dense Keymask Distillation for Unsupervised Video Instance Segmentation
Leon Sick ⋅ Lukas Hoyer ⋅ Dominik Engel ⋅ Pedro Hermosilla ⋅ Timo Ropinski
[ OpenReview] 
Poster
None
Designing Reinforcement Learning for Diffusion Models: A Unified Path-Space View
Yixian Xu ⋅ Yuanrui Zhang ⋅ Shengjie Luo ⋅ Kaiyuan Gao ⋅ Liwei Wang ⋅ Di He
[ OpenReview] 
Poster
None
Spark: Path-Aware Experiential Self-Evolution for VLMs Spatiotemporal Reasoning
Chengzhengxu Li ⋅ Xiaoming Liu ⋅ Zhaohan Zhang ⋅ Yu Lan ⋅ Zicheng Zhao ⋅ Bingxiang Wang ⋅ Cong Wang ⋅ Chao Shen
[ OpenReview] 
Poster
None
DiagSQL: A Diagnostic Validator for Text-to-SQL with Reward Allocation and Co-occurrence Shaping
Weibin Liao ⋅ Bowen Cao ⋅ Dong Fang ⋅ Wai Lam
[ OpenReview] 
Poster
None
Not All Gap Correction Helps: A Geometric View of External Information in LLM Inference
Dingzirui Wang ⋅ Xuanliang Zhang ⋅ Keyan Xu ⋅ Qingfu Zhu ⋅ Wanxiang Che ⋅ Yang Deng
[ OpenReview] 
Poster
None
Where You Backpropagate Matters: Token Hypothesis for Memory-Efficient Fine-Tuning
Md Kowsher ⋅ Chen Chen
[ OpenReview] 
Poster
None
Binding Mode Matters: Hotspot-Aware Drug Discovery via Explorative Preferences
Dingshuo Chen ⋅ Hao Yang ⋅ Kuangqi Zhou ⋅ Zhixun Li ⋅ Qiang Liu ⋅ xiangxiang Zeng ⋅ Shu Wu ⋅ Yaosen Min
[ OpenReview] 
Poster
None
Transferring Visual Explainability from Self-Explaining to Prediction-Only Vision Transformers via Task Arithmetic
Yuya Yoshikawa ⋅ Ryotaro Shimizu ⋅ Takahiro Kawashima ⋅ Yuki Saito
[ OpenReview] 
Poster
None
Sparse Internal Control of Language Models
xizhe zhang
[ OpenReview] 
Poster
None
Overcoming Kernel Redundancy for Scaling Logic Gate Networks
Sejin Park ⋅ Hongjae Lee ⋅ Changwoo Han ⋅ Seung-Won Jung
[ OpenReview] 
Poster
None
Failure-Band Authorization for Filtered Retrieval
Harry Li ⋅ Thea Cao
[ OpenReview] 
Poster
None
Learning-Augmented Mechanism Design for Facility Location under $L_p$-Norm Social Costs
Hau Chan ⋅ Jianan Lin ⋅ Chenhao Wang
[ OpenReview] 
Poster
None
ViCO: A Training Strategy towards Semantic Aware Dynamic High-Resolution
Long Cui ⋅ Weiyun Wang ⋅ Jie Shao ⋅ Zichen Wen ⋅ Gen Luo ⋅ Zhang ⋅ Linfeng Zhang ⋅ Wenhai Wang
[ OpenReview] 
Poster
None
Batched Stochastic Linear Bandits with 1-Bit Communication Constraints
Ivan Lau ⋅ Daniel McMorrow ⋅ Kevin Jamieson ⋅ Jonathan Scarlett
[ OpenReview] 
Poster
None
Uni-Synergy: Bridging Understanding and Generation for Personalized Reasoning
zijun shen ⋅ Ruichuan An ⋅ Sihan Yang ⋅ Ziyu Guo ⋅ Hao Liang ⋅ Ming Lu ⋅ Renrui Zhang ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
AOT-POT: Adaptive Operator Transformation for Large-Scale PDE Pre-training
Qitan Lv ⋅ Hong Wang ⋅ Hao Zhongkai ⋅ Wen Wu ⋅ Xuenan Xu ⋅ Bowen Zhou ⋅ Feng Wu ⋅ Chao Zhang
[ OpenReview] 
Poster
None
VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems
Hezhe Qiao ⋅ Hanghang Tong ⋅ Ee-peng Lim ⋅ Bing Liu ⋅ Guansong Pang
[ OpenReview] 
Poster
None
Beyond Kemeny Medians: Consensus Ranking Distributions. Definition, Properties and Statistical Learning
Stephan Clémençon ⋅ Ekhine Irurozki
[ OpenReview] 
Poster
None
I-Perceive: A Foundation Model for Vision-Language Active Perception
Yongxi Huang ⋅ Wang ⋅ Wenjing Tang ⋅ Xinyu He ⋅ Cewu Lu ⋅ Panpan Cai
[ OpenReview] 
Poster
None
What Does an Observability Forecasting Foundation Model Know?
Dhyey Mavani ⋅ Tairan Ji ⋅ Rian Atri
[ OpenReview] 
Poster
None
ARCANA: A Benchmark for Abstraction and Analogical Reasoning
Ruqi Chen ⋅ Wei Wang ⋅ Zilei Wang
[ OpenReview] 
Poster
None
GPU Hierarchy Meets Structured Matrices: Fast Algorithms for State-Space Models
Berlin Chen ⋅ Caitlin Wang ⋅ Aakash Sunil Lahoti ⋅ Kevin Li ⋅ Jay Shah ⋅ Jack Carlisle ⋅ Timmy Liu ⋅ Mengyu Guo ⋅ Zico Kolter ⋅ Albert Gu ⋅ Tri Dao
[ OpenReview] 
Poster
None
LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels
Lucas Maes ⋅ Quentin Le Lidec ⋅ Damien Scieur ⋅ Yann LeCun ⋅ Randall Balestriero
[ OpenReview] 
Poster
None
ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both
Ziyu Guo ⋅ Yu Liu ⋅ Xinyan Chen ⋅ Pheng-Ann Heng
[ OpenReview] 
Poster
None
MotionCFG: Boosting Motion Dynamics via Semantic Motion Sharpening
Byungjun Kim ⋅ Soobin Um ⋅ Jong Chul Ye
[ OpenReview] 
Poster
None
PROLA: Principal-Orthogonal Low-rank Adaptation for Predictive Spatiotemporal Weather Downscaling
Minseo Yoon ⋅ Minseong Bae ⋅ Sojin Lee ⋅ Hyunwoo J. Kim
[ OpenReview] 
Poster
None
Invariant Features in Language Models: Geometric Characterization and Model Attribution
Agnibh Dasgupta ⋅ Abdullah All Tanvir ⋅ Xin Zhong
[ OpenReview] 
Poster
None
Source-Causal Control of Historical Context in Longitudinal Radiology Report Generation
Dmitry Lvov ⋅ Ilya Pershin
[ OpenReview] 
Poster
None
Geometric Inductive Biases for Semi-Supervised Equalization: The Constellation-Aware Transformer
Avi Caciularu
[ OpenReview] 
Poster
None
Provable Joint Decontamination for Benchmarking Multiple Large Language Models
Zhenlong Liu ⋅ Hao Zeng ⋅ Hongxin Wei
[ OpenReview] 
Poster
None
On the Complexity of Offline Reinforcement Learning with Q*-Approximation and Partial Coverage
Haolin Liu ⋅ Braham Snyder ⋅ Chen-Yu Wei
[ OpenReview] 
Poster
None
The Dynamic-Probabilistic Consistency Gap in Chaotic Surrogate Modeling
Andre Herz ⋅ Matthijs Pals ⋅ Daniel Durstewitz ⋅ Georgia Koppe
[ OpenReview] 
Poster
None
The Compliance Trap: Diagnosing How AI Agents Consume Conflicting Memory
Yixiong Chen ⋅ Xinyi Bai ⋅ Alan Yuille
[ OpenReview] 
Poster
None
Sparse Biological Features Reveal Early Functional Commitment in Diffusion Protein Language Models
Chuyang Zhou ⋅ Bingxin Zhou ⋅ Andi Han ⋅ Chang Xu
[ OpenReview] 
Poster
None
Near-Optimal Best-of-Both-Worlds Algorithms for Decoupled Exploration and Exploitation in Multi-armed Bandits
Hibiki Sekiya ⋅ Shinji Ito
[ OpenReview] 
Poster
None
PIVOT: A Unified Agentic Framework for Streaming Long-Video Understanding
Qiushi Lyu ⋅ Qianlan Yang ⋅ Ziqi Pang ⋅ Yu-Xiong Wang ⋅ Liangyan Gui
[ OpenReview] 
Poster
None
SVG-3D: Mining Decision Boundaries with Generative Splatting Priors for Zero-Shot 3D Classification
Ryo Umagami ⋅ Shohei Ohsawa
[ OpenReview] 
Poster
None
ART for Diffusion Sampling: A Reinforcement Learning Approach to Timestep Scheduling
Yilie Huang ⋅ Wenpin Tang ⋅ XUNYU ZHOU
[ OpenReview] 
Poster
None
TagBO: LLM-Driven Task-Aware Graph Bayesian Optimization for Scientific Discovery
Xinzhe Yuan ⋅ Zimu Zeng ⋅ Zhuo Chen ⋅ Jianshu Zhang ⋅ Jinzong Dong ⋅ Jingyi Chen ⋅ Nanyang Ye ⋅ Huan Xiong ⋅ Qinying Gu
[ OpenReview] 
Poster
None
LaST-VLA: Thinking in Latent Spatio-Temporal Space for Vision-Language-Action in Autonomous Driving
Yuechen Luo ⋅ Fang Li ⋅ Shaoqing Xu ⋅ Yang Ji ⋅ Zehan Zhang ⋅ Bing Wang ⋅ Shen Yuannan ⋅ Jianwei Cui ⋅ Long Chen ⋅ Guang Chen ⋅ Hangjun Ye ⋅ Zhi-Xin Yang ⋅ Fuxi Wen
[ OpenReview] 
Poster
None
What MLLMs Learn about When they Learn about Multimodal Reasoning
Jiwan Chung ⋅ Neel Joshi ⋅ Pratyusha Sharma ⋅ Youngjae Yu ⋅ Vibhav Vineet
[ OpenReview] 
Poster
None
Robust and Efficient Continual Model Merging via Global Singular Subspace Separation and Restoration
Juncheol Shin ⋅ Byeongho Yu ⋅ Semin Kim ⋅ Eunhyeok Park
[ OpenReview] 
Poster
None
HIRaD: Hidden Interaction Inference from Predictive Radar Dynamics
jaekwon lee ⋅ Jaekoo Lee
[ OpenReview] 
Poster
None
Sparse Layers are Critical to Scaling Looped Language Models
Ryan Lee ⋅ Jacob Biloki ⋅ Edward J Hu ⋅ Jonathan May
[ OpenReview] 
Poster
None
When Think-with-Image Meets Safety: What Determines Multimodal Jailbreak Robustness?
Yuan Tian ⋅ Bing Hu ⋅ Fang Wu ⋅ Xiaomin Li ⋅ binghang lu ⋅ Neil Gong
[ OpenReview] 
Poster
None
RABBiT: Rapidly adaptive BOLD foundation model via brain-tuning for accurate zero-shot and few-shot prediction of speech-elicited responses in the brain
Omer Moussa ⋅ Mariya Toneva
[ OpenReview] 
Poster
None
Virtual-Flow: Virtual Microphone-based Speech Enhancement via Unsupervised Flow Matching
Dongheon Lee ⋅ Ashutosh Pandey ⋅ Sanjeel Parekh ⋅ Zhaoheng Ni ⋅ Daniel D Wong ⋅ Jacob Donley ⋅ Buye Xu ⋅ Juan Azcarreta
[ OpenReview] 
Poster
None
Sliced Inner Product Gromov–Wasserstein Distances
Xiaoyun Gong ⋅ Gabriel Rioux ⋅ Ziv Goldfeld
[ OpenReview] 
Poster
None
StructBridge: Structure-Grounded 3D Indoor Object Generation via 3D Latent Diffusion Bridge and Normal Refinement
Nange Wang ⋅ Zhanxu Bai ⋅ Yuxuan Li ⋅ Cewu Lu ⋅ Jianhua Sun
[ OpenReview] 
Poster
None
When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $\ell_1$-norm Lower Bounds
Hongyi Tao ⋅ Dingzhi Yu ⋅ Lijun Zhang
[ OpenReview] 
Poster
None
Conflict-Suppressed RAG: A Simple Decoding-Time Framework for Faithful Retrieval-Augmented Generation
Yuanye Xu ⋅ Yuting Wang ⋅ Linyi Guo ⋅ Fu Ning
[ OpenReview] 
Poster
None
Learning Dynamic Evidence Routes for Vision Transformer Probing
Zice Wang ⋅ Zhenyu Zhang
[ OpenReview] 
Poster
None
Bridge Graphical Models: Coupling, Projection, and Current-Preserving Dynamics for Generative Modeling
Tiantian Zhang
[ OpenReview] 
Poster
None
Diagonalizing the Softmax: Hadamard Initialization for Tractable Cross-Entropy Dynamics
Connall Garrod ⋅ Jonathan Keating ⋅ Christos Thrampoulidis
[ OpenReview] 
Poster
None
Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs
Amr Abourayya ⋅ Jens Kleesiek ⋅ Michael Kamp
[ OpenReview] 
Poster
None
RePercENT: Scaling Disentangled Representation Learning Beyond Two Modalities
Vasiliki Rizou ⋅ Pascal Frossard ⋅ Dorina Thanou
[ OpenReview] 
Poster
None
A Single Neuron Is Sufficient to Bypass Safety Alignment in Large Language Models
Hamid Kazemi ⋅ Atoosa Malemir Chegini ⋅ Maria Safi
[ OpenReview] 
Poster
None
$\text{A}^3$-VLA: Automatic Perception-Guided Attention Alignment for Robot Manipulation
Shengzhe Zhang ⋅ Qi Zhang ⋅ Dazhong Shen ⋅ Chao Wang ⋅ Shaopeng Zhai ⋅ Hui Xiong
[ OpenReview] 
Poster
None
LARGO: Low-Rank Hypernetwork for Handling Missing Modalities
Niels Vyncke ⋅ Pooya Ashtari ⋅ Aleksandra Pizurica
[ OpenReview] 
Poster
None
Controlling Transient Amplification Improves Long-horizon Rollouts
Adeel Pervez ⋅ Francesco Locatello
[ OpenReview] 
Poster
None
ACER: Towards Generalizable Protein-ligand Co-folding
Nopsinth Vithayapalert ⋅ Francesca Grisoni
[ OpenReview] 
Poster
None
Latent Debate: A Surrogate Framework for Interpreting LLM Thinking towards Binary Decisions
Lihu Chen ⋅ Xiang Yin ⋅ Francesca Toni
[ OpenReview] 
Poster
None
Conditional independence and graphical models for rankings
Aritz Pérez
[ OpenReview] 
Poster
None
Learning Continuously Evolving Spatio-Temporal Explanations for Traffic Flow Forecasting
Cuiying Huo ⋅ Baoxu Wang ⋅ Lin Wu ⋅ Yu Mei ⋅ Dongxiao He ⋅ Yawen Li ⋅ Di Jin
[ OpenReview] 
Poster
None
Semantically Complementary Spectral Views Learning for Graph-Level Anomaly Detection
Yuanming Liu ⋅ Fan Xu ⋅ Xibin Zhao ⋅ Hai Wan ⋅ Wu Junran ⋅ Nan Wang ⋅ Jiqiang Liu
[ OpenReview] 
Poster
None
Phase-DGS: Phase-Guided Dynamic Gaussian Splatting from Unsynchronized Multi-view Video
Hosung Jeon ⋅ Jun Y Jeong ⋅ Sangwoon Kwak ⋅ Joonsoo Kim ⋅ Sangmin Kim ⋅ Jaesik Park ⋅ Won-Sik Cheong ⋅ Hyon-Gon Choo
[ OpenReview] 
Poster
None
Loop-Free Inverse Reinforcement Learning via Sequential Value Recovery
Yang Chen ⋅ Yitan Zhang ⋅ Michael Witbrock ⋅ Shuyue Hu
[ OpenReview] 
Poster
None
Sub-Gaussian Confidence Intervals for Heavy-Tailed Data: Characterizing the Limits of Inference
Ilyes Hammouda ⋅ Stanislav Minsker ⋅ Mohamed Ndaoud
[ OpenReview] 
Poster
None
𝑓-Differential Privacy Filters: Validity and Approximate Solutions
Long Tran ⋅ Antti Koskela ⋅ Ossi Räisä ⋅ Antti Honkela
[ OpenReview] 
Poster
None
HIMMEL: Hierarchical Interleaved Multi-stream Motion Encoding for Long Video Understanding
Haopeng Jin ⋅ Tiankun Yang ⋅ Zhenyu Guan ⋅ ShiQuan Dong ⋅ Wenlong Zhao ⋅ Hongzhu Yi ⋅ Chubin Chen ⋅ Tao Yu ⋅ Jinwen Luo ⋅ Yujia Yang
[ OpenReview] 
Poster
None
Foveated BagNet: Inherent Interpretability Does Not Exclude Global Context
Holger Heidrich ⋅ Sarah Müller ⋅ Andreas Schilling
[ OpenReview] 
Poster
None
Optimal Learning-Augmented Algorithm for Online Bidding
Changyeol Lee ⋅ Dahoon Lee ⋅ Jongseo Lee ⋅ Yongho Shin ⋅ Changki Yun
[ OpenReview] 
Poster
None
A Mean-Field Framework for Inference-Time Distributional Control of Diffusion Models
Samuel Howard ⋅ Nikolas Nüsken
[ OpenReview] 
Poster
None
Reconsidering Positional Supervision in Masked Diffusion Language Model Training
Mengyu Ye ⋅ Keito Kudo ⋅ Ryosuke Takahashi ⋅ Jun Suzuki
[ OpenReview] 
Poster
None
LucidNFT: LR-Anchored Multi-Reward Preference Optimization for Flow-Based Real-World Super-Resolution
Song Fei ⋅ Tian Ye ⋅ Sixiang Chen ⋅ Zhaohu Xing ⋅ Jianyu Lai ⋅ Lei Zhu
[ OpenReview] 
Poster
None
RAVEL: Rare Concept Generation and Editing via Graph-driven Relational Guidance
Kavana Venkatesh ⋅ Yusuf Dalva ⋅ Ismini Lourentzou ⋅ Pinar Yanardag
[ OpenReview] 
Poster
None
When Graph Anomalies Learn to Hide: Test-Time Cloaking in Graph-Level Anomaly Detection
Jinyu Cai ⋅ Glynnis Lim ⋅ See-Kiong Ng
[ OpenReview] 
Poster
None
PACE: Partial-state Amortized Constraint Editing for Neural Combinatorial Optimization
Bohao Li ⋅ Chenhao Yuan ⋅ Ying Li ⋅ Pei He ⋅ Yangming Guo
[ OpenReview] 
Poster
None
Efficient Retrosynthesis Prediction with Integral Flow Matching and Latent Inversion
Tao Yin ⋅ Xiaohong Zhang ⋅ Yinjie Zhu ⋅ Jiacheng Zhang ⋅ Haotian Zou ⋅ Li Huang ⋅ Jiajun Cai ⋅ Zhibin Zhang ⋅ Meng Yan
[ OpenReview] 
Poster
None
PEIRA: Learning Predictive Encoders through Inter-View Regressor Alignment
Michael Arbel ⋅ Basile Terver ⋅ Jean Ponce
[ OpenReview] 
Poster
None
Closed Loop Dynamic Driving Data Mixture for Real-Synthetic Co-Training
Hongzhi Ruan ⋅ Pei Liu ⋅ Weiliang Ma ⋅ Zhengning Li ⋅ Xueyang Zhang ⋅ Jun Ma ⋅ Dan Xu ⋅ Kun Zhan
[ OpenReview] 
Poster
None
When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?
Yongqiang Chen ⋅ Gang Niu ⋅ James Cheng ⋅ Bo Han ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
SplineFlow: Flow Matching for Dynamical Systems with B-Spline Interpolants
Santanu Rathod ⋅ Pietro Lió ⋅ Xiao Zhang
[ OpenReview] 
Poster
None
AsyncMesh: Fully Asynchronous Optimization for Data and Pipeline Parallelism
Thalaiyasingam Ajanthan ⋅ Sameera Ramasinghe ⋅ Gil Avraham ⋅ Hadi Mohaghegh Dolatabadi ⋅ Chamin Hewa Koneputugodage ⋅ Violetta Shevchenko ⋅ Yan Zuo ⋅ Alexander Long
[ OpenReview] 
Poster
None
SPIRIT: Speed-Driven Online Adaptation for Self-Speculative Decoding
Chenghao Liu ⋅ Hui Lu ⋅ Chengbo Zhan ⋅ Jia Rao
[ OpenReview] 
Poster
None
Towards Reconstructing Geographically Diverse Architecture with 3D Foundation Models
Nicky Kriplani ⋅ Yiwen Zhang ⋅ Angelina Wang ⋅ Hadar Averbuch-Elor
[ OpenReview] 
Poster
None
Energy-Guided Transport for Projection-Free Physics-Informed Flow Matching
Giuliano Galadini ⋅ Aurelio Uncini ⋅ Danilo Comminiello
[ OpenReview] 
Poster
None
SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of Foundation Model-based Embodied Agents
Simon Zhan ⋅ Philip Wang ⋅ Yao Liu ⋅ Yiyan Peng ⋅ Yiqi Lyu ⋅ Zinan Wang ⋅ Qineng Wang ⋅ Zhian Ruan ⋅ Xiangyu Shi ⋅ Xinyu Cao ⋅ Frank Yang ⋅ Zhenyang Ni ⋅ Kangrui Wang ⋅ Ruohan Zhang ⋅ Huajie Shao ⋅ Manling Li ⋅ Qi Zhu
[ OpenReview] 
Poster
None
Failure Profiling and Reachable Trajectory Selection for Reasoning Distillation
yijun Zhu ⋅ Jianxin Wang ⋅ Chengchao Shen
[ OpenReview] 
Poster
None
\$OneMillion-Bench: How Far are Language Agents from Human Experts?
Yang Liu ⋅ Jiaqi Li ⋅ Jun Bai ⋅ Qianyu Yang ⋅ Zixia Jia ⋅ Tiliang Duan ⋅ Chun Zhang ⋅ Jiayun Dong ⋅ Lingyue Yin ⋅ Jianpeng Jiao ⋅ Yanglihong Xiao ⋅ Zaiyuan Wang ⋅ Tao Peng ⋅ Xiaobo Hu ⋅ Kaiyuan Chen ⋅ Ge Zhang ⋅ Gang Yao ⋅ Hao Chen ⋅ Zilong Zheng
[ OpenReview] 
Poster
None
TrustMod-SM: A Multi-Axis Benchmark for Evaluating Trustworthiness of LLMs in Social Media Content Moderation
Aizan Zafar ⋅ Sreekantam Sai Venkat ⋅ Gathik Jindal ⋅ Ritu R Sharma ⋅ Zishan Ahmad ⋅ Tulika Saha ⋅ Srinath Srinivasa
[ OpenReview] 
Poster
None
DashAttention: Differentiable and Adaptive Sparse Hierarchical Attention
Yuxiang Huang ⋅ Nuno Gonçalves ⋅ Federico Alvetreti ⋅ Lei Li ⋅ Xu Han ⋅ Edoardo Ponti ⋅ André Martins ⋅ Marcos Treviso
[ OpenReview] 
Poster
None
Min-Max Optimization Requires Exponentially Many Queries
Martino Bernasconi ⋅ Matteo Castiglioni ⋅ Andrea Celli ⋅ Alexandros Hollender
[ OpenReview] 
Poster
None
Can 4D Foundation Models Remember?
Guangzhao He ⋅ Hadar Averbuch-Elor ⋅ Wei-Chiu Ma
[ OpenReview] 
Poster
None
PGID: Progressive Guided Inversion and Denoising for Robust Watermark Detection
Minh Quoc Duong ⋅ Chun Tong Lei ⋅ Chun Pong Lau
[ OpenReview] 
Poster
None
DeltaFugue: Orchestrating Spatial and Associative Memory for Algorithmic Length Generalization
Anh T Nguyen ⋅ Quan Dao ⋅ Bing Liu
[ OpenReview] 
Poster
None
Delve into the Applicability of Advanced Optimizers for Multi-Task Learning
Zhipeng Zhou ⋅ Linxiao Cao ⋅ Yiming Cao ⋅ Pengcheng Wu ⋅ Peilin Zhao ⋅ Chunyan Miao
[ OpenReview] 
Poster
None
RoboProcessBench: Benchmarking Process-Aware Understanding in Visual-Language Robotic Manipulation
Dayu Xia ⋅ Yue Shi ⋅ Yao Mu ⋅ Huiting Ji ⋅ Chaofan Ma ⋅ Yingjie Zhou ⋅ Hua Chen ⋅ Yang Liu ⋅ Jiezhang Cao ⋅ Guangtao Zhai
[ OpenReview] 
Poster
None
MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models
Hojung Jung ⋅ Rodrigo Hormazabal ⋅ Jaehyeong Jo ⋅ Youngrok Park ⋅ Kyunggeun Roh ⋅ Se-Young Yun ⋅ Sehui Han ⋅ Dae-Woong Jeong
[ OpenReview] 
Poster
None
GeoG2U-Bench: When Does Generation Help Understanding in Ultra-High-Resolution Remote Sensing?
Fengxiang Wang ⋅ Yueying Li ⋅ Mingshuo Chen ⋅ Boya Miao ⋅ Qiuyang Yu ⋅ Yajie Yang ⋅ Mingzhen Xu ⋅ Luqing Luo ⋅ Haonan Guo ⋅ Hongda Sun ⋅ Yulin Wang ⋅ Jun Song ⋅ Jing Zhang ⋅ Long Lan ⋅ Wenjing Yang
[ OpenReview] 
Poster
None
DualDrift: Combining Forward and Reverse Drifts for One-Step Generative Modeling
Hojung Jung ⋅ Juhyeong Kim ⋅ Jaehyun Kwak ⋅ Boryeong Cho ⋅ Junhyeok Yang ⋅ Youngrok Park ⋅ Sangmin Bae ⋅ Se-Young Yun
[ OpenReview] 
Poster
None
AtmoZero: Self-Play Post-Training for Caption-Free Weather Time-Series Captioning
Qirui Zheng ⋅ Shengchao Chen
[ OpenReview] 
Poster
None
A Private Empirical Defense Against Privacy Audits
Saloni Modi ⋅ Srivi Balaji ⋅ Yusong Zhu ⋅ Gautam Kamath ⋅ Kevin Tian
[ OpenReview] 
Poster
None
CausalDriveBench: Evaluating Causal Reasoning in Vision-Language-Action Models for Autonomous Driving
Narendiran Chembu ⋅ Navvrat Rao ⋅ Shreedhar S Kodate ⋅ Gayatri S Banda ⋅ Arko Sarkar ⋅ Abhinav Khanna ⋅ Rajarshee Das ⋅ silver sage ⋅ Siddharth Khandelwal ⋅ Kumar Aman ⋅ Aish Dubey ⋅ Kaustubh Beedkar ⋅ Jain
[ OpenReview] 
Poster
None
Implicit Goal Conditioning via Value Disaggregation
Shashwat Saxena ⋅ Mehul Goel ⋅ Sreyas Venkataraman ⋅ Sarvesh Patil ⋅ Max Simchowitz
[ OpenReview] 
Poster
None
Hybrid Reinforcement Learning for One-step Degraded Infrared and Visible Image Fusion
Hongwei Yu ⋅ Daoqing Zha ⋅ Yancheng Bai ⋅ Jiawei Li ⋅ Lei Sun ⋅ Xiangxiang Chu
[ OpenReview] 
Poster
None
Finite-Sample Performance of Gradient Descent in Logistic Regression with Gaussian Design
Junren Chen ⋅ Arya Mazumdar
[ OpenReview] 
Poster
None
What if Agents Could Imagine? Reinforcing Open-Vocabulary HOI Comprehension through Generation
Zhenlong Yuan ⋅ Yue Wang ⋅ Jing Tang ⋅ Rui Chen ⋅ Kejin Cui ⋅ Lei Sun ⋅ Dapeng Zhang ⋅ Hongwei Yu ⋅ Chengxuan Qian ⋅ Xiangxiang Chu ⋅ Shuo Li ⋅ Yuyin Zhou
[ OpenReview] 
Poster
None
One-Bit Clustering for Two Component Sub-Gaussian Mixture Models
Junren Chen ⋅ Yun Yang
[ OpenReview] 
Poster
None
From Cortical Synchronous Rhythm to Brain Inspired Learning Mechanism: An Oscillatory Spiking Neural Network with Time-Delayed Coordination
Tingting Dan ⋅ Guorong Wu
[ OpenReview] 
Poster
None
MiCo: Microstructure-Consistent Flow Matching for Diffusion MRI Angular Super-Resolution
Zhixuan Zhou ⋅ Tingting Dan ⋅ Guorong Wu
[ OpenReview] 
Poster
None
From Heartbeat to Cardiochoreography: A Mechanics Foundation Model for Individualized 4D Cardiac Motion Generation Conditioned on Electrophysiology
Ziquan Wei ⋅ Tingting Dan ⋅ Guorong Wu
[ OpenReview] 
Poster
None
Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers
Bozhou Li ⋅ Yushuo Guan ⋅ Haolin Li ⋅ Bohan Zeng ⋅ Yiyan Ji ⋅ Yue Ding ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Yuanxing Zhang ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
Vibe-Spike: An Energy-Preserving EEG Foundation Model Through the Landscape of Neural Coherence
Jun Ye ⋅ yuting li ⋅ Tingting Dan ⋅ Guorong Wu
[ OpenReview] 
Poster
None
SPERA: Spherical Prior EEG Foundation Model with Geometry- and Frequency-Aware Latent Prediction
Minsu Kim ⋅ Ye-Sung Kim ⋅ Hyeseong Jeon ⋅ Wooseok Hyung ⋅ Joshua Lee ⋅ Chang-Hwan Im
[ OpenReview] 
Poster
None
A Matched-Budget Audit Framework for Recaptioned Image-Text Supervision Distributions
Giyeong Oh ⋅ Junghun Park ⋅ Yuhan Bae ⋅ Youngjae Yu
[ OpenReview] 
Poster
None
GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting
Baiying Lu ⋅ Zhaohui Liang ⋅ Ryan Pontius ⋅ Shengpu Tang ⋅ Temiloluwa Prioleau
[ OpenReview] 
Poster
None
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning
Yifan Dai ⋅ zhenhua wu ⋅ Bohan Zeng ⋅ Daili Hua ⋅ Jialing Liu ⋅ Bozhou Li ⋅ Yuran Wang ⋅ Chengzhuo Tong ⋅ Hao Liang ⋅ Xiaochen Ma ⋅ Junbo Niu ⋅ Tianyu Guo ⋅ Yang Shi ⋅ Yue Ding ⋅ Yiyan Ji ⋅ Bingyin Mei ⋅ Yushuo Guan ⋅ Yuanxing Zhang ⋅ Pengfei Wan ⋅ Fangcheng Fu ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
How Private is Private? A Comparative Study for Face De-Identification
Hui Wei ⋅ Hao Yu ⋅ Hui Kuurila-Zhang ⋅ Guoying Zhao
[ OpenReview] 
Poster
None
Temporal Backtracking Search for Test-time Generative Video Reasoning
SeJoon Jun ⋅ Zheng Ding ⋅ Huangyuan Su ⋅ Weirui Ye ⋅ Yilun Du
[ OpenReview] 
Poster
None
From Pixels to Concepts: Do Segmentation Models Understand What They Segment?
Shuang Liang ⋅ Zeqing Wang ⋅ Yuxian LI ⋅ Xihui Liu ⋅ Han Wang
[ OpenReview] 
Poster
None
Efficient Pre-Training with Token Superposition
Bowen Peng ⋅ Théo Gigant ⋅ Jeffrey Quesnelle
[ OpenReview] 
Poster
None
How You Move Tells What You'll Do: Trajectory-Conditioned Egocentric Prediction
SeJoon Jun ⋅ Hai Nguyen-Truong ⋅ Luigi Seminara ⋅ Lorenzo Torresani
[ OpenReview] 
Poster
None
Multi-Token Residual Prediction
Yufeng Xu ⋅ Zishuo Bao ⋅ Qian Wang ⋅ Zeshen Zhang ⋅ Haoqi Zhang ⋅ Bowen Peng ⋅ Ang Li ⋅ Rahul Chalamala ⋅ Yucheng Lu
[ OpenReview] 
Poster
None
Rethinking Bayesian Optimization for Co-Optimizing LLM Training Configurations
Zhiliang Chen ⋅ Alfred Leong ⋅ Shao Yong Ong ⋅ Apivich Hemachandra ⋅ Gregory Kang Ruey Lau ⋅ Chuan Sheng Foo ⋅ Zhengyuan Liu ⋅ Nancy F Chen ⋅ Bryan Kian Hsiang Low
[ OpenReview] 
Poster
None
Multi-Step Likelihood-Ratio Correction for Reinforcement Learning with Verifiable Rewards
Deokgyu Yoon ⋅ Hyungkyu Kang ⋅ Joongkyu Lee ⋅ Byeongchan Kim ⋅ Gyungin Shin ⋅ Sungrae Park ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
DoG: Sniffing Out Overconfidence in LLM Agents via Post-hoc Trajectory Restructuring
Hyunjun Jeon ⋅ Dongha Lim ⋅ Kunwoong Kim ⋅ Daewon Choi ⋅ Jinwoo Shin
[ OpenReview] 
Poster
None
Objective-Aligned Amortized Inference for Offline Bayes-Adaptive MDP Model Learning
Toru Hishinuma ⋅ Kei Senda
[ OpenReview] 
Poster
None
PriorVLA: Prior-Preserving Adaptation for Vision-Language-Action Models
Xinyu Guo ⋅ Bin Xie ⋅ Wei Chai ⋅ Xianchi Deng ⋅ Tiancai Wang ⋅ Zhengxing Wu ⋅ Xingyu Chen
[ OpenReview] 
Poster
None
Rethinking the State Update Gate for Long-Sequence Recurrent 3D Reconstruction
kejun ren ⋅ Lei Jin ⋅ Tianxin Huang ⋅ Lianming Xu ⋅ Li Wang
[ OpenReview] 
Poster
None
UniFlow-Audio: Unified Flow Matching for Audio Generation from Omni-Modalities
Xuenan Xu ⋅ Jiahao Mei ⋅ Ye Tao ⋅ Zihao Zheng ⋅ Zeyu Xie ⋅ Yaoyun Zhang ⋅ Haohe Liu ⋅ Yuning Wu ⋅ Ming Yan ⋅ Mengyue Wu ⋅ Wen Wu ⋅ Chao Zhang
[ OpenReview] 
Poster
None
When Are Multimodal Predictions Biologically Supported? A Diagnostic Evaluation Framework
Dylan Steiner ⋅ Gustavo Arango ⋅ Gerald J Sun ⋅ Etai Jacob
[ OpenReview] 
Poster
None
Reinforcement Learning for View-Adaptive Distillation in 3D Gaussian Compression
Hongji Zhao ⋅ Mingrui Zhu ⋅ Xin Wei ⋅ Nannan Wang
[ OpenReview] 
Poster
None
Network Learning with Semi-relaxed Gromov-Wasserstein
Charles Dufour ⋅ Ulysse Naepels ⋅ Leonardo V Santoro
[ OpenReview] 
Poster
None
Dominant-Layer ZO: A Single Layer Dominates Zeroth-Order Fine-Tuning of LLMs
Wanhao Yu ⋅ Ziyan Wang ⋅ Zheng Wang ⋅ Abeer M Almalky ⋅ Yihang ZUO ⋅ Shuteng Niu ⋅ Sen Lin ⋅ Adnan Siraj Rakin ⋅ Deliang Fan ⋅ Li Yang
[ OpenReview] 
Poster
None
Faithful Embeddings of Irregular and Asynchronous Data for Online Log-NCDEs
Benjamin Walker ⋅ Alexandre Bloch ⋅ Lingyi Yang ⋅ Sam Morley ⋅ Terry Lyons
[ OpenReview] 
Poster
None
Verifier Choice is a Benchmark Design Variable: Auditing Structural Counting Evaluation in Text-to-Image Models
Shurun Li ⋅ Michael H Wang ⋅ Haibo Zeng ⋅ Long Wang
[ OpenReview] 
Poster
None
GRAPHLCP: Structure-Aware Localized Conformal Prediction on Graphs
Peyman Baghershahi ⋅ Fangxin Wang ⋅ Debmalya Mandal ⋅ Sourav Medya
[ OpenReview] 
Poster
None
MetaPI: Constructing Prompt Injection Benchmarks from Any Agent Benchmarks
Peiran Wang ⋅ Chong Xiang ⋅ Wenjie Qu ⋅ Ying Li ⋅ Jiaheng Zhang ⋅ G. Edward Suh ⋅ Yuan Tian
[ OpenReview] 
Poster
None
Autonomous Continual Learning for Environment Adaptation of Computer-Use Agents
Tianci Xue ⋅ Zeyi Liao ⋅ Tianneng Shi ⋅ Zilu Wang ⋅ Kai Zhang ⋅ Dawn Song ⋅ Yu Su ⋅ Huan Sun
[ OpenReview] 
Poster
None
Quest: Training Frontier Deep Research Agents with Fully Synthetic Tasks
Jian Xie ⋅ Tianhe Lin ⋅ Zilu Wang ⋅ Yuting Ning ⋅ Yuekun Yao ⋅ Tianci Xue ⋅ Zhehao Zhang ⋅ Zhongyang Li ⋅ Kai Zhang ⋅ Yufan Wu ⋅ Shijie Chen ⋅ Boyu Gou ⋅ Mingzhe Han ⋅ Yifei Wang ⋅ Vint Lee ⋅ Xinpeng Wei ⋅ XJ Wang ⋅ Yu Su ⋅ Huan Sun
[ OpenReview] 
Poster
None
RelGS: Relation-Aware Gaussian Splatting for Open-Vocabulary 3D Scene Understanding
Kai Zhao ⋅ Dai Shi ⋅ YIXIN CHEN ⋅ Ye Wang ⋅ Oula Ghannoum ⋅ Yi Guo
[ OpenReview] 
Poster
None
ViMU: Benchmarking Video Metaphorical Understanding
Qi Li ⋅ Xinchao Wang
[ OpenReview] 
Poster
None
Learning Minimal Sufficient Evidence Graphs for GraphRAG via Nash-Guided Optimization
Hao Wu ⋅ Xinguo Yu ⋅ Wanqing Li ⋅ Hongru Sun ⋅ Xiao Luo ⋅ Wenbin Zhang ⋅ Sasha Nikolic ⋅ Shirui Pan ⋅ Yi Guo ⋅ Jie Yang
[ OpenReview] 
Poster
None
GNES: Neural-Guided Evolutionary Program Search for Interpretable Multi-Agent Control
Chen Wang ⋅ Minfang Lu ⋅ Xiangke Wang ⋅ Cheng Zhu ⋅ Fei Ming ⋅ Yaochu Jin
[ OpenReview] 
Poster
None
Think, then Score: Decoupled Reasoning and Scoring for Video Reward Modeling
Yuan Wang ⋅ Ouxiang Li ⋅ Yulong Xu ⋅ Borui Liao ⋅ Jiajun Liang ⋅ Jinghan Li ⋅ Meng Wang ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Kuien Liu ⋅ Xiang Wang
[ OpenReview] 
Poster
None
Denoise First, Orthogonalize Later: Understanding Momentum in Muon via Spectral Filtering
Xianliang Li ⋅ Zihan Zhang ⋅ Weiyang Liu ⋅ Han Bao
[ OpenReview] 
Poster
None
CASAM: Consistency-Anchored Sharpness-Aware Minimization for Improved Model Generalization
Chengli Tan ⋅ Tianyu Wang ⋅ Junmin Liu ⋅ Yong Xu
[ OpenReview] 
Poster
None
Position: Robust Reasoning Requires Internal Time, Not Scale Alone
Amar Gahir ⋅ Shreyank Gowda
[ OpenReview] 
Poster
None
TENET: Time-point Encoding Network for Multivariate Time Series Anomaly Detection
Dongchan Cho ⋅ Juwon Hwang ⋅ Keumyeong Kang ⋅ Jiho Han ⋅ Namsoon Jung
[ OpenReview] 
Poster
None
Beyond Isotropy in JEPAs: Hamiltonian Geometry and Symplectic Prediction
Robert J Alvarez
[ OpenReview] 
Poster
None
PickMoment: Continuous-Time Single-Image-to-Video via Learning Deblurring and Blur-to-Video
Junseong Shin ⋅ Hyeonsu Jo ⋅ Daehyun Kim ⋅ Tae Hyun Kim
[ OpenReview] 
Poster
None
Crossing the Validation crisis: Cross-validation reduces benchmarking variance surprisingly well
Célestin Eve ⋅ Gael Varoquaux ⋅ Thomas Moreau
[ OpenReview] 
Poster
None
Fair Bubble Sort: Provably Optimal Fair Ranking with Continuous Sensitive Attributes
Antonio Ferrara ⋅ Fabio Vitale ⋅ Atsushi Miyauchi ⋅ Francesco Bonchi
[ OpenReview] 
Poster
None
Rethinking Radar 3D Perception: Representation Learning from Raw Spectra
Miao Zhang ⋅ Mohamed Abdelsamad ⋅ Bin Yang ⋅ Sherif Abdulatif ⋅ Benedikt Loesch ⋅ Marco Altmann ⋅ Abhinav Valada ⋅ Bin Yang
[ OpenReview] 
Poster
None
RepoLaunch: Automating Build and Management of Code Repositories across Languages and Platforms
Kenan Li ⋅ Rongzhi Li ⋅ Linghao Zhang ⋅ Qirui Jin ⋅ Liao Zhu ⋅ XiaoSong Huang ⋅ Geng Zhang ⋅ Yikai Zhang ⋅ Shilin He ⋅ Chengxing Xie ⋅ Xin Zhang ⋅ Zijian Jin ⋅ Bowen Li ⋅ Chaoyun Zhang ⋅ Yu Kang ⋅ Yufan Huang ⋅ Elsie Nallipogu ⋅ Saravan Rajmohan ⋅ Qingwei Lin ⋅ Dongmei Zhang
[ OpenReview] 
Poster
None
Horizon Adaptive Offline Policy Learning via Value Stitching
Kexin ZHENG ⋅ Xianyuan Zhan ⋅ Xintao Yan
[ OpenReview] 
Poster
None
Distilling Multi-Teacher Scoring Principles for Unsupervised Time Series Anomaly Detection
Dongchan Cho ⋅ Jiho Han ⋅ Juwon Hwang ⋅ Changhee Min ⋅ Minsang Kim ⋅ Namsoon Jung
[ OpenReview] 
Poster
None
GameVerse: A Minute-Scale Gameplay Dataset for Long-Horizon Interactive World Modeling
Kang He ⋅ Wenshuo Peng ⋅ Chuanhao Li ⋅ Zihui Gao ⋅ Xiaojie Xu ⋅ Zhengyuan Lin ⋅ Yuzhe Ding ⋅ Donghong Ji ⋅ Kaipeng Zhang ⋅ Yongtao Ge
[ OpenReview] 
Poster
None
Multi-bit LLM Watermarking with Certified Semantic Distortion
Chenxi Gu ⋅ Si Chen ⋅ John Grundy ⋅ Xiaoning Du
[ OpenReview] 
Poster
None
One-Shot Generative Flows: Existence and Obstructions
Panagiotis Tsimpos ⋅ Daniel Sharp ⋅ Youssef Marzouk
[ OpenReview] 
Poster
None
The Prestige: Benchmarking Cognitive Visual Reasoning using Magic Tricks
Shuo Wen ⋅ Beixi Du ⋅ Edwin Meriaux ⋅ Junming Shi ⋅ Chloe Si ⋅ David Meger ⋅ Doina Precup ⋅ Gregory Dudek
[ OpenReview] 
Poster
None
When Depth Lies: Benchmarking Vision-Language Models on Mirror-Induced RGB-D Ambiguity
HAO YIN ⋅ Tianchen Guo ⋅ Heming Du ⋅ Yan Ke ⋅ Yanbin Liu ⋅ Xin Yu
[ OpenReview] 
Poster
None
CP-MLPs: A Tensor-Rank Theory of Tied and Untied MLP Blocks
Md Rifat Arefin ⋅ Farzaneh Heidari ⋅ Irina Rish ⋅ Guillaume Rabusseau
[ OpenReview] 
Poster
None
CausalMix: Data Mixture as Causal Inference for Language Model Training
Zinan Tang ⋅ YUKUN ZHANG ⋅ Shaomian Zheng ⋅ Zhuoshi Pan ⋅ Qizhi Pei ⋅ Dingnan Jin ⋅ Jun Zhou ⋅ Yujun wang ⋅ Biqing Huang
[ OpenReview] 
Poster
None
Graph Label Alignment: A Diagnostic Atlas for Graph Classification
Neelam Akula ⋅ Varun Shiralkar ⋅ Murat Kantarcioglu ⋅ Baris Coskunuzer
[ OpenReview] 
Poster
None
Signature-Kernel Evaluation Metrics for Robust Probabilistic and Tail-Event Forecasting
Benjamin R Redhead ⋅ Thomas L Lee ⋅ Peng Gu ⋅ Víctor Elvira ⋅ Amos Storkey
[ OpenReview] 
Poster
None
DUDS: Dual-stage Data Selection for Efficient Reinforcement Learning with Verifiable Rewards
Hongling Zheng ⋅ Li Shen ⋅ Zichuan Lin ⋅ Jiafei Lyu ⋅ Zhicong Lu ⋅ Shuhan Xu ⋅ Yong Luo ⋅ Deheng Ye ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Toward Interactive Understanding of Code APIs
Dhananjay Ashok ⋅ Jesse Thomason ⋅ Jonathan May
[ OpenReview] 
Poster
None
Boundary-Induced Forgetting in Large Language Model Tool Chains: Measuring Field-Routing Failures
Zhangyi Wang ⋅ Bingnan Yu ⋅ Zongze Li
[ OpenReview] 
Poster
None
CFC26: Building Evaluations for Deployment in Sonar-Based Fish Counting
Madison Van Horn ⋅ Suzanne Stathatos ⋅ Sevan Brodjian ⋅ Justin Kay ⋅ Kai Van Brunt ⋅ Erik Young ⋅ Sara Beery ⋅ Pietro Perona ⋅ Michael Hobley
[ OpenReview] 
Poster
None
MindGuard: Guardrail Classifiers for Multi-Turn Mental Health Support
António Farinhas ⋅ Nuno M Guerreiro ⋅ José Pombal ⋅ Pedro Henrique Martins ⋅ Laura Melton ⋅ Alexandra Conway ⋅ Cara Dochat ⋅ Maya D'Eon ⋅ Ricardo Rei
[ OpenReview] 
Poster
None
Revisiting Decentralized Online Convex Optimization with Compressed Communication
Hao Zhou ⋅ Xiaoyu Wang ⋅ Chang Yao ⋅ Mingli Song ⋅ Yuanyu Wan
[ OpenReview] 
Poster
None
Fairness Failure Modes of Multimodal LLMs
Canyu Chen ⋅ Anglin Cai ⋅ Joan Nwatu ⋅ Yale Li ⋅ Jessica Hullman ⋅ Rada Mihalcea ⋅ Kathleen McKeown ⋅ Manling Li
[ OpenReview] 
Poster
None
KNN Implementation Details Can Dramatically Change Performance: An Example from Cover Trees
Amol Khanna ⋅ Edward Raff
[ OpenReview] 
Poster
None
Derivative-Informed Training of Neural Operators On-the-Fly via Sketched Tangent Consistency
Shancong Mou ⋅ Xinhan Yang ⋅ Lu Lu
[ OpenReview] 
Poster
None
AcousticBench: Measuring Acoustic Perception in Large Audio Language Models
Anirudh Rahul ⋅ Arth Vidyarthi ⋅ Michael Horgan ⋅ Suyash Jaju ⋅ Yuhao Zhou
[ OpenReview] 
Poster
None
Auditing Conformal Prediction for Language Models Under Inference-Time Model Shift
Achref Doula ⋅ Max Mühlhäuser
[ OpenReview] 
Poster
None
Benchmarking and Optimizing Multimodal Structured Generation: The OracleGraph Dataset and PRISM Framework
Zhihong Sun ⋅ Qi Fan ⋅ Pan Liu ⋅ Yang Yi ⋅ Chen Ye
[ OpenReview] 
Poster
None
3DCodeBench: Benchmarking Agentic Procedural 3D Modeling Via Code
Yipeng Gao ⋅ Lei Shu ⋅ Genzhi Ye ⋅ Xi Xiong ⋅ Ameesh Makadia ⋅ Meiqi Guo ⋅ Laurent Itti ⋅ Jindong Chen
[ OpenReview] 
Poster
None
Riemannian Bilevel Optimization under the Polyak–Łojasiewicz Condition
Zhixuan Li ⋅ Yuyang Zhang ⋅ Luke Jones ⋅ Muztaba Syed ⋅ William Chang ⋅ Andi Han
[ OpenReview] 
Poster
None
PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery
Zeping Liu ⋅ Ni Lao ⋅ Weiwei Sun ⋅ Gil Wolff ⋅ Yiqun Xie ⋅ Liang Zhao ⋅ Junfeng Jiao ⋅ Gengchen Mai
[ OpenReview] 
Poster
None
Test-time Scaling of Diffusions with Flow Maps
Amirmojtaba Sabour ⋅ Michael Albergo ⋅ Carles Domingo i Enrich ⋅ Nicholas Boffi ⋅ Sanja Fidler ⋅ Karsten Kreis ⋅ Eric Vanden-Eijnden
[ OpenReview] 
Poster
None
MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support
Yusuf Kesmen ⋅ Fay Elhassan ⋅ Jiayi Ma ⋅ Julien Stalhandske ⋅ Yena Chang ⋅ Alexandra V Kulinkina ⋅ David Sasu ⋅ Akhil Arora ⋅ Lars H Klein ⋅ Mary-Anne Hartley
[ OpenReview] 
Poster
None
Asymptotically Exact Negative Guidance of Diffusion Models via Positive-Unlabeled Learning
Hirohane Takagi ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
Thinking with Imitation: Adaptive Reinforcement-Imitation Learning for Tool-Augmented Scientific Reasoning
Fanrui Zhang ⋅ Hongmin Zhan ⋅ Qiang Zhang ⋅ Sizhuo Zhou ⋅ Zhaoyu Wang ⋅ Kaipeng Zhang ⋅ Jiawei Liu ⋅ Zheng-Jun Zha
[ OpenReview] 
Poster
None
LLM-enabled Applications Require Systematic Threat Monitoring
Yedi Zhang ⋅ Haoyu Wang ⋅ XIANGLIN YANG ⋅ Jin Song Dong ⋅ Jun Sun
[ OpenReview] 
Poster
None
How Long Does Infinite Width Last? Signal Propagation in Long-Range Linear Recurrences
Mariia Seleznova
[ OpenReview] 
Poster
None
FlashPlanner: Real-Time Goal-Conditioned Flow-Matching Planning for Autonomous Driving with Online RL Fine-Tuning
Qifeng Li ⋅ Yubing Gao ⋅ Xiaosong Jia ⋅ Zhiliu Liu ⋅ Sizhuo Zhou ⋅ Wenlong Liao ⋅ Tao He ⋅ Junchi Yan
[ OpenReview] 
Poster
None
GISA: A Benchmark for General Information-Seeking Assistant
Yutao Zhu ⋅ Xingshuo Zhang ⋅ Maosen Zhang ⋅ Jiajie Jin ⋅ Liancheng Zhang ⋅ Xiaoshuai Song ⋅ Kangzhi Zhao ⋅ Wencong Zeng ⋅ Ruiming Tang ⋅ Han Li ⋅ Ji-Rong Wen ⋅ Zhicheng Dou
[ OpenReview] 
Poster
None
Bridging Diffusion and Autoregression for Flexible Time Series Synthesis
Xin Wang ⋅ Xuan Zhang ⋅ Haipeng Zhang ⋅ Chunyu Wei ⋅ Yueguo Chen
[ OpenReview] 
Poster
None
MAGE: All-[MASK] Block Already Knows Where to Look in Block Diffusion LLM
Omin Kwon ⋅ Yeonjae Kim ⋅ Doyeon Kim ⋅ Minseo Kim ⋅ Yeonhong Park ⋅ Jae W. Lee
[ OpenReview] 
Poster
None
EENAS: Zero-Shot Energy-Efficiency-Aware Neural Architecture Search
Zeyu Yang ⋅ Wes Armour
[ OpenReview] 
Poster
None
Anchoring Physiological Invariance, Expanding Domain Plasticity: Prior-Stabilized Dynamic Adaptation for Continual rPPG Measurement
Zhongtian He ⋅ Shuyang chu ⋅ Jingang Shi
[ OpenReview] 
Poster
None
VisualWorldBench: A Fine-Grained Multi-Task Benchmark for Evaluating Visual World Knowledge in MLLMs
Chen Chen ⋅ Zheming Liang ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
FlashRelight: Portrait Video Relighting with Dynamic Lighting
Jiahui Sheng ⋅ Le Li ⋅ Limin Lin ⋅ Jiahao Li ⋅ Wansen Feng ⋅ Hong Gu ⋅ Shuhan Chen ⋅ Xiaorun Li ⋅ Rui Hu
[ OpenReview] 
Poster
None
ProtGlycanDock: Towards Accurate Protein-Glycan Docking with Tailored Dataset, Benchmark and Model
Minghao Xu ⋅ Jiaze Song ⋅ Jinyu Wang ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
TokenRouter: Efficient Serving System for Token-Level LLM Routing
Tianyu Fu ⋅ Tengxuan Liu ⋅ Ruoxi Wang ⋅ Yixin Dong ⋅ Yi Ge ⋅ Yichen You ⋅ Yu Wang
[ OpenReview] 
Poster
None
Temperature Guidance For Robust Reward Conditioning In Diffusion Planning
Johannes V Busch ⋅ Roberto Calandra
[ OpenReview] 
Poster
None
SPRM: From Cooperative Games to Marginal-Contribution Process Reward Modeling
Yu Bao ⋅ Pak Lon Ip ⋅ Qiyu Ruan ⋅ Xitong Gao ⋅ Cheng-Zhong Xu
[ OpenReview] 
Poster
None
AsyncOPD: How Stale Can On-Policy Distillation Be?
Wonjun Kang ⋅ Kevin Galim ⋅ Seunghyuk Oh ⋅ Minjun Kang ⋅ Sanghyun Park ⋅ Donghoon Kim ⋅ Minjae Lee ⋅ Minseo Kim ⋅ Rishabh Tiwari ⋅ Yuchen Zeng ⋅ HYUNG IL KOO ⋅ Kangwook Lee
[ OpenReview] 
Poster
None
FRUC: Feedforward Dynamic Scene Reconstruction from Uncalibrated Collaborative Driving Views
Yihang Tao ⋅ Yu Guo ⋅ Zhengru Fang ⋅ Haonan An ⋅ Yuguang Fang
[ OpenReview] 
Poster
None
Steering Away from Memorization: Reachability-Constrained Reinforcement Learning for Text-to-Image Diffusion
Sathwik Karnik ⋅ Juyeop Kim ⋅ Sanmi Koyejo ⋅ Jong-Seok Lee ⋅ Somil Bansal
[ OpenReview] 
Poster
None
EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales
Yaolun Zhang ⋅ Tianyi Xu ⋅ Shengyu Dai ⋅ Zhenwen Shao ⋅ Qingyun Wu ⋅ Huazheng Wang
[ OpenReview] 
Poster
None
Computational Depth Predicts Quantization Sensitivity in Multimodal Models
Dongnan Gui ⋅ Ruizhe Wang
[ OpenReview] 
Poster
None
SwitchLingua V2: Agent-Driven Code-Switching via Digital Clones
Peng Xie ⋅ Yequan Bie ⋅ Jianda Mao ⋅ Hao CHEN ⋅ Yangqiu Song ⋅ Kani Chen
[ OpenReview] 
Poster
None
BayesAT: Bayes-Guided Progressive Distillation for Semi-Supervised Adversarial Training
Yimo Guo ⋅ Lilin Zhang ⋅ Li Penglin ⋅ Jinhui Hao ⋅ Xianggen Liu
[ OpenReview] 
Poster
None
VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding
He Haichen ⋅ Jiayi Zhou ⋅ Sifeng SHANG ⋅ Yihan Hu ⋅ Yuanhan Zhang ⋅ Kaiyang Zhou
[ OpenReview] 
Poster
None
SapiensID 2.0: Aligning Human Recognition Foundation Models with Human Perception
Yiyang Su ⋅ Jie Zhu ⋅ Feng Liu ⋅ Anil Jain ⋅ Xiaoming Liu
[ OpenReview] 
Poster
None
Inverse Modeling of Neural Recordings via Differentiable Biophysical Simulation
Frithjof Gressmann ⋅ Ngoc H Pham ⋅ Lawrence Rauchwerger
[ OpenReview] 
Poster
None
Efficient Analytic Uncertainty Quantification for Multimodal Regression
Kun Jin ⋅ James Harrison ⋅ Jiawei Li ⋅ Sihan Liu ⋅ Jiayi Liu ⋅ Randy Linderman ⋅ Yuening Li ⋅ Arnab Bhadury ⋅ Sourabh P Bansod ⋅ Liang Liu ⋅ Jasper Snoek
[ OpenReview] 
Poster
None
DialBandit: Adaptive Sequential Search with Tunable Evaluation Fidelity
Jianping Huang ⋅ Xiang Liu ⋅ Feng Shan
[ OpenReview] 
Poster
None
DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents
Sirui Hong ⋅ Liuzhijie ⋅ Tengfei Li ⋅ Wei Tao ⋅ Yifan Wu ⋅ Chenglin Wu
[ OpenReview] 
Poster
None
Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?
Jiale Liu ⋅ Huajun Xi ⋅ Shaokun Zhang ⋅ Yifan Zeng ⋅ Tianwei Yue ⋅ Chi Wang ⋅ Jian Kang ⋅ Huazheng Wang ⋅ Qingyun Wu
[ OpenReview] 
Poster
None
Towards Scalable Data Diversification for Language Model Pretraining via Leverage Score Sampling
Zailin Ma ⋅ Quzhe Huang ⋅ Yujun Li ⋅ Congyuan Rao ⋅ Yaodong Yang
[ OpenReview] 
Poster
None
VVTRec: Radio Interferometric Reconstruction through Visual and Textual Modality Enrichment
Kai Cheng ⋅ Ruoqi Wang ⋅ Qiong Luo
[ OpenReview] 
Poster
None
DiT4DiT: Jointly Modeling Video Dynamics and Actions for Generalizable Robot Control
Teli Ma ⋅ Jia Zheng ⋅ Zifan Wang ⋅ Chunli Jiang ⋅ Andy Cui ⋅ Junwei Liang ⋅ Shuo Yang
[ OpenReview] 
Poster
None
Dynamic k-center clustering with lifetimes
Simone Moretti ⋅ Paolo Pellizzoni ⋅ Andrea Pietracaprina ⋅ Geppino Pucci
[ OpenReview] 
Poster
None
Feedback Forensics: A Toolkit to Measure AI Personality
Arduin Findeis ⋅ Timo Kaufmann ⋅ Eyke Hüllermeier ⋅ Robert Mullins
[ OpenReview] 
Poster
None
CoPE-VideoLM: Leveraging Codec Primitives For Efficient Video Language Modelling
Sayan Deb Sarkar ⋅ Rémi Pautrat ⋅ Ondrej Miksik ⋅ Marc Pollefeys ⋅ Iro Armeni ⋅ Mahdi Rad ⋅ Mihai Dusmanu
[ OpenReview] 
Poster
None
REAL-MED: Benchmarking LLM Agents on Real-World Medical Tasks
Zihan Wang ⋅ yifan zhang ⋅ Jieqiong Cao ⋅ Junxiu Chen ⋅ Shanni Chen ⋅ ChaoGao ⋅ Hao Wang ⋅ Shi Feng ⋅ Xiaocui Yang ⋅ Jinghao Lin ⋅ Kai WU ⋅ Xiaozhong Ji ⋅ Haihua Yang
[ OpenReview] 
Poster
None
Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation
Junwei Zhou ⋅ Yu-Wing Tai
[ OpenReview] 
Poster
None
Payoff-Only Learning in Games via Best-Response Differential Inclusions
Ismail Hassan ⋅ Pedro G Lind ⋅ Anis Yazidi
[ OpenReview] 
Poster
None
Are Your Reasoning Models Reasoning or Guessing? A Mechanistic Analysis of Hierarchical Reasoning Models
Zirui Ren ⋅ Ziming Liu
[ OpenReview] 
Poster
None
PHIONet: Port Hamiltonian Inertial Odometry Network
Hechuan Shen ⋅ Jian Zhang ⋅ Yingmin Liang
[ OpenReview] 
Poster
None
Agentick: A Unified Benchmark for General Sequential Decision-Making Agents
Roger Creus Castanyer ⋅ Pablo Samuel Castro ⋅ Glen Berseth
[ OpenReview] 
Poster
None
Beyond Adjacent Layers: Graph-Guided Layer Fusion for Compressing Large Language Models
Muhammad Usama ⋅ Summer Y Jung
[ OpenReview] 
Poster
None
Distill to Think, Foresee to Act: Cognitive-Physical Reinforcement Learning for Autonomous Driving
Yang Wu ⋅ Qiang Meng ⋅ Zhaojiang Liu ⋅ Youquan Liu ⋅ Jian Yang ⋅ Jin Xie
[ OpenReview] 
Poster
None
SAFE-FEC: Semantically Constrained Adversarial Frontier Evolution for Factual Error Correction
Lei Zhu ⋅ Xiaobao Wang ⋅ Jianbiao Yang ⋅ Chenyang Wang ⋅ Longbiao Wang ⋅ Jianwu Dang
[ OpenReview] 
Poster
None
DACE: Diversity-Driven Adversarial Co-Evolution for Robust LLM Safety Alignment
Peng Yu ⋅ Xiaoyu Wen ⋅ Zhida He ⋅ Ziyuan Zhou ⋅ Han Qi ⋅ Shao Zhang ⋅ Qiaosheng Zhang ⋅ Ying Wen ⋅ Chaochao Lu
[ OpenReview] 
Poster
None
Locating and Repairing Domain Shift in VLM Trajectory Planning
Zhihong Cui ⋅ Hengyu Liu ⋅ Michael A. Riegler ⋅ Guandong Xu ⋅ Amir Taherkordi ⋅ Tor Skeie
[ OpenReview] 
Poster
None
Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models
Duc Anh Nguyen ⋅ Tien N Luu ⋅ Tung Pham ⋅ Toan Tran
[ OpenReview] 
Poster
None
GeoReason: Bridging Logical Reasoning and Spatial Fidelity in Remote Sensing Segmentation
Cheng Fan ⋅ Han Wu ⋅ Tingzhang Luo ⋅ Minjing Dong ⋅ Yehui Tang ⋅ Jianyuan Guo
[ OpenReview] 
Poster
None
Information bottleneck dynamics during learning across artificial and biological neural systems
Nikita Pospelov ⋅ Olga Ivashkina ⋅ Plusnin Viktor ⋅ Olga Rogozhnikova ⋅ Anna Ivanova ⋅ Ksenia Toropova ⋅ Konstantin Anokhin
[ OpenReview] 
Poster
None
DEFT: Disentanglement-Enhanced Fine-Tuning for EEG Foundation Models
Yuqiu Deng ⋅ Muyun Jiang ⋅ Zongpeng Zhang ⋅ Mingqing Xiao ⋅ Yansen Wang ⋅ Peiliang Gong ⋅ XINLIANG ZHOU ⋅ Yi Ding ⋅ Ziyu Jia ⋅ Cuntai Guan ⋅ Chenyu Liu
[ OpenReview] 
Poster
None
Learning Deployable Causal Action Geometry under Temporal Non-Stationarity
Changjian Liu ⋅ Tianyu Wang ⋅ Yuwei Xu ⋅ Xiaoxuan Deng ⋅ Zhilin Zhang ⋅ Yong Gao ⋅ Chuan Yu ⋅ Jian Xu ⋅ Bo Zheng
[ OpenReview] 
Poster
None
CompJudge: Fine-Grained Comparative Evaluation using Multimodal LLM for Subject-Driven Generation
Nam Hyeon-Woo ⋅ Wenbin Ouyang ⋅ Ciprian A Corneanu
[ OpenReview] 
Poster
None
MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
Honglin Lin ⋅ Zheng Liu ⋅ Yun Zhu ⋅ Chonghan Qin ⋅ Juekai Lin ⋅ Xiaoran Shang ⋅ Conghui He ⋅ Bin CUI ⋅ Wentao Zhang ⋅ Lijun Wu
[ OpenReview] 
Poster
None
HeMeR: Heterogeneous Memory Reconciliation for Embodied Agents via Structured KV Reuse
Saehun Chun ⋅ Wonje Choi ⋅ Jinwoo Jang ⋅ TaeYoon Kwack ⋅ Honguk Woo
[ OpenReview] 
Poster
None
Bifurcation Models: Learning Set-Valued Solution Maps with Weight-Tied Dynamics
Caleb Jore ⋅ Jialin Liu
[ OpenReview] 
Poster
None
Rethinking On-Policy Self-Distillation for Thinking Models
Simran Kaur ⋅ Narutatsu Ri ⋅ Yinghui He ⋅ Liam H Fowl ⋅ Sanjeev Arora
[ OpenReview] 
Poster
None
GenScale: A Benchmark for Relative Object Scale in Image Generation and Editing
Lingxiao Li ⋅ Max Whitton ⋅ Ledell Wu ⋅ Boqing Gong
[ OpenReview] 
Poster
None
Discrete Diffusion Playground: A 2D Benchmark for Discrete Generative Models
Justin Shao ⋅ Sihyun Park ⋅ David Koes ⋅ Maria Chikina
[ OpenReview] 
Poster
None
LEAF: Language-EEG Aligned Foundation Model for Brain-Computer Interfaces
Muyun Jiang ⋅ Shuailei Zhang ⋅ Zhenjie Yang ⋅ Wu Mengjun ⋅ Wei Zhang ⋅ Weibang Jiang ⋅ Chenyu Liu ⋅ Zhiwei Guo ⋅ Rui Liu ⋅ Shangen Zhang ⋅ Yong Li ⋅ Yi Ding ⋅ Cuntai Guan
[ OpenReview] 
Poster
None
DocPTBench: Benchmarking End-to-End Photographed Document Parsing and Translation
Yongkun Du ⋅ Pinxuan Chen ⋅ Xuye Ying ⋅ Zhineng Chen
[ OpenReview] 
Poster
None
Real In, Real Out: What If We Only Use Real Data for Scene Text Editing?
Xingsong Ye ⋅ Yongkun Du ⋅ Jiaxin Zhang ⋅ Chong Sun ⋅ Zhineng Chen
[ OpenReview] 
Poster
None
Reversing the Roles of Signal and Noise: Modeling Noise in Astronomical Images without Paired Data
Drew Tufto ⋅ Daniel Muthukrishna
[ OpenReview] 
Poster
None
Learning What's Real: Disentangling Signals and Measurement Artifacts in Multi-Sensor Data, with Applications to Astrophysics
Pablo Mercader-Perez ⋅ Carolina Cuesta Lazaro ⋅ Daniel Muthukrishna ⋅ Jeroen Audenaert ⋅ V Villar ⋅ David W Hogg ⋅ Marc Huertas-Company ⋅ Bill Freeman
[ OpenReview] 
Poster
None
Atoms and Pivot Based Correlation Clustering
David R Lolck ⋅ Mikkel Thorup ⋅ Shuyi Yan
[ OpenReview] 
Poster
None
PhyTS: A Benchmark for Scientific Time Series
Benedict Armstrong ⋅ Jeroen Audenaert ⋅ Hannah P Binney ⋅ Alice Cheng ⋅ Maarten De Vos ⋅ Luis F Domingues ⋅ Allison Eto ⋅ Mary Feliz ⋅ Joseph Formaggio ⋅ Jessica Fry ⋅ Philip Harris ⋅ Ilay Kamai ⋅ Erik Katsavounidis ⋅ Mykyta Kliapets ⋅ Konstantinos Kontras ⋅ Aobo Li ⋅ Paul Liang ⋅ Daniel Muthukrishna ⋅ Christina Reissel ⋅ Daniela Rus ⋅ T. Konstantin Rusch ⋅ Avi Shporer ⋅ Penny L Slocum ⋅ Talia E Weiss ⋅ Lindley Winslow ⋅ Kyungseop Yoon
[ OpenReview] 
Poster
None
PhysEval.Weather: An Evaluation Framework for Physical Consistency in ML Weather Models
Emma Kasteleyn ⋅ Timo Maier ⋅ Axel Lauer ⋅ Veronika Eyring ⋅ Pierre Gentine ⋅ Ana Lucic
[ OpenReview] 
Poster
None
MatchEx: Model-Level GNN Explanations with Multi-Granular Insights
Sayan Saha ⋅ Sanghamitra Bandyopadhyay
Poster
None
Exploration via Exploitation: The Blessing of Reward Diversity in Personalized Federated RL
Jiin Woo ⋅ Gauri Joshi ⋅ Yuejie Chi
[ OpenReview] 
Poster
None
Fluxtrapolation: A benchmark on extrapolating ecosystem fluxes
Anya Fries ⋅ Jacob A Nelson ⋅ Martin Jung ⋅ Markus Reichstein ⋅ Jonas Peters
[ OpenReview] 
Poster
None
More Is Not More: What Matters for Diversity in LLM Opinions？
Qiyang Yao
[ OpenReview] 
Poster
None
Federate the Router: Learning Language Model Routers with Sparse and Decentralized Evaluations
Baris Askin ⋅ Shivam Patel ⋅ Anupam Nayak ⋅ Andrea Vigano ⋅ Jiin Woo ⋅ Gauri Joshi ⋅ Carlee Joe-Wong
[ OpenReview] 
Poster
None
S$^2$-RL: Sample-Set Dual Reinforcement Learning for Generative Semantic Segmentation Dataset Distillation
Haoyu Wang ⋅ Fei Zhou ⋅ Qingqing Qiu ⋅ Lei Zhang ⋅ Wei Wei ⋅ Chen Ding
[ OpenReview] 
Poster
None
How does RL Post-training Induce Skill Composition? A Case Study on Countdown
Simon Park ⋅ Simran Kaur ⋅ Sanjeev Arora
[ OpenReview] 
Poster
None
Causally Structured Differential Network Modeling for Single-Cell Perturbation Prediction
Jiayi Dong ⋅ Xinyue Gu ⋅ Fei Wang
[ OpenReview] 
Poster
None
ELMA: Benchmarking Anaphoric Compositions for Long-Term Text-to-Motion Generation
Shun Kato ⋅ Dixin Yang ⋅ Kotaro Amaya ⋅ Yuiga Wada ⋅ Kazumi Fukuda ⋅ Takashi Shibuya ⋅ Yuki Mitsufuji ⋅ Mariko Isogawa
[ OpenReview] 
Poster
None
Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
Raghav Singhal ⋅ Kaustubh Ponkshe ⋅ Rohit Vartak ⋅ Lav Varshney ⋅ Praneeth Vepakomma
Poster
None
Walking Through 3D Spaces: Spatial Routing for Referring 3D Gaussian Splatting Segmentation
Peilin Ji ⋅ Changshuo Wang ⋅ Yong Zhang ⋅ Shuting He
[ OpenReview] 
Poster
None
REFLEX: RNA Ensemble Generation via Flexibility-Calibrated Stochastic Bridge
Wanli Ma ⋅ Tianmeng Hu ⋅ Ke Li
[ OpenReview] 
Poster
None
How Does Personalized Memory Shape LLM Behavior? Benchmarking Rational Preference Utilization in Personalized Assistants
Xueyang Feng ⋅ Weinan Gan ⋅ Xu Chen ⋅ Quanyu Dai ⋅ Yong Liu
[ OpenReview] 
Poster
None
Stein Kernelized Molecular Dynamics for Active Learning of Interatomic Potentials
Joanna Zou ⋅ Fraser Birks ⋅ Dallas Foster ⋅ Youssef Marzouk
[ OpenReview] 
Poster
None
Signal-Adaptive Trust Regions for Gradient-Free Optimization of Recurrent Spiking Neural Networks
Jinhao Li ⋅ Yuhao Sun ⋅ Zhiyuan Ma ⋅ Hao He ⋅ Xinche Zhang ⋅ Xing Chen ⋅ Li Jin ⋅ Sen Song
[ OpenReview] 
Poster
None
Zero-Shot Burst Restoration via Diffusion MAP Inference with Poisson-Gaussian Noise Likelihood
Ziyao Yi ⋅ Luca Savant Aira ⋅ Diego Valsesia ⋅ Tiziano Bianchi ⋅ Enrico Magli
[ OpenReview] 
Poster
None
CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets
Berke Arda ⋅ Mubashara Akhtar ⋅ Ahmetcan Yavuz ⋅ Paul Gerry ⋅ Sebastian Lobentanzer ⋅ Nobin Sarwar ⋅ Joan Giner-Miguelez ⋅ Kongtao Chen ⋅ Luyao Zhang ⋅ Mrinmaya Sachan
[ OpenReview] 
Poster
None
SPRING: Solver-guided Process Rewards for Novel Logical Reasoning Steps Generation
Muhammad A Ali ⋅ Mohammad Raza ⋅ Wenqing Wang ⋅ Huan Wang
[ OpenReview] 
Poster
None
Mutual Predictability Decomposition: Learning Interpretable Cross-Set Structure via Bi-Directional Prediction
Zixi Qin ⋅ Wanqing Li ⋅ Yuanhao Zhuo ⋅ Guoxin Su
[ OpenReview] 
Poster
None
Flow Matching Policy Optimization with Mirror Descent and Entropy Constraints
Ting Gao ⋅ Stavros Orfanoudakis ⋅ Nan Lin ⋅ Winnie Daamen ⋅ Serge Hoogendoorn ⋅ Elvin Isufi
[ OpenReview] 
Poster
None
MetaLoop: Benchmarking the Full Metacognitive Loop in LLMs
Nora Petrova ⋅ John Burden ⋅ Jerome Wynne
[ OpenReview] 
Poster
None
Beyond Copy-Paste: How Well Do Subject-Driven Video Models Understand Their Subjects?
Zun Wang ⋅ Kenan Deng ⋅ Daniel Blackburn ⋅ Linlin Lu ⋅ Junbang Liang ⋅ Yu Lou ⋅ Mohit Bansal ⋅ Shan Yang
[ OpenReview] 
Poster
None
Punctuation-aware Hybrid Trainable Sparse Attention for Large Language Models
Junxiang Qiu ⋅ Shuo Wang ⋅ Zhengsu Chen ⋅ Hengheng Zhang ⋅ Jinda Lu ⋅ Changcheng Li ⋅ Xinting Hu ⋅ Qi Tian
[ OpenReview] 
Poster
None
V-CAST: Video Curvature-Aware Spatio-Temporal Pruning for Efficient Video Large Language Models
Xinying Lin ⋅ Xuyang Liu ⋅ Yiyu Wang ⋅ Teng Ma ⋅ Jiasheng Li ⋅ Zichen Wen ⋅ Wenqi Ren
[ OpenReview] 
Poster
None
CyBiasBench: Benchmarking Bias in LLM Agents for Cyber-Attack Scenarios
Taein Lim ⋅ Seongyong Ju ⋅ Munhyeok Kim ⋅ Hyunjun Kim ⋅ Hoki Kim
[ OpenReview] 
Poster
None
Offline Preference-Based Trajectory Evaluation
Fernando Diaz
[ OpenReview] 
Poster
None
SePO: Self-Evolving Prompt Agent for System Prompt Optimization
Wangcheng Tao ⋅ Han Wu ⋅ Weng-Fai Wong
[ OpenReview] 
Poster
None
TraceSim: A Generative Simulator and Benchmark for Joint scRNA-seq and Lineage Tracing
Mehrshad Sadria ⋅ Katsuki Fujisawa ⋅ Xun Shen
[ OpenReview] 
Poster
None
Measuring and Mitigating the Distributional Gap Between Real and Simulated User Behaviors
Shuhaib Mehri ⋅ Philippe Laban ⋅ Sumuk Shashidhar ⋅ Marwa Abdulhai ⋅ Sergey Levine ⋅ Michel Galley ⋅ Dilek Hakkani-Tur
[ OpenReview] 
Poster
None
BioSafetyBench: Agentic Cascade Evaluation for the Bio-AI Ecosystem
Yang Cao ⋅ Xiaogeng Liu ⋅ Shengchao Liu ⋅ Chaowei Xiao
[ OpenReview] 
Poster
None
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning
Xiaogeng Liu ⋅ Xinyan Wang ⋅ Yingzi Ma ⋅ Yechao Zhang ⋅ Chaowei Xiao
[ OpenReview] 
Poster
None
DriveStreamBench: Evaluating User-Conditioned Watch-and-Notify in Streaming Driving Video
Yi Wang ⋅ Xin Zhao ⋅ Tian Meng ⋅ Rui Dai ⋅ Chi Zhang ⋅ Cui Tang ⋅ Bingzheng Liu ⋅ Fucheng Wang ⋅ Haopeng Zhang ⋅ Ruidong Ding ⋅ Yang Li ⋅ Kaikui Liu ⋅ Xiangxiang Chu
[ OpenReview] 
Poster
None
Agent MechSuits : Mechanistic Subspace Safety Steering for Multi-Turn CLI Agents
Weidi Luo ⋅ Qiming Zhang ⋅ Mingyu Jin ⋅ Jie Cai ⋅ Yihao Quan ⋅ Chaowei Xiao ⋅ Jingcheng Niu ⋅ Zhen Xiang
[ OpenReview] 
Poster
None
MaskForge: Structure-Aware Adaptive Attacks for Jailbreaking Diffusion Large Language Models
Yingzi Ma ⋅ Zhengyue Zhao ⋅ Xiaogeng Liu ⋅ Minhui Xue ⋅ Yue Zhao ⋅ Chaowei Xiao
[ OpenReview] 
Poster
None
Convex Compositional Reasoning Models
Meir Roketlishvili ⋅ Semyon Semenov ⋅ Maksim Bobrin ⋅ Viktor Kovalchuk ⋅ Albert Baichorov ⋅ Abduragim Shtanchaev ⋅ Fakhri Karray ⋅ Dmitry V. Dylov ⋅ Martin Takac ⋅ Arip Asadulaev
[ OpenReview] 
Poster
None
FlyAOC: Evaluating Agentic Ontology Curation of Drosophila Scientific Knowledge Bases
Xingjian Zhang ⋅ Sophia Moylan ⋅ Ziyang Xiong ⋅ Qiaozhu Mei ⋅ Yichen Luo ⋅ Jiaqi Ma
[ OpenReview] 
Poster
None
InfCoiL: Coordinated Planner-Controller Learning for Closed-Loop Physics-Based Human-Object Interaction
Yude Zou ⋅ Yifei Yao ⋅ Yiwei Hao ⋅ Hanqing Wang ⋅ Xing Gao
[ OpenReview] 
Poster
None
MosaicMRI: A Diverse Dataset and Benchmark for Raw Musculoskeletal MRI
Paula Arguello ⋅ Berk Tinaz ⋅ Mohammad Shahab Sepehri ⋅ Maryam Soltanolkotabi ⋅ Mahdi Soltanolkotabi
[ OpenReview] 
Poster
None
TurtLES: A Large-Scale Benchmark for Turbulent 3D Neural PDE Surrogates
Jarno Platenburg ⋅ Armand Kassaï Koupaï ⋅ Paola Cinnella ⋅ Patrick Gallinari
[ OpenReview] 
Poster
None
From Facts to Personas: Interpretable Role Unlearning in LLMs via Mixture-of-Experts
Ruihong Zeng ⋅ Puning Yang ⋅ Jinghui Zhang ⋅ Shen Gao ⋅ Xiangliang Zhang ⋅ Preslav Nakov ⋅ Xiuying Chen
[ OpenReview] 
Poster
None
NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces
Konstantinos Kontras ⋅ Trui Osselaer ⋅ Stylianos G Mouslech ⋅ Angeliki-Ilektra Karaiskou ⋅ Guido Gagliardi ⋅ Thomas Strypsteen ⋅ Mohammad H Badiei ⋅ Anku Rani ⋅ Maarten Vanmarcke ⋅ Miguel Bhagubai ⋅ Chanakya Ekbote ⋅ Jaedong Hwang ⋅ Christos Chatzichristos ⋅ Paul Liang ⋅ Maarten De Vos
[ OpenReview] 
Poster
None
MapShift: Controlled Post-Intervention Evaluation for Embodied World Models
Aarav Sinha
[ OpenReview] 
Poster
None
Where Tabular Foundation Models Falter on Genetic Data: Datasets That Expose and Provide a Path to Address the Gap
ANIRBAN DAS ⋅ Yan Cui
[ OpenReview] 
Poster
None
What, Where, and Boundary: Hierarchical Cognitive Decomposition for Echocardiography Video Segmentation
Long Zheng ⋅ Zhi Li ⋅ Weidong Wang ⋅ Chenxi Zhu ⋅ Zhenyu Dai ⋅ Minyi Guo
[ OpenReview] 
Poster
None
VideoSleuth: A Narrative-Centric Agentic System with Video-Audio Native MLLM for Long-Form Video Understanding
Conglin Li ⋅ Yang Li ⋅ Qi Zhang ⋅ Guanhua Chen ⋅ Yun Chen ⋅ Weifeng Ge
[ OpenReview] 
Poster
None
Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security
Devina Jain ⋅ David Hartmann ⋅ Chuan Li
[ OpenReview] 
Poster
None
When Copying Is Hard: Copy-Constrained Decoding for Exact Span Reproduction
Jinghui Zhang ⋅ Lang Gao ⋅ Zongfang Liu ⋅ Ruihong Zeng ⋅ Zirui Song ⋅ Rui Yan ⋅ Kentaro Inui ⋅ Xiuying Chen
[ OpenReview] 
Poster
None
Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models
Julian Skirzynski ⋅ Harry Cheon ⋅ Shreyas Kadekodi ⋅ Meredith Stewart ⋅ Berk Ustun
[ OpenReview] 
Poster
None
Fast Organic Crystal Structure Prediction with Unit Cell Flow Matching
Alston Lo ⋅ Luka Mucko ⋅ Austin Cheng ⋅ Andy Cai ⋅ Alastair J Price ⋅ Wojciech Matusik ⋅ Alan Aspuru-Guzik
[ OpenReview] 
Poster
None
Learning Agentic Policy from Action Guidance
Yuxiang Ji ⋅ Zengbin Wang ⋅ Yong Wang ⋅ Yang ⋅ Ziyu Ma ⋅ Guanhua Chen ⋅ Zonghua Sun ⋅ Liaoni Wu ⋅ Xiangxiang Chu
[ OpenReview] 
Poster
None
ProcObject-10K: Benchmarking Object-Centric Procedural Understanding in Instructional Videos
Wenliang Guo ⋅ Yu Kong
[ OpenReview] 
Poster
None
Calibrated Safe Policy Improvement for Continuous Offline Reinforcement Learning
Federico Bianchi ⋅ Alessandro Farinelli ⋅ Alberto Castellini
[ OpenReview] 
Poster
None
Gender Artifacts from Art History to Text-to-Image Generation
Piera Riccio ⋅ Miriam Doh ⋅ Benedikt Höltgen ⋅ Noa Garcia ⋅ Nanne van Noord
[ OpenReview] 
Poster
None
Instantiation of Human Values in Image Generation
Maria Teresa De Rosa Palmini ⋅ Piera Riccio ⋅ Noa Garcia ⋅ Eva Cetinic
[ OpenReview] 
Poster
None
Preference Conditioned Multi-Objective Reinforcement Learning: Decomposed, Diversity-Driven Policy Optimization
Tanmay Ambadkar ⋅ Sourav Panda ⋅ Shreyash Kale ⋅ Jonathan Dodge ⋅ Abhinav Verma
[ OpenReview] 
Poster
None
CausalTab: Pretraining Across Causal Environments for Tabular Causal Discovery
Zi-Rong Li ⋅ Si-Yang Liu ⋅ Tian-Zuo Wang ⋅ Han-Jia Ye
[ OpenReview] 
Poster
None
EDISCO: Equivariant Discrete Diffusion for Euclidean Combinatorial Optimization
Ruogu Chen ⋅ Jie Han
[ OpenReview] 
Poster
None
Beyond Family Labels: A Taxonomic Ornstein-Uhlenbeck Prior for Avian 3D Shape Recovery
Yunchan Jeon ⋅ SOO GON KIM ⋅ Seungwook Kim ⋅ CheolWon Lee ⋅ Jongmin Lee
[ OpenReview] 
Poster
None
FAME: Forecasting Academic Impact via Continuous-Time Manifold Evolution
Jianrong Ding ⋅ Jianyuan Zhong ⋅ Zhengyan Shi ⋅ Qiang Xu
[ OpenReview] 
Poster
None
Selective Rollout: Mid-Trajectory Termination for Multi-Sample Agent RL
Zhiyuan Zhai ⋅ Xin Wang
[ OpenReview] 
Poster
None
Massively Parallel Exact Inference for Hawkes Processes
Ahmer Raza ⋅ Dane H Smith
[ OpenReview] 
Poster
None
DEBATE: A Large-Scale Benchmark for Evaluating Opinion Dynamics in Role-Playing LLM Agents
Yun-Shiuan Chuang ⋅ Ruixuan Tu ⋅ Chengtao Dai ⋅ You Li ⋅ Binwei Yao ⋅ Michael Tessler ⋅ Sijia Yang ⋅ Dhavan Shah ⋅ Robert Hawkins ⋅ Junjie Hu ⋅ Timothy T Rogers
[ OpenReview] 
Poster
None
SALT: When More Rollouts Don’t Help in Group-Based Policy Optimization and How to Make Them Matter
Powei Chang ⋅ Jinpeng Zhang ⋅ Chaoqun Sun ⋅ MiniWell Tsao ⋅ Lianrui Li ⋅ JianXiang Xiang ⋅ Chenyu Wang ⋅ Yukang Gao ⋅ Dongying kong
[ OpenReview] 
Poster
None
How Hard Is It for Message-Passing GNNs to Simulate One Weisfeiler-Lehman Color-Refinement Step?
Guanyu Cui ⋅ Yuhe Guo ⋅ Zhewei Wei ⋅ Hsin-Hao Su
[ OpenReview] 
Poster
None
MANGO:Multi-Angle Neural Gated Operators for Chirp-Perturbed PDEs
Yunlong Zhu ⋅ Zunwei Fu ⋅ Zheng Wang ⋅ EUN-HU KIM
[ OpenReview] 
Poster
None
ORCA: Orthogonal Residual Consensus Alignment for Multi-View Clustering
Xiaojian Ding ⋅ Xian Li ⋅ Xiaoying Zhu ⋅ Lin Zhao ⋅ Kaixiang Wang
[ OpenReview] 
Poster
None
Positional versus Symbolic Attention Heads: Learning Dynamics, RoPE Geometry, and Length Generalization
Felipe Urrutia ⋅ Juan J Alegría ⋅ Cinthia Sánchez ⋅ Jorge Salas ⋅ Cristian Buc Calderon ⋅ Cristobal Rojas
[ OpenReview] 
Poster
None
Is $\sqrt{d}$ Separation Necessary for Gradient EM to Learn Gaussian Mixtures in High Dimensions?
Yiran Zhang ⋅ Mo Zhou ⋅ Weihang Xu ⋅ Maryam Fazel ⋅ Simon Du
[ OpenReview] 
Poster
None
TALK: One-Shot Batch Design for Protein Variant Effect Prediction
qiao huang ⋅ Ao Shen ⋅ Jie Du ⋅ Manning Wang
[ OpenReview] 
Poster
None
The Quiet Prompt: Erasing Ineffable Styles from Diffusion Models via Concept Leakage-aware Negative Guidance
Kiyun Park ⋅ Min Hee Cha ⋅ Hyeok Nam ⋅ Jae Hyeon Park ⋅ Seonho Lee ⋅ Jua Han ⋅ Hyunse Lee ⋅ Sung In Cho
[ OpenReview] 
Poster
None
The Communication Bottleneck: A Round-Trip Study of Compositional Serialization in Language Models
Xavier Suau ⋅ Alex Ferrando ⋅ Luca Zappella ⋅ Samy Bengio
[ OpenReview] 
Poster
None
BraveATA: Benchmarking Broad and Verifiable End-to-End Automated Theoretical Analysis of Large Language Models
Dingzirui Wang ⋅ Xuanliang Zhang ⋅ Keyan Xu ⋅ Qingfu Zhu ⋅ Wanxiang Che
[ OpenReview] 
Poster
None
SafeDrug: A Benchmark Dataset for Safety-Critical Pharmacological Reasoning in LLMs
Tengfei Ma ⋅ Yushan Yang ⋅ HOU Jiahao ⋅ Yujie Chen ⋅ Guanghui Ye ⋅ Xuanbai Ren ⋅ Yiping Liu ⋅ Bosheng Song ⋅ xiangxiang Zeng
[ OpenReview] 
Poster
None
BehaviorBench: Modeling Real-World User Decisions from Behavioral Traces
Liangwei Yang ⋅ Jielin Qiu ⋅ Zixiang Chen ⋅ Ming Zhu ⋅ Juntao Tan ⋅ Zhiwei Liu ⋅ Wenting Zhao ⋅ Zhujun Lan ⋅ Akshara Prabhakar ⋅ Silvio Savarese ⋅ Huan Wang ⋅ Shelby Heinecke
[ OpenReview] 
Poster
None
Online Differentially Private Consistent Clustering
Edith Cohen ⋅ Vadym Doroshenko ⋅ Badih Ghazi ⋅ Pritish Kamath ⋅ Alexander Knop ⋅ Ravi Kumar ⋅ Ethan Leeman ⋅ Pasin Manurangsi ⋅ Adam Sealfon ⋅ Marika Swanberg
[ OpenReview] 
Poster
None
Beyond Interpretability: When, Why, and How Sparse Autoencoders Enable Label-Free Visual Steering
Gerasimos Chatzoudis ⋅ Zhuowei Li ⋅ Gemma Moran ⋅ Hao Wang ⋅ Dimitris Metaxas
[ OpenReview] 
Poster
None
MMLongCite: A Benchmark for Evaluating Faithfulness of Long-Context Vision-Language Models
Keyan Zhou ⋅ Zecheng Tang ⋅ Lingfeng Ming ⋅ Qiguang Chen ⋅ WangJie You ⋅ Guanghao Zhou ⋅ Dan Qiao ⋅ Zheming Yang ⋅ Libo Qin ⋅ Minghui Qiu ⋅ Juntao Li ⋅ Min zhang
[ OpenReview] 
Poster
None
BioXArena: Benchmarking LLM Agents on Multi-Modal Biomedical Machine Learning Tasks
Longkang Li ⋅ Duzhen Zhang ⋅ Xingbo Du ⋅ Leonard Song ⋅ Zixiao Wang ⋅ Assanali Aukenov ⋅ Noel Thomas ⋅ Shakhnazar Sailaukan ⋅ Yonghan Yang ⋅ Feilong Chen ⋅ Jiahua Dong ⋅ Kun Zhang ⋅ Bin Zhang ⋅ Le Song
[ OpenReview] 
Poster
None
Measuring Collapse and Correction in Homogeneous-Panel LLM Debate
Xin Li ⋅ Mengbing Liu ⋅ Chau Yuen
[ OpenReview] 
Poster
None
Beyond Selection: Token Parameterization for Extreme Visual Token Compression
Rui Zhong ⋅ YU LI ⋅ Zheyu Yan ⋅ Cheng Zhuo
[ OpenReview] 
Poster
None
Physics Unrolled Neural Operator for Wireless Field Modeling
Rafid U Murshed ⋅ Saif U Rahman ⋅ Mingyue Tang ⋅ Elahe Soltanaghai
[ OpenReview] 
Poster
None
SOC-ICNN: From Polyhedral to Conic Geometry for Learning Convex Surrogate Functions
Kang Liu ⋅ Jianchen Hu ⋅ Wei Peng
[ OpenReview] 
Poster
None
Omni-Safety under Cross-Modality Conflict: Vulnerabilities, Dynamic Mechanisms and Efficient Alignment
Kun Wang ⋅ Zherui Li ⋅ Zhenhong Zhou ⋅ Jie Zhang ⋅ Yitong Zhang ⋅ Yan Mi ⋅ Kun Yang ⋅ Yiming Zhang ⋅ Zhongxiang Sun ⋅ Qiankun Li ⋅ Yang Liu
[ OpenReview] 
Poster
None
EvoCodeBench: Evaluating Coding Agents in Multi-Turn Iterative Interactions
Haiyang SHEN ⋅ Xuanzhong Chen ⋅ Wendong XU ⋅ Yun Ma ⋅ Liang Chen ⋅ Kuan Li
[ OpenReview] 
Poster
None
Uniform Spectral Growth under Factor-wise Muon Orthogonalization in Matrix Factorization and LoRA
Changmin Kang ⋅ Jihun Yun ⋅ Baekrok Shin ⋅ Yeseul Cho ⋅ Chulhee Yun
[ OpenReview] 
Poster
None
Cross-Cell-Line Perturbation Prediction Needs Controls
Xingyu Fan ⋅ Jinghao Wang ⋅ kim hsieh ⋅ Chunbin Gu ⋅ Pheng-Ann Heng
[ OpenReview] 
Poster
None
AMUSE: Anytime Muon with Stable Gradient Evaluation
Jueun Kim ⋅ Baekrok Shin ⋅ Jihun Yun ⋅ Beomhan Baek ⋅ Minhak Song ⋅ Chulhee Yun
[ OpenReview] 
Poster
None
USAD: Uncertainty-aware Statistical Adversarial Detection
Zhijian Zhou ⋅ Xunye Tian ⋅ Jiacheng Zhang ⋅ Zesheng Ye ⋅ Yiyi Guo ⋅ Donghao Zhang ⋅ Liuhua Peng ⋅ Feng Liu
[ OpenReview] 
Poster
None
Beyond Fixed Benchmarks and Worst-Case Attacks: Dynamic Boundary Evaluation for Language Models
Haoxiang Wang ⋅ Da Yu ⋅ Huishuai Zhang
[ OpenReview] 
Poster
None
What Arranges Features in Activation Space? Non-Classical Predictive Geometry in Next-Token Predictors
Adam Shai ⋅ Thomas J Elliott ⋅ Paul Riechers
[ OpenReview] 
Poster
None
Mitigating Memorization Where It Happens
Xuanqi Zhang ⋅ HaoYang Shang ⋅ Xiaoxiao Li
[ OpenReview] 
Poster
None
Learning to Recommend in Unknown Games
Arwa Alanqary ⋅ Zakaria Baba ⋅ Manxi Wu ⋅ Alexandre Bayen
[ OpenReview] 
Poster
None
MotionHalluc: Diagnosing Kinematic Hallucinations in Fine-Grained Motion Reasoning
Weile Guo ⋅ Shenghong He ⋅ Danying Mo ⋅ Chengdong Xu ⋅ Xuexun Liu ⋅ Chao Yu
[ OpenReview] 
Poster
None
Relation-Aware Graph Foundation Model
Jianxiang Yu ⋅ Jiapeng Zhu ⋅ Yibo Zhao ⋅ HAO QIAN ⋅ Ziqi Liu ⋅ Zhiqiang Zhang ⋅ Xiang Li
[ OpenReview] 
Poster
None
A Critical $\beta$-Scale for Posterior Collapse in Dirichlet $\beta$-VAEs
Delphine Doutsas ⋅ Bruno Figliuzzi
[ OpenReview] 
Poster
None
From Chats to Markets: AgenticPay for LLM-Powered Negotiation in Multi-Agent Commerce
Xianyang Liu ⋅ Shangding Gu ⋅ Fan Xu ⋅ Manxi Wu ⋅ Boyi Li ⋅ Jun Wang ⋅ Costas J Spanos ⋅ Dawn Song
[ OpenReview] 
Poster
None
EnvFaultBench: Benchmarking LLM Agents on Software Environment-Fault Troubleshooting
Siqi Zhong ⋅ Haiyang SHEN ⋅ Mugeng Liu ⋅ Chongyang Pan ⋅ Yun Ma
[ OpenReview] 
Poster
None
MahaVar: OOD Detection via Class-wise Mahalanobis Distance Variance under Neural Collapse
Dong Hwan Kim ⋅ Hyunsoo Yoon
[ OpenReview] 
Poster
None
Zero-Shot Quantization via Weight-Space Arithmetic
Daniele Solombrino ⋅ Antonio Andrea Gargiulo ⋅ Alessandro Zirilli ⋅ Luca Zhou ⋅ Robert Adrian Minut ⋅ Emanuele Rodolà
[ OpenReview] 
Poster
None
Artificial Aphasias in Lesioned Language Models
Nathan Roll ⋅ Jill Kries ⋅ Laura Gwilliams ⋅ Cory Shain
[ OpenReview] 
Poster
None
Be CARE-ful with Text-to-SQL Benchmarks
Haonan Wang ⋅ Jiaxiang Liu ⋅ Elaine Ang ⋅ Tiancheng Ge ⋅ Wanting You ⋅ Austin S Wijaya ⋅ Reya Vir ⋅ Tianle Zhou ⋅ Mihir Agarwal ⋅ Yusen Zhang ⋅ Eugene Wu
[ OpenReview] 
Poster
None
Iterative ILP with Update-Size Control for Reducing Surrogate-Task Mismatch in Bit-Width Selection
Shinya Gongyo ⋅ Ryosuke Ogasawara ⋅ Tatsuya Moe ⋅ Masafumi Mori ⋅ Yusuke Sekikawa ⋅ Mitsuru Ambai
[ OpenReview] 
Poster
None
Detect What You Need: Chain-of-Causal Reasoning for 3D Intent Grounding
Zihao Zhang ⋅ Aming WU ⋅ Yang Li ⋅ Yahong Han
[ OpenReview] 
Poster
None
AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation
Priyam Sahoo ⋅ Gaurav Mittal ⋅ Xiaomin Li ⋅ Shengjie Ma ⋅ Benjamin Steenhoek ⋅ Pingping Lin ⋅ Yu Hu
[ OpenReview] 
Poster
None
MotorSense: A Video-EMG Dataset of Motoric Representations for Action Understanding
Eadom T Dessalene ⋅ Michael Maynord ⋅ Amir Hossein Shahidzadeh ⋅ Botao He ⋅ Yasamin Tabatabaee ⋅ Ruoshi Liu ⋅ Ruohan Gao ⋅ Paul Liang ⋅ Yiannis Aloimonos
[ OpenReview] 
Poster
None
Tactile MNIST: Benchmarking Active Tactile Perception
Tim Schneider ⋅ Guillaume Duret ⋅ Cristiana de Farias ⋅ Roberto Calandra ⋅ Liming Chen ⋅ Jan Peters
[ OpenReview] 
Poster
None
RotVLA: Rotational Latent Action for Vision-Language-Action Model
Qiwei Li ⋅ Xicheng Gong ⋅ Xinghang Li ⋅ Peiyan Li ⋅ Quanyun Zhou ⋅ Hangjun Ye ⋅ Jiahuan Zhou ⋅ Yadong Mu
[ OpenReview] 
Poster
None
The Text Uncanny Valley: Non-Monotonic Performance Degradation in LLM Information Retrieval
Zekai Tong ⋅ Ruiyao Xu ⋅ Aryan Shrivastava ⋅ Chenhao Tan ⋅ Ari Holtzman
[ OpenReview] 
Poster
None
Are Multimodal Benchmarks Really Useful? Item-Level Multimodal Benchmark Diagnosis via Structure-Response Co-Calibration
Shiqi Zhang ⋅ Weixin Zeng ⋅ Ziheng Zhang ⋅ Jiuyang Tang ⋅ Xiang Zhao
[ OpenReview] 
Poster
None
LESSViT: Robust Hyperspectral Representation Learning under Spectral Configuration Shift
Haozhe Si ⋅ Yuxuan Wan ⋅ Yuqing Wang ⋅ Minh Do ⋅ Han Zhao
[ OpenReview] 
Poster
None
Scaling Multi-Teacher Distillation for Digital Pathology
Sofiène Boutaj ⋅ Pierre Marza ⋅ Varun Belagali ⋅ Dimitris Samaras ⋅ Maria Vakalopoulou ⋅ Stergios Christodoulidis
[ OpenReview] 
Poster
None
Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump Process
Minh-Quan Le ⋅ Armand Comas ⋅ Alexandros Lattas ⋅ Stylianos Moschoglou ⋅ Pedro Velez ⋅ Amit Raj ⋅ Aaron Germuth ⋅ Thabo Beeler ⋅ Dimitris Samaras ⋅ Di Qiu
[ OpenReview] 
Poster
None
IRCasDiff: Two-Stage Cascaded Diffusion for Compound Infrared Face Reconstruction
Zhiyuan Xia ⋅ Haojie Li ⋅ Yiguo Qiao ⋅ Cunjian Chen
[ OpenReview] 
Poster
None
COSMIO: A Benchmark for Cross-Survey Modality Imputation
Dichang Zhang ⋅ Yixuan Shao ⋅ Jiali Cui ⋅ Haotian Yin ⋅ Yuanpeng Liu ⋅ Jiaiq Deng ⋅ Xiang Gao ⋅ Zhiqiang Lao ⋅ Heather Yu ⋅ Simon Birrer ⋅ Dimitris Samaras
[ OpenReview] 
Poster
None
Neural Fourier Transform for Multiple Time Series Prediction
Noam Koren ⋅ Daniel Freedman ⋅ Kira Radinsky
Poster
None
Not All Instances Should Contribute Equally: Sparse Support Grounding via Unbalanced Transport for Heterogeneous MIL
Hojoon Kim ⋅ Beomgu Kang ⋅ Hyunseok Seo
[ OpenReview] 
Poster
None
Voronoi-Markov chain and spatial entropy for point pattern analysis
James C Mathews ⋅ Francisco Couzo ⋅ Aleksandr Petrov ⋅ Avijit Chatterjee ⋅ Saad Nadeem
[ OpenReview] 
Poster
None
SREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios
Jackson Clark ⋅ Yiming Su ⋅ Saad M Pial ⋅ Yifang Tian ⋅ Lily Gniedziejko ⋅ Hans Arno Jacobsen ⋅ Yinfang Chen ⋅ Tianyin Xu
[ OpenReview] 
Poster
None
AptaBench: A Benchmark for Aptamer-Small Molecule Binding
Mariia Eremeyeva ⋅ Nikita Serov
[ OpenReview] 
Poster
None
MIRA: Mutual Information guided calibration for Reliable Test-Time Adaptation
Hyeongyu Kim ⋅ Mingyeong Jang ⋅ Youngjun Song ⋅ GeonHui Han ⋅ Dosik Hwang
[ OpenReview] 
Poster
None
MPQ: A Message-Passing View of Post-Training Quantization
Yanshuo Chen ⋅ chenxi liu ⋅ Reza Shirkavand ⋅ Heng Huang
[ OpenReview] 
Poster
None
L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education
James Edgell ⋅ Matthew Kennedy ⋅ Ben Knight ⋅ Danielle Carvalho ⋅ Martin Ku ⋅ Isaac J Pattis
[ OpenReview] 
Poster
None
DressWild: Feed-Forward Pose-Agnostic Garment Sewing Pattern Generation from In-the-Wild Images
Zeng Tao ⋅ Ying Jiang ⋅ Yunuo Chen ⋅ Tianyi Xie ⋅ Huamin Wang ⋅ Ying Nian Wu ⋅ Yin Yang ⋅ Chenfanfu Jiang
[ OpenReview] 
Poster
None
BootstrapAgent: Turning Repository Setup into Reusable Agent Knowledge
Sihan Fu ⋅ Oucheng Liu ⋅ Shiyuan Wang ⋅ Jin Shi ⋅ Chengkun Wei
[ OpenReview] 
Poster
None
Narrowing the Collaboration Gap, Probably
Mirah Shi ⋅ Marcel Hussing ⋅ Natalie Collina ⋅ Ira Globus-Harris ⋅ Aaron Roth ⋅ Surbhi Goel
[ OpenReview] 
Poster
None
Learning a Task-Adaptive Low-Dimensional Semantic Space for Improved Visual Classification
Nikalal Helessage ⋅ Wanqing Li ⋅ Chris Bunn ⋅ Philip O Ogunbona
[ OpenReview] 
Poster
None
A Hierarchy of Entropy-Shapley Games for Multivariate Predictive Uncertainty
Niklas Koenen ⋅ Claudia Battistin ⋅ Jeriek Van den Abeele ⋅ Martin Jullum
[ OpenReview] 
Poster
None
Synsema: Syntax-Guided Learning of Semantically Valid Programs
Levin Winter ⋅ Cong Li ⋅ Hao Sun ⋅ Zhendong Su
[ OpenReview] 
Poster
None
A Tight Hierarchy For Chain of Thought
Thanh Le ⋅ A. Pavan ⋅ N. V. Vinodchandran
[ OpenReview] 
Poster
None
A Hebbian Recurrent Neural Network Explains the Hierarchical Geometry of Sequence Memory
Zhitao FENG ⋅ Bo Ho ⋅ Huan Luo ⋅ xiaolong zou ⋅ Yuanyuan Mi
[ OpenReview] 
Poster
None
Reduced Cost Influence Functions for Predict-then-Optimize under Noisy Data
William Zhang ⋅ Saurabh Amin ⋅ Georgia Perakis
[ OpenReview] 
Poster
None
CanvasMAR: Improving Masked Autoregressive Video Prediction With Canvas
Zian Li ⋅ Muhan Zhang
[ OpenReview] 
Poster
None
Reliable Chain-of-Thought via Prefix Consistency
Naoto Iwase ⋅ Yuki Ichihara ⋅ Mohammad Atif Quamar ⋅ Junpei Komiyama
[ OpenReview] 
Poster
None
Causal Discovery with False Positive Error Control
Erik Jahn ⋅ Venkat Chandrasekaran ⋅ Frederick Eberhardt ⋅ Leonard Schulman
[ OpenReview] 
Poster
None
The Illusion of Multi-Agent Advantage
Prathyusha Jwalapuram ⋅ Hehai Lin ⋅ Chuyuan Li ⋅ Fangkai Jiao ⋅ Sudong Wang ⋅ Yifei Ming ⋅ Zixuan Ke ⋅ Chengwei Qin ⋅ Giuseppe Carenini ⋅ Shafiq Joty
[ OpenReview] 
Poster
None
WaveGen: Truly End-to-End Waveform Generation via Internal Spectral Trajectory Learning
Sang-Hoon Lee ⋅ Ha-Yeong Choi
[ OpenReview] 
Poster
None
RUBRIC-MME: Real-User Behavior-grounded Rubric for Multimodal Interaction Capability Evaluation
Jiajie Teng ⋅ Jianping Jiang ⋅ Huiyu Duan ⋅ Jingdong Chen ⋅ Yi Yuan ⋅ Guangming Yao ⋅ Sijing Wu ⋅ Yuqin Cao ⋅ Yixuan Gao ⋅ Xiongkuo Min ⋅ Guangtao Zhai
[ OpenReview] 
Poster
None
Auditing Attention Head Masking for Out-of-Distribution Detection: Cross-Architecture Wins, Failures, and Polarity Inversions
Vishnu B Balachandran
[ OpenReview] 
Poster
None
History-Aware Conformal Prediction Sets for Censored Time-to-Event Outcomes
Yuyao Wang ⋅ Alexander W Levis ⋅ Shu Yang ⋅ Larry Han
[ OpenReview] 
Poster
None
Bayesian Optimization with Fisher Information Geometry: Gradient Bounds and Trust-Region Methods
Saksham Kiroriwal ⋅ Julius Pfrommer ⋅ Jürgen Beyerer
[ OpenReview] 
Poster
None
Beyond SFT-to-RL: Pre-alignment via Black-box On-policy Distillation for Multimodal RL
Sudong Wang ⋅ Weiquan Huang ⋅ Xiaomin Yu ⋅ Zuhao Yang ⋅ Hehai Lin ⋅ Keming Wu ⋅ Chaojun Xiao ⋅ CHEN CHEN ⋅ Wenxuan Wang ⋅ Beier Zhu ⋅ Yunjian Zhang ⋅ Chengwei Qin
[ OpenReview] 
Poster
None
When the Most Disruptive Messages Are Safe to Prune in Aggregate: Functional Analysis of Communication Pruning in Two-Agent LLM Systems
Zhen Sun ⋅ Xueyang Zhou ⋅ Yongchao Chen
[ OpenReview] 
Poster
None
Uncertainty-Aware Fuzzy Graph Contrastive Learning
Xinlan Xu ⋅ Fei Hao ⋅ Ce Yang ⋅ Jiaxing Shang ⋅ Jinsong Chen ⋅ Jianrui Chen ⋅ Hongying Zhang ⋅ Aziz Nasridinov
[ OpenReview] 
Poster
None
AgenticVBench: Can AI Agents Complete Real-World Video Production Tasks?
Zongheng Cao ⋅ Yi Zheng ⋅ Xinyu Hu
[ OpenReview] 
Poster
None
OmniDex: Scaling Dexterous Hand Grasping to Diverse Cluttered Scenes
Naiyu Fang ⋅ Zhongjin Luo ⋅ Yuxin Mo ⋅ Siyuan Huang ⋅ Jianbo Liu ⋅ Yufei Liu ⋅ Zheyuan Zhou ⋅ Chengkai Jin ⋅ Xiaogang Wang ⋅ Hongsheng Li
[ OpenReview] 
Poster
None
Parallel Computation Algorithms and Convergence Guarantees for Mean-Field Langevin Dynamics
Yoshihito Okamoto ⋅ Huanjian Zhou ⋅ Taiji Suzuki
[ OpenReview] 
Poster
None
Tracing Psychometric Inference in Large Language Models
Chih-Hao Hsu ⋅ Feng-Chun B Chou ⋅ Pin-Hao A Chen
[ OpenReview] 
Poster
None
Epistemic Social Learning: Latent Behavioral Structure under Endogenous Multi-Agent Interaction
Jainendra Shukla ⋅ Dhruv Jaiswal ⋅ Divyanshi Beniwal ⋅ Kiriti Kanjilal
[ OpenReview] 
Poster
None
Kernel Granger Component Analysis for Nonlinear Directed Component Discovery
Deena Francis
[ OpenReview] 
Poster
None
GOLD PANNING: Strategic Context Shuffling for Needle-in-Haystack Reasoning
Adam Byerly ⋅ Daniel Khashabi
[ OpenReview] 
Poster
None
TALES: Text-Adventure Learning Environment Suite
Christopher Z. Cui ⋅ Xingdi Yuan ⋅ Ziang Xiao ⋅ Prithviraj Ammanabrolu ⋅ Marc-Alexandre Côté
[ OpenReview] 
Poster
None
The Graph Concept Bottleneck: Decoding Combinatorial Reasoning in GNNs for Interpretability
Yue Niu ⋅ zhaokai sun ⋅ Jiayi Yang ⋅ Chunchun Chen ⋅ Xiaofeng Cao ⋅ Rui Fan ⋅ Xin Sun ⋅ Wei Ye
[ OpenReview] 
Poster
None
Phase-wise Velocity Distillation: Towards Effective Image Generation with A Single NFE
Zhen Guo ⋅ Rongyuan Wu ⋅ Qiaosi Yi ⋅ Chenxi Xie ⋅ Xinyu Wei ⋅ Lei Zhang
[ OpenReview] 
Poster
None
Extending 3D Reconstruction Models to Any Camera
Ruxiao Duan ⋅ Yunwen Zhou ⋅ Erin Hong ⋅ Dongxu Zhao ⋅ Eric Turner ⋅ Federico Tombari ⋅ Alex Wong
[ OpenReview] 
Poster
None
Learning to Solve Compositional Geometry Routing Problems
Mingfeng Fan ⋅ Jianan Zhou ⋅ Jiaqi Cheng ⋅ Yifeng Zhang ⋅ Jie Zhang ⋅ Guillaume Sartoretti
[ OpenReview] 
Poster
None
Geometry-Regularized Collapse Resistance via Consensus Enhancement for Federated Learning
Jingjing Zhu ⋅ Zhuang Qi ⋅ Lei Meng ⋅ Han Yu ⋅ Jie Zhang ⋅ Xiangxu Meng
[ OpenReview] 
Poster
None
Certified Single-Level Reformulation for Tri-Level Cyber-Physical Grid Security
Debraj Banerjee ⋅ Gurunath Gurrala ⋅ Kunal N Chaudhury
[ OpenReview] 
Poster
None
Mosaic: A Benchmark Suite for Differentiable Physics Solvers
Andrin Rehmann ⋅ Heiko Zimmermann ⋅ Dion Häfner
[ OpenReview] 
Poster
None
Distributionally Robust Black Box Optimization-based Bidding Strategy in Auction-based Federated Learning
Xiaoli Tang ⋅ Zhuang Qi ⋅ Ying-Peng Tang ⋅ Xianjie Guo ⋅ Han Yu ⋅ Jie Zhang ⋅ Hengjie Song
[ OpenReview] 
Poster
None
Reasoning-Trace Collapse: Evaluating the Loss of Explicit Reasoning During Fine-Tuning
Lukas Twist ⋅ Helen Yannakoudakis ⋅ Jie Zhang
[ OpenReview] 
Poster
None
Learning Scenario Reduction for Two-Stage Robust Optimization with Discrete Uncertainty
TIANJUE LIN ⋅ Jianan Zhou ⋅ Jieyi Bi ⋅ Yaoxin Wu ⋅ Wen Song ⋅ Zhiguang Cao ⋅ Jie Zhang
[ OpenReview] 
Poster
None
Matching2Matching: Zero-Shot Light Field Image Denoising with Matching View Construction
Shuo Zhang ⋅ Qian Tian ⋅ Chen Gao ⋅ LongzhaoGuo ⋅ Youfang Lin
[ OpenReview] 
Poster
None
FEAD: Fine-Grained Epipolar Attention Diffusion for Large-Disparity Light Field Spatial Super-Resolution
Wenbin Wang ⋅ Youfang Lin ⋅ Chen Gao ⋅ Shuo Zhang
[ OpenReview] 
Poster
None
Constrained Modulatory Reservoirs for Context-Dependent Computation
Sejeung Choi ⋅ Minji Jung ⋅ Jinyeong Park ⋅ Taek D Chung
[ OpenReview] 
Poster
None
AgentHop: A Diagnostic Benchmark for Agentic Multi-Hop Scientific Question Answering
Chanhee Park ⋅ Jeongho Yoon ⋅ Sungbin Han ⋅ Hyeonseok Moon ⋅ Heuiseok Lim
[ OpenReview] 
Poster
None
Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor’s Internal States
Yunho Choi ⋅ Jongwon Lim ⋅ woojin Ahn ⋅ Minjae Oh ⋅ Jeonghoon Shim ⋅ Yohan Jo
[ OpenReview] 
Poster
None
REFORM-3D: A Representation-Centric Evaluation Framework for 3D Medical Vision Foundation Models
Maregu Assefa ⋅ Muhammad Muzammal Naseer ⋅ Divya Velayudhan ⋅ Gedamu Kumie ⋅ Naoufel Werghi
[ OpenReview] 
Poster
None
Insight-Driven Search: A Framework for Multi-objective Automated Heuristic Design with Large Language Models
Shunyu Yao ⋅ Fei Liu ⋅ Ji Cheng ⋅ Mingxuan Yuan ⋅ Tong Xialiang ⋅ Zhenkun Wang ⋅ Qingfu Zhang
[ OpenReview] 
Poster
None
NSARM: Next-Scale Autoregressive Modeling for Robust Real-World Image Super-Resolution
Xiangtao Kong ⋅ Rongyuan Wu ⋅ Shuaizheng Liu ⋅ Lingchen Sun ⋅ Lei Zhang
[ OpenReview] 
Poster
None
MESS: Multi-Exposure Sequence Synthesis for Generalizable Image Enhancement
Ruodai Cui ⋅ Shuaizheng Liu ⋅ Rongyuan Wu ⋅ Lei Zhang
[ OpenReview] 
Poster
None
Flexible Intensities Matter: A comprehensive re-evaluation of Classical and Neural Temporal Point Processes
Hendrik Alexander Mehrtens ⋅ Florian Buettner ⋅ Oliver Stegle
[ OpenReview] 
Poster
None
Instrumental Choices: Measuring the Propensity of LLM Agents to Pursue Instrumental Behaviors
Jonas Wiedermann-Möller ⋅ Leonard Dung ⋅ Maksym Andriushchenko
[ OpenReview] 
Poster
None
ScreenSearch: Uncertainty-Aware OS Exploration
Michael Solodko ⋅ Justin Wagle
[ OpenReview] 
Poster
None
Recovery Guarantees for Posterior Sampling of One-Bit Compressed Sensing
jing ma ⋅ Yujia Wu ⋅ Zhaoqiang Liu
[ OpenReview] 
Poster
None
SLIC: Reinforcement Fine-Tuning Small LMs for Multi-Turn Analog Circuit Optimization
Yan Xu ⋅ Zhengqi Gao ⋅ Ching-Yun Ko ⋅ Zhang-Wei Hong ⋅ Wenjie Lu ⋅ Tao Yu ⋅ Xin Zhang ⋅ Duane Boning ⋅ Ruonan Han
[ OpenReview] 
Poster
None
Test Time Search Requires Training for Diversity
Ryan Bahlous-Boldi ⋅ Isha Puri ⋅ Idan Shenfeld ⋅ Akarsh Kumar ⋅ Mehul Damani ⋅ Sebastian Risi ⋅ Omar Khattab ⋅ Zhang-Wei Hong ⋅ Pulkit Agrawal
[ OpenReview] 
Poster
None
T$^2$-Splat: Adaptive Topology Mesh Splatting with Texture Residuals
Zhihao Tang ⋅ Youjia Zhang ⋅ Mingbo Zhao ⋅ Wei Yang
[ OpenReview] 
Poster
None
LDM-is-AE: Latent Diffusion is an Intrinsic Auto-Encoder for End-to-End Image Generation
Zhengqiang ZHANG ⋅ Lingchen Sun ⋅ Rongyuan Wu ⋅ Qiaosi Yi ⋅ Xiangtao Kong ⋅ Chaodong Xiao ⋅ Lei Zhang
[ OpenReview] 
Poster
None
Discretizing Continuous Time Series for Imputation with Masked Diffusion Training
Dongbin Kim ⋅ Seungyun Lee ⋅ Geonwoo Shin ⋅ Jaewook Lee
[ OpenReview] 
Poster
None
Invariant Hyperbolic Unfolding: Radial Canonicalization for Label-Free Cross-Graph Link Prediction
Taehee Lee
[ OpenReview] 
Poster
None
Training with Harnesses: On-Policy Harness Self-Distillation for Complex Reasoning
Zhengyang Zhao ⋅ Lu Ma ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
InQuant: In-Place Mixed-Precision KV Cache Quantization via Saliency-Aware Neighbor-Slot Reuse
Zihan Chang ⋅ Shuibing He ⋅ Bo Zhou ⋅ Ping Chen ⋅ Siling Yang
[ OpenReview] 
Poster
None
Gradient Descent on Two ReLU Neurons: Global Landscape and Bifurcation Dynamics
Binghua Li ⋅ Mengzhe Li ⋅ Denny Wu ⋅ Tianhao Wang
[ OpenReview] 
Poster
None
FindStatBench: Evaluating Large Language Models on Combinatorial Code Synthesis
Soham Dan
[ OpenReview] 
Poster
None
Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs
Dylan Feng ⋅ Pragya Srivastava ⋅ Anca Dragan ⋅ Cassidy Laidlaw
[ OpenReview] 
Poster
None
From Label Priors to Task Evidence: Long-Video Frame Selection via Bayesian GRPO
Shuochen Chang ⋅ Bingjie Gao ⋅ Qingyang Liu ⋅ Qianli Ma ⋅ Yibo Miao ⋅ Haonan Zhao ⋅ Zhaohe Liao ⋅ Xiaofeng Zhang ⋅ Jiangtong Li ⋅ Li Niu
[ OpenReview] 
Poster
None
Variance-Optimal State Resampling for Reinforcement Learning with Verifiable Rewards
Yibo Wang ⋅ Yuanxin Liu ⋅ Zhaoran Wang
[ OpenReview] 
Poster
None
Hide to Guide: Learning via Semantic Masking
Ruitao Liu ⋅ Qinghao Hu ⋅ Alex Hu ⋅ Yecheng Wu ⋅ Shang Yang ⋅ Luke J Huang ⋅ Zhuoyang Zhang ⋅ Han Cai ⋅ Song Han
[ OpenReview] 
Poster
None
Semantic Concept Steering Breaks the Explanation Drift Loop in Continual Learning
Yehonatan Elisha ⋅ Oren Barkan ⋅ Noam Koenigstein
[ OpenReview] 
Poster
None
World Tracing: Pixel-Aligned Geometry Beyond the Visible
Hao Zhang ⋅ Mohamed El Banani ⋅ Jen-Hao Cheng ⋅ Paul Zhang ⋅ Yi Hua ⋅ Ben Mildenhall ⋅ Christoph Lassner ⋅ Narendra Ahuja ⋅ Gengshan Yang
[ OpenReview] 
Poster
None
Penalize to Verify: A Multi-Domain Benchmark for Trustworthy LLM Evaluation
Jia-chen Zhang ⋅ Zheng Zhou ⋅ Zhuo Wang ⋅ Qi Jia ⋅ Zijian Chen ⋅ Jie Zhou ⋅ Kaiwei Zhang ⋅ Xin Li ⋅ Guangtao Zhai ⋅ Liang He
[ OpenReview] 
Poster
None
An Open-Source Training Dataset for Foundation Models for Black-box Optimization
Aaron Klein ⋅ Herilalaina Rakotoarison ⋅ Luca Thale-Bombien ⋅ David Salinas
[ OpenReview] 
Poster
None
PHMForge: Evaluating LLM Agents on Industrial Prognostics through MCP-Native, Algorithm-Grounded Tools
Yusheng Li ⋅ Tianjun Feng ⋅ Yunfeng Chen ⋅ Chun-Yi Tsai ⋅ Yihan Sun ⋅ Dhaval Patel ⋅ Kaoutar El Maghraoui ⋅ Shuxin Lin ⋅ Ayan Das
[ OpenReview] 
Poster
None
Black-Box Inference of LLM Architectural Properties with Restrictive API Access
Christopher Ellis ⋅ Mei-Yu Wang ⋅ Shreyas Chaudhari ⋅ Leighton P Barnes ⋅ Giulia Fanti ⋅ José M Moura
[ OpenReview] 
Poster
None
Locality Sensitive Hashing for p-Exponential Kernels with Applications to Density Estimation
Barak Gorodissky ⋅ Tal Wagner
[ OpenReview] 
Poster
None
When Guessing is Rewarded: Rethinking Language Model Evaluation with Distributional Uncertainty Scoring
Tom Burns
[ OpenReview] 
Poster
None
COOP$^2$: Defining, Observing, and Repairing Cooperation in LLM Multi-Agent Systems
Hanqing Yang ⋅ Narjes Nourzad ⋅ Shiyu Chen ⋅ Marie Siew ⋅ Jingdi Chen ⋅ Carlee Joe-Wong
[ OpenReview] 
Poster
None
Modality-Aware Expert Pruning for MoE-Based Multimodal Large Language Models
Donggeun Kim
[ OpenReview] 
Poster
None
Tensorion: A Tensor-Aware Generalization of the Muon Optimizer
Vladimir Bogachev ⋅ Vladimir Aletov ⋅ Alexander Molozhavenko ⋅ Sergei Kudriashov ⋅ Maxim Rakhuba
[ OpenReview] 
Poster
None
Structured Transforms for Low-Overhead Quantization of Language Models
Daria Cherniuk ⋅ Alexander Rudikov ⋅ Boris Kashin ⋅ Ivan Oseledets
[ OpenReview] 
Poster
None
Towards Self-Supervised, Generalizable and Decomposable 4D Driving Scene Reconstruction
James Tu ⋅ Anqi J Yang ⋅ Jingkang Wang ⋅ Sivabalan Manivasagam ⋅ Raquel Urtasun
[ OpenReview] 
Poster
None
Geometry-Aware Directional Alignment for Coherent Model Merging
Zhikang Chen ⋅ Sen Cui ⋅ Deheng Ye ⋅ Min Zhang ⋅ Gang Niu ⋅ Yu Zhang ⋅ Masashi Sugiyama ⋅ Tingting Zhu
[ OpenReview] 
Poster
None
nnTrace: Detecting and Localizing Silent Bugs in Distributed Training
Haitian Jiang ⋅ Shaowei Zhu ⋅ Zhen Zhang ⋅ Zhenyu Song ⋅ Xinwei Fu ⋅ Zhen Jia ⋅ Yida Wang ⋅ Jinyang Li
[ OpenReview] 
Poster
None
The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability
Judah Goldfeder ⋅ Victoria Dean ⋅ Zixin Jiang ⋅ Xuezheng Wang ⋅ Bing Dong ⋅ Hod Lipson ⋅ John Sipple
[ OpenReview] 
Poster
None
ConfDet: Learning Reliable Confidence for MLLM-based Detection
Xuanjie Mao ⋅ Peng Ye ⋅ Ziteng Ma ⋅ Lin Zhang ⋅ Jiakang Yuan ⋅ Haoyu Zhang ⋅ Fujun Han ⋅ Jiayuan Fan ⋅ Tao Chen
[ OpenReview] 
Poster
None
RTCBench: Evaluating Tool Use of Large Language Models Beyond Oracle Access
Qi Wei ⋅ Bo An
[ OpenReview] 
Poster
None
FiLoRA: Focus-and-Ignore LoRA for Controllable Feature Reliance
Hyunsuk Chung ⋅ Caren Han ⋅ Seungyeon Ji ⋅ Jinwoo Kim ⋅ Eun-Jung Holden ⋅ Kyungreem Han
[ OpenReview] 
Poster
None
Recursive Language Models
Alex L Zhang ⋅ Tim Kraska ⋅ Omar Khattab
[ OpenReview] 
Poster
None
Drift Q-Learning
Achraf Anas El Houssaini ⋅ Mohamad Hosein Danesh ⋅ Amin Abyaneh ⋅ Scott Fujimoto ⋅ Hsiu-Chin Lin ⋅ David Meger
[ OpenReview] 
Poster
None
Test-time Multi-agent Coordination by Decomposed Value Gradient Flow
Dongsu Lee ⋅ Haoran Xu ⋅ Amy Zhang
[ OpenReview] 
Poster
None
SP$^2$ec: Adaptive Self-Speculative Decoding for Vision-Language Models
Yuqi Huang ⋅ Xingyao Li ⋅ Yunlong Hou ⋅ Fengzhuo Zhang ⋅ Jiachun Pan ⋅ Vincent Tan
[ OpenReview] 
Poster
None
DaCe-DT: Data-Centric Offline Multi-Task Reinforcement Learning via Adaptive Prompts and Trajectory Correction for Heterogeneous Tasks
Shudong Wang ⋅ Xinfei Wang ⋅ Chenhao Zhang ⋅ Shanchen Pang ⋅ Wenhao Ji ⋅ Haiyuan Gui ⋅ Meng Han ⋅ Xiaojian Liao
[ OpenReview] 
Poster
None
Long-Context Generation Is a Sampling Problem
Allen Roush ⋅ Minh N Nguyen ⋅ Ravid Shwartz-Ziv ⋅ Judah Goldfeder ⋅ Sanjay Basu
[ OpenReview] 
Poster
None
DeFlowCritic: Dense Latent Reward Alignment for Text-to-Image Flow Matching Models
Zeeshan Khan ⋅ Xin Yu ⋅ Shizhe Chen ⋅ Cordelia Schmid
[ OpenReview] 
Poster
None
Cosine is Human: The Reproducibility Ceiling of Perceptual Similarity
Benjamin TenWolde ⋅ Virginia de Sa
[ OpenReview] 
Poster
None
Mission Impossible: Diagnosing and Fixing Non-Operative Instruction Following in Image Editing
Guoyizhe Wei ⋅ Feng Wang ⋅ Alan Yuille ⋅ Rama Chellappa
[ OpenReview] 
Poster
None
Auditing Sabotage Bench: A Benchmark for Detecting and Fixing Research Sabotage in ML Codebases
Eric Gan ⋅ Aryan Bhatt ⋅ Buck Shlegeris ⋅ Julian Stastny ⋅ Vivek Hebbar
[ OpenReview] 
Poster
None
ProteinOPD: Towards Effective and Efficient Preference Alignment for Protein Design
Yulin Zhang ⋅ He CAO ⋅ Zihao Jiang ⋅ Chenyi Zi ⋅ Zhipeng Zhou ⋅ Zijing Liu ⋅ Yu Li ⋅ Jia Li ⋅ Ziqi Gao
[ OpenReview] 
Poster
None
Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?
Miaosen Chai ⋅ Wang Bill Zhu ⋅ Shangshang Wang ⋅ Yejia Liu ⋅ Song Bian ⋅ Honghua Dong ⋅ Willie Neiswanger ⋅ Robin Jia
[ OpenReview] 
Poster
None
Dynamic Causal Structure Discovery for Autoregressive Visual Generation
Songliang Guo ⋅ Qi Yan ⋅ Jianzhou Wang ⋅ Xinfu Liu ⋅ Cheng Zhen ⋅ Yirui Wu ⋅ Lixin Yuan ⋅ Wenxiao Zhang ⋅ Jun Liu
[ OpenReview] 
Poster
None
Characterizing Universal Object Representations Across Vision Models
Florian P Mahner ⋅ Johannes Roth ⋅ Ka Chun Lam ⋅ Mick Bonner ⋅ Francisco Pereira ⋅ Martin N Hebart
[ OpenReview] 
Poster
None
Contact Geometry for Generative Models: An Unbalanced Optimal Transport Formulation
Andrea Testa ⋅ Søren Hauberg ⋅ Andras Kupcsik ⋅ Tamim Asfour ⋅ Leonel Rozo
[ OpenReview] 
Poster
None
Distributionally Robust Mixture-of-Experts Training
Xin Teng ⋅ Muxiao Li ⋅ Hongyi Wen
[ OpenReview] 
Poster
None
Breaking the Grid: Distance-Guided Reinforcement Learning in Large Discrete Action Spaces
Heiko Hoppe ⋅ Fabian Akkerman ⋅ Wouter van Heeswijk ⋅ Maximilian Schiffer
[ OpenReview] 
Poster
None
VideoMaMa++: Temporally Consistent Video Matting via Preserve-and-Refine Tokens
Sangbeom Lim ⋅ Seoung Wug Oh ⋅ Heeji Yoon ⋅ Seungryong Kim ⋅ Joon-Young Lee
[ OpenReview] 
Poster
None
CCTimeBoost: Learning Time-Varying Relative Risk with Case-Control Boosted Trees
Rahul Goswami
[ OpenReview] 
Poster
None
The Missing Corpus: Infinite Ground Truth for File-Grounded LLM Evaluation
Anush Sankaran ⋅ Arijit Banerjee ⋅ Pamela Bhattacharya ⋅ Tanujay Saha
[ OpenReview] 
Poster
None
X-Palm: Paired Multispectral-to-Smartphone Dataset for Cross-Domain Palmprint Authentication
Seyed Jamal Seyedmohammadi ⋅ Pai Chet Ng ⋅ Angelo Genovese ⋅ Zhixiang Chi ⋅ Jeannie Lee ⋅ Konstantinos N Plataniotis
[ OpenReview] 
Poster
None
Do Coding Agents Deceive Us? Detecting and Preventing Cheating via Capped Evaluation with Randomized Tests
Thanawat Lodkaew ⋅ Johannes Ackermann ⋅ Soichiro Nishimori ⋅ Nontawat Charoenphakdee ⋅ Masashi Sugiyama ⋅ Takashi Ishida
[ OpenReview] 
Poster
None
Leveraging Soft Prompts for Privacy Attacks in Federated Prompt Tuning
Quan M Nguyen ⋅ Min-Seon Kim ⋅ Hoang M Ngo ⋅ Nghia Hoang ⋅ HYUK-YOON KWON ⋅ My T. Thai
[ OpenReview] 
Poster
None
Projection Learning: A Principled Way to Overcome Memorization in Distribution Learning
Lin Chen ⋅ Dejan Slepcev
[ OpenReview] 
Poster
None
Closing the Loop: Co-Evolving EM for Irregular Time Series Generation in Lifted Representations
Idan Arbiv ⋅ Gal Fadlon ⋅ Omri Azencot
[ OpenReview] 
Poster
None
Instance-Optimal Estimation with Multiple LLM Judges on a Budget
Junghyun Lee ⋅ Sanghwa Kim ⋅ Yassir Jedra ⋅ Alexandre Proutiere ⋅ Se-Young Yun
[ OpenReview] 
Poster
None
Stage-wise Attention-Guided Region Sequencing for Adversarial Attacks on Large Vision-Language Models
Jaehyun Kwak ⋅ Nam Cao ⋅ Boryeong Cho ⋅ Segyu Lee ⋅ Sumyeong Ahn ⋅ Se-Young Yun
[ OpenReview] 
Poster
None
EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution
Tianfu Wang ⋅ Leilei Ding ⋅ Ziyang Tao ⋅ Yi Zhan ⋅ zhiyuan ⋅ Wei Wu ⋅ Yuxuan Lei ⋅ Junyang Wang ⋅ Yizhao Xu ⋅ Yin WU ⋅ Zhengyu Hu ⋅ Hongyuan Zhu ⋅ Nicholas Jing Yuan ⋅ Yanyong Zhang ⋅ Hui Xiong
[ OpenReview] 
Poster
None
CultureRed: Benchmarking Culture-Specific AI Safety Based on Global Statutes
Xun Liu ⋅ Mintong Kang ⋅ Seok M Lim ⋅ Ong C Hui ⋅ Bo Li
[ OpenReview] 
Poster
None
Reverse to Advance: Teleoperation-Cost Effective Hard Policy Learning from Reversed Easy Tasks
Qiyuan Qiao ⋅ Ge Yuan ⋅ Can Wang ⋅ Dong Xu
[ OpenReview] 
Poster
None
Online Bayesian Calibration under Gradual and Abrupt System Changes
Yang Xu ⋅ Chiwoo Park
[ OpenReview] 
Poster
None
Beyond Task Success: Probing Cognitive Primitives in Web Agents
Xunjian Yin ⋅ Tianchen Guan ⋅ Jinao Wang ⋅ Weili Cao ⋅ Royce Cheng-Yue ⋅ Daisy Lin ⋅ Keagan Long ⋅ Kyle Wong ⋅ Bhuwan Dhingra ⋅ XJ Wang ⋅ Shuyan Zhou
[ OpenReview] 
Poster
None
SCULPT: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis.
Shufan Li ⋅ Greg Heinrich ⋅ Hanrong Ye ⋅ Yonggan Fu ⋅ Aditya Grover ⋅ Jan Kautz ⋅ Pavlo Molchanov
[ OpenReview] 
Poster
None
Leak-CURBER: A Leakage-Controlled Multimodal Evaluation Benchmark for Enzymatic Reaction Tasks
Adhil Ahmed P M Shums ⋅ Roshan Balaji ⋅ Nirav Bhatt
[ OpenReview] 
Poster
None
Are LLM Safety Judges Policy-Invariant? A Three-Principle Stress-Test
Shihao Weng ⋅ Yang Feng ⋅ Xiaofei Xie
[ OpenReview] 
Poster
None
Reinforcement learning enhanced flow matching for reference-based tumor generation on unpaired CT images
Xiaoxuan Gong ⋅ Zhilin Zheng ⋅ Tiancheng Lin ⋅ Qinji Yu ⋅ Jianpeng Zhang ⋅ Shaoteng Zhang ⋅ Kai Cao ⋅ Xiaoli Yin ⋅ Yu Shi ⋅ Jie Ma ⋅ Ling Zhang ⋅ Yingda Xia
[ OpenReview] 
Poster
None
Neural Preconditioned Born Series: A Metric-Matched Framework for Learning-based Preconditioners
Juntao Wang ⋅ Jiwei Jia ⋅ Xinliang Liu
[ OpenReview] 
Poster
None
CausalConflictBench: Can Multimodal Models Follow Local Mechanisms That Conflict with Commonsense?
Bo Tian ⋅ Jianfeng Qu ⋅ Peng-Fei Zhang ⋅ Siyu Li ⋅ Zhixu Li ⋅ Kaiye Yu
[ OpenReview] 
Poster
None
Routeability Before Routing: Routeability Audit Protocol (RAP) and RouteabilityBench for Audited LLM Model Selection
Yihang Lu ⋅ Denica Kjorvezir ⋅ Ana Gjorgjevikj ⋅ Carola Doerr ⋅ Tome Eftimov
[ OpenReview] 
Poster
None
Rethinking State Tracking in Recurrent Models Through Error Control Dynamics
Jiwan Chung ⋅ Heechan Choi ⋅ Seon Joo Kim
[ OpenReview] 
Poster
None
Revisiting the Adam–SGD Gap Beyond Single Factors
Chenxiang Zhang ⋅ Rustem Islamov ⋅ Enea Monzio Compagnoni ⋅ Jun Pang ⋅ Aurelien Lucchi ⋅ Antonio Orvieto
[ OpenReview] 
Poster
None
DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards
Haoyu Hu ⋅ Xuandong Zhao ⋅ Nori Jacoby ⋅ Xuhai "Orson" Xu
[ OpenReview] 
Poster
None
ARES: How Reliable Are LLM User Simulators for Recommender A/B Testing?
Hongyang Su ⋅ Beibei Kong ⋅ Lei Cheng ⋅ Chengxiang Zhuo ⋅ Zang Li ⋅ Chenyun YU
[ OpenReview] 
Poster
None
Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning
Meher Chaitanya Pindiprolu ⋅ My Le ⋅ Luana Ruiz
[ OpenReview] 
Poster
None
LogSig-SSM: Time-Series Modelling with Multi-Scale Log-Signature Compression for State-Space Models
Felix Oury ⋅ Nicolas C Peiro ⋅ Reiko J Tanaka
[ OpenReview] 
Poster
None
Why Deterministic PRM Guidance Underperforms in Discrete Diffusion Reasoning
Yan Zhan ⋅ Shaobo Liu ⋅ Zhijun Gao
[ OpenReview] 
Poster
None
My Video Stays Mine: Temporally Consistent Universal Adversarial Perturbations against Video Customization
Yuxin Huang ⋅ Mingming Gong ⋅ Wanyu Wang ⋅ Jing Zhang ⋅ Tongliang Liu
[ OpenReview] 
Poster
None
OTEdit: Entropic Transport Corrected Trajectory for Inversion-Free Flow-Based Image Editing
Rameshwar Mishra ⋅ Modi Akshay ⋅ A. Subramanyam
[ OpenReview] 
Poster
None
FACBench: A Benchmark for Formal-Anchor Collisions in Multilingual Mathematical Grounding
Piotr Kuterba ⋅ Józef Spałek
[ OpenReview] 
Poster
None
A Process-Level Evaluation of LLM Discovery Agents
Haorui Wang ⋅ Yuanqi Du ⋅ Hao Cheng ⋅ Baolin Peng ⋅ Chao Zhang ⋅ Weizhu Chen ⋅ yelong shen
[ OpenReview] 
Poster
None
MSAlign: Aligning Molecular and Mass Spectra Foundation Models for Metabolite Identification
Paul Krzakala ⋅ Gabriel Melo ⋅ Camille Lançon ⋅ Charlotte Laclau ⋅ Rémi Flamary ⋅ Etienne A Thévenot ⋅ Florence d'Alché-Buc
[ OpenReview] 
Poster
None
PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers
Jiachen Yao ⋅ Zi-Siang Hsu ⋅ Xi Deng ⋅ Aditi Gupta ⋅ Xin Ju ⋅ Animashree Anandkumar
[ OpenReview] 
Poster
None
Re-evaluating Continual Learning with Few-Shot Adaptation
Amogh Inamdar ⋅ Matthew So ⋅ Vici I Milenia ⋅ Richard Zemel
[ OpenReview] 
Poster
None
A Method-Class Divide in Sub-4-Bit Quantization:\\Iterative vs.\ Single-Pass Sensitivity to Data Composition
Yehong Jiang ⋅ Yen-Kuang Chen ⋅ Xinmin Tian
[ OpenReview] 
Poster
None
SpecForge: Agent-Oriented Code Documentation Optimization via Multi-Frontier Tree Search
YUTONG CHENG ⋅ Haifeng Chen ⋅ Peng Gao ⋅ Wei Cheng
[ OpenReview] 
Poster
None
LoopWeaver: Weaving Feedback Loops into Hierarchical Generation under Constraints
Yifan Zhu ⋅ Guanting Chen ⋅ Bing Wei ⋅ Haoran Luo
[ OpenReview] 
Poster
None
Align Before Aggregation: Basis-Consistent Federated LoRA under Heterogeneous Ranks
Pengpeng Qiao ⋅ Yang Cao ⋅ Lingling Zhang ⋅ Guo Cheng ⋅ Junwei Chen ⋅ Manjiang Yu ⋅ Wei Yang Bryan Lim ⋅ Masatoshi Yoshikawa
[ OpenReview] 
Poster
None
Rank-Aware Differentially Private Release of Listwise Preferences for LLM Alignment
Junwei Chen ⋅ Manjiang Yu ⋅ Pengpeng Qiao ⋅ Yang Cao
[ OpenReview] 
Poster
None
$R^3$: 3D Reconstruction via Relative Regression
Congrong Xu ⋅ Huachen Gao ⋅ Xingyu Chen ⋅ Yuliang Xiu ⋅ Jun Gao ⋅ Anpei Chen
[ OpenReview] 
Poster
None
RotMoLE: Enhancing Mixture of Low-Rank Experts through Rotational Gating Mechanism
Mengyang Sun ⋅ MaoChuan Dou ⋅ Tao Feng ⋅ Dan Zhang ⋅ Yihao Wang ⋅ Junpeng Liu ⋅ Yifan Zhu ⋅ Jie Tang
[ OpenReview] 
Poster
None
Towards Generalist Graph-Level Anomaly Detection
Junjun Pan ⋅ Yixin Liu ⋅ Yu Zheng ⋅ Fuyi Li ⋅ Alan Wee-Chung Liew ⋅ Shirui Pan
[ OpenReview] 
Poster
None
Spike-to-Field Mechanisms of Turbulence-Like Dynamics in Spatial Spiking Neural Networks
Zequan Liu
[ OpenReview] 
Poster
None
Sanity Checks for Sparse Autoencoders: Do SAEs Beat Random Baselines?
Anton Korznikov ⋅ Andrey V Galichin ⋅ Alexey Dontsov ⋅ Oleg Rogov ⋅ Ivan Oseledets ⋅ Elena Tutubalina
[ OpenReview] 
Poster
None
Narrative Paradoxes in LLM Inference: Shaping Reasoning Trajectories toward Misalignment
Haoming Yang ⋅ Ke Ma ⋅ Yangbangyan Jiang ⋅ Ligong Zhang ⋅ Xiaojun Jia ⋅ Longtao Huang ⋅ Yingfei Sun ⋅ Qianqian Xu ⋅ Qingming Huang
[ OpenReview] 
Poster
None
Adam under Generalized Smoothness with Second-Moment-Type Stochastic Gradients
ruinan Jin ⋅ Difei Cheng ⋅ Ling Chen ⋅ Jun Luo ⋅ Hao Zhou ⋅ Youzhi Zhang
[ OpenReview] 
Poster
None
TransMem: Transition-Aware Retrieval for Evolving Personal Memory
Shigeng Chen ⋅ LINHAO LUO ⋅ Changlong Shi ⋅ Zhangchi Qiu ⋅ Shirui Pan
[ OpenReview] 
Poster
None
MC$^2$Mark: Distortion-Free Multi-Bit Watermarking for Long Messages
Xuehao Cui ⋅ Ruibo Chen ⋅ Yihan Wu ⋅ Weidong Cai ⋅ Heng Huang
[ OpenReview] 
Poster
None
Recursive Semantic Divergence for LLM Agent Consistency
Harshavardhan Abichandani ⋅ Penny Chong ⋅ Atin Ghosh ⋅ Daniel Dahlmeier
[ OpenReview] 
Poster
None
ClothTransformer: Unified Latent-Space Transformers for Scalable Cloth Simulation
Yu Zhang ⋅ YIDI SHAO ⋅ Wenqi Ouyang ⋅ Yushi LAN ⋅ Zhexin Liang ⋅ Chengrui Wu ⋅ Xudong XU ⋅ Xingang Pan
[ OpenReview] 
Poster
None
AdaptNC: Adaptive Nonconformity Scores for Conformal Prediction under Distribution Shift
Renukanandan Tumu ⋅ Aditya Singh ⋅ Rahul Mangharam
[ OpenReview] 
Poster
None
Internal Evaluation of Unsupervised Anomaly Detection Algorithms with Explanation
Yue Shao ⋅ Baile Xu ⋅ Furao Shen ⋅ Jian Zhao
[ OpenReview] 
Poster
None
Harmonic Torsional Diffusion for Flexible Protein-Ligand Docking
Maksim Zhdanov ⋅ Pavel Strashnov ⋅ Vladislav Kurenkov
[ OpenReview] 
Poster
None
Pretraining Curricula Enable Selective Fine-tuning
Kai Sandbrink ⋅ Mia Whitefield ⋅ Sebastian Bruijns ⋅ Jirko Rubruck ⋅ Laurence T Hunt ⋅ Fazl Barez ⋅ Christopher Summerfield
[ OpenReview] 
Poster
None
AlphaQ: Calibration-Free Bit Allocation for Mixture-of-Experts Quantization
Wanqi Yang ⋅ Yuexiao Ma ⋅ Alexander Conzelmann ⋅ Xiawu Zheng ⋅ Michael Mahoney ⋅ T. Konstantin Rusch ⋅ Shiwei Liu
[ OpenReview] 
Poster
None
Structure-Semantic Co-optimized Latent Diffusion Model for Fast Visual Anagram Synthesis
Xiang Gao ⋅ Yunpeng Jia
[ OpenReview] 
Poster
None
Code Review Bench: An Automated Benchmark for Evaluating the Software Factory
Ashley Zhang ⋅ Narmeen Oozeer ⋅ Aleksandr Zverianskii ⋅ Daniel Ng ⋅ Tasana Pejovic ⋅ Antía García ⋅ Jacob Clyne ⋅ Ravpreet Setia ⋅ Akshay Utture ⋅ Etan J Ginsberg ⋅ Shriyash Upadhyay ⋅ Fazl Barez
[ OpenReview] 
Poster
None
Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG
Aditya Vaidya ⋅ Richard Antonello ⋅ Alexander Huth
[ OpenReview] 
Poster
None
PrivateSeal: Low-Sensitivity Latent Directions for Diffusion-Resilient User-Specific Watermarking
Yiheng Chen ⋅ Zhong Ji ⋅ Zhihao Li ⋅ Boyu Wang
[ OpenReview] 
Poster
None
Taking Low-Rank LLM Compression a Step Further: A Global Perspective with Fused Inference
Xinhao Huang ⋅ Yuqiang He ⋅ Zeyi Wen
[ OpenReview] 
Poster
None
Anytime-Valid Conformal Risk Control
Bror Hultberg ⋅ Dave Zachariah ⋅ Antonio Ribeiro
[ OpenReview] 
Poster
None
Claude Coke: Prevent Automated Crime by Agents
Gabor Hollbeck ⋅ Baran Peters ⋅ Alexander von Recum ⋅ Jan Granacher ⋅ Yuri Simantob ⋅ Alec McGail ⋅ Kevin Riehl
[ OpenReview] 
Poster
None
Learning Visual Feature-Based World Models via Residual Latent Action
Xinyu Zhang ⋅ Zhengtong Xu ⋅ Yutian Tao ⋅ Yeping Wang ⋅ Yu She ⋅ Abdeslam Boularias
[ OpenReview] 
Poster
None
CuBic: Curvature-Driven Dynamic Inference Caching for Fast, High-Fidelity Flow Matching
Yuyang Chen ⋅ Linqian Zeng ⋅ Yijin Zhou ⋅ Hengjie Li ⋅ Jidong Zhai
[ OpenReview] 
Poster
None
On Reparameterizing the Score Function
Mohammad Hossein Amani ⋅ Leonardo Bocchieri ⋅ Maxime Peyrard ⋅ Clement Hongler ⋅ Robert West
[ OpenReview] 
Poster
None
$\varphi$TD: Distributional Reinforcement Learning using Characteristic Functions
Thomas Mousseau ⋅ Tyler Kastner ⋅ Davide Baldelli ⋅ Amir-massoud Farahmand
[ OpenReview] 
Poster
None
On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization
Trevor Chen ⋅ Ariel Dai ⋅ Jason Yang ⋅ Riccardo De Santi ⋅ Daniel Khalil ⋅ Wenda Chu ⋅ Nate Gruver ⋅ Pranav Murugan ⋅ Alexander Goldberg ⋅ Maruan Al-Shedivat ⋅ Yisong Yue
[ OpenReview] 
Poster
None
TESLA: Native 4D Gaussian Splatting Generation with Temporally Structured Latents
Weiqi Zhang ⋅ Junsheng Zhou ⋅ Juntong Fang ⋅ Kanle Shi ⋅ Shenkun Xu ⋅ Yu-Shen Liu
[ OpenReview] 
Poster
None
GAMMA: Scalable 4D Gaussian Reconstruction Model for Novel View Synthesis of Monocular Videos
Weiqi Zhang ⋅ Junsheng Zhou ⋅ Xuancheng Zhang ⋅ Juntong Fang ⋅ Zequn Chen ⋅ Donglin Di ⋅ Yu-Shen Liu
[ OpenReview] 
Poster
None
ControlSVG: Exploring Controllable SVG Generation with Autoregressive Models
Qirui Li ⋅ Teng Hu ⋅ Ran Yi ⋅ Paul L Rosin ⋅ Yu-Kun Lai
[ OpenReview] 
Poster
None
Active Corpus Selection for Training Subgraph Retrievers Using OOD Queries
Pritish Chakraborty ⋅ Aditya Singh ⋅ Indradyumna Roy ⋅ Lokesh N ⋅ Himanshu Dutta ⋅ Arun Iyer ⋅ Yashoteja Prabhu ⋅ Gaurav Sinha ⋅ Manik Varma ⋅ Soumen Chakrabarti ⋅ Abir De
[ OpenReview] 
Poster
None
Integrating Strengths of Different Multi-Agent Workflows via Step-Aware Hybrid Topology Planning
Jingxuan Yu ⋅ Ju Jia ⋅ Yiqian Chen ⋅ Yuchong Chen ⋅ Cong Wu ⋅ Di Wu ⋅ Siqi Ma ⋅ Jie Gui
[ OpenReview] 
Poster
None
When Symbol Names Should Not Matter: A Logistic Theory of Fresh-Symbol Classification
Wenjie Guan ⋅ Jelena Bradic
[ OpenReview] 
Poster
None
Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guarantees
Ábel Ságodi ⋅ Memming Park
[ OpenReview] 
Poster
None
What Drives Test-Time Adaptation for CLIP? A Controlled Empirical Study from an Update Perspective
Jiazhen Huang ⋅ Xiao Chen ⋅ Zhiming Liu ⋅ Yaru Sun ⋅ Jingyan Jiang ⋅ Zhi Wang
[ OpenReview] 
Poster
None
Realism VS Accuracy: Event Sequence Forecasting from a Generative Modeling Perspective
Dmitry Osin ⋅ Egor Surkov ⋅ Petr Mokrov ⋅ Igor Udovichenko ⋅ Ivan Karpukhin ⋅ Evgeny Burnaev ⋅ Egor Shvetsov ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
None
Submodular Multi-Agent Reinforcement Learning for Effective Online Distributed Task Allocation
Jing Liu ⋅ Yangyang YANG ⋅ Luca Ballotta ⋅ Fangfei Li ⋅ Yang Tang ⋅ Ruggero Carli
[ OpenReview] 
Poster
None
LiFi: LiDAR Generation from Multi-View Images via Geometric and Semantic Collaborative Guidance
Sizhuo Zhou ⋅ Xiaosong Jia ⋅ Fanrui Zhang ⋅ Qifeng Li ⋅ Junjie Li ⋅ Zirui Wang ⋅ Yukang Feng ⋅ Yu Hong ⋅ Shaofeng Zhang ⋅ Wenlong Liao ⋅ Tao He ⋅ Juyong Zhang ⋅ Junchi Yan
[ OpenReview] 
Poster
None
LP-RAG: Learning to Retrieve with Link Predictors
Erik Jhones Freitas do Nascimento ⋅ Jorge Franco ⋅ Amauri Souza
[ OpenReview] 
Poster
None
Deriving Hyperparameter Scaling Laws via Modern Optimization Theory
Egor Shulgin ⋅ Jörg Franke ⋅ Dimitri von Rütte ⋅ Tianyue Zhang ⋅ Niccolò Ajroldi ⋅ Korbinian Pöppel ⋅ Bernhard Schölkopf ⋅ Aaron Klein ⋅ Peter Richtarik ⋅ Antonio Orvieto
[ OpenReview] 
Poster
None
Detect Anything in Graphic Design: Element-Level Rewards for Autoregressive Detection
Jiangning Zhu ⋅ Bowen Li ⋅ Shenyu Qiao ⋅ Yima Gu ⋅ Zhao Zhang ⋅ Yuhui Yuan ⋅ Shixia Liu
[ OpenReview] 
Poster
None
Scale-Sensitive Shattering: Learnability and Evaluability at Optimal Scale
Shashaank Aiyer ⋅ Yishay Mansour ⋅ Shay Moran ⋅ Han Shao ⋅ Tom Waknine
[ OpenReview] 
Poster
None
Hermes: A Multi-Scale Spatial-Temporal Hypergraph Network for Stock Time Series Forecasting
Xiangfei Qiu ⋅ Liu Yang ⋅ Xiangyu Xu ⋅ Hanyin Cheng ⋅ Xingjian Wu ⋅ Rongjia Wu ⋅ Zhang Zhigang ⋅ Tu ding ⋅ Chenjuan Guo ⋅ Bin Yang ⋅ Christian S Jensen ⋅ Jilin Hu
[ OpenReview] 
Poster
None
Near-Optimal Stochastic Linear Bandits with Delay
Ofir Schlisselberg ⋅ Mengxiao Zhang ⋅ Yishay Mansour
[ OpenReview] 
Poster
None
Generalized Adaptive Boosting and the Geometry of Mistakes
Marco Bressan ⋅ Nataly Brukhim ⋅ Nicolò Cesa-Bianchi ⋅ Emmanuel Esposito ⋅ Yishay Mansour ⋅ Shay Moran ⋅ Maximilian Thiessen
[ OpenReview] 
Poster
None
Tree-Guided Identify Then Exploit: A Unified Framework of Pure Exploration and Regret Minimization for Dueling Bandits
Pu Wang ⋅ Yao-Xiang Ding
[ OpenReview] 
Poster
None
SolvMix: Learning Formulation-State Landscapes for Liquid Electrolyte Conductivity Prediction
Kexin Zhang ⋅ Minzhang Li ⋅ Guotao Qiu ⋅ Tianqi Zhao ⋅ Yuna Zhang ⋅ Yibing Shan ⋅ Ye Mei ⋅ Xushan Zhao ⋅ Jingyi Yu
[ OpenReview] 
Poster
None
SEISMOS: A Statistical Signal Detection Framework for Semantic Chunking
Ishtiak M Saad ⋅ Mominul Islam ⋅ Shahriyar Z Ridoy ⋅ Md Manjurul Ahsan ⋅ Azmine Toushik Wasi
[ OpenReview] 
Poster
None
Beyond Marginal Coverage: Efficient Localized Conformal Prediction via Residual Rank Calibration
Xiangshi Li ⋅ Wenqing He
[ OpenReview] 
Poster
None
Sample Size Design for Bounds on Discrete Probabilities of Causation
Tianyuan Cheng ⋅ Ruirui Mao ⋅ Judea Pearl ⋅ Ang Li
[ OpenReview] 
Poster
None
Model Cascades with Provable Per-Class Quality
Ashwin G Colaço ⋅ Sharad Mehrotra ⋅ Michael J De Lucia ⋅ Kevin Hamlen ⋅ Murat Kantarcioglu ⋅ Latifur R Khan ⋅ Ananthram Swami ⋅ Bhavani Thuraisingham ⋅ Unnat Jain
[ OpenReview] 
Poster
None
Prism: Harmonizing Missing Modalities via Implicit Structural Alignment on Lightweight Pulse RWKV for Multimodal Crack Segmentation
Hui Liu ⋅ Chen Jia ⋅ Fan Shi ⋅ Xu Cheng ⋅ Mianzhao Wang ⋅ Jiangpeng Zheng ⋅ Shengyong Chen
[ OpenReview] 
Poster
None
Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model
Hoeun Lee ⋅ Hyeonggeun KIM ⋅ Jaeik Kim ⋅ Jusang Oh ⋅ Geon Choi ⋅ Jinhyeok Kim ⋅ Jaeyoung Do
[ OpenReview] 
Poster
None
T2V-AttnDisrupt: Inducing Hallucinations in LVLMs via Misrouting Visual Evidence Retrieval
Yuran Bian ⋅ Xiaoyan Wang ⋅ Conghui Zheng ⋅ Xiaohan Zhang ⋅ Li Pan
[ OpenReview] 
Poster
None
Robust Residual Correction via Selective Deployment for Time Series Forecasting
Jianxiang Xie ⋅ YUNCHENG HUA ⋅ Mingyue Cheng ⋅ Flora Salim ⋅ Hao Xue
[ OpenReview] 
Poster
None
Anchoring LLM-based Chest X-ray Report Generation via Diffusion Language Planning
Jiechao Gao ⋅ Chang Liu ⋅ Yuandong Pan ⋅ Ying Liu ⋅ Michael Lepech
[ OpenReview] 
Poster
None
AI for Drug Discovery Models Often Do Not Learn as Expected and How to Diagnose These Failure Modes
Nikhil Branson ⋅ Aaron Wenteler ⋅ Guy Durant ⋅ Charlotte Deane
[ OpenReview] 
Poster
None
PE-SHAP: Causally Interpretable Path-Wise Shapley Explanations
Maksym Buleshnyi ⋅ Joshua Loftus ⋅ Sakina Hansen
[ OpenReview] 
Poster
None
Epigenomics-Guided Flow Matching for 3D Genome Super-Resolution
Yubiao Zhao ⋅ Shicheng Song ⋅ Yusen Ye ⋅ Huan Liu ⋅ Juan Liu ⋅ Lihua Zhang
[ OpenReview] 
Poster
None
PINNeval: A Comprehensive Evaluation Standard for Physics-Informed Neural Networks
Kevin von Bargen ⋅ Hamid Ebrahimy ⋅ Tim Römer
[ OpenReview] 
Poster
None
Prompt-Driven Exploration
Sunshine Jiang ⋅ John Marangola ⋅ David Zhang ⋅ Raghuram Kowdeed ⋅ Ruiyang Luo ⋅ Nitish Dashora ⋅ Richard Li ⋅ Pulkit Agrawal ⋅ Zhang-Wei Hong
[ OpenReview] 
Poster
None
Positional LSH: Binary Block Matrix Approximation for Attention with Linear Biases
Daniel Wolfson ⋅ Tal Wagner
[ OpenReview] 
Poster
None
Normalized Architectures are Natively 4-Bit
Maxim Fishman ⋅ Brian Chmiel ⋅ Ron Banner ⋅ Daniel Soudry ⋅ Boris Ginsburg
[ OpenReview] 
Poster
None
The Kernel Reality Check: Benchmarking and Distilling Efficient Attention at Scale
Firat Oncel ⋅ Cem Subakan ⋅ Mirco Ravanelli ⋅ Çağatay Yıldız
[ OpenReview] 
Poster
None
Anchored Protein Engineering
Chi Zhang ⋅ Maria Rosaria Briglia ⋅ Litu Rout ⋅ Jeffrey Ouyang-Zhang ⋅ Iacopo Masi ⋅ Sanjay Shakkottai ⋅ Adam Klivans ⋅ Daniel Diaz
[ OpenReview] 
Poster
None
Privacy Meets Hierarchy: Differentially Private Distributed Trilevel Learning
Yang Jiao ⋅ Kai Yang
[ OpenReview] 
Poster
None
NavOCR: A Dataset Generator for Navigation-Relevant Text Detection in Mobile Robots
Chaehyeuk Lee ⋅ Sooyong Shin ⋅ Sehyeon Yoon ⋅ Youngsun JAE ⋅ Jinmyoung Lee ⋅ Seula Lee ⋅ Tu Vo ⋅ Sheir A. Zaheer ⋅ Chan Youn Park
[ OpenReview] 
Poster
None
The Score Kalman Filter
Kaito Iwasaki ⋅ Anthony Bloch ⋅ Taeyoung Lee ⋅ Maani Ghaffari
[ OpenReview] 
Poster
None
SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization
Yan Sun ⋅ Guoxia Wang ⋅ Jinle Zeng ⋅ Jiabin Yang ⋅ Shuai Li ⋅ Li Shen ⋅ Dacheng Tao ⋅ Dianhai Yu ⋅ Haifeng Wang
[ OpenReview] 
Poster
None
DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images
Pengfei Wang ⋅ Shihao Wang ⋅ liyi chen ⋅ Zhiyuan Ma ⋅ Guowen Zhang ⋅ Lei Zhang
[ OpenReview] 
Poster
None
Full-Atom Cyclic Peptide Design via Test-Time Scaled Autoregressive Flow Matching
Yunpeng Wang ⋅ Zhonghui Gu ⋅ Runze Ma ⋅ Jie Yang ⋅ Zhanpeng Shi ⋅ Xiaoliang Shi ⋅ Zhijian Wei ⋅ Jun Li ⋅ Shuangjia Zheng
[ OpenReview] 
Poster
None
Generating the Wild: Individual-Consistent Image-to-Video Generation for Wildlife
Yuzhuo Li ⋅ Di Zhao ⋅ Xinyu Zhang ⋅ Daniel Wilson ⋅ Yun Sing Koh
[ OpenReview] 
Poster
None
Variational Wasserstein Model on Riemannian Manifolds for Image Segmentation
Jisui Huang ⋅ Yue Wu ⋅ Ke Chen ⋅ Na Lei
[ OpenReview] 
Poster
None
Low-Dimensional Adaptation of Rectified Flow: A Diffusion and Stochastic Localization Perspective
Saptarshi Roy ⋅ Alessandro Rinaldo ⋅ Purnamrita Sarkar
[ OpenReview] 
Poster
None
MGMem: An Efficient, Deterministic, and Provenance-Preserving Framework for Long-Horizon Agent Memory
Junhong Huang ⋅ Xin Tong ⋅ Jun Xia
[ OpenReview] 
Poster
None
Normalized SGD in the Convex Regime: First High-Probability Guarantees and Momentum Extension
Savelii Chezhegov ⋅ Eduard Gorbunov
[ OpenReview] 
Poster
None
Know Where You Stand: Memory-Source Choice in Long-Context Dialogue Agents
Caishen Zhou ⋅ Yihong Tang ⋅ Xuefeng Bai ⋅ Kehai Chen ⋅ Min zhang
[ OpenReview] 
Poster
None
Pixels to Tokens: Token Space Efficient Active Learning for Low-Budget Semantic Segmentation
Utku Cicek ⋅ Mahip Singh ⋅ Ziyao Shang ⋅ Kimathi Kaai ⋅ C Thomas ⋅ Pablo Guerrero ⋅ Alexander Wong ⋅ Sirisha Rambhatla
[ OpenReview] 
Poster
None
Instruction Anchor: Dissecting the Mechanistic Dynamics of Modality Arbitration
Yu Zhang ⋅ Mufan Xu ⋅ Xuefeng Bai ⋅ Kehai Chen ⋅ Pengfei Zhang ⋅ Yang Xiang ⋅ Min zhang
[ OpenReview] 
Poster
None
Attention Sinks and Outliers in Attention Residuals
Haozheng Luo ⋅ Haoran Dai ⋅ Shaoyang Zhang ⋅ Xi Chen ⋅ Eric Hanchen Jiang ⋅ Yijiang Li ⋅ Michael Ching-yuen Huang ⋅ Chenghao Qiu ⋅ Chenwei Xu ⋅ Zhenyu Pan ⋅ Haotian Zhang ⋅ Binghui Wang ⋅ Yan Chen
[ OpenReview] 
Poster
None
GUITAR: Structured Failure Diagnosis of GUI Agents via State Transitions
Shaoqing Zhang ⋅ Kehai Chen ⋅ Xuefeng Bai ⋅ Zhuosheng Zhang ⋅ Pengfei Zhang ⋅ Yang Xiang ⋅ Min zhang
[ OpenReview] 
Poster
None
What’s in a Smoothness Constant? Tight Rates for Local SGD with Bounded Second-order Heterogeneity
Kumar Kshitij Patel ⋅ Rustem Islamov ⋅ Sebastian Stich ⋅ Aurelien Lucchi ⋅ Eduard Gorbunov ⋅ Lingxiao Wang
[ OpenReview] 
Poster
None
Meta$^n$: Recursive Self-Improvement through Emergent Depth
Zae Myung Kim ⋅ Young-Jun Lee ⋅ Seungyeon Jwa ⋅ Dongyeop Kang
[ OpenReview] 
Poster
None
Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent
Tong Wu
Poster
None
They Can See It but not Say It: Iterative Self Knowledge Re-expression in Visual Reasoning Relative Pose Identification
MENGYU WANG ⋅ Ken Deng ⋅ Yftah Ziser ⋅ Shay Cohen ⋅ Tiejun Ma
[ OpenReview] 
Poster
None
Asymmetric Factorization for Low-Rank PSD Learning: When Is the Relaxation Exact ?
Enliang Hu ⋅ Juho Kannala ⋅ Guoying Zhao ⋅ Quanming Yao ⋅ Kun Yue
[ OpenReview] 
Poster
None
Manifold Embedding of Deep Image Features for Image Matching via Neural Adjoint Maps
Nafie El Amrani ⋅ Moritz Heep ⋅ Florian Bernard
[ OpenReview] 
Poster
None
Instance-Dependent Bandit Convex Optimization in One Dimension
Felix Breuer ⋅ Alireza Bakhtiari ⋅ Kevin Jamieson
[ OpenReview] 
Poster
None
Point Tracking Improves World Action Models
Jiarui Guan ⋅ Wenshuai Zhao ⋅ Yue Pei ⋅ Ziliang Chen ⋅ Arno Solin ⋅ Juho Kannala
[ OpenReview] 
Poster
None
Corrective Diffusion Language Models
Shuibai Zhang ⋅ Fred Peng ⋅ Yiheng Zhang ⋅ Jin Pan ⋅ Grigorios Chrysos
[ OpenReview] 
Poster
None
Sparsely Supervised Diffusion
Wenshuai Zhao ⋅ Zhiyuan Li ⋅ Yi Zhao ⋅ Mohammad Vali ⋅ Martin Trapp ⋅ Joni Pajarinen ⋅ Juho Kannala ⋅ Arno Solin
[ OpenReview] 
Poster
None
Uncertainty-Guided Reward Labeling for Reinforcement Learning under Limited Feedback
Renhao Zhang ⋅ Shreyas Chaudhari ⋅ Bruno Silva
[ OpenReview] 
Poster
None
How Hard is it to Rig a Benchmark? A Social Choice Analysis of Leaderboard Robustness
Polina Gordienko ⋅ Georg Schollmeyer ⋅ Frauke Kreuter ⋅ Christoph Jansen
[ OpenReview] 
Poster
None
Rethinking Personalized Generation: Test-time Alignment via Factorized Ranking Models
Qiyao Ma ⋅ Junshan Zhang ⋅ Zhe Zhao
[ OpenReview] 
Poster
None
Latent Barrier Steering: Hierarchical Safety for Generative Planning
Renhao Zhang ⋅ Mingzhe Li ⋅ Bruno Silva
[ OpenReview] 
Poster
None
What Gets Measured Gets Managed: Sign-aware Recommendation Needs Sign-aware Evaluation
Minchan Kim ⋅ Jungmin Hwang ⋅ Hyunwoo Park
[ OpenReview] 
Poster
None
PersonaManifold: Revealing and Exploiting Curved Geometry in LLM Persona Representations
Rui Xu ⋅ yinghui xu ⋅ Libo Wu
[ OpenReview] 
Poster
None
Recovering Evolving User Preference State via Adaptive Interaction-aware Representation Correction
Parthiv Chatterjee ⋅ Dhiraj Golhar ⋅ Ummesalma Diwan ⋅ Sourish Dasgupta ⋅ Manjunath Joshi ⋅ Tanmoy Chakraborty
[ OpenReview] 
Poster
None
SPECS: Faster Test-Time Scaling through Speculative Drafts and Dynamic Switching
Mert Cemri ⋅ Nived Rajaraman ⋅ Rishabh Tiwari ⋅ Xiaoxuan Liu ⋅ Kurt Keutzer ⋅ Ion Stoica ⋅ Kannan Ramchandran ⋅ Ahmad Beirami ⋅ Ziteng Sun
[ OpenReview] 
Poster
None
Approximate Bayesian inference with exchangeable distributions for neurosymbolic AI
Lennert De Smet
[ OpenReview] 
Poster
None
Simple Test-Time Refinement for Plot-to-Code Generation via Visual-Code Diagnostics
Peiming Guo ⋅ Jinpeng Huang ⋅ Yangbin Sun ⋅ GaoXiong Cao ⋅ Ensheng Shi ⋅ Yuchi Ma ⋅ Yu Zhang ⋅ Meishan Zhang ⋅ Baotian Hu ⋅ Min zhang
[ OpenReview] 
Poster
None
Improving Audit Realism with Inference-Time Compute and Deployment Scaffolds
Axel Ahlqvist ⋅ Richard Guan ⋅ Juan-Pablo Rivera ⋅ Adeline Kassler ⋅ Alexandra Souly ⋅ Kai Fronsdal ⋅ Robert Kirk ⋅ John Hughes
[ OpenReview] 
Poster
None
Attention-Based Soft Answer Sets
Wael AbdAlmageed
[ OpenReview] 
Poster
None
EgoHMP: Achieving Precise Human Motion Prediction in 3D Scenes via Egocentric Cues
Xin Zhao ⋅ Pengzhan Zhou ⋅ Ziyi Li ⋅ Riheng Jia ⋅ Zhida Qin ⋅ Yu Liu
[ OpenReview] 
Poster
None
MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents
Jifeng Gao ⋅ Kang Xia ⋅ Yi Zhang ⋅ Xiaobin Hong ⋅ Mingkai Lin ⋅ Xingshen Wei ⋅ Wenzhong Li ⋅ Sanglu Lu
[ OpenReview] 
Poster
None
VLA-Pro: Cross-Task Procedural Memory Transfer for Vision-Language-Action Models
Shengyu Si ⋅ Yuanzhuo Lu ⋅ Ruimeng Yang ⋅ Ziyi Ye ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
None
Contrastive Hypergraph Source-free Domain Adaptive Object Detection in Adverse Weathers
Jicheng Yuan ⋅ Duc Manh Nguyen ⋅ Tung Kieu ⋅ Manfred Hauswirth ⋅ Danh Le-Phuoc
[ OpenReview] 
Poster
None
Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models
Shengqiang Zhang ⋅ Ruotong Liao ⋅ Volker Tresp ⋅ Barbara Plank ⋅ Hinrich Schuetze
[ OpenReview] 
Poster
None
Ensemble Distributionally Robust Bayesian Optimisation
Tigran Ramazyan ⋅ Denis Derkach
[ OpenReview] 
Poster
None
On the Convergence of First-Order Methods in Signaling Games
Martin Bichler ⋅ Rilind Sahitaj ⋅ Artem Tsikiridis
[ OpenReview] 
Poster
None
SkillOS: Learning Skill Curation for Self-Evolving Agents
Siru Ouyang ⋅ Jun Yan ⋅ Yanfei Chen ⋅ Rujun Han ⋅ Zifeng Wang ⋅ Bhavana Dalvi Mishra ⋅ Rui Meng ⋅ Chun-Liang Li ⋅ Yizhu Jiao ⋅ Kaiwen Zha ⋅ Maohao Shen ⋅ Vishy Tirumalashetty ⋅ George Lee ⋅ Jiawei Han ⋅ Tomas Pfister ⋅ Chen-Yu Lee
[ OpenReview] 
Poster
None
marc.jourdan@epfl.ch
Marc Jourdan ⋅ Andrée Delahaye-Duriez ⋅ Clémence Réda
Poster
None
Runtime Monitoring of Perception-Based Autonomous Systems via Embedding Temporal Logic
Parv Kapoor ⋅ Abigail Hammer ⋅ Ashish Kapoor ⋅ Karen Leung ⋅ Eunsuk Kang
[ OpenReview] 
Poster
None
Search at the Cost of Sampling: Nearly-Instant Latent Space Bayesian Optimization
Donney Fan ⋅ Colin Doumont ⋅ Aleksandra Kalisz ⋅ Paul Duckworth ⋅ Jacob Gardner ⋅ Henry Moss ⋅ Geoff Pleiss
[ OpenReview] 
Poster
None
Reset Dependence Is Embodied: Training Protocol Changes Which Morphologies Appear Optimal
Kevin Qiu ⋅ Zhao Yang ⋅ Marek Cygan
[ OpenReview] 
Poster
None
ACDP: Architecture-aware Cross-Dataset Performance Predictor for NAS
Jiawen Deng ⋅ Yuqi Feng ⋅ Han Ji ⋅ Yanan Sun
[ OpenReview] 
Poster
None
Learning Recoverable Neural Networks against Weight Corruption via Simple Zero-Sum Projection
Sanggeon Yun ⋅ Ryozo Masukawa ⋅ SungHeon Jeong ⋅ Hyunwoo Oh ⋅ Nathaniel D Bastian ⋅ Mohsen Imani
[ OpenReview] 
Poster
None
Fisher-R1: Training LLM Agents for Reliable Hypothesis Testing
Jiacheng Miao ⋅ Jin Mu ⋅ Guanhua Chen ⋅ James Zou
[ OpenReview] 
Poster
None
ASTRA: ADMM-Accelerated Topology Reconfiguration for Dynamic Satellite Constellations
João Norberto ⋅ Ricardo N. Ferreira ⋅ Claudia Soares
[ OpenReview] 
Poster
None
Neural Causal Models under Markov Equivalence
Yushu Pan ⋅ Hongshuo Yang ⋅ Adiba Ejaz ⋅ Elias Bareinboim
[ OpenReview] 
Poster
None
A Characterization of Latent Variable Causal Models Consistent with Observational Data
Hongshuo Yang ⋅ Adiba Ejaz ⋅ Yushu Pan ⋅ Elias Bareinboim
[ OpenReview] 
Poster
None
DN-Flow: Driver–Navigator Structured Flow Matching for Mixed-Type Tabular Data Generation
Guangzhao Chai ⋅ Jing Liu ⋅ Youxi Wu ⋅ Yan Li
[ OpenReview] 
Poster
None
When to Inject the Target: Stage-Decoupled Guidance for Diffusion-Based Targeted Adversarial Attacks
JUNFENG YU ⋅ Junkai Bao ⋅ Hao Zeng ⋅ XIAOWEN MO ⋅ Xin Liu ⋅ Xuejian Huang
[ OpenReview] 
Poster
None
Itô maps for any-step SDEs
Zhengkai Pan ⋅ Peter Potaptchik ⋅ Wenxi Yao ⋅ Michael Albergo ⋅ Jakiw Pidstrigach
[ OpenReview] 
Poster
None
Diffusion LLMs are Natural Adversaries for any LLM
David Lüdke ⋅ Tom Wollschläger ⋅ Paul Ungermann ⋅ Stephan Günnemann ⋅ Leo Schwinn
[ OpenReview] 
Poster
None
LLM Is a Good Conditioner: End-to-End Sign Language Video Generation with VQ-Diffusion
Xiao Liu ⋅ Shiwei Gan
[ OpenReview] 
Poster
None
Fast Wasserstein rates for estimating probability distributions of probabilistic graphical models
Daniel Bartl ⋅ Stephan Eckstein
Poster
None
MITO: A Millimeter-Wave Dataset and Simulator for Non-Line-of-Sight Perception
Tara Boroushaki ⋅ Laura Dodds ⋅ Cusuh Ham ⋅ Fadel Adib
[ OpenReview] 
Poster
None
OpenMHC: Accelerating the Science of Wearable Foundation Models
Narayan Schütz ⋅ Yuze Bai ⋅ Lianggang Pan ⋅ Edgar Eggert ⋅ Favour Nerrise ⋅ Juan Delgado-SanMartin ⋅ Max Rosenblattl ⋅ Milana Gurbanova ⋅ Mohammad Asadi ⋅ Anders Johnson ⋅ Paul Schmiedmayer ⋅ Dennis Wang ⋅ Allan Lawrie ⋅ Daniel S Kim ⋅ Xin Liu ⋅ Akshay Paruchuri ⋅ Ehsan Adeli ⋅ Euan Ashley ⋅ Kelly W Zhang
[ OpenReview] 
Poster
None
Stochastic Optimization with Random Search
El Mahdi Chayti ⋅ Taha EL BAKKALI EL KADI ⋅ Omar Saadi ⋅ Martin Jaggi
[ OpenReview] 
Poster
None
Safe Linear Bandits with Unknown Safety Gaps
MAOLI LIU ⋅ Zhuohua Li ⋅ Zeyu Zhang ⋅ Xiangxiang Dai ⋅ John C. S. Lui
[ OpenReview] 
Poster
None
Generalization Measures for Deep Learning Should Be Audited for Fragility
Shuofeng Zhang ⋅ Ard Louis
[ OpenReview] 
Poster
None
Diff-Kalman: Difference-Driven Learning for Structure-Preserving Kalman Filtering
Jia Gao ⋅ Xianglei Xing ⋅ yang qing ⋅ Tianshuo Zhang ⋅ Wenzhe Zhai
[ OpenReview] 
Poster
None
Beyond One-Size-Fits-All: Diagnosis-Driven Online Reinforcement Learning with Offline Priors
Guozheng Ma ⋅ Lu Li ⋅ Zilin Wang ⋅ Pierre-Luc Bacon ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Agentic AI Design Should be Mediated to Promote Social Welfare
Omer Madmon ⋅ Moshe Tennenholtz
[ OpenReview] 
Poster
None
Align3D-AD: Cross-Modal Feature Alignment and Dual-Prompt Learning for Zero-shot 3D Anomaly Detection
Letian Bai ⋅ Xuanming Cao ⋅ Juan Du ⋅ Chengyu Tao
[ OpenReview] 
Poster
None
Position: Let’s Strengthen Verifiability if We Can’t Enforce Reproducibility
Samet Hicsonmez ⋅ Nermin Samet ⋅ Renaud Marlet
[ OpenReview] 
Poster
None
Sort, Partition, Randomize: Optimal Binary Hypothesis Testing under Local Differential Privacy
Elena Ghazi ⋅ Jawad Nasser ⋅ Flavio Calmon ⋅ Ibrahim Issa
[ OpenReview] 
Poster
None
Root Cause Analysis of Measurement and Mechanistic Anomalies
Hendrik Suhr ⋅ David Kaltenpoth ⋅ Jilles Vreeken
[ OpenReview] 
Poster
None
Stochastic Zeroth-Order Optimization Under Heavy-Tailed Noise
Taha EL BAKKALI EL KADI ⋅ El Mahdi Chayti ⋅ Qiuyi (Richard) Zhang ⋅ Imane Rahali ⋅ Omar Saadi
[ OpenReview] 
Poster
None
Learning to Continually Learn via Meta-learning Agentic Memory Designs
Yiming Xiong ⋅ Shengran Hu ⋅ Jeff Clune
[ OpenReview] 
Poster
None
Trustworthy AI Must Account for Interactions
Jesse Cresswell
[ OpenReview] 
Poster
None
ReToken: One Token to Improve Vision–Language Models for Visual Retrieval
Yao Xiao ⋅ Reuben Tan ⋅ Zhen Zhu ⋅ Yuqun Wu ⋅ Jianfeng Gao ⋅ Derek Hoiem
[ OpenReview] 
Poster
None
LoRASpace: A Pool-Wide Shared Substrate for Static and Dynamic Multi-LoRA Composition
Thamirawaran Sathiyalogeswaran ⋅ Navindu De Silva ⋅ Chamikara Siriwardane ⋅ W K Alwis ⋅ Jason Mars ⋅ Udaya S Thanthrige ⋅ Ranga Rodrigo
[ OpenReview] 
Poster
None
Local FDR Membership Inference Attacks: Multiple Testing and the Role of Ridge Regularization
Jinyoung Hong ⋅ Bonwoo Lee ⋅ Jeongyoun Ahn
[ OpenReview] 
Poster
None
Evaluating Compositional Generalization in Transformers: The Role of Composition Equivalence and Module Coverage
Purva Pruthi ⋅ Andrew Yuan ⋅ Alexander D'Amour ⋅ David Jensen
[ OpenReview] 
Poster
None
Embodied Neurocomputation: A Framework for Interfacing Biological Neural Cultures with Scaled Task-Driven Validation
Johnson Zhou ⋅ Daniel Tanneberg ⋅ Forough Habibollahi ⋅ Alon Loeffler ⋅ Kiaran Lawson ⋅ Valentina Baccetti ⋅ Kwaku D Abu-Bonsrah ⋅ Candice Desouza ⋅ Finn Doensen ⋅ Bradley Watmuff ⋅ Daria Kornienko ⋅ Azin Azadi ⋅ Justin L Bourke ⋅ Bernhard Sendhoff ⋅ Brett J. Kagan
[ OpenReview] 
Poster
None
D-DOIT: Training-free Adaptation of Discrete Diffusion via Doob's h-Transform
Jieke Wu ⋅ Qijie Zhu ⋅ Weimin Wu ⋅ Zeqi Ye ⋅ Minshuo Chen ⋅ Han Liu
[ OpenReview] 
Poster
None
DynamAuction: a reinforcement learning environment for repeated auction with dynamic value
Benjamin Heymann ⋅ Eugénie Patard ⋅ Corentin Pla ⋅ Patrick Loiseau
[ OpenReview] 
Poster
None
MemTailor: Hierarchical Memory-Augmented Multi-Expert Learning for Long-Tailed Recognition
Yuyang Sun ⋅ Senyang Su ⋅ Xiaotian Wang ⋅ Pengkun Wang ⋅ Yang Wang
[ OpenReview] 
Poster
None
Likelihood-Free Generative Policy Optimization
Maojiang Su ⋅ Qijie Zhu ⋅ Shuyang Yu ⋅ Yu Xiao ⋅ Minshuo Chen ⋅ Zhaoran Wang ⋅ Han Liu
[ OpenReview] 
Poster
None
ADAPT: Hybrid Prompt Optimization for LLM Feature Visualization
João N. Cardoso ⋅ Arlindo L Oliveira ⋅ Bruno Martins
[ OpenReview] 
Poster
None
Agree to Disagree: Multimodal Autonomous Negotiation and Calibration for Entity Representation Learning
Chenyi Xiong ⋅ Yan Zhang ⋅ Yueluan Huang ⋅ Lu Wang ⋅ Kui Xiao ⋅ Wenxin Huang ⋅ Zhifei Li
[ OpenReview] 
Poster
None
Position: AI-Agent Pricing Should Become More Outcome-Dependent: An Economic Perspective
Yuheng Bu ⋅ Yueyuan Ma
[ OpenReview] 
Poster
None
On the Rademacher Complexity of Graph Neural Networks: Unifying Expressivity and Geometry
Martin Carrasco ⋅ Caio Deberaldini Netto ⋅ Ehimare Okoyomon ⋅ Aneeqa Mehrab ⋅ Vahan Martirosyan ⋅ Caterina Graziani
[ OpenReview] 
Poster
None
Learning Subspace-Preserving Sparse Attention Graphs from Heterogeneous Multiview Data
Jie Chen ⋅ Yuanbiao Gou ⋅ Chuanbin Liu ⋅ Zhu Wang ⋅ Xi Peng
[ OpenReview] 
Poster
None
Transformers in the Dark: Navigating Unknown Search Spaces via Bandit Feedback
Jungtaek Kim ⋅ Thomas Zeng ⋅ Ziqian Lin ⋅ Minjae Lee ⋅ Chungpa Lee ⋅ Jy-yong Sohn ⋅ Hyung Koo ⋅ Kangwook Lee
Poster
None
Understanding Generalization Requires Universal Induction
Aram Ebtekar ⋅ Marcus Hutter ⋅ Danica J. Sutherland
[ OpenReview] 
Poster
None
CounterFlowNet: From Minimal Changes to Meaningful Counterfactual Explanations
Oleksii Furman ⋅ Patryk Marszałek ⋅ Jan Masłowski ⋅ Marek Śmieja ⋅ Maciej Zieba ⋅ Piotr Gaiński
[ OpenReview] 
Poster
None
Are LLMs Good at Feature Engineering? Evidence from a Controlled Synthetic Benchmark
Viacheslav Surkov ⋅ Yasha Pushak ⋅ Ritesh Ahuja ⋅ Rafael Pires ⋅ Anne-marie Kermarrec ⋅ Damien Hilloulin ⋅ Rhicheek Patra ⋅ Sungpack Hong
[ OpenReview] 
Poster
None
The BatchNorm Illusion: Diagnosing Normalization Artifacts in Machine Unlearning Evaluation
Aaryaman Kalani ⋅ Murari Mandal ⋅ Dhruv Kumar ⋅ Mohan Kankanhalli ⋅ Yash Sinha
[ OpenReview] 
Poster
None
From Perception to Punchline: Empowering VLM with the Art of In-the-wild Memes
Xueyan Li ⋅ Yingyi Xue ⋅ Mengjie Jiang ⋅ Qingzi Zhu ⋅ Yazhe Niu
[ OpenReview] 
Poster
None
CORAL: Learning Amyloid Fibril Ligand Docking with Cooperative Binding Rewards
Yasheng SUN ⋅ Bohan Li ⋅ Youqi Tao ⋅ Jürgen Schmidhuber
[ OpenReview] 
Poster
None
How to Instruct Your Robot: Dense Language Annotations Power Robot Policy Learning
Bosung Kim ⋅ Ruiyi Wang ⋅ David Acuna ⋅ Jaehun Jung ⋅ Alex Trevithick ⋅ Brandon Cui ⋅ Yejin Choi ⋅ Prithviraj Ammanabrolu
[ OpenReview] 
Poster
None
Robust Importance Sampling for Rare Events via Constrained Gaussian Mixtures
Pawel Lorek ⋅ Rafal Nowak ⋅ Rafał Topolnicki ⋅ Tomasz Trzcinski ⋅ Maciej Zieba
[ OpenReview] 
Poster
None
Understanding diffusion models requires rethinking (again) generalization
Pierre Marion ⋅ Yu-Han Wu
[ OpenReview] 
Poster
None
FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration
Zhengding Hu ⋅ Mingge Lu ⋅ Zhen Wang ⋅ Jixuan Ruan ⋅ Chang Chen ⋅ Zaifeng Pan ⋅ Yue Guan ⋅ Ruiyi Wang ⋅ Zhongkai Yu ⋅ Chao Zhang ⋅ Yufei Ding
[ OpenReview] 
Poster
None
AlloSpatial: Agentic Harness Framework for Spatial Reasoning in Foundation Models
Shouwei Ruan ⋅ Bin Wang ⋅ Zhenyu Wu ⋅ Qihui Zhu ⋅ Yuxiang Zhang ⋅ Jingzhi Li ⋅ Yubin Wang ⋅ Xingxing Wei
[ OpenReview] 
Poster
None
FlyingDrones: A Dataset and Benchmark for Optical Flow Estimation from UAV motion
Laurenz Ruzicka ⋅ Roman Pflugfelder ⋅ Daniel Cremers
[ OpenReview] 
Poster
None
SWE-Protégé: Learning to Selectively Collaborate With an Expert Unlocks Small Language Models as Software Engineering Agents
Patrick T Kon ⋅ Archana Pradeep ⋅ Ang Chen ⋅ Alexander P Ellis ⋅ Warren Hunt ⋅ Zijian Wang ⋅ John Yang ⋅ Samuel Thompson
[ OpenReview] 
Poster
None
Claims of AI emergence should be grounded in information decomposition
Christoph Riedl ⋅ Fernando Rosas
[ OpenReview] 
Poster
None
Beyond Downstream Scores: Controlled Diagnostics for Point-Cloud Self-Supervised Learning Evaluation
Kohsuke Ide ⋅ Ryousuke Yamada ⋅ Yue Qiu ⋅ Yoshihiro Fukuhara ⋅ Hirokatsu Kataoka ⋅ Yuki Asano ⋅ Yutaka Satoh
[ OpenReview] 
Poster
None
AI Agents Push Humans Out of the Loop
Margaret Mitchell ⋅ Avijit Ghosh ⋅ Samir Passi
[ OpenReview] 
Poster
None
GAUGECAST++: A Physics-Informed Latent Forecasting System for Localized Flood Prediction
Adrian Kucia ⋅ Edward Rollason ⋅ Wai Lok Woo
[ OpenReview] 
Poster
None
On-Policy Consistency Training Improves LLM Safety with Minimal Capability Degradation
Andy Q Han ⋅ Kristina Fujimoto ⋅ Avidan Shah ⋅ Kiet Nguyen ⋅ Kai Xu ⋅ Yueh-Han Chen ⋅ Ilia Sucholutsky ⋅ Rico Angell
[ OpenReview] 
Poster
None
RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution
Siyonng Jian ⋅ Siyuan Li ⋅ Luyuan Zhang ⋅ Zedong WANG ⋅ Xin Jin ⋅ Ying Li ⋅ Cheng Tan ⋅ Huan Wang
[ OpenReview] 
Poster
None
GVCC: Zero-Shot Video Compression via Codebook-Driven Stochastic Rectified Flow
Ziyue Zeng ⋅ Xun Su ⋅ Haoyuan Liu ⋅ Bingyu Lu ⋅ Yui Tatsumi ⋅ Hiroshi Watanabe
[ OpenReview] 
Poster
None
Epistemic Infrastructures of Science in AI Era Should Rebalance Costs of Generation and Verification
Jiaqi Ma
[ OpenReview] 
Poster
None
Generative Molecular Morphing for Flexible-Size Design via Unbalanced Optimal Transport
Malte Franke ⋅ Stefan P. Schmid ⋅ Žarko Ivković ⋅ Kjell Jorner ⋅ Andreas Krause
[ OpenReview] 
Poster
None
Grounding Driving VLA via Inverse Kinematics
Junsung Park ⋅ Hyunjung Shim
[ OpenReview] 
Poster
None
Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph
Fali Wang ⋅ Jihai Chen ⋅ Shuhua Yang ⋅ Runxue Bao ⋅ Zhiwei Zhang ⋅ Tianxiang Zhao ⋅ Hui Liu ⋅ Xianfeng Tang ⋅ Qi He ⋅ Suhang Wang
[ OpenReview] 
Poster
None
LoCo: Selective Local Competition for Discriminative Open-Vocabulary Multi-Label Recognition
Zhuoming Li ⋅ Bo Han ⋅ Xiaoyu Wang ⋅ Yuheng Jia
[ OpenReview] 
Poster
None
FireMPC: A Multi-Source Pan-Canadian Wildfire Benchmark Revealing Spatiotemporal Generalization Gaps
Zhengsen Xu ⋅ Sibo Cheng ⋅ Lanying Wang ⋅ Aryan Sharma ⋅ Linlin Xu
[ OpenReview] 
Poster
None
Exploiting Negative Multi-Cluster Structure in Class-Wise Embeddings for Weakly Supervised Multi-Label Learning
Bo Han ⋅ Zhuoming Li ⋅ Yaxin Hou ⋅ Xiaoyu Wang ⋅ Hui LIU ⋅ Junhui Hou ⋅ Yuheng Jia
[ OpenReview] 
Poster
None
Position: Fair Representations Cannot Hold What They Promise
Shai Ben-David ⋅ Tosca Lechner ⋅ Ruth Urner
[ OpenReview] 
Poster
None
On the Recall Scaling Laws in Mamba: A Theoretical and Mechanistic Study via Hashing
Yuval Koren ⋅ Assaf Ben-Kish ⋅ Raja Giryes ⋅ Lior Wolf ⋅ Itamar Zimerman
[ OpenReview] 
Poster
None
RobustStress: Stress-Testing AI-Generated Text Detectors under Gradual Perturbations
Youcheng Yan ⋅ Jinshuo Liu ⋅ Qiyuan Li ⋅ Xinya Liu ⋅ Jinguang Gu ⋅ Donghong Ji ⋅ Jeff Pan
[ OpenReview] 
Poster
None
Toward Embodied World Agents via Embodied-Planning Dataset and Interactive World Models
Xiaokun Feng ⋅ Junshu Tang ⋅ zeyi lin ⋅ Ling-Hao Chen ⋅ Shuai Shao ⋅ Qinglin Lu ⋅ Kaiqi Huang
[ OpenReview] 
Poster
None
Introspection Tools Help LLMs Understand and Control Themselves
Xiao Liu ⋅ Junsol Kim ⋅ Shiyang Lai ⋅ Jacy Anthis ⋅ Siyang Wu ⋅ Chenhao Tan ⋅ James Evans
[ OpenReview] 
Poster
None
EndoSCOP-V: A Multi-Turn Video Understanding Evaluation Framework for Multimodal Models in Endoscopy Reporting and Clinical Reasoning
Abhishek Tyagi ⋅ TANMAY JAIN ⋅ Vilas Biradar ⋅ Krithi K Koduri ⋅ Misba h Masoodi ⋅ Swetha Rapolu ⋅ HARDIK RUGHWANI ⋅ Rachana Kotha ⋅ Anjan K kaipa ⋅ Anudeep Katrevula ⋅ Rakesh Garlapati ⋅ ANIRUDDHA P SINGH ⋅ Rajendra Patel ⋅ Abhay Tyagi ⋅ SUNDEEP LAKHTAKIA ⋅ MOHAN RAMCHANDANI ⋅ RAKESH KALAPALA ⋅ NAGESHWAR REDDY
[ OpenReview] 
Poster
None
VisionCreator-R1: A Reflection-Enhanced Native Visual-Generation Agentic Model
Jinxiang Lai ⋅ Wenzhe Zhao ⋅ Zexin Lu ⋅ HUALEI Zhang ⋅ Qinyu Yang ⋅ Rongwei Quan ⋅ li zhimin ⋅ Shuai Shao ⋅ Song Guo ⋅ Qinglin Lu
[ OpenReview] 
Poster
None
Reinforced Fast Weights via Next-Sequence Prediction
Hee S Hwang ⋅ Xindi Wu ⋅ Sanghyuk Chun ⋅ Zhiwei Deng ⋅ Olga Russakovsky
[ OpenReview] 
Poster
None
Personalized LLM Alignment Should Be Counterfactually Verifiable
Cristina Garbacea
[ OpenReview] 
Poster
None
Do Not Let Spikes Flip: Margin-Resculpted Learning for Robust Spiking Neural Networks
Desong Zhang ⋅ Jia Hu ⋅ Geyong Min
[ OpenReview] 
Poster
None
EsoLang-Bench: Evaluating Large Language Models via Esoteric Programming Languages
Aman Sharma ⋅ Paras Chopra
[ OpenReview] 
Poster
None
Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages
Aman Sharma ⋅ Sushrut Thorat ⋅ Paras Chopra
[ OpenReview] 
Poster
None
A Closer Look at Dynamic Scene Graph Generation in the Era of Multimodal Large Language Models
Xuanming Cui ⋅ Jaiminkumar A Bhoi ⋅ Chionh W Peng ⋅ Adriel Kuek ⋅ Ser Nam Lim
[ OpenReview] 
Poster
None
Robust-by-Design Distributional Learning from Contaminated Samples
Nevena Gligić ⋅ Arya Farahi
[ OpenReview] 
Poster
None
Inferential Theory of Learning as a Framework for Test-Time Computation in Foundation Models
Mohit Prabhushankar ⋅ Ghassan AlRegib
[ OpenReview] 
Poster
None
On approximation and estimation of Schrödinger potentials without the curse of dimensionality
Artsiom Patarusau ⋅ Nikita Puchkin ⋅ Konstantin Yakovlev
[ OpenReview] 
Poster
None
The Pok\'emon Theorem and other Fairness Impossibility Results
Daniel M Smola ⋅ Alexander Smola
[ OpenReview] 
Poster
None
Watermarking Without Standards Is Not AI Governance
Alexander Nemecek ⋅ Yuzhou Jiang ⋅ Erman Ayday
[ OpenReview] 
Poster
None
Simultaneous Individual, Group and Multigroup Fairness in Set Covering Problems
Sharmila Duppala ⋅ Nathaniel Grammel ⋅ Tyler He ⋅ Aravind Srinivasan
[ OpenReview] 
Poster
None
StableHand: Quality-Aware Flow Matching for World-Space Dual-Hand Motion Estimation from Egocentric Video
Huajian Zeng ⋅ Chaohua Yao ⋅ Yuantai Zhang ⋅ Jiaqi Yang ⋅ Rolandos Alexandros Potamias ⋅ Xingxing Zuo
[ OpenReview] 
Poster
None
Preconditioned Flow Matching
Shadab Ahamed ⋅ Eshed Gal ⋅ Md Shahriar Rahim Siddiqui ⋅ Simon Ghyselincks ⋅ Moshe Eliasof ⋅ Eldad Haber
[ OpenReview] 
Poster
None
Large language models can not and should not be banned from peer review
Anat Kleiman ⋅ Gustaf Ahdritz
[ OpenReview] 
Poster
None
Higher-Order Cell Tracking Transformer
Jordão Bragantini ⋅ Ilan Theodoro ⋅ Loic A Royer
[ OpenReview] 
Poster
None
Position: Lottery Tickets Do Not Explain Overparameterization. How About Escape Dimensions?
Flavio Martinelli ⋅ Johanni Brea ⋅ Wulfram Gerstner
[ OpenReview] 
Poster
None
The Aleatoric-Epistemic Dichotomy of Uncertainty is Meaningful and Indispensable for Machine Learning
Yusuf Sale ⋅ Nikita Kotelevskii ⋅ Maxim Panov ⋅ Eyke Hüllermeier
[ OpenReview] 
Poster
None
Watermarking Should Be Treated as a Monitoring Primitive
Toluwani Aremu ⋅ Jie Zhang ⋅ Nils Lukas
[ OpenReview] 
Poster
None
PhaseLoRA: Control-Regime-Conditioned Low-Rank Adaptation for Continuous-Action Vision-Language-Action Policies
Yufei Guo ⋅ Yinan Wu ⋅ Haoran Duan ⋅ guiguang ding ⋅ Jungong Han
[ OpenReview] 
Poster
None
Pluralistic AI Alignment Requires Inference-Time Multi-Objective Control
Weichen Li ⋅ Mislav Stojanović ⋅ Daniel Neider ⋅ Marius Kloft ⋅ Sophie Fellenz
[ OpenReview] 
Poster
None
Theory of Optimal Learning Rate Schedules and Scaling Laws for a Random Feature Model
Blake Bordelon ⋅ Francesco Mori
[ OpenReview] 
Poster
None
BiMoGen: Bidirectional Motion-Text Generation via Unified Masked Discrete Diffusion
Wanjiang Weng ⋅ Yongliang Wu ⋅ Xiaofeng Tan ⋅ Xingyu Zhu ⋅ Wenbo Zhu ⋅ Hongsong Wang
[ OpenReview] 
Poster
None
Treat Domain-Specific Languages as Design Variables in LLM Agents
Letian Li ⋅ Wenyuan Jiang ⋅ Xin Yang ⋅ Shuzhao Xie ⋅ Chenghao Gu ⋅ Yu Meng ⋅ ZhengXiao He ⋅ Zhi Wang
[ OpenReview] 
Poster
None
Sport Is The Next Grand Challenge For Artificial Intelligence: Toward A Science Of Human Physical Skill
Katia Bourahmoune ⋅ Karlos Ishac
[ OpenReview] 
Poster
None
Looking Under the Streetlight: Evaluation in Generative Molecular Dynamics
Simon Olsson ⋅ Frank Noe ⋅ Grant Rotskoff ⋅ Kresten Lindorff-Larsen
[ OpenReview] 
Poster
None
From Nodes to Pixels: Topological and Structural Two-View Graph Imaging
Md Joshem Uddin ⋅ Soham Changani ⋅ Sai K Navuluru ⋅ Cuneyt Akcora ⋅ Baris Coskunuzer
[ OpenReview] 
Poster
None
CofactVLA: Deconfounding Vision-Language-Action Models via Counterfactual Intervention
Yan Zhang ⋅ Yinan Wu ⋅ Haoran Duan ⋅ Jungong Han
[ OpenReview] 
Poster
None
Long-Lived AI Agents Age Too: They Quietly Decay After Deployment
Jianing Zhu ⋅ Yeonju Ro ⋅ John Robertson ⋅ Kevin Wang ⋅ Junbo Li ⋅ Haris Vikalo ⋅ Aditya Akella ⋅ Zhangyang "Atlas" Wang
[ OpenReview] 
Poster
None
HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing
Zhenjie Yang ⋅ Xingyu Jiao ⋅ Guopeng Zhong ⋅ Shuzhe Yang ⋅ Shi Che ⋅ Chao Wu ⋅ Chenyu Jiang ⋅ Dongjie Zhang ⋅ Yideng Zhang ⋅ Zheng Zhang ⋅ Muyun Jiang ⋅ Haisheng Su ⋅ Shuang Jin ⋅ Donghang Zhang ⋅ Chao Yang ⋅ Li Chen ⋅ Hongyang Li ⋅ Zuxuan Wu ⋅ Junchi Yan ⋅ Xiaosong Jia ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
None
Grassmannian Geodesic Steering: Rank-Preserving Subspace Control for Inference-Time Alignment of Language Models
Longyi Liu ⋅ Zhitao Wang ⋅ Jianchao Yu ⋅ Mingrui Cai ⋅ Yuxing Han ⋅ Gene Wen
[ OpenReview] 
Poster
None
TrajEvolve: Trajectory Evolution for Reinforcement Learning with Hindsight Credit Assignment
Yi Wen ⋅ Hao Chen ⋅ Wanyu Wang ⋅ Maolin Wang ⋅ Pengyue Jia ⋅ Derong Xu ⋅ Hui-Ze Tan ⋅ Yingyi Zhang ⋅ Wenlin Zhang ⋅ weihongluo ⋅ Xiku Du ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
None
CARVE: Counterfactual Video Editing for Auditing and Hardening Video Detectors
Wei Zhou ⋅ Chenyiming ⋅ Xu Jinwei ⋅ Yang zhou ⋅ Quan Gan ⋅ Li Yang
[ OpenReview] 
Poster
None
Symmetric Interventions for Eliciting Model Intent
David V Zarb ⋅ Rustem Turtayev ⋅ Taywon Min ⋅ Jinghua Ou ⋅ Shi Feng
[ OpenReview] 
Poster
None
RankAlign: Unsupervised Vision-Language Representation Alignment via Rank Transformation
Enzhe Zhao ⋅ Marco Fiorucci ⋅ Lamberto Ballan
[ OpenReview] 
Poster
None
DARE: Dual-Level Adversarial Learning with Domain-Aware Regularization for Whole Slide Image Classification
Yuxuan Jiang ⋅ Haichuan Dong ⋅ Manning Wang
[ OpenReview] 
Poster
None
Low-Rank Hierarchical Merging for Efficient Long-to-Short Reasoning
Zeqiu Yu ⋅ Xuesheng Zhang ⋅ Wenxiao Zhao ⋅ Shixiao Wang
[ OpenReview] 
Poster
None
Tri-Prompting: Controllable Video Generation with Scene, Subject, and Motion Prompts
Zhenghong Zhou ⋅ Xiaohang Zhan ⋅ Zhiqin Chen ⋅ Soo Ye Kim ⋅ Nanxuan Zhao ⋅ Haitian Zheng ⋅ Qing Liu ⋅ HE Zhang ⋅ Zhe Lin ⋅ Yuqian Zhou ⋅ Jiebo Luo
[ OpenReview] 
Poster
None
Robot Demonstration Videos Should Include Transparency Disclosures
Nozomi Nakajima
[ OpenReview] 
Poster
None
Optimized Minimal 4D Gaussian Splatting for Efficient Dynamic Scene Representation
Minseo Lee ⋅ Byeonghyeon Lee ⋅ Lucas Y Lee ⋅ Eunsoo Lee ⋅ Jun Y Jeong ⋅ Sangmin Kim ⋅ Seunghyeon Song ⋅ Joo Chan Lee ⋅ Jong Hwan Ko ⋅ Jaesik Park ⋅ Eunbyung Park
[ OpenReview] 
Poster
None
TIMA: Test-Time Internalization for Agentic Memory
Xiaohang Sui ⋅ Yongjian Fu ⋅ Yizhe Zhao ⋅ Sheng Yue ⋅ Ju Ren
[ OpenReview] 
Poster
None
Compact Representations of Impact-Based Fair-Ranking Policies
Yuki Uehara ⋅ Naoki Nishimura ⋅ Noriyoshi Sukegawa ⋅ Yuichi Takano
[ OpenReview] 
Poster
None
Understanding Graph Self-Supervised Pre-training under Distribution Shifts: A Scaling Law Perspective
Bingheng Li ⋅ Shikun Liu ⋅ Yu Song ⋅ Jay Revolinsky ⋅ Haoyu Han ⋅ Jiayuan Ding ⋅ Hua Liu ⋅ Jiliang Tang
[ OpenReview] 
Poster
None
From Small to Large: Cross-Scale Graph Domain Adaptation via Local-Global Structural Alignment
Ruiyi Fang ⋅ Gezheng Xu ⋅ QIUHAO Zeng ⋅ Zihao Jing ⋅ Jiale Cai ⋅ Zhihao Li ⋅ Hao Zheng ⋅ Xuanting Xie ⋅ Shuo Wang ⋅ Bingheng Li ⋅ RUIZHI PU ⋅ Zhao Kang ⋅ Charles Ling ⋅ Boyu Wang
[ OpenReview] 
Poster
None
Rectifying Categorical Flows on Statistical Manifolds for One-Step Generation
Xiaohuan Jia ⋅ Renzhe Xu ⋅ Xiao Wang ⋅ Jiayun Wu ⋅ Shaohua Fan
[ OpenReview] 
Poster
None
LIBERO-PeRM: Benchmarking Personalized Robotic Manipulation
Zhixu Li ⋅ Keqian Tang ⋅ Litian Gong ⋅ Jingyu Yao ⋅ Wenqian Zhang ⋅ Tianze Xu ⋅ Zehao Wang ⋅ Yuping Wang ⋅ Junge Zhang ⋅ Jiachen Li
[ OpenReview] 
Poster
None
Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS
Chaeeun Kim ⋅ Seungone Kim
[ OpenReview] 
Poster
None
AI GAMESTORE: Scalable, Open-Ended Evaluation of Machine General Intelligence with Human Games
Lance Ying ⋅ Ryan Truong ⋅ Prafull Sharma ⋅ Kaiya Zhao ⋅ Nathan Cloos ⋅ Kelsey Allen ⋅ Tom Griffiths ⋅ Katie Collins ⋅ Jose Hernandez-Orallo ⋅ Phillip Isola ⋅ Samuel J Gershman ⋅ Josh Tenenbaum
[ OpenReview] 
Poster
None
Pattern-Based Matrix Analysis Under Permutations
Andrei Ermakov
[ OpenReview] 
Poster
None
AirMPA: A Meteorology-to-Pollution Adapter for Global Air Quality Forecasting
Yiheng Wang ⋅ kai zheng ⋅ Yuetan Lin ⋅ Fanglu Fan ⋅ Chenliang Tao ⋅ Guochao Chen ⋅ Hongliang Zhang ⋅ Hao Li
[ OpenReview] 
Poster
None
CodecSplat: Ultra-Compact Latent Coding for Feed-Forward 3D Gaussian Splatting
Pengpeng Yu ⋅ Runqing Jiang ⋅ Qi Zhang ⋅ Dingquan Li ⋅ Jing Wang ⋅ Yulan Guo
[ OpenReview] 
Poster
None
RECIPE: Learning to Rank Complete Precursor Sets for Inorganic Retrosynthesis
Jing Gao ⋅ Kaipeng Zeng ⋅ Fuyuan Xia ⋅ Jian Ma ⋅ Yufeng Li ⋅ Qifeng Li ⋅ Lin Yao ⋅ Junchi Yan
[ OpenReview] 
Poster
None
LookWhen? Fast Video Recognition by Learning When, Where, and What to Compute
Ali Salamatian ⋅ Anthony Fuller ⋅ Pritam Sarkar ⋅ James Green ⋅ Leonid Sigal ⋅ Evan Shelhamer
[ OpenReview] 
Poster
None
High Performance Differentially Private Fine-Tuning using Dataset Distillation
Noel Loo ⋅ Hanshen Xiao ⋅ Alexander Amini ⋅ Mathias Lechner ⋅ Ramin Hasani ⋅ Daniela Rus
[ OpenReview] 
Poster
None
Learning to Search, Searching to Learn: A Closed-Loop Framework for Large-Scale Vehicle Routing
Yongji Fu ⋅ Yi Zhou ⋅ Gaojie Jin ⋅ Guanqun Cao
[ OpenReview] 
Poster
None
Uncovering Hidden Propensities in Language Models via Limited-Parameter Finetuning
Boyd Kane ⋅ Jo Jiao ⋅ Bryce Woodworth ⋅ Elizabeth Donoway ⋅ Alex Cloud ⋅ Alexander Turner
[ OpenReview] 
Poster
None
Provable Explanations for Any-Order Neural Additive Models
Idan Refaeli ⋅ Shahaf Bassan ⋅ Yizhak Y Elboher ⋅ Guy Katz
[ OpenReview] 
Poster
None
Approaching Effective Merging in Model Embedding Space
Wei Chen ⋅ Zhenyuan Dong ⋅ Qiang Qiu
[ OpenReview] 
Poster
None
TrioPose: Native Triple-Stream Diffusion Transformers for Pose-Guided Text-to-Image Generation
dian gu ⋅ Zhengyi Yang
[ OpenReview] 
Poster
None
Transferable SCF-Acceleration through Solver-Aligned Initialization Learning
Eike S. Eberhard ⋅ Viktor Kotsev ⋅ Timm Güthle ⋅ Stephan Günnemann
[ OpenReview] 
Poster
None
ConnectomeBench2: A Unified Benchmark for Automated Connectomic Proofreading
Jeff Brown ⋅ Tim Farkas ⋅ Gleb Razgar ⋅ Edward Boyden
[ OpenReview] 
Poster
None
DDMS: Discriminative Distillation of Multi-view Foundational Features into Single-view Models
Jeonggi Kwak ⋅ Sho Kagami ⋅ Yuki Ono ⋅ Kwang Moo Yi
[ OpenReview] 
Poster
None
OntoPlan: An Ontology-Grounded Scene Representation and Agentic Framework for Scalable Robot Task Planning
Hyeongwoo Nam ⋅ Woongje Cho ⋅ Juwon Kim ⋅ Jongeun Choi
[ OpenReview] 
Poster
None
Prototype Topology Consistency for Visible-Infrared Lifelong Person Re-Identification
Tan Shang ⋅ Zhijie Lu ⋅ Wuxuan Shi ⋅ He Li ⋅ Mang Ye
[ OpenReview] 
Poster
None
The Web Doesn't Sit Still: Adversarial Self-Evolving Attacks on Search Agents
Geyuan Wang ⋅ Shunyu Liu ⋅ Siyuan Liang ⋅ Chenyang Lyu ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Early Detection of Backbone Divergence via Neighborhood Structure in Learned Embeddings
Yiming Zhang ⋅ Reza Hassanpour ⋅ Georgi Gaydadjiev
[ OpenReview] 
Poster
None
Multiclass Classification with Rare Useful Features: Fundamental Limits and the Optimality of Diversity Pursuit Higher Criticism
Gabriel Moryoussef ⋅ Alon Kipnis
[ OpenReview] 
Poster
None
Filter Banks: from Low-Rank Representations to Deep Models for Efficient Time Series Forecasting
Ashutosh Vaishnav ⋅ Mohsen Amidzadeh ⋅ Teemu Kämäräinen ⋅ Matti Siekkinen ⋅ Mario Di Francesco
[ OpenReview] 
Poster
None
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning
Yinghui He ⋅ Ling Yang ⋅ Jiarui Liu ⋅ Yongjin Yang ⋅ Lechen Zhang ⋅ Mengdi Wang ⋅ Sanjeev Arora
[ OpenReview] 
Poster
None
Bandits via Additive Quantized Representations
Ami Tavory ⋅ Noam Touitou ⋅ Tal Sarig ⋅ Frank Cheng ⋅ Ido Guy
[ OpenReview] 
Poster
None
Entropy-Gated Latent Recursion
Soham Bhattacharjee ⋅ Dushyant S Chauhan ⋅ Salem Lahlou ⋅ Martin Takac ⋅ Nils Lukas
[ OpenReview] 
Poster
None
Breaking the Group Size Barrier: Parameter-Efficient Group Dance Generation with Chain-of-Dancers
Jing Xu ⋅ Cunjian Chen ⋅ Qiuhong Ke
[ OpenReview] 
Poster
None
BACE: Behavior-Adaptive Connectivity Estimation from Multi-Region Neural Recordings
Mehrnaz Asadi ⋅ Sina Javadzadeh ⋅ Rahil Soroushmojdehi ⋅ Ali Mousavi ⋅ Terence Sanger
[ OpenReview] 
Poster
None
PAVE: Prefill-Conditioned Activation Editing for Hallucination Mitigation in LVLMs
Jingmin Zhu ⋅ Junae Kim ⋅ Dinh Phung ⋅ Trung Le ⋅ Jianfei Cai ⋅ Qiuhong Ke
[ OpenReview] 
Poster
None
AEGIS: Adaptive Efficient Generative Inference Scheduling for Structured Latent Models
Haoqi Ruan ⋅ Ruihan Hu ⋅ XinruiCheng ⋅ Ziyi Zhong ⋅ Zhaodong Zhang ⋅ Wenqi Wang ⋅ Xuheng Zhang
[ OpenReview] 
Poster
None
Extremely Sparse-View Computed Tomography from 2D Projections via Pose-Aware Diffusion Priors
Linrui Dai ⋅ Jinxiu Liang ⋅ Chu Zhou ⋅ Mae Yamaguchi ⋅ Ryuya Takahashi ⋅ Imari Sato
[ OpenReview] 
Poster
None
PROACT-Agent: Progressive Runtime Oversight and Active Circuit-breaking for Real-Time Safety
Ding Jia ⋅ Wei Liu ⋅ Xianglong Du ⋅ Yingjie Li ⋅ Yingqing Yang ⋅ Huili Yu ⋅ Zhangsong Zhan ⋅ Chu Zhou
[ OpenReview] 
Poster
None
Total Variation Rates for Riemannian Flow Matching
Yunrui Guan ⋅ Krishnakumar Balasubramanian ⋅ Shiqian Ma
[ OpenReview] 
Poster
None
Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents
Yuanpu Cao ⋅ Saket Sathe ⋅ Hanyu Wang ⋅ Ziyi Yin ⋅ Fenglong Ma ⋅ Jinghui Chen
[ OpenReview] 
Poster
None
Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments
Parth Asawa ⋅ Christopher M Glaze ⋅ Gabriel Orlanski ⋅ Ramya Ramakrishnan ⋅ Benji Xu ⋅ Asim Biswal ⋅ Vincent Chen ⋅ Frederic Sala ⋅ Matei A Zaharia ⋅ Joseph Gonzalez
[ OpenReview] 
Poster
None
OmniSE: Support-Faithful Optimization for Evidence-Centric Audio-Video Reasoning
Xilin He ⋅ Yifan Shen ⋅ Ankan Deria ⋅ Xiangyu Yue ⋅ Muhammad Haris Khan
[ OpenReview] 
Poster
None
TERMINATOR: Learning Optimal Exit Points for Early Stopping in Chain-of-Thought Reasoning
Alliot Nagle ⋅ Jakhongir Saydaliev ⋅ Dhia Garbaya ⋅ Michael Gastpar ⋅ Ashok Vardhan Makkuva ⋅ Hyeji Kim
[ OpenReview] 
Poster
None
Structured Coupling for Flow Matching
Francisco Sumba Toral ⋅ Carles Balsells Rodas ⋅ Yingzhen Li
[ OpenReview] 
Poster
None
Entropy Guided Dynamic Patch Segmentation for Time Series Transformers
Sachith Abeywickrama ⋅ Emadeldeen Eldele ⋅ Min Wu ⋅ Xiaoli Li ⋅ Chau Yuen
[ OpenReview] 
Poster
None
Prune to Protect: Faster Training and Enhanced Privacy by Dynamic Data Pruning
Chinmay Joshi ⋅ Advait Gadhikar ⋅ Celia Rubio-Madrigal ⋅ Aneet K Dutta ⋅ Mridula Singh ⋅ Rebekka Burkholz
[ OpenReview] 
Poster
None
Improved Robust Verifiable Federated Learning Based on Packed Secret Sharing
Jinhyuk Choi ⋅ Hyung Tae Lee
[ OpenReview] 
Poster
None
LACE: Lattice Attention for Cross-thread Exploration
Yang LI ⋅ Zirui Zhang ⋅ Yang Liu ⋅ Chengzhi Mao
[ OpenReview] 
Poster
None
CryoGeo: Latent Pose Equivariance for Amortized Ab Initio Cryo-EM Reconstruction
Zhongyang Li ⋅ Diedong Feng ⋅ Shen Cheng ⋅ Bing Zeng ⋅ Shuaicheng Liu
[ OpenReview] 
Poster
None
Consolidating Reasoning with Test-Time Learning
Haotian Wu ⋅ Zeming Chen ⋅ Hao Zhao ⋅ Antoine Bosselut
[ OpenReview] 
Poster
None
Rethinking Geometric Depth in Monocular 3D Object Detection: A Projection-Consistent Reformulation
Zhihao Zhang ⋅ Abhinav Kumar ⋅ Huaizhi Qu ⋅ Tianlong Chen ⋅ Xiaoming Liu
[ OpenReview] 
Poster
None
Scaling Laws for Multimodal Data Mixtures
Aditi Khandelwal ⋅ Ayush Kumar Tarun ⋅ Yixuan Xu ⋅ Imanol Schlag ⋅ Golnoosh Farnadi ⋅ Siva Reddy ⋅ Luke Zettlemoyer ⋅ Antoine Bosselut
[ OpenReview] 
Poster
None
RefineAny3D: Depth Refinement as Semantic Alignment for Monocular 3D Detection
Zhihao Zhang ⋅ Gengwei Zhang ⋅ Tianlong Chen ⋅ Xiaoming Liu
[ OpenReview] 
Poster
None
Brittlebench: Quantifying LLM robustness via prompt sensitivity
Angelika Romanou ⋅ Mark Ibrahim ⋅ Candace Ross ⋅ Kerem Oktar ⋅ Chantal Shaib ⋅ Samuel J Bell ⋅ Anaelia Ovalle ⋅ Antoine Bosselut ⋅ Jesse Dodge ⋅ Koustuv Sinha ⋅ Adina Williams
[ OpenReview] 
Poster
None
AdaWM: Few-Shot Adaptation of World Models to Unseen Dynamical Regimes
Zian Guan ⋅ Guozheng Li ⋅ Zilun Zhang ⋅ Zecong Tang
[ OpenReview] 
Poster
None
TwinPrune: Density-Aware Two-Phase Token Pruning for Vision-Language Models
Kai Liu ⋅ Anqi Li ⋅ Junxian Li ⋅ Zhixin Wang ⋅ Zhikai Chen ⋅ Renjing Pei ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models
Xinrui Shi ⋅ Kai Liu ⋅ Ziqing Zhang ⋅ Jianze Li ⋅ Anqi Li ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
Learning Optimal Transport Plans Via Autoregressive Token Regression
Ivan J Marquez ⋅ Takis Chytas ⋅ Vikas Singh
[ OpenReview] 
Poster
None
PermuQuant: Lowering Per-Group Quantization Error by Reordering Channels for Diffusion Models
Yongsen Cheng ⋅ Kai Liu ⋅ Kaiwen Tao ⋅ Junxian Li ⋅ Zhixin Wang ⋅ Zhikai Chen ⋅ Renjing Pei ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
Recovering Clean Evaluation Metrics from Contaminated Benchmarks
Míriam Barrabés ⋅ Daniel Mas Montserrat ⋅ Maria Perera ⋅ Alexander Ioannidis
[ OpenReview] 
Poster
None
Accelerating Rectified Flow Models via Trajectory-Aware Caching
XiaoLiu ⋅ Kai Liu ⋅ Naiyang Guan ⋅ Hongliang Lu ⋅ Zhixin Wang ⋅ Zhikai Chen ⋅ Renjing Pei ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
G$^2$TR: Generation-Guided Visual Token Reduction for Separate-Encoder Unified Multimodal Models
Junxian Li ⋅ Kai Liu ⋅ Zizhong Ding ⋅ Zhixin Wang ⋅ Zhikai Chen ⋅ Renjing Pei ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
SpecDrop: Parameter-Free Category-Conditioned Routing for Modular Specialization
Boyao Wang ⋅ Zhihan Lei
[ OpenReview] 
Poster
None
QuantDemoire: Quantization with Outlier Aware for Image Demoiréing
Zheng Chen ⋅ Kewei Zhang ⋅ Xiaoyang Liu ⋅ Kai Liu ⋅ Weihang Zhang ⋅ Mengfan Wang ⋅ Yifan Fu ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
Spectral Feedback for Test-Time Alignment of Protein Diffusion Models
Shai Dickman ⋅ Mert Cemri ⋅ Landon Butler ⋅ Kannan Ramchandran
[ OpenReview] 
Poster
None
B[FM]$^2$: Brain Foundation Model via Flow Matching with SplitUNet
Jaedong Hwang ⋅ Kathleen Zhang ⋅ David Dai ⋅ Konstantinos Kontras ⋅ Maarten De Vos ⋅ Ila Fiete ⋅ Paul Liang
[ OpenReview] 
Poster
None
Mix-Opt: Mixed Optimization for Memory-Efficient Personalization of Text-to-Image Diffusion Models
Seokeon Choi ⋅ Sunghyun Park ⋅ Hyoungwoo Park ⋅ Jeongho Kim ⋅ Sungrack Yun
[ OpenReview] 
Poster
None
When Do Learned State Representations Break Sensitivity Analysis?
Siyu WANG ⋅ Xiaocong Chen ⋅ Quan Z Sheng ⋅ Lina Yao
[ OpenReview] 
Poster
None
From Talking Words to Sharing Thoughts: Scalable Multi-LLM Aggregation via Structured Message Passing
Niloufar Mehrabi ⋅ Sayedpedram Haeri Boroujeni ⋅ Abolfazl Razi
[ OpenReview] 
Poster
None
TiRex-2: Generalizing TiRex to Multivariate Data and Streaming
Patrick Podest ⋅ Marco Pichler ⋅ Elias Bürger ⋅ Levente Zólyomi ⋅ Bernhard Voggenberger ⋅ Wilhelm F Berghammer ⋅ Daniel Klotz ⋅ Sebastian Böck ⋅ Günter Klambauer ⋅ Sepp Hochreiter
[ OpenReview] 
Poster
None
LessMimic: Versatile Humanoid-Object Interaction with Unified Distance Field Representations
Yutang Lin ⋅ Jieming Cui ⋅ Yixuan Li ⋅ Wei Liang ⋅ Baoxiong Jia ⋅ Yixin Zhu ⋅ Siyuan Huang
[ OpenReview] 
Poster
None
Sparse Koopman Autoencoders Identify Local Dynamical Regimes in Multibasin Systems
Aidan Li ⋅ Uday Kiran Reddy Tadipatri ⋅ Mahan Fathi ⋅ Sarath Chandar ⋅ Ross Goroshin
[ OpenReview] 
Poster
None
Natural-Language-Guided Protein Generation for Ligand-Binding Design
Shumeng Li ⋅ Xunkai Li ⋅ Sirui Zhang ⋅ Henan Sun ⋅ Xiong Yongfu ⋅ YI LIU ⋅ Rong-Hua Li ⋅ Guoren Wang
[ OpenReview] 
Poster
None
Adaptive Coordinate Transforms for Neural Operators
Chaoyu Liu ⋅ Zhonghao Li ⋅ Gaohang Chen ⋅ Zakhar Shumaylov ⋅ Zhongying Deng ⋅ Zhang Qian ⋅ Zhonghua Qiao ⋅ Carola-Bibiane Schönlieb
[ OpenReview] 
Poster
None
Fix the Structural Bottleneck: Context Compression via Explicit Information Transmission
Jiangnan Ye ⋅ Hanqi Yan ⋅ Zhenyi Shen ⋅ Heng Chang ⋅ Ye Mao ⋅ Yulan He
[ OpenReview] 
Poster
None
CLR-voyance : Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics
Aishik Nagar ⋅ Arun-Kumar Kaliya-Perumal ⋅ Yu-Hsuan Han ⋅ Andrew Sheng-Han Huang ⋅ Kristen Kee ⋅ Yushi Cao ⋅ Yiming Chen ⋅ Hongchao Jiang
[ OpenReview] 
Poster
None
xWhy: Causal Learning from Explanations
Nicholas Tagliapietra ⋅ Florian Peter Busch ⋅ Moritz Willig ⋅ Matej Zečević ⋅ Lavdim Halilaj ⋅ Juergen Luettin ⋅ Kristian Kersting
[ OpenReview] 
Poster
None
An Assessment of Human vs. Model Uncertainty in Soft-Label Learning and Calibration
Maja Pavlovic ⋅ Silviu Paun ⋅ Massimo Poesio
[ OpenReview] 
Poster
None
Structural Rationale Distillation via Reasoning Space Compression
Jialin Yang ⋅ Jiankun Wang ⋅ Jiajun Wu ⋅ Henry Leung ⋅ Jiayu Zhou ⋅ Steve Drew
[ OpenReview] 
Poster
None
GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling
Alireza Dadgarnia ⋅ Rush Tabesh ⋅ Mahdi Nikdan ⋅ Michael Helcig ⋅ Eldar Kurtić ⋅ Maximilian Kleinegger ⋅ Dan Alistarh
[ OpenReview] 
Poster
None
TabDLM: Free-Form Tabular Data Generation via Joint Numerical–Language Diffusion
Donghong Cai ⋅ Jiarui Feng ⋅ Yanbo Wang ⋅ Da Zheng ⋅ Yixin Chen ⋅ Muhan Zhang
[ OpenReview] 
Poster
None
When Policies Cannot Be Retrained: A Unified Closed-Form View of Post-Training Steering in Offline Reinforcement Learning
Elias Hossain ⋅ Mohammad J Basher ⋅ Ivan Garibay ⋅ Ozlem Garibay ⋅ Niloofar Yousefi
[ OpenReview] 
Poster
None
Position: Semantic Uncertainty Measures Disagreement, Not Reliability
Joseph Hoche ⋅ Maxime Corlay ⋅ David Brellmann ⋅ Andrei Bursuc ⋅ Pavel Izmailov ⋅ Angela Yao ⋅ Gianni Franchi
[ OpenReview] 
Poster
None
OliO: ODE-based Linear Transition Operator for Self-Supervised Time Series Forecasting
Kwangryeol Park ⋅ Seulki Lee
[ OpenReview] 
Poster
None
Pixel-space Autoregressive Image Synthesis via Spectrum Serialization and Flow-based Refinement
Guiwei Zhang ⋅ Tianyu Zhang ⋅ Yalong Bai ⋅ Ying Ba ⋅ Zichang Tan ⋅ Yang Yang
[ OpenReview] 
Poster
None
What Should Remain After Forgetting? Rethinking LLM Unlearning as Predictive Posterior Correction
Jingyue Cong ⋅ Andy Song ⋅ Alexis Horde-Vo ⋅ Kai Wei ⋅ Li Shen ⋅ Yameng Peng ⋅ Feng Liu ⋅ Estrid He
[ OpenReview] 
Poster
None
Not Every Image Teaches Vision: Visual-Necessity-Gated Continual Learning for Multimodal Large Language Models
Jiamu Xue ⋅ Haidong Kang ⋅ Wen Luo ⋅ Jubo Chen ⋅ Xuhao Guo
[ OpenReview] 
Poster
None
RePO-VLA: Recovery-Driven Policy Optimization for Vision-Language-Action Models
Weijia Liufu ⋅ Xiaoyu Guo ⋅ Ruiyi Chen ⋅ Jingzhi Liu ⋅ Kaidong Zhang ⋅ Xiwen Liang ⋅ Jianqi Lin ⋅ Dawei Sun ⋅ Yuze Wang ⋅ Rongtao Xu ⋅ Bingqian Lin ⋅ Bowen Yang ⋅ Tongtong Cao ⋅ Bowen Peng ⋅ Dongyu Zhang ⋅ Guangrun Wang ⋅ Min Wang ⋅ Liang Lin ⋅ Xiaodan Liang
[ OpenReview] 
Poster
None
Seeing but Not Detecting: Privacy-Preserving Scene Text Attack via Hybrid Adversarial Policy Learning
Feiran Li ⋅ Jiahao Lyu ⋅ Ke Jiang ⋅ Yu Zhou ⋅ Jinqiao Shi
[ OpenReview] 
Poster
None
In-context learning to predict critical transitions in dynamical systems
Yunus Sevinchan ⋅ Juan Nathaniel ⋅ Kai Ueltzhöffer ⋅ Carla Roesch ⋅ Tobias Weber ⋅ Vaios Laschos ⋅ Hang Fan ⋅ Gregor Ramien ⋅ Johannes Haux ⋅ Pierre Gentine ⋅ Benjamin Herdeanu
[ OpenReview] 
Poster
None
Online Directional Regression for Streaming Sufficient Dimension Reduction
Dohyun Kim ⋅ Hyungryul Park ⋅ Kyongwon Kim
[ OpenReview] 
Poster
None
VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents
Zirui Wang ⋅ Junyi Zhang ⋅ Jiaxin Ge ⋅ Long Lian ⋅ Max Fu ⋅ Lisa Dunlap ⋅ Ken Goldberg ⋅ XuDong Wang ⋅ Ion Stoica ⋅ David Chan ⋅ Sewon Min ⋅ Joseph Gonzalez
[ OpenReview] 
Poster
None
RPC-GS: Gaussian Splatting with native RPC Rendering for Satellite Imagery
Valentin Wagner ⋅ Sebastian Bullinger ⋅ Christoph Bodensteiner ⋅ Michael Arens
[ OpenReview] 
Poster
None
GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural Architectures
Yikang Yang ⋅ Zhengxin Yang ⋅ Minghao Luo ⋅ Luzhou Peng ⋅ Hongxiao Li ⋅ Wanling Gao ⋅ Lei Wang ⋅ Jianfeng Zhan
[ OpenReview] 
Poster
None
DSR-TSF: Spectrum-Driven Dynamic Routing for Efficient Long-Horizon Time Series Forecasting
Hua Wang ⋅ Bing Li ⋅ Fan Zhang
[ OpenReview] 
Poster
None
MoRSE: Task-Oriented Multi-Agent System with Mixture of Role-Subtask Experts
Peiwen Li ⋅ Shiyang Zhang ⋅ Yangtian Zhang ⋅ Sizhuang He ⋅ David van Dijk ⋅ Rex Ying
[ OpenReview] 
Poster
None
General Agent Evaluation
Elron Bandel ⋅ Asaf Yehudai ⋅ Lilach Edelstein ⋅ Yehoshua Sagron ⋅ Yotam Perlitz ⋅ Elad Venezian ⋅ Natalia Razinkov ⋅ Natan Ergas ⋅ Shlomit S Ifergan ⋅ Segev Shlomov ⋅ Michal Jacovi ⋅ Leshem Choshen ⋅ Liat Ein-Dor ⋅ Yoav Katz ⋅ Michal Shmueli-Scheuer
[ OpenReview] 
Poster
None
Lattice Deduction Transformers
Liam Davis ⋅ Alberto Alfarano ⋅ Leopold Haller ⋅ Mark Santolucito
[ OpenReview] 
Poster
None
From Retrieval to Recognition: Knowledge-Enhanced Foundation Models for Time Series Classification
Zhen Liu ⋅ Yucheng Wang ⋅ Yingpeng Du ⋅ Tianjun Wei ⋅ Qianli Ma ⋅ Min Wu ⋅ Jie Zhang ⋅ Zhu Sun
[ OpenReview] 
Poster
None
Wasserstein residuals: Learning Gradient Flows from Population Dynamics
Markus Heinonen ⋅ Yair Shenfeld ⋅ Ricardo Baptista ⋅ Daniel Waxman ⋅ Dmitry Batenkov ⋅ Tim Cooijmans ⋅ Elias Bingham
[ OpenReview] 
Poster
None
Otter Weather: Skillful and computationally-efficient medium-range weather forecasting
Cristiana Diaconu ⋅ Jonas Scholz ⋅ Aliaksandra Shysheya ⋅ Stratis Markou ⋅ Payel Mukhopadhyay ⋅ Miles Cranmer ⋅ Richard Turner
[ OpenReview] 
Poster
None
PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation
ZHANG JUNRU ⋅ Lang Feng ⋅ Jinbo Wang ⋅ Xu Guo ⋅ Yucheng Wang ⋅ Han Yu ⋅ Min Wu ⋅ Yabo Dong ⋅ Duanqing Xu
[ OpenReview] 
Poster
None
SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models
Chengjie Hong ⋅ Feixiang He ⋅ Yiheng Zeng ⋅ Lulu Kang ⋅ He Wang
[ OpenReview] 
Poster
None
MSC-Mol: Modality-Synergy Contrasting for Multimodal Molecular Representation Learning
Ziyu Fan ⋅ Enqi Dong ⋅ Yahan Li ⋅ Shuhong Liu ⋅ Zeyu Zhong ⋅ Yuanpeng Zhang ⋅ Qahtan A Aljnabi ⋅ Min Wu ⋅ Lei Deng
[ OpenReview] 
Poster
None
AdaCodec: A Predictive Visual Code for Video MLLMs
Haowen Hou ⋅ Zhen Huang ⋅ Zheming Liang ⋅ Qingyi Si ⋅ Chenglin Li ⋅ Shuai Dong ⋅ Kele Shao ⋅ Ruilin Li ⋅ Dianyi Wang ⋅ Nan Duan ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Robust Surrogate Modeling for Explainable Graph Neural Networks
Zhuomin Chen ⋅ Jingchao Ni ⋅ Hojat A Salehi ⋅ Xu Zheng ⋅ Dongsheng Luo
[ OpenReview] 
Poster
None
GoT: A Game-Theoretic Approach to the Game of Twenty Questions
Langyuan Cui ⋅ Chun Kai Ling ⋅ Hwee Tou Ng
[ OpenReview] 
Poster
None
TIDE: Trajectory-Aware Watermark Propagation for Text-to-Image Diffusion Models
Yihan Meng ⋅ Suping Xu ⋅ Yanfeng Wu ⋅ Chongjun Wang ⋅ Lin Shang
[ OpenReview] 
Poster
None
Towards Effective and Transferable Physical Camouflage against Multi-View BEV-based 3D Perception in Autonomous Driving
Linye Lyu ⋅ Jiawei Zhou ⋅ Daojing He ⋅ YU LI
[ OpenReview] 
Poster
None
Seeing Across Skies and Streets: Feedforward 3D Reconstruction from Satellite, Drone, and Ground Images
Qiwei Wang ⋅ Zhongyao Tuo ⋅ Xianghui Ze ⋅ Yujiao Shi
[ OpenReview] 
Poster
None
Complexity-Aware LoRA Aggregation for Modality-Heterogeneous Federated Person Re-identification
Kunyang Lv ⋅ Wenke Huang ⋅ Wenwen He ⋅ Bin Yang ⋅ Bo Du ⋅ Mang Ye
[ OpenReview] 
Poster
None
AsdaKV: Attention-Overlap Driven Semantic KV Retrieval for Long-Context LLMs
Tianming Yan ⋅ Kun Yang ⋅ Tingwang You ⋅ Kui Ren
[ OpenReview] 
Poster
None
Filtered-Trace Online Variational Training for Probabilistic Spiking Neural Networks
Yaokun Wang ⋅ Tiantian Xiao ⋅ Hongyan Ding ⋅ Zhi Yan
[ OpenReview] 
Poster
None
SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation
Jie Sun ⋅ Mao Zheng ⋅ Mingyang Song ⋅ Qiyong Zhong ⋅ Yilin Cheng ⋅ Bichuan Feng ⋅ Pengfei Liu ⋅ Junfeng Fang ⋅ Xiang Wang
[ OpenReview] 
Poster
None
Memory Determines Learning Direction: A Theory of Gradient-Based Optimization in State Space Models
JingChuan Guan ⋅ Tomoyuki Kubota ⋅ Yasuo Kuniyoshi ⋅ Kohei Nakajima
[ OpenReview] 
Poster
None
Learnable Spectral Activations
Tamir Shor ⋅ Or Litany ⋅ Alex M Bronstein
[ OpenReview] 
Poster
None
Adversarial Group Fairness in Contextual Bandits: When Robust is Not Fair
Ray Telikani ⋅ Jaber valizadeh ⋅ Amir H Gandomi ⋅ Bao Q Vo ⋅ Ming Ding
[ OpenReview] 
Poster
None
A New Perspective on XAI: Scientific Theory Building for Auditable Artefacts
Sebastian Müller ⋅ Vanessa Toborek ⋅ Tamas Horvath ⋅ Brendan B Jackson ⋅ Christian Bauckhage
[ OpenReview] 
Poster
None
RoSA: Rotational Sparse Adaptation for Memory-Efficient Fine-Tuning
Muhammad A Lodhi ⋅ chao zhou ⋅ Rebekka Burkholz
[ OpenReview] 
Poster
None
TrustFlow: Adaptive Trust Calibration for Language Model Guided Reinforcement Learning
Hao Chen ⋅ Zhiwei Xu ⋅ Hu Fu ⋅ Yuelin Ma ⋅ Hangyu Mao ⋅ Yiqun Chen ⋅ Bin Zhang ⋅ Guoliang Fan
[ OpenReview] 
Poster
None
TraceGuard: Defending Multi-Turn Jailbreak Attacks via Prompt-Response Risk Signal Tracking
Hongyi Li ⋅ Yufei Wang ⋅ Chengxuan Zhou ⋅ Qinlin Xie ⋅ Yanting Chen ⋅ Jiawei Ye ⋅ Wu Jie
[ OpenReview] 
Poster
None
Towards Fairness under Label Bias in Image Segmentation: Impact, Measurement and Mitigation
Aditya Parikh ⋅ Stella Christina Frank ⋅ Sneha Das ⋅ Aasa Feragen
[ OpenReview] 
Poster
None
Risks Create a Jagged Frontier of LLM Productivity Gains Across Computer Occupations
Deepika Chawla ⋅ Gagandeep Singh ⋅ Elham k buxton ⋅ Meicen Sun ⋅ Lav Varshney ⋅ Jeremy Riel ⋅ Craig De Voto
[ OpenReview] 
Poster
None
AIs with Secret Loyalties are a Serious but Addressable Threat
Joe Kwon ⋅ Alfie Lamerton ⋅ Andrew Draganov ⋅ Dave Banerjee ⋅ Bronson Schoen ⋅ Matteo Pistillo ⋅ Daniel Kokotajlo ⋅ Owain Evans ⋅ Fabien Roger ⋅ Tom Davidson
[ OpenReview] 
Poster
None
Leakage Thresholds for Sandwich Equilibria Under Partial Information
Heikichi Hayashi ⋅ Ruoran Lai ⋅ Jiazhuo Li
[ OpenReview] 
Poster
None
Context Binding and Reusable Leakage in Threshold Decryption
Heikichi Hayashi ⋅ Ruoran Lai ⋅ Shawn Yu ⋅ Huanxi Zhang
[ OpenReview] 
Poster
None
MDPBench: A Benchmark for Multilingual Document Parsing in Real-World Scenarios
Zhang Li ⋅ Zhibo Lin ⋅ Qiang Liu ⋅ Ziyang Zhang ⋅ Shuo Zhang ⋅ Zidun Guo ⋅ Jiajun Song ⋅ Jiarui Zhang ⋅ Xiang Bai ⋅ Yuliang Liu
[ OpenReview] 
Poster
None
CyberDualEval: Measuring Dual-Use Cyber Risks in Frontier Language Models
Magnus Saebo ⋅ Francesco Piccoli ⋅ Maxwell Watson ⋅ Pranjali Thakur ⋅ Yangruibo Ding ⋅ ZHUO ZHANG
[ OpenReview] 
Poster
None
Quantitative Assessment of Crystal Structure Prediction
Sergio Rincón ⋅ Gabriel González ⋅ Nicolás Andrade ⋅ Rafael Velasquez ⋅ Sebastian Ojeda ⋅ Juanita Puentes ⋅ Nicolás Aparicio ⋅ Paula Cárdenas ⋅ Pablo Arbelaez
[ OpenReview] 
Poster
None
Toward Better Geometric Representations for Molecule Generative Models
Shaoheng Yan ⋅ Zian Li ⋅ Cai Zhou ⋅ Qiaojing Huang ⋅ Kai Liu ⋅ Muhan Zhang
[ OpenReview] 
Poster
None
DeformMaster: An Interactive Physics-Neural World Model for Deformable Objects from Videos
Can Li ⋅ Zhoujian Li ⋅ Ren Li ⋅ Jie Gu ⋅ lei lei ⋅ Jingmin Chen ⋅ Lei Sun
[ OpenReview] 
Poster
None
FlashMol: High-Quality Molecule Generation in as Few as Four Steps
Xinyuan Wei ⋅ Zian Li ⋅ Shaoheng Yan ⋅ Cai Zhou ⋅ Muhan Zhang
[ OpenReview] 
Poster
None
To Align or Not To Align: Check Your COMPASS Before You Train
Fabian Gröger ⋅ Petar Damjanović ⋅ Maria Brbic
[ OpenReview] 
Poster
None
VecUQ-OT: Aggregating Uncertainty Measures via Multivariate Ranks
Nikita Kotelevskii ⋅ Vladimir Kondratyev ⋅ Maiya Goloburda ⋅ Alexander Fishkov ⋅ Mohsen Guizani ⋅ Eric Moulines ⋅ Maxim Panov
[ OpenReview] 
Poster
None
Permit: Permission-Aware Representation Intervention for Controlled Generation in Large Language Models
Pengcheng Sun ⋅ Lan Zhang ⋅ Zhaopeng Zhang ⋅ Jiewei Lai ⋅ Chen Tang
[ OpenReview] 
Poster
None
Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM–GNN Synergy
Yunhui Liu ⋅ Xudong Jin ⋅ Qizhuo Xie ⋅ Chunhui Zhao ⋅ Xiao Luo ⋅ Tao Zheng ⋅ Bin Chong ⋅ Tieke He
[ OpenReview] 
Poster
None
Visual-to-Executable Procedural Reconstruction of Buildings.
Zichong Zhu ⋅ Zhihao Liu ⋅ Andrei Sharf ⋅ Zhanglin Cheng
[ OpenReview] 
Poster
None
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis
Shuang Chen ⋅ Quanxin Shou ⋅ Hangting Chen ⋅ Yucheng Zhou ⋅ Kaituo Feng ⋅ Wenbo Hu ⋅ yifan zhang ⋅ Yunlong Lin ⋅ Wenxuan Huang ⋅ Mingyang Song ⋅ Dasen Dai ⋅ Bolin Jiang ⋅ Manyuan Zhang ⋅ Yu Cheng ⋅ Nanyun Peng
[ OpenReview] 
Poster
None
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents
Shuang Chen ⋅ Kaituo Feng ⋅ Hangting Chen ⋅ Wenxuan Huang ⋅ Dasen Dai ⋅ Quanxin Shou ⋅ Yunlong Lin ⋅ Xiangyu Yue ⋅ Shenghua Gao ⋅ Tianyu Pang
[ OpenReview] 
Poster
None
COLLAR: Cascaded Object-Level Latent Refinement for High-Fidelity Conditional Generation
Xinlong Zhang ⋅ Jia Wei ⋅ Xiaoyu Zhang ⋅ Teng Zhou ⋅ Chengyu Lin ⋅ Yongchuan Tang
[ OpenReview] 
Poster
None
Interaction Value Inference for Multi-Agent Reinforcement Learning via a Hierarchical Agent-Centric World Model
Zhuoran Chen ⋅ Xuyang Lu ⋅ Zeyang Liu ⋅ Xinrui Yang ⋅ Mingyang Li ⋅ Long Qian ⋅ Xingyu Chen ⋅ Lipeng Wan ⋅ Xuguang Lan
[ OpenReview] 
Poster
None
Gen-Searcher: Reinforcing Agentic Search for Image Generation
Kaituo Feng ⋅ Manyuan Zhang ⋅ Shuang Chen ⋅ Yunlong Lin ⋅ Kaixuan Fan ⋅ Yilei Jiang ⋅ Hongyu Li ⋅ Dian Zheng ⋅ Chenyang Wang ⋅ Xiangyu Yue
[ OpenReview] 
Poster
None
Boosting Graph Contrastive Learning via Manifold-Guided Representation Disentanglement
Zhiqiang Li ⋅ Jianqing Liang ⋅ Jie Wang ⋅ Junbiao Cui ⋅ Zhiqiang Wang ⋅ Jiye Liang
[ OpenReview] 
Poster
None
SOAP-Bubbles: Effective and Scalable Variational Learning with Structured Covariances
Robert Adrian Minut ⋅ Nico Daheim ⋅ Marco Miani ⋅ Mohammad Emtiyaz Khan ⋅ Wu Lin ⋅ Thomas Möllenhoff
[ OpenReview] 
Poster
None
KNOT: A Knowledge Entanglement Benchmark for Robust Unlearning Evaluation
Mengyang Li ⋅ Jingwen Wang ⋅ Yu Zhang ⋅ Shuang Liu ⋅ Zhong Zhang
[ OpenReview] 
Poster
None
GenRM-Flow: Generators are Process-aware Reward Models in Flow Matching
Siming Fu ⋅ Zheming Fu ⋅ Ruizhe ⋅ Zeyue Xue ⋅ Fengkai Liu ⋅ Yufei Jiao ⋅ Jie Huang ⋅ Xiaoxiao Ma ⋅ Xuan Yang ⋅ Lihui Luo
[ OpenReview] 
Poster
None
Ask, Answer, and Detect: Role-Playing LLMs for Personality Detection with Question-Conditioned Mixture-of-Experts
Yifan Lyu ⋅ Liang Zhang
[ OpenReview] 
Poster
None
Auditing Cross-Lingual Fairness in Language Model Watermarking
Alexander Nemecek ⋅ Osama Zafar ⋅ Debargha Ganguly ⋅ Vikash Singh ⋅ Vipin Chaudhary ⋅ Erman Ayday
[ OpenReview] 
Poster
None
Evidence-RL: Towards Evidence-intensive Visual Reasoning
Haojie Huang ⋅ Xinlei Yu ⋅ Chengming Xu ⋅ Zhangquan Chen ⋅ Cheng Yang ⋅ Qingdong He ⋅ Yu Yang ⋅ Jiangning Zhang ⋅ Xiaobin Hu
[ OpenReview] 
Poster
None
CLoSeR: Closing the Loop for Long-Context Streaming Reconstruction
Moyang Li ⋅ Zihan Zhu ⋅ Wei Zhang ⋅ Marc Pollefeys ⋅ Daniel Barath
[ OpenReview] 
Poster
None
Reaching a Consensus in Predictive Loops
Jiduan Wu ⋅ Rediet Abebe ⋅ Celestine Mendler-Dünner
[ OpenReview] 
Poster
None
Stop Calling It Reinforcement Learning in Language Models Without Clear Improvement Claims: Decision-Process Cards as a Reporting Standard
Anvi Kohli ⋅ Vedant Khandelwal ⋅ Rishit Agarwal ⋅ Rahul Maity ⋅ Amit Sheth
[ OpenReview] 
Poster
None
Aegis: Generative Gradient Masking for Privacy-Preserving Medical Federated Learning
Chaoyu Zhang ⋅ Shanghao Shi ⋅ Heng Jin ⋅ Ning Wang ⋅ Thomas Hou ⋅ Wenjing Lou
[ OpenReview] 
Poster
None
KV-COBRA: KV Cache Compression via Co-Optimized Bit-Rank Allocation
Sihyeon Ha ⋅ Jaeho Lee ⋅ Yo-Seb Jeon
[ OpenReview] 
Poster
None
Uncertainty Quantification for Multimodal Large Language Models with Incoherence-adjusted Semantic Volume
Gregory Kang Ruey Lau ⋅ Hieu Dao ⋅ Nicole K Lin ⋅ Bryan Kian Hsiang Low
[ OpenReview] 
Poster
None
Diving-R1: Empowering Multimodal LLMs with Traceable Progressive Reasoning for Interpretable Diving Action Quality Assessment
Kaishen Yuan ⋅ Yuting Zhang ⋅ Bohao Xing ⋅ Wenshuo Chen ⋅ Yang Yang ⋅ Shaofeng Liang ⋅ Zitong YU ⋅ Yutao Yue
[ OpenReview] 
Poster
None
Manifold-weighted neural networks
Junyu Ren ⋅ Lek-Heng Lim
[ OpenReview] 
Poster
None
From Weak Data to Strong Policy: Q-Targets Enable Provable In-Context Reinforcement Learning
yichen lin ⋅ Xuyuan Xiong ⋅ xue wang ⋅ Xiangfu Meng ⋅ Mike Wei ⋅ Tao Yao
[ OpenReview] 
Poster
None
ATI-VLA: Action-Centric Predictive Vision–Language–Action Models via Actionable Alignment Then Adaptive Injection
Yijie Zhu ⋅ Rui Shao ⋅ Jie He ⋅ Wei Li ⋅ Bo Zhao ⋅ Yelin Wang ⋅ Xiaochen Yuan ⋅ Tao Tan ⋅ Miao Zhang ⋅ Xiaojiang Peng ⋅ Zitong YU
[ OpenReview] 
Poster
None
Single-Pass Evidence Measurement for Interpretable and Uncertainty-Aware Multimodal Face Anti-Spoofing
Yingjie Ma ⋅ Haonan Wang ⋅ Xun Lin ⋅ Ruixin Zhang ⋅ Jingyun Zhang ⋅ Jun Wang ⋅ Rizen Guo ⋅ Shouhong Ding ⋅ Weicheng Xie ⋅ Linlin Shen ⋅ Zitong YU
[ OpenReview] 
Poster
None
Stabilizing the Dynamic Low-Rank Training
Zhonghan Xu ⋅ Ling Wang ⋅ Junhao Chen ⋅ Jianwei Zhao ⋅ Jinwei Yang
[ OpenReview] 
Poster
None
Concept frustration: Aligning human concepts and machine representations
Christopher R Banerji ⋅ Enrico Parisini ⋅ Christopher J Soelistyo ⋅ Ahab Isaac ⋅ Alessandro Barp
[ OpenReview] 
Poster
None
Semantic Freedom Bottleneck for Domain-Generalized Multimodal Face Anti-Spoofing
Yingjie Ma ⋅ Haonan Wang ⋅ Xun Lin ⋅ Hui Ma ⋅ Ruixin Zhang ⋅ Jingyun Zhang ⋅ Jun Wang ⋅ Rizen Guo ⋅ Shouhong Ding ⋅ Weicheng Xie ⋅ Linlin Shen ⋅ Zitong YU
[ OpenReview] 
Poster
None
CompactSplat: Spatially Adaptive Gaussian Distribution for Feedforward Scene Reconstruction
Bing He ⋅ Jingnan Gao ⋅ Yunuo Chen ⋅ Zhengxue Cheng ⋅ Rong Xie ⋅ Li Song ⋅ Wenjun Zhang
[ OpenReview] 
Poster
None
PatternBloom: Empowering Agentic RAG with Externalized RL-Distilled Graph Patterns
Yi Ge ⋅ Heng Huang
[ OpenReview] 
Poster
None
Masked Sobolev Training for Feasibility-Reliable Optimization Proxies
Andrew ROSEMBERG ⋅ Joaquim D Garcia ⋅ Russell Bent ⋅ Pascal Van Hentenryck
[ OpenReview] 
Poster
None
Can an LLM Reason Like a Lawyer? Benchmarking the ability of LLMs to map the facts of a case to the elements of the applicable legal rule
Shounak Paul ⋅ Seungeon Lee ⋅ Christoph Engel ⋅ Krishna Gummadi
[ OpenReview] 
Poster
None
Bridging the Gap Between Harmfulness Belief and Refusal Behavior for Safety Alignment
Lu Zhang ⋅ Chen Feng ⋅ Qingzhuo Wang ⋅ Wen Shen ⋅ Zhihua Wei
[ OpenReview] 
Poster
None
The Geometry of Forgetting: Temporal Knowledge Drift as an Independent Axis in LLM Representations
Rania Elbadry ⋅ Ahmed Heakl ⋅ Fan Zhang ⋅ Dani Bouch ⋅ Yuxia Wang ⋅ Preslav Nakov ⋅ Zhuohan Xie
[ OpenReview] 
Poster
None
SceneAligner: 3D-Grounded Floorplan Localization in the Wild
Junhyeong Cho ⋅ Ruojin Cai ⋅ Hadar Averbuch-Elor
[ OpenReview] 
Poster
None
CrossSteer:Cross-Modal Safety Steering for Audio-Language Models
Houde Dong ⋅ Weifei Jin ⋅ Yuxin Cao ⋅ Wei Song ⋅ Derui Wang ⋅ Jie Hao
[ OpenReview] 
Poster
None
PRISM: A Benchmark for Programmatic Spatial-Temporal Reasoning
Qiran Zhang ⋅ Yuheng Wang ⋅ Runde Yang ⋅ Lin Wu ⋅ Jingru Fan ⋅ Shu Yao ⋅ Jie Zhang ⋅ Tianle Zhou ⋅ Huatao Li ⋅ Ruijie Shi ⋅ Yihan Li ⋅ Chen Qian
[ OpenReview] 
Poster
None
Beyond Score: A Dataset for Joint Action and Score Predictions in 2v2 Sports
Yuting Wang ⋅ Peng Wen ⋅ fengshun wang ⋅ Jiayong Zuo ⋅ Xinyu Peng ⋅ Qiurui Wang
[ OpenReview] 
Poster
None
DICEQuant: Distortion-Compensated Rounding with Dual-Ended Shrinkage for LLM Quantization
Yuan Cheng ⋅ Xing Hu ⋅ Zukang Xu ⋅ Hui Wang ⋅ Xiaomeng Han ⋅ Dawei Yang
[ OpenReview] 
Poster
None
Bigger Isn’t Better: Why the Indiscriminate Scaling of Foundation Models Can’t Solve Biology
Kathryne Metcalf ⋅ Lorin Crawford ⋅ Mary L Gray ⋅ Kevin K Yang ⋅ Alex X Lu
[ OpenReview] 
Poster
None
PhysGuard: Fisher-Guided Gradient Projection for Sim-to-Real Neural PDE Surrogates
Changjian Zhou ⋅ Junfeng Fang ⋅ Negin Yousefpour ⋅ peng wu ⋅ Bin Yan ⋅ Guillermo A Narsilio
[ OpenReview] 
Poster
None
Kernel-Gradient Drifting Models
Maria Esteban-Casadevall ⋅ Jorge Carrasco-Pollo ⋅ Max Welling ⋅ Jan-Willem van de Meent ⋅ Erik Bekkers ⋅ Floor Eijkelboom
[ OpenReview] 
Poster
None
Participatory ML for Social Harm Should be Constructed, Validated and Reasoned Through First-Person Accounts
Atmadeep Ghoshal ⋅ Ankit Agarwal ⋅ Martim Brandao
[ OpenReview] 
Poster
None
ML Configuration Artifacts Should Be Closed Under Review
Jan Rudy ⋅ Mohamad Khalil
[ OpenReview] 
Poster
None
DisSparse: Pipelined Top-$p$ Sparse Attention for Long-Context LLM Serving
Nurlan Nazaraliyev ⋅ Elaheh Sadredini ⋅ Nael Abu-Ghazaleh
[ OpenReview] 
Poster
None
PBT-Bench: Benchmarking AI Agents on Property-Based Testing
Lucas Jing ⋅ Xinqi Wang ⋅ Liao Zhang ⋅ Simon Du
[ OpenReview] 
Poster
None
Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
Xiaoxiao Lu ⋅ Ye Yuan ⋅ Jiahao Shi
[ OpenReview] 
Poster
None
HelpBench: Assessing the Ability of LLMs to Provide Privacy, Safety, and Security Advice
Sarah Meiklejohn ⋅ Sunny Consolvo ⋅ Patrick G Kelley ⋅ Tara Matthews ⋅ Sai T Peddinti ⋅ Renee Shelby ⋅ Lenin Simicich ⋅ Kurt Thomas
[ OpenReview] 
Poster
None
SR-Prominence: A Crowdsourced Protocol and Dataset Suite for Perceptually-Weighted Super-Resolution Artifact Evaluation
Ivan Molodetskikh ⋅ Kirill Malyshev ⋅ Mark Mirgaleev ⋅ Nikita Zagainov ⋅ Evgeney Bogatyrev ⋅ Dmitriy Vatolin
[ OpenReview] 
Poster
None
Efficient Prediction of Pass@k Scaling in Large Language Models
Joshua Kazdan ⋅ Colin Sullivan ⋅ Rylan Schaeffer ⋅ Youssef Allouah ⋅ Kyssen Yu ⋅ Noam Levi ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
None
The Cost of Mismatch: Noise Amplification in Zeroth-Order Reinforcement Learning
Lianmin Chen ⋅ Junbin Qiu ⋅ Chenxing Wei ⋅ Yao SHU ⋅ Kun He
[ OpenReview] 
Poster
None
NARRA-Gym for Evaluating Interactive Narrative Agents
Yue Huang ⋅ Yuchen Ma ⋅ Jiayi Ye ⋅ Wenjie Wang ⋅ Zipeng Ling ⋅ Xingjian Hu ⋅ Yuexing Hao ⋅ Zichen Chen ⋅ Zhangchen Xu ⋅ Yunhong He ⋅ Zhengqing Yuan ⋅ Yujun Zhou ⋅ Kehan Guo ⋅ Chaoran Chen ⋅ Toby Li ⋅ Stefan Feuerriegel ⋅ Xiangliang Zhang
[ OpenReview] 
Poster
None
Accelerating Safe Reinforcement Learning with Massive Parallelism
Joonyoung Lim ⋅ Younghwan Yoo
[ OpenReview] 
Poster
None
SkillGen: Verified Inference-Time Agent Skill Synthesis
Yuchen Ma ⋅ Yue Huang ⋅ Han Bao ⋅ Haomin Zhuang ⋅ Swadheen Shukla ⋅ Michel Galley ⋅ Xiangliang Zhang ⋅ Stefan Feuerriegel
[ OpenReview] 
Poster
None
LOCU: Löwdin-Orthogonalized Constraint Updates for Multi-Constraint Policy Optimization
Joonyoung Lim ⋅ Younghwan Yoo
[ OpenReview] 
Poster
None
Training-Free Open World Object Detection
Junwoo Heo ⋅ Chang-Sik Woo ⋅ Gyeong-Moon Park
[ OpenReview] 
Poster
None
FastDSAC: Unlocking the Potential of Maximum Entropy RL in High-Dimensional Humanoid Control
Jun Xue ⋅ Junze Wang ⋅ Shanze Wang ⋅ Xinming Zhang ⋅ Yanjun Chen ⋅ Wei Zhang
[ OpenReview] 
Poster
None
Amortized Bayesian Experimental Design with In-Context Knowledge Conditioning
Zhanghu Zhao ⋅ Daolang Huang ⋅ Xinyi Wen ⋅ Samuel Kaski
[ OpenReview] 
Poster
None
A Distribution Mapping Approach to Counterfactually Fair Reinforcement Learning
Jianhan Zhang ⋅ Jitao Wang ⋅ John D Piette ⋅ Donglin Zeng ⋅ Chengchun Shi ⋅ Zhenke Wu
[ OpenReview] 
Poster
None
Empirical Bayes Rebiasing
Wanyi Ling ⋅ Sida Li ⋅ Junming Guan ⋅ Nikolaos Ignatiadis
[ OpenReview] 
Poster
None
Stage-Aware Dual Alignment for Covariate Shift in Graph Domain Adaptation
Hongwei Wen ⋅ Can Zhang ⋅ Haoyu He ⋅ Xintao Zhao ⋅ Hanyuan Hang ⋅ Minglong Lei
[ OpenReview] 
Poster
None
From History to State: Constant-Context Skill Learning for LLM Agents
Haoyang Xie ⋅ Xinyuan Wang ⋅ Yancheng Wang ⋅ Puda Zhao ⋅ Feng Ju
[ OpenReview] 
Poster
None
Energy Is All We Need: Beyond FLOPs in Model-Heterogeneous Federated Learning
Sercan Yesilkoy ⋅ Yunseok Kang ⋅ Yoon-Ho Choi
[ OpenReview] 
Poster
None
Flow Matching from Viewpoint of Proximal Operators
Kenji Fukumizu ⋅ Wei Huang ⋅ Han Bao ⋅ Shuntuo Xu ⋅ Nisha Chandramoorthy
[ OpenReview] 
Poster
None
Mamba Can Learn Low-Dimensional Targets In-Context via Test-Time Feature Learning
Junsoo Oh ⋅ Wei Huang ⋅ Taiji Suzuki
[ OpenReview] 
Poster
None
AdaAlloc: Adaptive Visual Token Allocation for Long-Video Question Answering
Joungbin An ⋅ Kristen Grauman
[ OpenReview] 
Poster
None
Scalable Distributed Stochastic Optimization via Bidirectional Compression: Beyond Pessimistic Limits
Grigory Begunov ⋅ Alexander Tyurin
[ OpenReview] 
Poster
None
On Inherent Privacy of Posterior Sampling: A Unified R\'enyi-Divergence Framework
Ruyu Zhou ⋅ Fang Liu
[ OpenReview] 
Poster
None
Readiness-Aware Sample Selection for Noisy Labels with Class Imbalance
Chihyeon Choi ⋅ Sangho Lee ⋅ Jiho Hong ⋅ Youngdoo Son ⋅ Hyungrok Do
[ OpenReview] 
Poster
None
Train at the Moving Edge: Rollout-Efficient RL for Large Reasoning Models
Jiahao Wu ⋅ Ning Lu ⋅ Shengcai Liu ⋅ Kun Wang ⋅ Yanting Yang ⋅ Baijiong Lin ⋅ Chen J Zhang ⋅ Qing Li ⋅ Ke Tang
[ OpenReview] 
Poster
None
Beyond Langevin: Sampling Multimodal Densities using the Witten Laplacian on 1-forms
Sahani Pathiraja ⋅ Panos Parpas
[ OpenReview] 
Poster
None
UltraDiff:Transferring High-Fidelity Priors to Compressed Latent Spaces for High-resolution Image Generation
Jingjing Ren ⋅ Haitian Zheng ⋅ Haoyu Chen ⋅ Connelly Barnes ⋅ Zhifei Zhang ⋅ Yuqian Zhou ⋅ Zhe Lin ⋅ Lei Zhu
[ OpenReview] 
Poster
None
Do We Need Asynchronous SGD? On the Near-Optimality of Synchronous Methods
Grigory Begunov ⋅ Alexander Tyurin
[ OpenReview] 
Poster
None
Overcoming Attention Distraction: Training-Free Latent Communication for Multi-Agent Systems
zhengjie zhou ⋅ Yahao Liu ⋅ Ziyue Feng ⋅ Tengfei LIU ⋅ Weiqiang Wang
[ OpenReview] 
Poster
None
SpanFormer: Multi-Level Adaptive Sparsity for Object Detection in High-Resolution Wide Shots
Xiang Li ⋅ Chen Zhang ⋅ Wenxi Li ⋅ Yuetong Wang ⋅ Chenyang Lyu ⋅ Haozhe Lin ⋅ Fan Zhang ⋅ guiguang ding ⋅ Yuchen Guo
[ OpenReview] 
Poster
None
SAFE-Hair: Scalp-Anchored Fields for Exportable Single-View Hair Reconstruction
Yucheng Wang ⋅ Zedong WANG ⋅ Yuetong Wu ⋅ Yue Ma ⋅ Dan Xu
[ OpenReview] 
Poster
None
Simple yet Effective Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization
Seongjae Kang ⋅ Dong Bok Lee ⋅ Hyungjoon Jang ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
None
Beyond Hard Negatives: Grounded Positive Supervision for Compositional CLIP
Harsh Udai ⋅ Konda Reddy Mopuri ⋅ Vineeth N Balasubramanian
[ OpenReview] 
Poster
None
ADIS-Law: Unified Scaling Laws for Annealing-Phase Domain Injection in Large Language Models
Lyuxin Xue ⋅ Hui Cai ⋅ Xiaoyun Feng ⋅ Xuanwei Hu ⋅ Xin Zhang
[ OpenReview] 
Poster
None
Intervene3D: Intervention-Based Controlled Inference for Multimodal Perception under Partial Observability
Constantino Msigwa ⋅ Denis Bernard ⋅ Jaeseok Yun
[ OpenReview] 
Poster
None
AWP: Activation-based Window Pruning for Gigapixel Object Detection
Xiang Li ⋅ Wenxi Li ⋅ Yuetong Wang ⋅ Chen Zhang ⋅ Chenyang Lyu ⋅ Haozhe Lin ⋅ Fan Zhang ⋅ guiguang ding ⋅ Yuchen Guo
[ OpenReview] 
Poster
None
Tree-Ensemble Repair through Constrained Optimization
Lorenzo Cascioli ⋅ Chaahat Jain ⋅ Marcel Steinmetz ⋅ Jörg Hoffmann ⋅ Jesse Davis
[ OpenReview] 
Poster
None
Planning Persuasion, Not Utterances: Profile-Conditioned Open-Loop Search for Dialogue Strategy
Zhiming Lin ⋅ Kai Zhao ⋅ Yuliang Gai ⋅ Chengzhen Yu ⋅ Ruibo Duan ⋅ Yihao Zhong ⋅ Xuan Zhang
[ OpenReview] 
Poster
None
Chain of Dual Structures in Transformer Attention
Masato Uchida
[ OpenReview] 
Poster
None
HARC: Coupling Harmfulness and Refusal Capabilities for Robust Safety Alignment
Shei P Chua ⋅ Fangzhao Wu
[ OpenReview] 
Poster
None
BO-Arena: An Evolving Benchmark for High-Dimensional Bayesian Optimisation
Thomas Christie ⋅ Colin Doumont ⋅ Henry Moss ⋅ Philipp Hennig
[ OpenReview] 
Poster
None
STDec: Spatio-Temporal Stability Guided Decoding for dLLMs
Yuzhe Chen ⋅ Jiale Cao ⋅ Xuyang Liu ⋅ Jin Xie ⋅ Aiping Yang ⋅ Yanwei Pang
[ OpenReview] 
Poster
None
Hierarchical Denoising For Multi-Step Visual Reasoning
Zezhong Qian ⋅ Xiaowei Chi ⋅ Chak-Wing Mak ⋅ Tianze Zhou ⋅ Ruibin Yuan ⋅ Yuhan Rui ⋅ Hengzhe Sun ⋅ Zhuoqun Wu ⋅ Yuming Li ⋅ Siyuan Qian ⋅ Sirui Han ⋅ Shanghang Zhang
[ OpenReview] 
Poster
None
Beyond Parameter Arithmetic: Sparse Complementary Fusion for Distribution-Aware Model Merging
Weihong Lin ⋅ Lin Sun ⋅ Qilong Shi ⋅ Aomufei Yuan ⋅ Yuxuan Tian ⋅ Zhengyang Wang ⋅ Guangxiang Zhao ⋅ Xiangzheng Zhang ⋅ Tong Yang
[ OpenReview] 
Poster
None
The limbic navigation system as a hierarchical RNN
Zilong Ji ⋅ Huiwen Zhang ⋅ Krishna Gorantla ⋅ Neil Burgess
[ OpenReview] 
Poster
None
Multi-Nonsmooth-Nonconvex-Objective Optimization
Ru Wang ⋅ Chengchang Liu
[ OpenReview] 
Poster
None
ObsConDA: Observability-Constrained Data Assimilation with Control-Space Inference
He Fang ⋅ Jiaqi FAN ⋅ Dan Wang
[ OpenReview] 
Poster
None
Unveiling Fine-Grained Visual Traces: Evaluating MultiModal Interleaved Reasoning Chains in Multimodal STEM Tasks
Jing Jin ⋅ Hao Liu ⋅ Yan Bai ⋅ Yihang Lou ⋅ Zhenke Wang ⋅ Tianrun Yuan ⋅ Yongkang Zhu ⋅ Juntong Chen ⋅ Fanhu Zeng ⋅ Xuanyu Zhu ⋅ Tao Feng ⋅ Yige Xu
[ OpenReview] 
Poster
None
CAPER: Clause-Aligned Process Supervision for Text-to-SQL
Lujie Ban ⋅ Jiasheng Shi ⋅ Jinyang Li ⋅ Xiaolin Han ⋅ Tsz Nam Chan ⋅ Chenhao Ma
[ OpenReview] 
Poster
None
Mean-Field Parallel Decoding for Discrete Diffusion Language Models
Tamim Zoabi ⋅ Ameen A Ali ⋅ Liran Ringel ⋅ Lior Wolf
[ OpenReview] 
Poster
None
From Seeing to Foreseeing: Unleashing LVLM Thinking in Dynamic Latent Space
Yuxuan Liang ⋅ Xu Li ⋅ Xiaolei Chen ⋅ Rui Zhu ⋅ Zhe Liu ⋅ Haotian Chen ⋅ Yi Zheng ⋅ Wenjuan Meng ⋅ Zhuolin He ⋅ Fan Shi ⋅ Xiangyang Xue
[ OpenReview] 
Poster
None
Understanding Sample Efficiency in Predictive Coding
Gaspard Oliviers ⋅ Elene Lominadze ⋅ Rafal Bogacz
[ OpenReview] 
Poster
None
Hydra-DP3: Frequency-Aware Right-Sizing of 3D Diffusion Policies for Visuomotor Control
Jinhao Zhang ⋅ Zhexuan Zhou ⋅ Huizhe Li ⋅ Yichen Lai ⋅ Wenlong Xia ⋅ Haoming Song ⋅ Youmin Gong ⋅ Jie Mei
[ OpenReview] 
Poster
None
World-Model-Inspired Flicker State Modeling for Burst Flicker Removal
Bowen Tang ⋅ Tao Wang ⋅ Xin Yu ⋅ Wenhan Luo ⋅ Kaihao Zhang ⋅ Bo Li ⋅ Min zhang
[ OpenReview] 
Poster
None
How Data Scales in Agentic Reinforcement Learning: Laws and Synthesis Strategies
Bowei He ⋅ Yankai Chen ⋅ Xiaokun Zhang ⋅ Changjiang Han ⋅ Ye Yuan ⋅ Chong Li ⋅ Steve Liu
[ OpenReview] 
Poster
None
WiREBench: Evaluating AI Agents' Capabilities in Reverse-Engineering Black-Box Applications in the Real World
Robin Rheem ⋅ Alexandra Maxwell ⋅ Mona Wang ⋅ Benjamin Mixon-Baca ⋅ Tianneng Shi ⋅ Jeffrey Knockel ⋅ Ali Aldakheel ⋅ Basel Alomair ⋅ Prateek Mittal ⋅ Dawn Song
[ OpenReview] 
Poster
None
Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents
Ziyan Liu ⋅ Zhezheng Hao ⋅ Yeqiu Chen ⋅ Hong Wang ⋅ JingRen Hou ⋅ Ruiyi Ding ⋅ Yongkang Yang ⋅ Wence Ji ⋅ Wei Xia ⋅ Feng Liu
[ OpenReview] 
Poster
None
Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs
Quan Nguyen-Tri ⋅ Mukul Ranjan ⋅ Zhiqiang Shen
[ OpenReview] 
Poster
None
Anchoring Adversarial Trajectories to Data Manifolds: A Bilevel Transfer Optimization Framework
Yaohua Liu ⋅ Yifan Guo ⋅ Jiaxin Gao
[ OpenReview] 
Poster
None
Kernel-based guarantees for nonlinear parametric models in Bayesian optimization
Rafael Oliveira
[ OpenReview] 
Poster
None
Think Before You Generate: Active Panoramic Exploration for Text-to-3D Scenes
Derui Li ⋅ Peng Lu ⋅ Lujing Cao ⋅ Yuhao Sun ⋅ Wenhao Guo ⋅ Sheng Li
[ OpenReview] 
Poster
None
MAGNET: Manifold-Aware Graph Diffusion Network for Connectome Generation
Protyay Dey ⋅ Ayush Roy ⋅ Hyuna Cho ⋅ Won Hwa Kim ⋅ Vishnu Lokhande
[ OpenReview] 
Poster
None
Neural Spectral Capacity: An Architectural Quantity from Network Specification Alone
CHENYU ZHU ⋅ Ruoyu Zhao ⋅ Zhichao Lu
[ OpenReview] 
Poster
None
On the Construction and Implications of Low-Loss Valleys in LoRA-based Bayesian Inference
Daniel Dold ⋅ Emanuel Sommer ⋅ Julius Kobialka ⋅ Oliver Dürr ⋅ David Rügamer
[ OpenReview] 
Poster
None
Reward Shaping to Improve Language Model Query Generation
Shicheng Liu ⋅ Zeyu Zhang ⋅ LEI LU ⋅ Kexuan Sun ⋅ Thuy Vu
[ OpenReview] 
Poster
None
FinReasoning: A Hierarchical Benchmark for Reliable Financial Research Reporting
Yiyun Zhu ⋅ Yidong Jiang ⋅ Ziwen Xu ⋅ Yinsheng Yao ⋅ Dawei Cheng ⋅ Jinru Ding ⋅ JIE XU
[ OpenReview] 
Poster
None
Full Fine-Tuning Is Not the Problem: Why Adam Fails and SGD Succeeds in Few-Shot CLIP Adaptation
Nairouz Mrabah ⋅ Ismail Ayed ⋅ Eric Granger
[ OpenReview] 
Poster
None
To See Far, Look Close: Evolutionary Forecasting for Long-term Time Series
Jiaming Ma ⋅ Siyuan Mu ⋅ Ruilin Tang ⋅ Haofeng Ma ⋅ Qihe Huang ⋅ Zhengyang Zhou ⋅ Pengkun Wang ⋅ Binwu Wang ⋅ Yang Wang
[ OpenReview] 
Poster
None
In-Context Optimization for Retrieval-Augmented Generation: A Gradient-Descent Perspective
mingchen li ⋅ Jiatan Huang ⋅ Chuxu Zhang ⋅ Liang Zhao ⋅ Hong Yu
[ OpenReview] 
Poster
None
RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents
mingchen li ⋅ Hansi Zeng ⋅ Zhuo Qian ⋅ Jiatan Huang ⋅ Sunjae Kwon ⋅ Hamed Zamani ⋅ Hong Yu
[ OpenReview] 
Poster
None
ReCon: Toward Balanced Learning under Inter-Context and Context-Memory Conflicts
Huipeng Ma ⋅ Dandan Song ⋅ Shaonan Ma ⋅ Changzhi Zhou ⋅ Jun Yang ⋅ Yuhang Tian ⋅ Luan Zhang ⋅ Chenhao Li ⋅ Xudong Li ⋅ Fang Xi ⋅ Guangyuan Feng
[ OpenReview] 
Poster
None
MCP-Atlas: A Large-Scale Benchmark for Tool-Use Competency with Real MCP Servers
Chaithanya Bandi ⋅ Razvan Dumitru ⋅ Ben Hertzberg ⋅ Divyansh Agarwal ⋅ Geobio Boo ⋅ Tejas Polakam ⋅ Jeff Da ⋅ HiJae Kim ⋅ Vipul Gupta ⋅ Manasi Sharma ⋅ Andrew Park ⋅ Martin Villanueva Dimakis ⋅ Ernesto G Montoya ⋅ Rafael Cruz ⋅ MohammadHossein Rezaei ⋅ Chetan Rane ⋅ Daniel Y Zhang ⋅ Brad Kenstler ⋅ Bing Liu
[ OpenReview] 
Poster
None
Where Should Society Draw the Line? A Social Choice Approach to Collective Consent
Chris Dong ⋅ Sonja Kraiczy ⋅ Rohit Prashanth Vasishta ⋅ Markus Brill ⋅ Wesley H Holliday ⋅ Niclas Boehmer
[ OpenReview] 
Poster
None
Learning Modular Addition with Auxiliary Modulus
Hanato Kikuchi ⋅ Ryosuke Masuya ⋅ Kazuhiko Kawamoto ⋅ Hiroshi Kera
[ OpenReview] 
Poster
None
Linear approximations to HMM filtering
Andrew Mah ⋅ Joshua L Pughe-Sanford ⋅ Sarah Harvey ⋅ Alex Williams
[ OpenReview] 
Poster
None
Dynamic Resolution Routing for Efficient Egocentric Grounding
Huixin Sun ⋅ Wangbo Zhao ⋅ Fanyue Wei ⋅ Qiuxia Lin ⋅ Pengzhan Sun ⋅ Angela Yao
[ OpenReview] 
Poster
None
Robust Approximate Nearest Neighbor Search for Any Dataset
Alexandr Andoni ⋅ Themistoklis Haris ⋅ Esty Kelman ⋅ Krzysztof Onak
[ OpenReview] 
Poster
None
Binding Multiple Modalities via Multimodal Wasserstein Barycenter
Xiaole Tang ⋅ Jiayi Xu ⋅ Xiang Gu ⋅ Yan Yang ⋅ Jian Sun
[ OpenReview] 
Poster
None
WildBox: A Dataset and Benchmark for Aerial Monocular 3D Detection of African Savanna Wildlife
Vandita Shukla ⋅ Kilian Meier ⋅ Lucie Laporte-Devylder ⋅ Camille R Saint-Jean ⋅ Jenna Kline ⋅ Blair R Costelloe ⋅ Devis Tuia ⋅ Fabio Remondino ⋅ Benjamin Risse
[ OpenReview] 
Poster
None
When, Where, What: Structural Guarantees for Travel Time Prediction on Temporal Graphs
Gabriel Buginga ⋅ Gabriel D Vilela ⋅ Jincheng Zhou ⋅ Mohit Tawarmalani ⋅ Bruno Ribeiro
[ OpenReview] 
Poster
None
TransmissiveGS: Residual-Guided Disentangled Gaussian Splatting for Transmissive Scene Reconstruction and Rendering
Zhenyu Liang ⋅ Xiao Zhang ⋅ Tianchao Li ⋅ Jack C Cheng ⋅ Chi-Keung Tang
[ OpenReview] 
Poster
None
3D Consistency Tokens
Seungtae Nam ⋅ Jungwoo Kim ⋅ Gyeongjin Kang ⋅ Younggeun Lee ⋅ Seungkwon Yang ⋅ Eunbyung Park
[ OpenReview] 
Poster
None
DyRA: Dynamic Residual Approximation for Efficient Matrix Multiplication in DNNs
Daewon Chae ⋅ Hyunwon Chung ⋅ Changwoo Lee ⋅ Hun-Seok Kim
[ OpenReview] 
Poster
None
Layout Before Pixels: Topology-Anchored Transcriptome-to-Histology Generation
Jianwei Zhao ⋅ Xin Li ⋅ Fan Yang ⋅ Qiang Zhai ⋅ Ao Luo ⋅ Hong Cheng
[ OpenReview] 
Poster
None
ASTOR: Multi-Task Code Reinforcement Learning via Utility-Driven Coordination
Yujia Chen ⋅ Yang Ye ⋅ Xiao Chu ⋅ Yuchi Ma ⋅ Cuiyun Gao
[ OpenReview] 
Poster
None
MEV: A Multi-Event Video Dataset for Long-Take Generation
Peiyuan Zhu ⋅ Shaoan Xie ⋅ Yifan Shen ⋅ Wen Tian ⋅ Zijian Li ⋅ Guangyi Chen ⋅ Kun Zhang
[ OpenReview] 
Poster
None
Benchmarking Compositional Generalisation for Machine Learning Interatomic Potentials
Amir M Nourollah ⋅ Irtaza Khalid ⋅ Stefano Leoni ⋅ Steven Schockaert
[ OpenReview] 
Poster
None
AsymHP: Load-Balanced Sparse Attention for Video Diffusion Transformers
Xinwei Qiang ⋅ Yue Guan ⋅ Ruihan Zhu ⋅ Mihir Jagtap ⋅ Zaifeng Pan ⋅ Zhongkai Yu ⋅ Chang Chen ⋅ Zhengding Hu ⋅ Yufei Ding ⋅ Adnan Aziz
[ OpenReview] 
Poster
None
SMoA: Spectrum Modulation Adapter for Parameter-Efficient Fine-Tuning
Yongkang Liu ⋅ Xing Li ⋅ Mengjie Zhao ⋅ Shanru Zhang ⋅ Zijing Wang ⋅ Qian Li ⋅ Shi Feng ⋅ Feiliang Ren ⋅ Daling Wang ⋅ Hinrich Schuetze
[ OpenReview] 
Poster
None
FreeAct: Demonstration-Free Robot Adaptation via Action-Grounded Generated Videos
Zhe-Han Mo ⋅ Jia-Ning Li ⋅ Jiaxi Song ⋅ Meng-Hao Guo ⋅ Shi-min Hu
[ OpenReview] 
Poster
None
Parameter symmetries determine representational geometry in overparameterized nonlinear networks
Marvin Theiss ⋅ Lukas Braun ⋅ Andrew Saxe ⋅ Erin Grant
[ OpenReview] 
Poster
None
ChunkFT: Byte-Streamed Optimization for Memory-Efficient Full Fine-Tuning
Yongkang Liu ⋅ Zijing Wang ⋅ Mengjie Zhao ⋅ Ercong Nie ⋅ Mingyang Wang ⋅ Qian Li ⋅ Feiliang Ren ⋅ Shi Feng ⋅ Daling Wang ⋅ Hinrich Schuetze
[ OpenReview] 
Poster
None
Veri-Sure: Multi-Agent RTL Code Generation with Temporal Tracing, Slicing and Formal Verification
Jiale Liu ⋅ Taiyu Zhou ⋅ Tianqi Jiang
[ OpenReview] 
Poster
None
Driver Attention as Competitive Allocation: A Scene--Task-Aware Dual-Branch Framework
Qianfang Wang ⋅ Bin Rao ⋅ Pengpeng Xu ⋅ Tiantian Chen
[ OpenReview] 
Poster
None
Retrieval-Augmented Diffusion Modeling for Stochastic Discount Factor Portfolios
Kelvin J Koa ⋅ XinYang Li ⋅ Ke-Wei Huang
[ OpenReview] 
Poster
None
Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens
Karthik Valmeekam ⋅ Vardhan Palod ⋅ Kaya Stechly ⋅ Atharva Gundawar ⋅ Subbarao Kambhampati
Poster
None
Trajectory-Consistent Dropout for Uncertainty Decomposition in Hamiltonian Neural Networks
Stephen J Roberts ⋅ Yuki Tachibana
[ OpenReview] 
Poster
None
FactorizedHMR: A Hybrid Framework for Video Human Mesh Recovery
Patrick Kwon ⋅ Chen Chen
[ OpenReview] 
Poster
None
AbsoluteDegradation: A Physics-Inspired Synthetic Film-Degradation Pipeline and Archival Film Restoration Benchmark
Mikołaj Jastrzębski ⋅ Dawid Glinkowski ⋅ Dawid Zieliński ⋅ Daniel Borkowski ⋅ Wojciech M Kozłowski ⋅ Kamil Adamczewski
[ OpenReview] 
Poster
None
GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph Priors
Qiang Xiang ⋅ Shuang Sun ⋅ Binglei Li ⋅ Yibo Chen ⋅ Xu Tang ⋅ Yao Hu ⋅ Junping Zhang
[ OpenReview] 
Poster
None
M2A: Synergizing Mathematical and Agentic Reasoning in Large Language Models
JunJian Wang ⋅ Xin Zhou ⋅ Qiran Xu ⋅ Kun Zhan
[ OpenReview] 
Poster
None
Nonparametric In-Context Learning under Growing Geometric Complexity: Minimax Optimality and Local Geometry-Adaptivity of Transformers
Jaehee Seo ⋅ Jisu Kim
[ OpenReview] 
Poster
None
AirIAD: Agentic Iterative Reasoning for Industrial Anomaly Detection
Huan Yu ⋅ TIECHENG ZHANG ⋅ Jin Wang ⋅ Jingru Yang ⋅ Kaixiang Huang ⋅ Zhongyang Sun ⋅ Guodong Lu ⋅ Shengfeng He
[ OpenReview] 
Poster
None
Probing the Trajectories of Reasoning Traces in Large Language Models
Marthe Ballon ⋅ Brecht F Verbeken ⋅ Vincent Ginis ⋅ Andres Algaba
[ OpenReview] 
Poster
None
BrainCoT: A Multi-Task Zero-Shot Brain Signal Foundation Model with Neurometric-Anchored Chain-of-Thought Reasoning
Yiyu Gui ⋅ Mingzhi Chen ⋅ Guibo Luo ⋅ Yuchao Yang
[ OpenReview] 
Poster
None
EpicWorldModel: Exploration-driven Planning with Latent World Models
Bowen Feng ⋅ Julian Ost ⋅ Zhiting Mei ⋅ Anirudha Majumdar ⋅ Felix Heide
[ OpenReview] 
Poster
None
PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers
Haopeng Li ⋅ Shitong Shao ⋅ Wenliang Zhong ⋅ zikai zhou ⋅ Lichen Bai ⋅ Hui Xiong ⋅ Zeke Xie
[ OpenReview] 
Poster
None
Measuring Cross-Modal Synergy: A Benchmark for VLM Explainability
Joël R Ky ⋅ Salah GHAMIZI ⋅ Maxime Cordy
[ OpenReview] 
Poster
None
Benchmarking Membership Privacy Risks in Preference-Based LLM Post-Training
Lorenzo Rossi ⋅ Kaif Shaikh ⋅ Franziska Boenisch ⋅ Adam Dziedzic
[ OpenReview] 
Poster
None
SRA: Spatial Reasoning Adapter via Evolving Social Interaction Graphs for Trajectory Prediction
Jaewoo Jeong ⋅ Seonkyu Song ⋅ Hyeonwoo Park ⋅ Jegyeong Cho ⋅ Yujin Bae ⋅ Giwon Lee ⋅ Daehee Park ⋅ Kuk-Jin Yoon
[ OpenReview] 
Poster
None
SpectralKV: Redundancy-Aware KV Cache Compression via Spectral Coreset Selection
Fangming Zhao ⋅ Fulun Ye ⋅ Xiaofei Yue ⋅ Ziming Zhao ⋅ Yu Peng ⋅ Junyu Chen ⋅ Tingting Li
[ OpenReview] 
Poster
None
Near-Optimal Sample Complexity of Robust Reinforcement Learning with KL Uncertainty Set
Yudan Wang ⋅ Zilong Deng ⋅ Nathaniel D Bastian ⋅ Shaofeng Zou
[ OpenReview] 
Poster
None
Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning
Yuxin Li ⋅ Donghang Wu ⋅ Guan-Ting Lin ⋅ Hung-yi Lee ⋅ Chengwei Qin ⋅ CHEN CHEN ⋅ Zhehuai Chen
[ OpenReview] 
Poster
None
RL-Guided Temporal Localization for Dual-Channel Retrieval in Long-Horizon Agent Memory
Dabin Sheng ⋅ Zhe Wu ⋅ Jinming Zhao ⋅ Junliang Xing ⋅ Yuanchun Shi
[ OpenReview] 
Poster
None
From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures
Florian Rottach ⋅ William Rudman ⋅ Bastian Rieck ⋅ Harrisen Scells ⋅ Carsten Eickhoff
[ OpenReview] 
Poster
None
Read, Parse, Describe: Unified Document Parsing with Visual Element Description Generation
Yuheng Chen ⋅ Yufan Chen ⋅ Zhuojun Cai ⋅ Ruiping Liu ⋅ Junwei Zheng ⋅ Jiale Wei ⋅ Di Wen ⋅ Weijia Fan ⋅ Kunyu Peng ⋅ Jiaming Zhang ⋅ Rainer Stiefelhagen
[ OpenReview] 
Poster
None
PLACE: Patch-Level Agnostic Concept Extraction
Gabriele Onorato ⋅ Fabrizio Silvestri ⋅ Nathaniel D Bastian ⋅ Francesco Restuccia
[ OpenReview] 
Poster
None
DISCOVER: Online Variance-Guided Data Discovery for Budgeted Multimodal GRPO
Peyman Gholami ⋅ Shivam Chandhok ⋅ Saber Malekmohammadi ⋅ Shayan Shams ⋅ Robert Xiao ⋅ Leonid Sigal
[ OpenReview] 
Poster
None
Value-Rectified Distillation for Flow-based Offline Reinforcement Learning
Ke Jiang ⋅ Wen Jiang ⋅ Yoshinobu Kawahara ⋅ Xiaoyang Tan
[ OpenReview] 
Poster
None
Flow-Guided Target-Space Alignment via Path Consistency
Ruizhi Yuan ⋅ Zeqiu Yu ⋅ Wei Gao ⋅ Wei Chen ⋅ Xiwei Tang ⋅ Lu Tang
[ OpenReview] 
Poster
None
MVVBench: Benchmarking 4D Reasoning in Vision-Language Models
Hyungjin Chung ⋅ Byeongjun Park ⋅ Joonseok Lee ⋅ Hojun Kim ⋅ Jaeho Choi ⋅ Byung-Hoon Kim
[ OpenReview] 
Poster
None
Peer Review of Applied Machine Learning Papers Must Include Code Execution
Lisa-Marie Vortmann
[ OpenReview] 
Poster
None
The Minimax Rate of Online Isotonic Regression on Product Orders
Sichen Wang
[ OpenReview] 
Poster
None
PanoWorld: Geometry-Consistent Panoramic Video World Modeling
Le Jiang ⋅ Xiangyu Bai ⋅ Bishoy Galoaa ⋅ Shayda Moezzi ⋅ Caleb J Lee ⋅ Tooba Imtiaz ⋅ Edmund Yeh ⋅ Jennifer Dy ⋅ Yanzhi Wang ⋅ Sarah Ostadabbas
[ OpenReview] 
Poster
None
Preconditioned Implicit Midpoint Langevin Sampling for Non-Smooth Bayesian Imaging
Sichen Wang ⋅ Zhipeng Lu
[ OpenReview] 
Poster
None
Sample Efficient Generative Molecular Optimization with Joint Self-Improvement
Serra Korkmaz ⋅ Adam Izdebski ⋅ Jonathan Pirnay ⋅ Rasmus Møller-Larsen ⋅ Michal Kmicikiewicz ⋅ Pankhil Gawade ⋅ Maksim Pavlov ⋅ Dominik G Grimm ⋅ Ewa Szczurek
[ OpenReview] 
Poster
None
Online Evaluation of LLMs via Dyadic Designs
Jinglong Zhao ⋅ Zijie Zhou
[ OpenReview] 
Poster
None
Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice
Li Kong ⋅ Qi Qi ⋅ Yinyu Ye ⋅ Zijie Zhou
[ OpenReview] 
Poster
None
LLM-WikiRace: A Benchmark for Planning and Reasoning over Real-World Knowledge Graphs
Juliusz Ziomek ⋅ William Bankes ⋅ Lorenz Wolf ⋅ Shyam Sundhar Ramesh ⋅ Xiaohang Tang ⋅ Ilija Bogunovic
[ OpenReview] 
Poster
None
AccelEval: A Whole-Program Benchmark for LLM-Generated CPU-to-GPU Code Acceleration
Chendong Song ⋅ Tianci Bu ⋅ Meixuan Wang ⋅ Zijie Zhou
[ OpenReview] 
Poster
None
Active Learning for Gaussian Process Regression Under Self-Induced Boltzmann Weights
Jixiang Qing ⋅ Henry Moss ⋅ Matthias Sachs
[ OpenReview] 
Poster
None
From Generic to Dedicated: A Novel Optimizer for Online Continual Learning
Yongyi Wu ⋅ Zheng Wang ⋅ Sen Lin
[ OpenReview] 
Poster
None
P$^3$-VLM: A Point-based Alternative for Grounded 3D Vision-Language Models
Anna-Maria Halacheva ⋅ Jan-Nico Zaech ⋅ Sombit Dey ⋅ Luc V Gool ⋅ Danda Pani Paudel
[ OpenReview] 
Poster
None
On the Burden of Achieving Fairness in Conformal Prediction
Ziang Gao ⋅ Pengqi Liu ⋅ Archer Yang ⋅ Mouloud Belbahri ⋅ Jesse Cresswell ⋅ Masoud Asgharian
[ OpenReview] 
Poster
None
Diffusion Transformers with Residual Adaptive Layer Normalization
Ge Wu ⋅ Minxing Luo ⋅ Yikai Ge ⋅ Lei Wang ⋅ DanDan Zheng ⋅ Rui Liu ⋅ libin wang ⋅ Yu-Liang Zhan ⋅ Taihang Hu ⋅ Jingdong Chen ⋅ Xiang Li
[ OpenReview] 
Poster
None
Beyond Generation: Unlocking Discriminative Representations from Diffusion Models
Haowen Cui ⋅ Ge Wu ⋅ Shuo Chen ⋅ Yikai Ge ⋅ Ge Gao ⋅ Xiang Li ⋅ Jun Li ⋅ Jian Yang
[ OpenReview] 
Poster
None
Similarity-Constrained Reweighting for Complex Query Answering on Knowledge Graphs
Daniel Daza ⋅ Alberto Bernardi ⋅ Luca Costabello ⋅ Christophe Gueret ⋅ Michael Cochez ⋅ M.C. Schut
[ OpenReview] 
Poster
None
PithTrain: A Compact and Agent-Native MoE Training System
Ruihang Lai ⋅ Hao Kang ⋅ Haozhan Tang ⋅ Akaash R Parthasarathy ⋅ Zichun Yu ⋅ Junru Shao ⋅ Todd Mowry ⋅ Chenyan Xiong ⋅ Tianqi Chen
[ OpenReview] 
Poster
None
LUMOS: Tracing Parametric Knowledge from Training Data to Behavioral Outputs in LLMs
Seoyeon Ye ⋅ Gayoung Kim ⋅ Jiyoung Hong ⋅ Soo Kyung Kim ⋅ Hyunsoo Cho
[ OpenReview] 
Poster
None
Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE
Haozhan Tang ⋅ Zerui Wang ⋅ Yuxian Gu ⋅ Song Han ⋅ Han Cai
[ OpenReview] 
Poster
None
Exposing the Illusion of Erasure in Knowledge Editing for LLMs
Advik Basani ⋅ Anshuman Chhabra
[ OpenReview] 
Poster
None
TAC: Timestamped Audio Captioning
Sonal Kumar ⋅ Prem Seetharaman ⋅ Ke Chen ⋅ Oriol Nieto ⋅ Jiaqi Su ⋅ Zhepei Wang ⋅ Rithesh Kumar ⋅ Dinesh Manocha ⋅ Nicholas J Bryan ⋅ Zeyu Jin ⋅ Justin Salamon
[ OpenReview] 
Poster
None
Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation
Haozhan Tang ⋅ Xiuqi Zhu ⋅ Xinyin Zhang ⋅ Boxun Li ⋅ Virginia Smith ⋅ Kevin Kuo
[ OpenReview] 
Poster
None
Beyond Correctness: Robustness-Driven Evolutionary Self-Training for Large Language Models
Wei Guo ⋅ Hongyao Tang ⋅ Yi Ma ⋅ Jinyi Liu ⋅ Pengyi Li ⋅ Jing Liang ⋅ Yifu Yuan ⋅ YAN ZHENG ⋅ Jianye Hao
[ OpenReview] 
Poster
None
Flexible Routing via Uncertainty Decomposition
Charlotte Peale ⋅ Siddartha Devic ⋅ Parikshit Gopalan ⋅ Udi Wieder ⋅ Aravind Gollakota
[ OpenReview] 
Poster
None
FlowSteer: Towards Agents Designing Agentic Workflows via Reinforced Progressive Canvas Editing
Mingda Zhang ⋅ Wenjin Liu ⋅ Tiesunlong Shen ⋅ Qika Lin ⋅ Rui Mao ⋅ Erik Cambria ⋅ Xiaoying Tang ⋅ Haoran Luo
[ OpenReview] 
Poster
None
Grouped Adaptive Head Mixing for Personalized Multi-Task Federated Reinforcement Learning
Yiran Pang ⋅ Zhen Ni ⋅ Dimitris Pados ⋅ Xiangnan Zhong
[ OpenReview] 
Poster
None
DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off
Xiaofan Li ⋅ Ming Yang ⋅ Zhiyuan Ma ⋅ Shichao Ma ⋅ Jintao Du ⋅ Yu Cheng ⋅ Weiqiang Wang ⋅ zhizhong zhang ⋅ Xin Tan ⋅ Yanyun Qu ⋅ Lizhuang Ma ⋅ Yuan Xie
[ OpenReview] 
Poster
None
Learning Where to Look: Observation Policy Optimization for Thinking with Images
Junfeng Wang ⋅ Jiawei Liu ⋅ Yongchao Xu ⋅ Tao Jiang ⋅ jiangbo Ai ⋅ Jin Zhang ⋅ Chong Wang ⋅ Qixing Zhang
[ OpenReview] 
Poster
None
TriTD: Tri-Partite Trajectory–Distribution Distillation for Real-Time Autoregressive Video Generation
Jia Li ⋅ Xurui Peng ⋅ Haowei Zhu ⋅ Tianyu Zhao ⋅ Jiexi Wang ⋅ Youwei Zheng ⋅ Yuxi Ren ⋅ Xinglong Wu ⋅ XING WANG ⋅ Hayden So
[ OpenReview] 
Poster
None
Learning-to-Memorize: Dynamic Context Management for Long-Horizon Autoregressive Video Generation
Haowei Zhu ⋅ Qijie Wang ⋅ Jia Li ⋅ XING WANG ⋅ Tianyu Zhao ⋅ Jiexi Wang ⋅ Xurui Peng ⋅ Xinglong Wu ⋅ Jun-Hai Yong ⋅ Bin Wang
[ OpenReview] 
Poster
None
CLEAR: Complementary Tripartite Play with Bayesian Calibration for Semi-Supervised Edge Classification
Zhipeng Sun ⋅ Fanchun Meng ⋅ Jiazhen Huang ⋅ Yongpeng Zhang ⋅ Tao Ren ⋅ Yifan Wang ⋅ Wei Ju ⋅ Xiao Luo
[ OpenReview] 
Poster
None
AdapToPASS: Ambiguity-aware Adaptive Spherical Transformer for Panoramic Semantic Segmentation
Soumyaratna Debnath ⋅ weiming zhang ⋅ Shriram Damodaran ⋅ Dingwen Xiao ⋅ Lin Wang
[ OpenReview] 
Poster
None
A General Filter-Enhanced Approach to Smartphone Hyperspectral Imaging
Daniil Reutsky ⋅ Daniil Vladimirov ⋅ Yasin Mamedov ⋅ Georgy Perevozchikov ⋅ Egor I Ershov ⋅ Nancy Mehta ⋅ Radu Timofte
[ OpenReview] 
Poster
None
Evaluation Awareness in Language Models Has Limited Effect on Behaviour
Amelie Knecht ⋅ Lucas Florin ⋅ Thilo Hagendorff
[ OpenReview] 
Poster
None
SphMind: Towards Robust, Training-Free VLM-based Spatial Reasoning with a 360 Camera
Shriram Damodaran ⋅ Soumyaratna Debnath ⋅ Cheston Tan ⋅ Lin Wang
[ OpenReview] 
Poster
None
Early Failure Detection and Intervention in Video Diffusion Models
Kwon Byung-Ki ⋅ Sohwi Lim ⋅ Nam Hyeon-Woo ⋅ Moon Ye-Bin ⋅ Tae-Hyun Oh
[ OpenReview] 
Poster
None
Metaphor Is Not All Attention Needs
Olga Sorokoletova ⋅ Francesco Giarrusso ⋅ Giacomo De Luca ⋅ Piercosma Bisconti ⋅ Matteo Prandi ⋅ Federico Pierucci ⋅ Marcello Galisai ⋅ Vincenzo Suriani ⋅ Daniele Nardi
[ OpenReview] 
Poster
None
Escaping the Curse of Dimensionality in One‑Step Flow-Based Generative Models
Konstantin Yakovlev
[ OpenReview] 
Poster
None
Stop Quantum Machine Learning; do AI-for-Quantum instead
Guo ⋅ Ziwen Pan
[ OpenReview] 
Poster
None
Salvation Lies Within: Proactive Prefix Re-forming for LLM-based Tagging
Shulan Wang ⋅ YingJie Zhu ⋅ Yuting Yan ⋅ Ke Cheng ⋅ Yan Chen ⋅ Sheng Zhang ⋅ Hefei Guo ⋅ Qidong Zhang ⋅ Zhengyong Zhang ⋅ Yibo Jin ⋅ Zhuzhong Qian
[ OpenReview] 
Poster
None
Seirênes: Adversarial Self-Play with Evolving Distractions for LLM Reasoning
Chi Zhang ⋅ Haibo Qiu ⋅ Qiming ZHANG ⋅ Yufei Xu ⋅ Xinbo Gao ⋅ Jing Zhang
[ OpenReview] 
Poster
None
Explanation Mechanism Influences Human Reliance on Reinforcement Learning Agents
Xuying Zhong ⋅ Daniel Beechey ⋅ Crescent Jicol ⋅ Janina A. Hoffmann ⋅ Özgür Şimşek
[ OpenReview] 
Poster
None
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps
Yanke Zhou ⋅ Yiduo Li ⋅ Hanlin Tang ⋅ Maohua Li ⋅ Kan Liu ⋅ Tao Lan ⋅ Lin Qu ⋅ Yuan Yao ⋅ Xiaoxing Ma
[ OpenReview] 
Poster
None
EgoForce: Robust Online Egocentric Motion Reconstruction via Diffusion Forcing
Inwoo Hwang ⋅ Donggeun Lim ⋅ Hojun Jang ⋅ Young M Kim
[ OpenReview] 
Poster
None
Rethinking Cross-Layer Information Routing in Diffusion Transformer
Chao Xu ⋅ Maohua Li ⋅ Qirui Li ⋅ Yixuan Xu ⋅ Yanke Zhou ⋅ Yunhe LI ⋅ Cuifeng Shen ⋅ Hanlin Tang ⋅ Kan Liu ⋅ Tao Lan ⋅ Lin Qu ⋅ Shao-Qun Zhang
[ OpenReview] 
Poster
None
Foundation Model Informed Acquisition Functions for Molecular Discovery
Qi CHEN ⋅ Fabio Ramos ⋅ Alan Aspuru-Guzik ⋅ Florian Shkurti
[ OpenReview] 
Poster
None
Constrained Look-ahead Guidance for Interference-Aware Flow Editing
Doudou ZHANG ⋅ Qi CHEN
[ OpenReview] 
Poster
None
HERO: A Heterogeneity-Aware Benchmark Library for Federated Continual Learning
Thinh T Nguyen ⋅ Le-Tuan Nguyen ⋅ Minh-Duong Nguyen ⋅ Nhi Trinh ⋅ Anh T Nguyet ⋅ Dung Le ⋅ Kok-Seng Wong
[ OpenReview] 
Poster
None
Detecting RLVR Training Data via Structural Convergence of Reasoning
Hongbo Zhang ⋅ Leyang Cui ⋅ Jianhao Yan ⋅ Guangsheng Bao ⋅ Yue Zhang ⋅ Shuo Yang ⋅ Yue Zhang
[ OpenReview] 
Poster
None
Rethinking Molecular Graph Backdoors under Chemistry-aware Admission
Thinh T Nguyen ⋅ Sze Jue Yang ⋅ Khoa D Doan ⋅ Chee Seng Chan ⋅ Kok-Seng Wong
[ OpenReview] 
Poster
None
FreqCa: Accelerating Image generation and editing via Frequency-Aware Caching
Jiacheng Liu ⋅ Peiliang Cai ⋅ Qinming Zhou ⋅ Yuqi Lin ⋅ Deyang Kong ⋅ Benhao Huang ⋅ Yupei Pan ⋅ Haowen Xu ⋅ Chang Zou ⋅ Junshu Tang ⋅ Shikang Zheng ⋅ Linfeng Zhang
[ OpenReview] 
Poster
None
LiteNav: Lightweight Map-free Outdoor Visual Navigation
Mingxu Zhu ⋅ Chang Liu ⋅ Xiao Zhao ⋅ Zheyuan Zhang ⋅ Linna Song ⋅ Qingliang Luo ⋅ liming zhang ⋅ Xiangyu Zhen ⋅ Chufan Guo ⋅ Kuifeng Su
[ OpenReview] 
Poster
None
MOSAIC-Bench: Measuring Compositional Vulnerability Induction in Coding Agents
Jonathan Steinberg ⋅ Oren Gal
[ OpenReview] 
Poster
None
A Unified Semismooth Newton Approach to Multitask and Multivariate Square-Root Lasso Problems
Dongwon Kim ⋅ Taehyoung Kim ⋅ Sungdong Lee ⋅ Joong-Ho (Johann) Won
[ OpenReview] 
Poster
None
Spectrally Parameterized Neural Inverse Reconstruction
Harshvardhan Takawale ⋅ Aritrik Ghosh ⋅ Nirupam Roy
[ OpenReview] 
Poster
None
Normative Networks for Source Separation via Local Plasticity and Dendritic Computation
Bariscan Bozkurt ⋅ Efe A Gorguner ⋅ Francesco Innocenti ⋅ Rafal Bogacz
[ OpenReview] 
Poster
None
Coherent Routing in Decision Trees: Phase-Interference Learning for Interpretable Tabular Prediction
David Li ⋅ Angela Li
[ OpenReview] 
Poster
None
To Call or Not to Call: Diagnosing Intrinsic Over-Calling Bias in LLM Agents
Wei Shi ⋅ Ziheng Peng ⋅ Sihang Li ⋅ Xiting Wang ⋅ Xiang Wang ⋅ Mengnan Du ⋅ Na Zou
[ OpenReview] 
Poster
None
Iterative Latent Refinement for Value Learning in Offline Goal-Conditioned RL
Daoxin Li ⋅ Songcheng Xu ⋅ Guozhang Chen
[ OpenReview] 
Poster
None
Learning Pseudo-Riemannian Manifolds for Heterophilic Graphs via Graph Signature
Yun Young Choi ⋅ Asung Kil ⋅ Sun Woo Park ⋅ Minho Lee ⋅ Seokhwan Kim
[ OpenReview] 
Poster
None
Rep2Text: Decoding Full Text from a Single LLM Token Representation
Haiyan Zhao ⋅ Zirui He ⋅ Yiming Tang ⋅ Fan Yang ⋅ Ali Payani ⋅ Dianbo Liu ⋅ Mengnan Du
[ OpenReview] 
Poster
None
ProxySearch: Decoupled Inference-Time Scaling for Diffusion Models via Asymmetric Noise-Rank Transfer
Seungwook Kim ⋅ Jongmin Lee
[ OpenReview] 
Poster
None
Long-Horizon Q-Learning: Accurate Value Learning via n-Step Inequalities
Armaan A Abraham ⋅ Lucy Xiaoyang Shi ⋅ Chelsea Finn
[ OpenReview] 
Poster
None
Neuro-KE: Knowledge-Guided Interfaces for Semantically Grounded EEG Foundation Models
涵睿 陈 ⋅ Chen Xiang ⋅ Haotian Deng ⋅ Kexin Lou ⋅ Shinan Wang ⋅ Chen Wei ⋅ Quanying Liu
[ OpenReview] 
Poster
None
Compute Allocation Under Model-Provider Competition
Tori Qiu ⋅ Meena Jagadeesan ⋅ Benjamin Laufer ⋅ Hoda Heidari
[ OpenReview] 
Poster
None
Robust Amortized Simulation-Based Inference via Learned Error Models
Matthew O'Callaghan ⋅ Kaisey Mandel ⋅ Gerard Gilmore
[ OpenReview] 
Poster
None
Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity
Ammar Mahran ⋅ Artavazd Maranjyan ⋅ Peter Richtarik
[ OpenReview] 
Poster
None
LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging
Peter Richtarik ⋅ Yassine Maziane ⋅ Ammar Mahran ⋅ Artavazd Maranjyan
[ OpenReview] 
Poster
None
Robust and Efficient Backdoor Mitigation for ML Models via Tolerant Property Testing
Xi Chen ⋅ Anindya De ⋅ Rocco A Servedio
[ OpenReview] 
Poster
None
Locality-Controlled OOD Guidance for Robust Regulatory DNA Sequence Design
Dabin Jeong ⋅ Marwane Bourdim ⋅ Mohammad Lotfollahi
[ OpenReview] 
Poster
None
Hardware-Friendly Token-Group Activation Quantization for Low-Bit Mamba Super-Resolution
Jinwoo Chung ⋅ Jangho Kim
[ OpenReview] 
Poster
None
The Cost of Absolute Position: A Spread-Expressivity Tradeoff for Additive Positional Encodings
Noah Mitchell ⋅ Isaac Gabriel ⋅ Alexander Wyatt
[ OpenReview] 
Poster
None
UGM: Unified Multi-scale Genomic Event Modeling with Site-level Joint Prediction
Jiayang Wu ⋅ Chenchen Qin ⋅ Xu YANG ⋅ Yu Zhao ⋅ Bing He ⋅ Jiale Zhou ⋅ Zhenchao Tang ⋅ Minghao Yang ⋅ Shou Z Chen ⋅ Yefeng Zheng ⋅ Jianhua Yao
[ OpenReview] 
Poster
None
Origami as a Real-Image Benchmark for Procedural State-Transition Reasoning
Jun Suzuki ⋅ Reina Akama ⋅ Ikumi Numaya ⋅ Kise Yoshida ⋅ Yuka Saito ⋅ Sumika Tsuda ⋅ Takahiro Shimizu ⋅ Miori Sagara
[ OpenReview] 
Poster
None
A Provably Convergent and Practical Algorithm for Gromov–Wasserstein Optimal Transport
Ling Liang ⋅ Lei Yang
[ OpenReview] 
Poster
None
NS-VLA: Towards Neuro-Symbolic Vision-Language-Action Models
Ziyue Zhu ⋅ Shangyang Wu ⋅ Shuai Zhao ⋅ Zhao ZhiQiu ⋅ Jian Zhang ⋅ Li Shengjie ⋅ Yi Wang ⋅ Anh Tuan Luu ⋅ XINLIANG ZHOU ⋅ Fang Li ⋅ Haoran Luo
[ OpenReview] 
Poster
None
AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning
Ioannis Tsingalis ⋅ Constantine Kotropoulos ⋅ Corentin Briat
Poster
None
Towards Reliable LLM Evaluation: Correcting the Winner’s Curse in Adaptive Benchmarking
Yang Xu ⋅ Jiefu Zhang ⋅ Haixiang Sun ⋅ Zihan Zhou ⋅ Tianyu Cao ⋅ Vaneet Aggarwal
[ OpenReview] 
Poster
None
Talk Less, Work More: Communication-Efficient Decentralized Stochastic Approximation
Tianyu Cao ⋅ Haixiang Sun ⋅ Yang Xu
[ OpenReview] 
Poster
None
Microstructure Descriptor Fields as Supervision for Scientific Images
Mohamed Wahib ⋅ Du Wu ⋅ Cong Ma ⋅ Isaac Lyngaas ⋅ Xiao Wang ⋅ Enzhi Zhang ⋅ Peng Chen ⋅ Satoshi Matsuoka
[ OpenReview] 
Poster
None
A Training-Free Video Moment Retrieval Framework via Selection from Multiple Visual Prompts
Xun Mo ⋅ Shengtao Guo ⋅ Yongwei Nie ⋅ Fei Ma ⋅ Xuemiao Xu ⋅ Chengjiang Long
[ OpenReview] 
Poster
None
Structure-Guided Masked Autoencoders for Ultra-High Resolution Scientific Image Understanding
Enzhi Zhang ⋅ Du Wu ⋅ Rui Zhong ⋅ Cong Ma ⋅ Isaac Lyngaas ⋅ Amir K Ziabari ⋅ Xiao Wang ⋅ Peng Chen ⋅ Tao Luo ⋅ Toshio Endo ⋅ Fumiyoshi Shoji ⋅ Kento Sato ⋅ Kentaro Uesugi ⋅ Takayuki Nonoyama ⋅ Ryuji Kiyama ⋅ Masahiro Yoshida ⋅ Tezuka Masaru ⋅ Tetsuya Ishikawa ⋅ Satoshi Matsuoka ⋅ Masaharu Munetomo ⋅ Mohamed Wahib
[ OpenReview] 
Poster
None
MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging
JunXi Wang ⋅ Jiayi Zhu ⋅ Te Sun ⋅ Chen Zhang ⋅ Siyuan Li ⋅ Xuyang Liu ⋅ Zichen Wen ⋅ Xiaobing Tu ⋅ Jinkui Ren ⋅ Xiantao Zhang ⋅ Ziqi Yuan ⋅ Linfeng Zhang
[ OpenReview] 
Poster
None
Macrocanonical Generator Networks: data-efficient neural surrogates for amortized physics simulation
Niall Jeffrey ⋅ Benjamin Wandelt
[ OpenReview] 
Poster
None
Spherical Boltzmann machines: a solvable theory of learning and generation in energy-based models
Thomas Tulinski ⋅ Simona Cocco ⋅ Remi Monasson ⋅ Jorge FERNANDEZ-DE-COSSIO-DIAZ
[ OpenReview] 
Poster
None
EditJudge-Bench: Auditing VLM Image-Edit Judges with Synthetic Ground Truth
Jens Parslov ⋅ Marco Schouten ⋅ Dim Papadopoulos
[ OpenReview] 
Poster
None
Solver-as-Teacher: Solver-Guided On-Policy Post-Training Framework for PDE Foundation Models
Hao Wei ⋅ Shangzhe Li ⋅ Nils Thuerey
[ OpenReview] 
Poster
None
Biomedical Acquisition-induced Style Shifts as Mixture Shifts: Style-aware Mixture-of-Experts Multimodal Prompt Learning
Pingyi Miao ⋅ Xianlai Chen ⋅ Ying An ⋅ Yunbo Wang ⋅ Linan Ren ⋅ Yuxin Peng
[ OpenReview] 
Poster
None
GIVLA: Deep Geometry Internalization for A Lightweight VLA via Geometry Instruction and Gradient-Informed Training
YUNHE LI ⋅ Qiming Liu ⋅ Haoyuan Wang ⋅ Hesheng Wang
[ OpenReview] 
Poster
None
Toward Online Robust Zero-Sum Markov Games with Function Approximation
Chenhao Zhou ⋅ Jiyu Wei
[ OpenReview] 
Poster
None
Imitation from Observations with Trajectory-Level Generative Embeddings
Yongtao Qu ⋅ Shangzhe Li ⋅ Weitong Zhang
[ OpenReview] 
Poster
None
sMMC-22M: A Context-Aware Dataset and Benchmark for Single-Cell Spatial Transcriptomics
Xi Li ⋅ Yaqi Hu ⋅ Ziheng Duan ⋅ Xinyi Wang ⋅ Simon D Sun ⋅ Diptanshu Sikdar ⋅ Yang Liu ⋅ Jing Zhang
[ OpenReview] 
Poster
None
SwiftFlow: An Efficient One-Step Policy Learning via Improved Mean Flow for Robotic Manipulation
Luyao Liu ⋅ Wenlong Dong ⋅ Chengjie Zhang ⋅ Hong Zhang
[ OpenReview] 
Poster
None
Heuresis: Evaluating Search Strategies for Autonomous Machine Learning Research Agents
Antonis Antoniades ⋅ Deepak Nathani ⋅ Ritam Saha ⋅ Alfonso Amayuelas ⋅ Ivan Bercovich ⋅ Zhaotian Weng ⋅ Vignesh Baskaran ⋅ Kunal Bhatia ⋅ Xin Wang ⋅ William Yang Wang
[ OpenReview] 
Poster
None
Why Transformers Struggle with Distribution-Independent In-Context Learning
Omar Naim ⋅ Jerome Bolte ⋅ Nicholas Asher
[ OpenReview] 
Poster
None
SAGE: Semantic Ambiguity Guided Capacity Expansion for Retrieval-Augmented Generation
Xunlei Chen ⋅ Jinyu Guo ⋅ Yi Gong ⋅ Qirui Ye ⋅ Zhaokun Wang ⋅ Wenyi Li ⋅ Wenhong Tian
[ OpenReview] 
Poster
None
StateLedger: Path-Addressed External Memory for Persistent Multi-Agent Systems
Geer Yang ⋅ Xixuan Liu ⋅ Bin Wu ⋅ Shaojiang Wang
[ OpenReview] 
Poster
None
Replicas-as-Variables: A Planner for Throughput-Optimal Routing in LLM Deployment
Shaojiang Wang ⋅ Geer Yang ⋅ Wenbo Wang ⋅ Bin Wu ⋅ Pengcheng Wang
[ OpenReview] 
Poster
None
CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition
Jiaming Zhou ⋅ Yujie Guo ⋅ Shiwan Zhao ⋅ Haoqin Sun ⋅ Hui Wang ⋅ Jiabei He ⋅ Aobo Kong ⋅ Shiyao Wang ⋅ Yong Qin
[ OpenReview] 
Poster
None
TRACE: Data-Free Text Reconstruction Attacks against Approximate Unlearning in LLMs
Mengying Zhang ⋅ Derui Wang ⋅ Ibrahim Khalil ⋅ Bowen Liu ⋅ Xiaoyu Xia ⋅ Minhui Xue
[ OpenReview] 
Poster
None
Time–Frequency Non-Stationary Modeling for Multivariate Time Series Forecasting
Haoyi Zhao ⋅ Yishan Jiang ⋅ Jiqian Yang ⋅ Ji Chang ⋅ Dawei Ma ⋅ Wenjun Lv
[ OpenReview] 
Poster
None
SourceBench: Can AI Answers Reference Quality Web Sources?
Hexi Jin ⋅ Stephen Liu ⋅ Yuheng Li ⋅ Simran Malik ⋅ Yiying Zhang
[ OpenReview] 
Poster
None
CAB: Accelerating Flow and Diffusion Sampling via Rectification and Corrected Adams-Bashforth
Anuska Roy ⋅ Pravin Nair
[ OpenReview] 
Poster
None
Semantic-Level Invariant Representation Learning for Cross-Hospital Clinical EEG Modeling
Kang Yin ⋅ Hye-Bin Shin ⋅ Seong-Whan Lee
[ OpenReview] 
Poster
None
MemCode: Discrete Semantic Representations for Long-Term Agent Memory
Xin Li ⋅ Liang Hu ⋅ Duoqian Miao ⋅ Ming Peng ⋅ Qi Zhang
[ OpenReview] 
Poster
None
Static Recovery Is Not Dynamic Stability: Dynamics-Aware Benchmarking of Protein Motif Scaffolding
Emile de Bruyn ⋅ Moritz Schäffler ⋅ Jannik Schneider ⋅ Sebastian R Schmidt ⋅ Chanwoong Hwang ⋅ Aleena Siji ⋅ Utkarsh Upadhyay ⋅ Alexander Schug ⋅ Stefan Bauer ⋅ Artur Yakimovich ⋅ Stefan Kesselheim ⋅ Alina Bazarova
[ OpenReview] 
Poster
None
A Geometric Perspective on Reward Function Updates in Inverse Reinforcement Learning
Anish A Diwan ⋅ Jan Peters ⋅ Oleg Arenz
[ OpenReview] 
Poster
None
THEIA: A Multimodal Dataset and Benchmark for Vision-Language Analysis of Layout
Giuseppe Chiari ⋅ Michele Piccoli ⋅ Federico Viola ⋅ Davide Zoni
[ OpenReview] 
Poster
None
SCTI: Self-Calibrated Trident Identification of Black-Box LLM Watermarks
Zhixiong Nan ⋅ Haoyu Lu ⋅ Tao Xiang ⋅ Yiwei Wang
[ OpenReview] 
Poster
None
Beyond Imputation: Mask-Adaptive Conformal Prediction via Tree Embeddings on General Missing Data Mechanisms
Jiarong Fan ⋅ Juhyun Park ⋅ Thi Phuong Thuy Vo ⋅ Nicolas Brunel
[ OpenReview] 
Poster
None
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions
Alejandro H. Artiles ⋅ Martin Weiss ⋅ Levin Brinkmann ⋅ Iyad Rahwan ⋅ Bernhard Schölkopf ⋅ Chris Pal ⋅ Hugo Larochelle ⋅ Anirudh Goyal ⋅ Nasim Rahaman
[ OpenReview] 
Poster
None
Dodge-It: Learning Collision-Aware VLA Models for Robotic Manipulation
Jiawei Feng ⋅ Chuzhao Huang ⋅ Xinli Xu ⋅ Yingcong Chen
[ OpenReview] 
Poster
None
SHRED: Retain-Set-Free Unlearning via Self-Distillation with Logit Demotion
Zizhao Hu ⋅ Ameya Godbole ⋅ Johnny Wei ⋅ Mohammad Rostami ⋅ Jesse Thomason ⋅ Robin Jia
[ OpenReview] 
Poster
None
Evaluating Whether LLMs Can Reliably Connect the DOTs?
Eftekhar Hossain ⋅ John Salvador ⋅ Santu Karmaker
[ OpenReview] 
Poster
None
Improving the Diffusability of Motion Tokenizer
Guanhe Huang ⋅ Songqiao Han ⋅ Tangzheng Lian ⋅ Oya Celiktutan
[ OpenReview] 
Poster
None
Hybrid-LoRA: Bridging Full Fine-Tuning and Low-Rank Adaptation for Post-Training
Chengqian Zhang ⋅ Wei Zhu ⋅ Kyumin Lee
[ OpenReview] 
Poster
None
RA-ClipScore: Making Generative Model Evaluation More Interpretable
Yifan Lu ⋅ Taras Kucherenko ⋅ Hedvig Kjellstrom ⋅ Judith Bütepage
[ OpenReview] 
Poster
None
City-RAG: Stepping Into a City via Spatially-Grounded Video Generation
Gene Chou ⋅ Charles Herrmann ⋅ Kyle Genova ⋅ Boyang Deng ⋅ Songyou Peng ⋅ Bharath Hariharan ⋅ Jason Y. Zhang ⋅ Noah Snavely ⋅ Philipp Henzler
[ OpenReview] 
Poster
None
Revisiting Gradient Ascent: Machine Unlearning from a Geometric Perspective for Source-Free Scenarios
Yufeng Cao ⋅ Naen Xu ⋅ Xuyang Teng ⋅ Tianyu Du ⋅ Qiang Zhao
[ OpenReview] 
Poster
None
Dynamic Context Modeling for Longitudinal Mental Health Monitoring under Distribution Shift
Seungwan Jin ⋅ Taehyung Noh ⋅ Junghyun Kim ⋅ Uichin Lee ⋅ Kyungsik Han
[ OpenReview] 
Poster
None
Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects
Vasilis Gkolemis ⋅ Loukas Kavouras ⋅ Dimitrios Kyriakopoulos ⋅ Konstantinos Tsopelas ⋅ Dimitrios Rontogiannis ⋅ Giuseppe Casalicchio ⋅ Theodore Dalamagas ⋅ Christos Diou
[ OpenReview] 
Poster
None
Efficient Dataset Distillation for Pre-Trained Self-Supervised Models via Statistical Flow Matching
Qianxin Xia ⋅ JIAWEI DU ⋅ Yuhan Zhang ⋅ xin zhang ⋅ Xuewan He ⋅ Wenbo Jiang ⋅ Jielei Wang ⋅ Tao Luo ⋅ Guoming Lu
[ OpenReview] 
Poster
None
Exact Unlearning via Quantized Sufficient Statistics
Ami Tavory ⋅ Shripad Gade ⋅ Tal Sarig ⋅ Noam Touitou ⋅ Ido Guy
[ OpenReview] 
Poster
None
Agentic AI-Empowered Dynamic Survey Framework
Furkan Mumcu ⋅ Lokman Bekit ⋅ Michael Jones ⋅ Anoop Cherian ⋅ Yasin Yilmaz
[ OpenReview] 
Poster
None
Mitigating Compounding Errors in Online Reinforcement Learning via Optimal Transport Regularized Flow Matching
Boxiang Tao ⋅ Lei Guo ⋅ binwang ⋅ Zexin Wang ⋅ HongboDou
[ OpenReview] 
Poster
None
SchemeArena: Factorized Stress Testing of Scheming in LLM Agents
Jie Ruan ⋅ Inderjeet Nair ⋅ Amy Liu ⋅ Muhammad Khalifa ⋅ Yusheng Zhou ⋅ Lu Wang
[ OpenReview] 
Poster
None
Dynamic Regret in Online Convex Optimization with Indicator Switching Costs
Naram Mhaisen ⋅ George Iosifidis
[ OpenReview] 
Poster
None
TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks
Andrej Tschalzev ⋅ Nick Erickson ⋅ Yuyang (Bernie) Wang ⋅ Huzefa Rangwala ⋅ Stefan Lüdtke ⋅ Christian Bartelt ⋅ Heiner Stuckenschmidt
[ OpenReview] 
Poster
None
Neural Signals Generate Clinical Notes in the Wild
Jathurshan Pradeepkumar ⋅ Zheng Chen ⋅ Jimeng Sun
[ OpenReview] 
Poster
None
Do Heavy Tails Help Diffusion? On the Subtle Trade-off Between Initialization and Training
Hamza Cherkaoui ⋅ Hélène Halconruy ⋅ Antonio Ocello
[ OpenReview] 
Poster
None
SlackBench: Benchmarking Agents on Collaborative Projects Grounded in Real Code Repositories
Mingxuan Li ⋅ Huanzhi Mao ⋅ Ruitao Zheng ⋅ Jarod S James ⋅ Yunze Li ⋅ Natanya Anderson ⋅ Joseph Gonzalez ⋅ Alex Dimakis
[ OpenReview] 
Poster
None
Beyond IID: How General Are Tabular Foundation Models, Really?
Lennart Purucker ⋅ Andrej Tschalzev ⋅ Nick Erickson ⋅ David Holzmüller ⋅ Alan Arazi ⋅ Alexander Pfefferle ⋅ Mustafa Tajjar ⋅ Gioia Blayer ⋅ Gael Varoquaux ⋅ Frank Hutter
[ OpenReview] 
Poster
None
Two is better than one: A Collapse-free Multi-Reward RLIF Training Framework
Shourov Joarder ⋅ Diganta Sikdar ⋅ Ahsan H Akash ⋅ Binod Bhattarai ⋅ Prashnna K Gyawali
[ OpenReview] 
Poster
None
Eyes on VLM: Benchmarking Gaze Following and Social Gaze Prediction in Vision Language Models
Hengfei Wang ⋅ Anshul Gupta ⋅ Pierre Vuillecard ⋅ Jean-marc Odobez
[ OpenReview] 
Poster
None
VeriVul: A Verification-Guided Framework for Generating Realistic Vulnerability Benchmarks
Ahmed Lekssays ⋅ Hamza Mouhcine ⋅ Issa Khalil
[ OpenReview] 
Poster
None
GraphWrit3R: End-to-End Writing of Scene Graphs for Multi-Modal 3D Scenes
Luka Milivojevic ⋅ Nikola Popovic ⋅ Sayan Deb Sarkar ⋅ Sebastian Koch ⋅ Iro Armeni ⋅ Luc V Gool ⋅ Danda Pani Paudel
[ OpenReview] 
Poster
None
Unified Panoramic Geometry Estimation via Multi-View Foundation Models
Vukasin Bozic ⋅ Isidora Slavkovic ⋅ Dominik Narnhofer ⋅ Nando Metzger ⋅ Denis Rozumny ⋅ Konrad Schindler ⋅ Nikolai Kalischek
[ OpenReview] 
Poster
None
Diagnosing and Repairing Citation Failures in Generative Engine Optimization
Zhihua Tian ⋅ Yuhan Chen ⋅ Yao Tang ⋅ Jian Liu ⋅ Ruoxi Jia
[ OpenReview] 
Poster
None
Reasoning as Compression: Unifying Budget Forcing via the Conditional Information Bottleneck
Fabio Valerio Massoli ⋅ Andrey Kuzmin ⋅ Arash Behboodi
[ OpenReview] 
Poster
None
The Geometric Wall: Manifold Structure Predicts Layerwise Sparse Autoencoder Scaling Laws
Eslam Zaher ⋅ Maciej Trzaskowski ⋅ Quan Nguyen ⋅ Fred Roosta
[ OpenReview] 
Poster
None
Gradient-Free Editing for Attribute Invariance in Graph Neural Networks
Aastha A Verma ⋅ Vishakha Agarwal ⋅ Sahil Manchanda ⋅ Sayan Ranu
[ OpenReview] 
Poster
None
Reflection Anchors for Propagation-Aware Visual Retention in Long-Chain Multimodal Reasoning
Xuan Gong ⋅ HanBo Huang ⋅ Hao Zheng ⋅ Yiran Zhang ⋅ Wenbin Dai ⋅ Weishu Zhao ⋅ Shiyu Liang
[ OpenReview] 
Poster
None
REACT: Physically and Chemically Consistent Reconstruction of Marine Active Tracers
Wenbin Dai ⋅ Hao Zheng ⋅ Shiyu Liang ⋅ Chaofan Sun ⋅ Xueying Zhang ⋅ HanBo Huang ⋅ Xuan Gong ⋅ Yiran Zhang ⋅ Enhui Liao
[ OpenReview] 
Poster
None
Characterizing the Edge of Stability in Variational Training Without Priors
Juraj Marusic ⋅ Jonathan Wenger ⋅ Beau Coker ⋅ John Cunningham
[ OpenReview] 
Poster
None
Efficient Algorithms For Fully Dynamic Bipartite Matching In Metric Spaces
Pankaj Agarwal ⋅ Oliver Chubet ⋅ Sharath Raghvendra ⋅ Arian Zamani
[ OpenReview] 
Poster
None
Embedded-Arena: Building Hardware-in-the-Loop Coding Agents to Run AI on Microcontrollers
Zhihan Zhang ⋅ Alexander Le Metzger ⋅ Jiuyang Lyu ⋅ Chun-Cheng Chang ⋅ Jiayi Shao ⋅ Yujia Liu ⋅ Emmanuel A Mensah ⋅ Edward Wang ⋅ Kurtis Heimerl ⋅ Gregory D Abowd ⋅ Natasha Jaques ⋅ Shwetak Patel ⋅ Vikram Iyer
[ OpenReview] 
Poster
None
CAPO: A Primal-Dual Framework for Constraint-Aware Prompt Optimization
Victor Ye Dong ⋅ Reid Pryzant ⋅ Yi Liu ⋅ Jian Jiao
[ OpenReview] 
Poster
None
A Generative Model of Contextual Integrity: Appropriate vs. Inappropriate Information Sharing
Omer K Ebead ⋅ Juan Formanek ⋅ Joel Leibo
[ OpenReview] 
Poster
None
Improving Neural Decoding Performance for Language BCIs by Explicitly Modeling Context-Induced Noise
Yao Jia ⋅ Xianhan Tan ⋅ Binli Luo ⋅ Yueming Wang ⋅ Yu Qi
[ OpenReview] 
Poster
None
Class-Domain Incremental Learning with Extensible Multi-Center Modeling
Xuetong Yang ⋅ Yuxiang Yan ⋅ Zhiyuan Zhou ⋅ Xin Gao ⋅ Guanghao Li ⋅ Jian Pu
[ OpenReview] 
Poster
None
Knowing When Multivariate Forecasts Are Wrong
Binli Luo ⋅ Ning Gui ⋅ Xianhan Tan
[ OpenReview] 
Poster
None
WILD: Widely Linear Conditioning for Time Series Forecasting
Binli Luo ⋅ Wanrong Ma ⋅ Ning Gui ⋅ Xianhan Tan
[ OpenReview] 
Poster
None
Lethe: Link Inference Attacks For Evaluation of Edge Unlearning Methods
Andrea D'Angelo ⋅ Francesco Gullo ⋅ Davide Mottin ⋅ Sayan Ranu ⋅ Giovanni Stilo
[ OpenReview] 
Poster
None
Shift-Aware Identity-Guided Latent Refinement for Referring Audio–Visual Segmentation
Kun Li ⋅ Sami S Brandt ⋅ Michael Yang
[ OpenReview] 
Poster
None
Distilling Graph Geometry: Knowledge Gap from GNNs to MLPs
Zhewei Chen ⋅ Hao Zhu ⋅ Jiaojiao Jiang ⋅ Ahad N. Zehmakan
[ OpenReview] 
Poster
None
A Grid Efficient Transport Optimization Model for the Wasserstein Barycenter Problem
Gennaro Auricchio ⋅ Massimiliano Ghiotto ⋅ Stefano Gualandi
[ OpenReview] 
Poster
None
Indications of Belief-Guided Agency and Meta-Cognitive Monitoring in Large Language Models
Noam S Yalon ⋅ Ariel Goldstein ⋅ Liad Mudrik ⋅ Mor Geva
[ OpenReview] 
Poster
None
Characterizing Memorization in Diffusion Language Models: Generalized Extraction and Sampling Effects
Xiaoyu Luo ⋅ Wenrui Yu ⋅ Qiongxiu Li ⋅ Johannes Bjerva
[ OpenReview] 
Poster
None
Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns
Shiqi He ⋅ Yue Cui ⋅ Feijie Wu ⋅ Xinyu Ma ⋅ Jiaheng Lu ⋅ Yaliang Li ⋅ Bolin Ding ⋅ Mosharaf Chowdhury
[ OpenReview] 
Poster
None
Iterative Chow Filtering for Learning with Distribution Shift
Gautam Chandrasekaran ⋅ Georgios Gkrinias ⋅ Adam Klivans ⋅ Konstantinos Stavropoulos ⋅ Arsen Vasilyan
[ OpenReview] 
Poster
None
Federated Distributionally Robust Neural Combinatorial Optimization with Convergence Guarantees
Ryunosuke Hamada ⋅ Daisuke Hatano ⋅ Yuichi Takano
[ OpenReview] 
Poster
None
Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents
Ying Chen ⋅ Lihuang Fang ⋅ Rui Jiang ⋅ Mingxu Wang ⋅ Zhifeng Gu ⋅ Lei Yi ⋅ Jie Chen
[ OpenReview] 
Poster
None
Batch-Conditioned Semantic Anchors for Robust Transductive Adaptation of Vision--Language Models
Mohammed R Mohammad ⋅ Ardhendu Behera ⋅ Sandip Pradhan ⋅ Swagat Kumar ⋅ Amr Ahmed
[ OpenReview] 
Poster
None
Learning-Augmented Approximation for Unrelated-Machines Makespan Scheduling
Kaito Baba ⋅ Evripidis Bampis ⋅ Giorgos Mitropoulos
[ OpenReview] 
Poster
None
Barycentric Guidance: Turning Foundation Image Editors into Continuous Affective Controllers
Harvey Mannering ⋅ Zhiwu Huang ⋅ Adam Prugel-Bennett
[ OpenReview] 
Poster
None
The Ringelmann Effect in Multi-Agent LLM Systems: A Scaling Law for Effective Team Size
Blaz Bertalanic ⋅ Carolina Fortuna
[ OpenReview] 
Poster
None
AdaptFlow: State-Anchored Goal Conditioning with Flow Matching for Offline Goal-Conditioned RL
Jaeseok Joo ⋅ Insoon Yang
[ OpenReview] 
Poster
None
MySign: A High-Fidelity Motion-Capture Dataset for 3D Sign Generation in Bahasa Isyarat Malaysia
Jiayu Shen ⋅ Kalin Stefanov ⋅ Lay-Ki Soon ⋅ Vee Y CHONG ⋅ Alpha A Gopalai ⋅ KokSheik Wong
[ OpenReview] 
Poster
None
SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes
Roberto Leotta ⋅ Salvatore A Sambataro ⋅ Claudio V Ragaglia ⋅ Mirko Casu ⋅ Yuri Petralia ⋅ Francesco Guarnera ⋅ Luca Guarnera ⋅ Sebastiano Battiato
[ OpenReview] 
Poster
None
Mental-Models for Multi-Agent Systems
Hanan Gani ⋅ Lulu Shao ⋅ Manmohan Chandraker
[ OpenReview] 
Poster
None
You CAN Teach an Old Model New Tricks: Domain Adaptation via Complementary Subspace Expansion
Donghoon Han ⋅ SungHyun Moon ⋅ SeungJae Lee
[ OpenReview] 
Poster
None
Aligning LLMs Toward Multi-Turn Conversational Outcomes Using Iterative RLHF
Daniel Jiang ⋅ Ankur Samanta ⋅ Yukai Yang ⋅ Jalaj Bhandari ⋅ Remi Munos ⋅ Tyler Lu
[ OpenReview] 
Poster
None
Discrete Langevin-Inspired Posterior Sampling
Sattwik Basu ⋅ Chaitanya Amballa ⋅ Jorge V Sampedro ⋅ Romit Roy Choudhury
[ OpenReview] 
Poster
None
FLUX: Geometry-Aware Longitudinal Flow Matching with Mixture of Experts
Josue Ortega Caro ⋅ Yongxu Zhang ⋅ Hannah M Batchelor ⋅ Sizhuang He ⋅ Jessica Cardin ⋅ Shreya Saxena
[ OpenReview] 
Poster
None
Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA
Ce Zhang ⋅ Ziyang Wang ⋅ Yulu Pan ⋅ Oluwatumininu Oguntola ⋅ Pranav Wagh ⋅ Qiyu Wu ⋅ Hiromi Wakaki ⋅ Mohit Bansal ⋅ Gedas Bertasius
[ OpenReview] 
Poster
None
AMGenC: Generating Charge Balanced Amorphous Materials
Yan Lin ⋅ Jilin Hu ⋅ N M Anoop Krishnan ⋅ Morten Smedskjaer
[ OpenReview] 
Poster
None
Graph Mamba Operator: A Latent Simulator for Interacting Particle Systems
Karn Tiwari ⋅ Niladri Dutta ⋅ Prathosh AP ⋅ N M Anoop Krishnan
[ OpenReview] 
Poster
None
UniCon3R: Unified Contact-aware 4D Human-Scene Reconstruction from Monocular Video
TANUJ SUR ⋅ Shashank Tripathi ⋅ Nikos Athanasiou ⋅ Ha Linh Nguyen ⋅ Kai Xu ⋅ Michael Black ⋅ Angela Yao
[ OpenReview] 
Poster
None
Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model
Chenming Tang ⋅ Hsiu-Yuan Huang ⋅ Weijie Liu ⋅ Junqiang Zheng ⋅ Saiyong Yang ⋅ Yunfang Wu
[ OpenReview] 
Poster
None
Random Attention Pattern Learning Enables Emergent Capabilities
Vatsal Baherwani ⋅ Charlie Chen ⋅ Shikai Qiu ⋅ Andrew Wilson ⋅ Pavel Izmailov
[ OpenReview] 
Poster
None
State Evolution Awareness for Category-agnostic 3D Point Cloud Tracking
Xiantao Hu ⋅ Ying Tai ⋅ Jinxia Xie ⋅ Bineng Zhong ⋅ Guangwei Gao ⋅ Jianjun Qian ⋅ Jian Yang
[ OpenReview] 
Poster
None
VocalGrad: Evaluating Acoustic Perception in Audio Language Models
Koki Ryu ⋅ Hitomi Yanaka
[ OpenReview] 
Poster
None
RaPD: Resolution-Agnostic Pixel Diffusion via Semantics-Enriched Implicit Representations
Yanhao Ge ⋅ Shanyan Guan ⋅ Weihao Wang ⋅ Ying Tai ⋅ Mingyu You
[ OpenReview] 
Poster
None
T-ReX: Learning Tile-Reuse Indexes for Structured Model Compression
Haoyi Yang ⋅ Simon Kohaut ⋅ Zihan Ye ⋅ Devendra Singh Dhami ⋅ Kristian Kersting
[ OpenReview] 
Poster
None
PolyVision: Conditional Visual Scaling Via Dynamic Expert Routing For Vision-Centric MLLMs
Tiehan Fan ⋅ Chen Zhao ⋅ Nikai Du ⋅ Zili Yi ⋅ Jian Yang ⋅ Ying Tai
[ OpenReview] 
Poster
None
Does the Question Really Matter? Training-Free Data Selection for Vision-Language SFT
Peng Sun ⋅ Yi Yang ⋅ Huawen Shen ⋅ Yi Ban ⋅ Tianfan Fu ⋅ Yanbo Wang ⋅ Yuqiang Li
[ OpenReview] 
Poster
None
Metropolis-Scale Road Network Datasets for Fine-Grained Urban Traffic Modeling
Fedor Velikonivtsev ⋅ Oleg Platonov ⋅ Ekaterina Alimaskina ⋅ Gleb Bazhenov ⋅ Liudmila Prokhorenkova
[ OpenReview] 
Poster
None
Classification at the Edge of Stability: Unifying Self-Stabilization and Convergence Rates
Salma Tarmoun ⋅ Lachlan MacDonald ⋅ Ziqing Xu ⋅ Konstantinos Emmanouilidis ⋅ Rene Vidal
[ OpenReview] 
Poster
None
TopoRefine: Topology-Aware Correspondence and Residual Refinement for Training-Free Subject-Consistent Generation
Zhanxin Gao ⋅ Zexin Ti ⋅ Chen Zhao ⋅ Beier Zhu ⋅ Xiantao Hu ⋅ Yanhao Ge ⋅ Jian Yang ⋅ Ying Tai
[ OpenReview] 
Poster
None
Incentivizing Agentic Retrieval for Disease-Centric Clinical Case Search via Trajectory Memory
Jie Lin ⋅ Xiang Liu ⋅ Lihao Liu ⋅ Liansheng Wang
[ OpenReview] 
Poster
None
Geometry-Aware Score-Repellent Monte Carlo
Jie Hu ⋅ Lingyun Chen ⋅ Do-Young Eun
[ OpenReview] 
Poster
None
PathView-Bench: Can Multimodal Large Language Models Achieve Fine-grained Multiscale Understanding of Pathology Images?
Zongyi Chen ⋅ Yu Liang ⋅ Jie Lin ⋅ Liansheng Wang
[ OpenReview] 
Poster
None
DeEscalWild: A Real-World Benchmark for Automated De-Escalation Training with SLMs
Md Hasebul Hasan ⋅ Krity H Charu ⋅ Eshwara P Sridhar ⋅ Shuchisnigdha Deb ⋅ Mohammad A Islam
[ OpenReview] 
Poster
None
Agentic Neural Architecture Search
Seokhoon Jeong ⋅ Mijung Kim ⋅ Taehwan Kim
[ OpenReview] 
Poster
None
ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving
Huimin Wang ⋅ Yue Wang ⋅ Bihao Cui ⋅ Pengxiang Li ⋅ Ben Lu ⋅ Mingqian Wang ⋅ Tong Wang ⋅ Chuan Tang ⋅ Teng Zhang ⋅ Kun Zhan
[ OpenReview] 
Poster
None
Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots
Mark Vero ⋅ Fabian Kaczmarczyck ⋅ Ivan Petrov ⋅ I Shumailov ⋅ Niels Heinen ⋅ Jamie Hayes ⋅ Tianqi Fan ⋅ Luca Invernizzi ⋅ Martin Vechev
[ OpenReview] 
Poster
None
UpSafe℃: Upcycling for Controllable Safety in Large Language Models
Yuhao Sun ⋅ Lingyun Yu ⋅ Zhuoer Xu ⋅ Kun Yang ⋅ shiwen cui ⋅ Yongdong Zhang ⋅ Hongtao Xie
[ OpenReview] 
Poster
None
Higher-Order Action Supervision Makes A Strong Policy Class
Peng Cheng ⋅ Yunxian Hou ⋅ Zhi Zhou ⋅ Qian Zhang ⋅ Chang Huang ⋅ Xianyuan Zhan
[ OpenReview] 
Poster
None
DiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules
Devin Y De Silva ⋅ Dhaval Patel ⋅ Christodoulos Constantinides ⋅ Shuxin Lin ⋅ Nianjun Zhou ⋅ Dharmashankar Subramanian ⋅ Paul J Adams ⋅ Sal Rosato ⋅ Nicolas Constantinides ⋅ Deborah L McGuinness ⋅ Jayant Kalagnanam
[ OpenReview] 
Poster
None
Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
Hanning Guo ⋅ Hanwen Bi ⋅ Farah Abdellatif ⋅ Andrei Galbenus ⋅ N. J Shah ⋅ Abigail Morrison ⋅ Jürgen Dammers
[ OpenReview] 
Poster
None
Tell Me What To Learn: Generalizing Neural Memory to be Controllable in Natural Language
Max S Bennett ⋅ Thomas Zollo ⋅ Richard Zemel
[ OpenReview] 
Poster
None
Simulation-aided Reinforcement Learning with Control Variates
Omer Hemo ⋅ Ido Sefi ⋅ Mirco Mutti ⋅ Aviv Tamar ⋅ Kfir Y. Levy
[ OpenReview] 
Poster
None
BLANP: Memory-Efficient Backpropagation-Free Local Training via Antithetic Node Perturbation
Mehrzad Karamimanesh ⋅ Marcel A. J. van Gerven ⋅ Mahyar Shahsavari
[ OpenReview] 
Poster
None
Developmental Visual Experience Scaffolds Grounded Concept Acquisition in Vision-Language Models
Jeonghwan Cheon ⋅ Marin Vogelsang ⋅ Lukas Vogelsang ⋅ Pawan Sinha
[ OpenReview] 
Poster
None
Decoupled Descent: Exact Test Error Tracking Via Approximate Message Passing
Max Lovig
[ OpenReview] 
Poster
None
AmbiguousWorld: Benchmarking and Resolving Ambiguous Instructions in Video World Models
Bo Wang ⋅ Sen Cui ⋅ Jin Li ⋅ Mingxi Huang ⋅ Zhikang Chen ⋅ Min Zhang ⋅ Guocai Yao ⋅ Changshui Zhang
[ OpenReview] 
Poster
None
LensDesigner: A Self-Improving Agent for Optical Lens Design
Lei Sun ⋅ Haoran Liang ⋅ Dannong Xu ⋅ Yao Gao ⋅ Yuyu Geng ⋅ Jinjin Gu ⋅ Kaiwei Wang ⋅ Danda Pani Paudel ⋅ Luc V Gool
[ OpenReview] 
Poster
None
One-Time Soft Alignment Enables Resilient Learning without Weight Transport
Jeonghwan Cheon ⋅ Jaehyuk Bae ⋅ Se-Bum Paik
[ OpenReview] 
Poster
None
LongSCOP: Semantically Consistent Long Video Outpainting
Yu Tang ⋅ Zhiyuan You ⋅ Zhixiao Wang ⋅ Fanghua Yu ⋅ Qingyu Zhang ⋅ Xiang Yin ⋅ Chao Dong ⋅ Jinjin Gu
[ OpenReview] 
Poster
None
HIST3R: Rectified State Decomposition from History for Streaming 3D Reconstruction
Kenneth Yang ⋅ Frank Wang
[ OpenReview] 
Poster
None
Spectral Stratification of Semantic Abstraction in Vision-Language Models
Jeonghwan Cheon ⋅ Marin Vogelsang ⋅ Lukas Vogelsang ⋅ Pawan Sinha
[ OpenReview] 
Poster
None
Evaluation of Visual Processing Should Be Human-Centered, Not Metric-Centered
Fanghua Yu ⋅ Jinfan Hu ⋅ Zhiyuan You ⋅ Xiang Yin ⋅ Hongyu An ⋅ Xinqi Lin ⋅ Hongyang Li ⋅ Chao Dong ⋅ Jinjin Gu
[ OpenReview] 
Poster
None
Long-Rollout Stability in AI Weather Models: A Quantitative Benchmark and Analysis
Fanny Lehmann ⋅ Firat Ozdemir ⋅ Yun Cheng ⋅ Torsten Hoefler ⋅ Sebastian Schemm ⋅ Benedikt Soja ⋅ Siddhartha Mishra
[ OpenReview] 
Poster
None
Bias, Measurement Error, and Double-Dipping: When Can GNN Convolutions Help Brain Connectome Prediction?
Tommaso Castellani ⋅ Jiaqi Li ⋅ Muriah D Wheelock ⋅ Rezwana R Razzaque ⋅ Helmut Laufs ⋅ Hong Chen ⋅ Claire Donnat
[ OpenReview] 
Poster
None
Reliable Federated Multi-View Learning via Conflict-Aware Evidence Calibration
Daoyuan Li ⋅ Zuyuan Yang ⋅ Hao Yang ⋅ Jiawen Kang
[ OpenReview] 
Poster
None
MLAIRE: Multilingual Language-Aware Information Retrieval Evaluation Protocol
Youngjoon Jang ⋅ Seongtae Hong ⋅ Hyeonseok Moon ⋅ Heuiseok Lim
[ OpenReview] 
Poster
None
Beyond Eigenfunctions: Divergence Principal Functions for Representation Learning
Ritabrata Ray ⋅ Sahil Dharod ⋅ Burak Varıcı ⋅ Nicholas Boffi ⋅ Pradeep Ravikumar
[ OpenReview] 
Poster
None
No Pose, No Problem in 4D: Feed-Forward Dynamic Gaussians from Unposed Multi-View Videos
Matteo Balice ⋅ Yanik Künzi ⋅ Chenyangguang Zhang ⋅ Matteo Matteucci ⋅ Marc Pollefeys ⋅ Sunghwan Hong
[ OpenReview] 
Poster
None
TELEVAL: A Benchmark Designed for Spoken Language Models in Chinese Interactive Scenarios
Zehan Li ⋅ Hongjie Chen ⋅ Qing Wang ⋅ Yuxin Zhang ⋅ Jing Zhou ⋅ Hang Lv ⋅ Mengjie Du ⋅ Yaodong Song ⋅ Jie Lian ⋅ Jian Kang ⋅ Jie Li ⋅ Yongxiang Li
[ OpenReview] 
Poster
None
Harnessing Image Diffusion Prior for Photo-Realistic Video Restoration
Fanghua Yu ⋅ Hongyu An ⋅ Jinfan Hu ⋅ Xinqi Lin ⋅ Zhiyuan You ⋅ Jian Wang ⋅ Hongyang Li ⋅ Chao Dong ⋅ Jinjin Gu
[ OpenReview] 
Poster
None
Actor-Accelerated Policy Dual Averaging for Reinforcement Learning in Continuous Action Spaces
Ji Gao ⋅ Caleb Ju ⋅ Guanghui Lan ⋅ Zhaohui Tong
[ OpenReview] 
Poster
None
Learning Multimodal One-step Flow Policy via Value-weighted Optimal Transport
Jaehun Shon ⋅ Jinha Choi ⋅ Jongwook Jeon ⋅ Jongmin Lee
[ OpenReview] 
Poster
None
Selective Off-Policy Reference Tuning with Plan Guidance
Duc A Le ⋅ Tien-Phat Nguyen ⋅ Thien H Nguyen ⋅ Linh Ngo ⋅ Trung Le
[ OpenReview] 
Poster
None
Multi-Environment POMDPs with Finite-Horizon Objectives
Léonard Brice ⋅ Filip Cano ⋅ Krishnendu Chatterjee ⋅ Thomas Henzinger ⋅ Stefanie Muroya
[ OpenReview] 
Poster
None
Visual-ERM: Reward Modeling for Visual Equivalence
Ziyu Liu ⋅ Shengyuan Ding ⋅ Xinyu Fang ⋅ Xuanlang Dai ⋅ Penghui Yang ⋅ Jiaqi Wang ⋅ Kai Chen ⋅ Dahua Lin ⋅ Yuhang Zang
[ OpenReview] 
Poster
None
PepSpecBench: A Unified Evaluation Benchmark for Peptide Tandem Mass Spectrometry Prediction
Zhiwen Yang ⋅ Pan Liu ⋅ yifan Li ⋅ Yunhua Zhong ⋅ Jun Xia
[ OpenReview] 
Poster
None
LoReC: Rethinking Large Language Models for Graph Data Analysis
Hongyu Zhan ⋅ Qixin Wang ⋅ Yusen Tan ⋅ Hai-tao Yu ⋅ Jingbo Zhou ⋅ Shuai Chen ⋅ Jia Li ⋅ Xiao Tan ⋅ Jun Xia
[ OpenReview] 
Poster
None
OASES: Outcome-Aligned Search-Evaluation Co-Training for Agentic Search
Erhan Zhang ⋅ Yiqun Chen ⋅ Zechun Niu ⋅ Wei Yang ⋅ Xiaochi Wei ⋅ Yan Gao ⋅ YIWU ⋅ Yao Hu ⋅ Jiaxin Mao
[ OpenReview] 
Poster
None
Learning Pareto Stationary Fronts via Single-Pass Backpropagation
Elina R Celik ⋅ Marcos M. Raimundo ⋅ Isabel Valera
[ OpenReview] 
Poster
None
PAC Learning with Bandit Feedback: Sharp Sample Complexity in the Realizable Setting
Steve Hanneke ⋅ Qinglin Meng ⋅ Shay Moran ⋅ Amirreza Shaeiri
[ OpenReview] 
Poster
None
DiscoverPhysics: Benchmarking LLMs for out-of-the-box scientific thinking
Lindsay Smith ⋅ Matt Sampson ⋅ Siddharth Mishra-Sharma ⋅ Peter Melchior ⋅ Andrew Wilson ⋅ Pavel Izmailov ⋅ Carolina Cuesta Lazaro
[ OpenReview] 
Poster
None
UniFlowDock: Flexible Docking with Complete Equivariant Velocity Fields
Kangxin Chen ⋅ Jieyu Zhao ⋅ Xulun Ye ⋅ Kun Zhou ⋅ Jinli Hu ⋅ Yuanyuan Deng ⋅ Min Xie
[ OpenReview] 
Poster
None
Anchoring Reasoning Distillation via Syntactic Constraints
Zehua Cheng ⋅ Wei Dai ⋅ Jiahao Sun
[ OpenReview] 
Poster
None
Automotive-ENV: Benchmarking Multimodal Models in Automotive Cockpit Environments
Junfeng Yan ⋅ Biao Wu ⋅ Meng Fang ⋅ Ling Chen
[ OpenReview] 
Poster
None
EgoTac: In-the-wild Tactile Prediction from Egocentric Vision
Wenkang Zhang ⋅ Chengbo Yuan ⋅ Zicheng Zhang ⋅ Zhengxue Cheng ⋅ Yang Gao
[ OpenReview] 
Poster
None
DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy
Erchi Wang ⋅ Pengrun Huang ⋅ Eli Chien ⋅ Om Thakkar ⋅ Kamalika Chaudhuri ⋅ Yu-Xiang Wang ⋅ Ruihan Wu
[ OpenReview] 
Poster
None
Video Generation Research Needs a Legally Sustainable Data Infrastructure
Wenhao Wang ⋅ Biao Wu ⋅ Jiabin Luo ⋅ Xinyu Zhang
[ OpenReview] 
Poster
None
FaithfulFaces: Pose-Faithful Facial Identity Preservation for Text-to-Video Generation
Yuanzhi Wang ⋅ Xuhua Ren ⋅ Jiaxiang Cheng ⋅ bing ma ⋅ Kai Yu ⋅ Sen Liang ⋅ Wenyue Li ⋅ Tianxiang Zheng ⋅ Qinglin Lu ⋅ Zhen Cui
[ OpenReview] 
Poster
None
The Sparsity Whisperer
Linghao Kong ⋅ Inimai Subramanian ⋅ Micah Adler ⋅ Dan Alistarh ⋅ Dan Gutfreund ⋅ Nir Shavit
[ OpenReview] 
Poster
None
Angular Networks: Low-Bit Learning from Randomized Similarity Estimators
Ali Ahmed ⋅ Saeid Pourmand ⋅ Muhammad Awais ⋅ Rehan Farooq ⋅ Alireza Aghasi
[ OpenReview] 
Poster
None
MedZERO: Self-Evolving Agents for Open-Ended Medical Reasoning Through Controlled Knowledge Accumulation
Xilin Dang ⋅ Weilin Ruan ⋅ Xue Yang ⋅ Jinghao Wang ⋅ Xiaowei Hu ⋅ Jinpeng Li ⋅ Pheng-Ann Heng
[ OpenReview] 
Poster
None
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models
Joowon Kim ⋅ Seungho Shin ⋅ Joonhyung Park ⋅ Eunho Yang
[ OpenReview] 
Poster
None
Decomposing Temporal and Job-Induced Dynamics for Probabilistic Computing Workload Forecasting via Graph-Conditioned Dual-Branch Diffusion
Baozhen Luo ⋅ Minbo Ma ⋅ Honglin Zhang ⋅ Yuan Yuan ⋅ Quanlu Zhang ⋅ Baodong Wu ⋅ Yong Li
[ OpenReview] 
Poster
None
Generating in the Limit with Infinitely Many Hallucinations
Irene Strauss ⋅ Alexandra Butoi ⋅ Ryan Cotterell
[ OpenReview] 
Poster
None
BEAST3D: animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting
Yanchen Wang ⋅ Lenny Aharon ⋅ Wangshu Zhu ⋅ Kyle Daruwalla ⋅ Linghua Zhang ⋅ Jiaru Zou ⋅ Selmaan N Chettih ⋅ Xun H Hou ⋅ Liam Paninski ⋅ Matthew Whiteway
[ OpenReview] 
Poster
None
FM-ChangeNet: Learning Change through Pathwise Feature Transport
Roie Kazoom ⋅ George Leifman ⋅ Genady Beryozkin
[ OpenReview] 
Poster
None
Mixture-of-Hierarchical Experts: Optimized Mamba Architecture for Vision Diffusion
Yejun Jung ⋅ Dongyun Kim ⋅ Jinsun Park
[ OpenReview] 
Poster
None
RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-𝑁 Ranking
Roie Kazoom ⋅ Yotam Gigi ⋅ George Leifman ⋅ Tomer Shekel ⋅ Genady Beryozkin
[ OpenReview] 
Poster
None
Diversity Combining for Multi-Path LLM Reasoning
Guangsheng Yu ⋅ Litianyi Zhang ⋅ Qin Wang ⋅ Xu Wang ⋅ Mingyuan Li ⋅ Shaoxiong Ji ⋅ Ren Ping Liu ⋅ Massimo Piccardi
[ OpenReview] 
Poster
None
FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems
Fanxiao Li ⋅ Jiaying Wu ⋅ Tingchao Fu ⋅ Natasha Jaques ⋅ Wei Zhou ⋅ Min-Yen Kan
[ OpenReview] 
Poster
None
FlowR2A: Learning Reward-to-Action Distribution for Multimodal Driving Planning
Xirui Li ⋅ Zhe Liu ⋅ Xiaoqing Ye ⋅ Wenhua Han ⋅ Yifeng Pan ⋅ Junyu han ⋅ Hengshuang Zhao
[ OpenReview] 
Poster
None
On Worst-Case Guarantees for Graph-Based Nearest-Neighbor Search
Majid Daliri ⋅ Mohammadreza Daneshvaramoli ⋅ Purna Dutta ⋅ Edo Liberty ⋅ Cameron Musco ⋅ Christopher Musco ⋅ Torsten Suel
[ OpenReview] 
Poster
None
Continuous Latent Diffusion Language Model
Hongcan Guo ⋅ Qinyu Zhao ⋅ Yian Zhao ⋅ Shen Nie ⋅ Rui Zhu ⋅ Qiushan Guo ⋅ Feng Wang ⋅ Tao Yang ⋅ Hengshuang Zhao ⋅ Guoqiang Wei ⋅ Yan Zeng
[ OpenReview] 
Poster
None
Beyond Data Scaling: Representation-Centric Pre-training for Vision-Language-Action Models
Senqiao Yang ⋅ Chengyao Wang ⋅ Yuxin Chen ⋅ Zixuan WANG ⋅ Longxiang Tang ⋅ Haokun GUI ⋅ Jinhui Ye ⋅ Changsheng Lu ⋅ Xiaoyang Wu ⋅ Mingkang Zhu ⋅ Pengguang Chen ⋅ Shu Liu ⋅ Zhuotao Tian ⋅ Hengshuang Zhao ⋅ Bei Yu ⋅ Jiaya Jia
[ OpenReview] 
Poster
None
Towards a Universal Causal Reasoner
Qirun Dai ⋅ Xiao Liu ⋅ Jiawei Zhang ⋅ Dylan Zhang ⋅ Hao Peng ⋅ Chenhao Tan
[ OpenReview] 
Poster
None
A Theory on Flow Matching with Neural Networks
Yihan He ⋅ Qishuo Yin ⋅ Yuan Cao ⋅ Jianqing Fan ⋅ Han Liu
[ OpenReview] 
Poster
None
$\pi^2$: A Simple Framework for 2D-to-3D Registration
Hao Deng ⋅ Yang Xiangtai ⋅ Guangmingzi Yang ⋅ Xijing Wang ⋅ MaYuanxiao ⋅ Sisi Li ⋅ Zhiqiang Tian ⋅ Shaoyi Du
[ OpenReview] 
Poster
None
FLAME: Adaptive Mixture-of-Experts for Continual Multimodal Multi-Task Learning
Xing Han ⋅ Shravan Chaudhari ⋅ Tanvi Ranade ⋅ Rama Chellappa ⋅ Suchi Saria
[ OpenReview] 
Poster
None
VIGOR: Visual Gain Ordering for Hallucination Mitigation in Multimodal Discrete Diffusion Language Models
Junzhe Chen ⋅ Tian Qin ⋅ Eugenie Shi ⋅ Tianshu Zhang ⋅ Qiang Ju ⋅ Lijie Wen
[ OpenReview] 
Poster
None
Geometry-Centered 3D Latent World Models for Growing Surfaces
Xiaoyi Liu ⋅ Hao Tang
[ OpenReview] 
Poster
None
Prompts to Proxies: Emulating Human Preferences via a Compact LLM Ensemble
Bingchen Wang ⋅ Zi-Yu Khoo ⋅ Jingtan Wang
[ OpenReview] 
Poster
None
UniverSat: Resolution- and Modality-Agnostic Transformers for Earth Observation
Yohann PERRON ⋅ Guillaume Astruc ⋅ Nicolas Gonthier ⋅ Clement Mallet ⋅ Loic Landrieu
[ OpenReview] 
Poster
None
Rethinking in Spikes: Mitigating Hallucinations in MDLMs with Step-Aware Decoding
Zhongxing Xu ⋅ Zhonghua Wang ⋅ Zhe Qian ⋅ Shiyan Su ⋅ Ming Hu ⋅ Xiaocheng Zou ⋅ Wei Feng ⋅ MINGQUAN LIN ⋅ Yuyin Zhou ⋅ Yifan Peng ⋅ Hamid Rezatofighi ⋅ Zongyuan Ge
[ OpenReview] 
Poster
None
Simmer: A Scalable Pretraining Recipe for Video-Text Encoders
Bingliang Zhang ⋅ Wenda Chu ⋅ Albert Li ⋅ Yuan Sui ⋅ Hongkai Zheng ⋅ Sophia Stiles ⋅ Kailen Hargenrader ⋅ Yisong Yue ⋅ Sabera Talukder
[ OpenReview] 
Poster
None
The Dormant Spiking Neuron: A State-Driven Mechanism for Efficient Spiking Neural Networks
Ruichen Ma ⋅ Yicai Chen ⋅ Pujun Zhou ⋅ Yue Zuo ⋅ Chongyang Li ⋅ Shuang Liu ⋅ Shaogang Hu ⋅ Guanchao Qiao
[ OpenReview] 
Poster
None
MMGraph-Agent: Agentic Multimodal RAG via Cache-Inspired Multimodal Knowledge HyperGraphs
Haoran Luo ⋅ Ziyue Zhu ⋅ Shangyang Wu ⋅ LINHAO LUO ⋅ Yikai Guo ⋅ Qika Lin ⋅ Fangzhi Xu ⋅ Jiapu Wang ⋅ Xiaobao Wu ⋅ Yifan Zhu ⋅ Anh Tuan Luu
[ OpenReview] 
Poster
None
Lookalike3D: Seeing Double in 3D
Chandan Yeshwanth ⋅ Angela Dai
[ OpenReview] 
Poster
None
Interleaved Head Attention
Sai Surya Duvvuri ⋅ Chanakya Ekbote ⋅ Rachit Bansal ⋅ Rishabh Tiwari ⋅ Devvrit Khatri ⋅ David Brandfonbrener ⋅ Paul Liang ⋅ Inderjit Dhillon ⋅ Manzil Zaheer
[ OpenReview] 
Poster
None
CommunityKV: Efficient Long-Context Decoding via Graph Partitioning
Joe McKenna ⋅ Anastasios Alexandridis ⋅ Nathan Susanj ⋅ Jing Liu
[ OpenReview] 
Poster
None
Private Prediction via Shrinkage
Chao Yan
[ OpenReview] 
Poster
None
A Transformer-Derived Iterative Preconditioner
Patrick Lutz ⋅ Themistoklis Haris ⋅ Aditya Gangrade ⋅ Venkatesh Saligrama
[ OpenReview] 
Poster
None
Understanding axial attention in TSFMs through single location regression
Andrei Pantea ⋅ Aymeric Dieuleveut
[ OpenReview] 
Poster
None
Prior Text-Informed Gate Attention Framework for Multimodal Psychiatric Disorder Diagnosis
Wensheng Zhai ⋅ Kaizhong Zheng ⋅ Difei Mei ⋅ Badong Chen ⋅ Liangjun Chen
[ OpenReview] 
Poster
None
Communication-Efficient LLM Adaptation over Decentralized GPU Meshes
Sameera Ramasinghe ⋅ Shamane Siriwardhana ⋅ Thalaiyasingam Ajanthan ⋅ Hadi Mohaghegh Dolatabadi ⋅ Chamin Hewa Koneputugodage ⋅ Gil Avraham ⋅ Violetta Shevchenko ⋅ James Snewin ⋅ Karol Pajak ⋅ Harry Xi ⋅ Alexander Long
[ OpenReview] 
Poster
None
BridgeMVS: Bridging Multi-View Stereo and Monodepth via Bidirectional Dynamic Fusion
Jianfei Jiang ⋅ Qiankun Liu ⋅ Rui Yang ⋅ Haochen Yu ⋅ Hongyuan Liu ⋅ Xianglong Meng ⋅ Jiansheng Chen ⋅ Huimin Ma
[ OpenReview] 
Poster
None
Optimistic Q-value Adaptation for Offline-to-Online Reinforcement Learning
Hao Wu ⋅ Shunhao Zhang ⋅ Shuai Lü
[ OpenReview] 
Poster
None
Fast Diverse Nearest Neighbor Search
Justin Chen ⋅ Soham Nagawanshi ⋅ Shenghao Xie ⋅ Haike Xu ⋅ Alan Zhou ⋅ Samson Zhou
[ OpenReview] 
Poster
None
Space-Optimal Streaming Algorithms via Efficient Encodings
Liudeng Wang ⋅ David Woodruff ⋅ Shenghao Xie ⋅ Samson Zhou
[ OpenReview] 
Poster
None
Tempered Guided Diffusion
Andreas Makris ⋅ Paul Fearnhead ⋅ Christopher Nemeth
[ OpenReview] 
Poster
None
An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation
Haoyu Han ⋅ Li Ma ⋅ Hanbing Wang ⋅ Bingheng Li ⋅ Daochen Zha ⋅ Chun How Tan ⋅ Huiji Gao ⋅ Xin Liu ⋅ Stephanie Moyerman ⋅ Sanjeev Katariya ⋅ Hui Liu ⋅ Jiliang Tang
[ OpenReview] 
Poster
None
Beyond Outcome Rewards: Process-Aware Optimization for Search Agents
Yiwei Dai ⋅ Hengyi Cai ⋅ Hui Wu ⋅ Yili Wang ⋅ Han Xu ⋅ Minlan Shao ⋅ Yuchen Li ⋅ Shuaiqiang Wang ⋅ Xin Wang ⋅ Yi Chang ⋅ Dawei Yin
[ OpenReview] 
Poster
None
Verifier-Backed Hard Problem Generation for Mathematical Reasoning
Yuhang Lai ⋅ Jiazhan Feng ⋅ Yee Whye Teh ⋅ Ning Miao
[ OpenReview] 
Poster
None
Flow-based Spectral Kernel Learning for Nonstationary Attention
Zi Yang ⋅ Ying Li ⋅ Alejandro Lancho ⋅ Dario C. Larese ⋅ Pablo Olmos ⋅ Michael Minyi Zhang
[ OpenReview] 
Poster
None
HyperVAttention: Efficient Sparse Attention with Spatio-Temporal Clustering for Video Diffusion
Dongyeun Lee ⋅ Amir Zandieh ⋅ Vahab Mirrokni ⋅ Junmo Kim ⋅ Insu Han
[ OpenReview] 
Poster
None
Deep Barycentric Regression for Optimal Transport Map Estimation and its Statistical Optimality
Kunwoong Kim ⋅ Insung Kong ⋅ Yongdai Kim
[ OpenReview] 
Poster
None
Inverse Modeling for Laser Pulse Shape Design in Inertial Confinement Fusion
Ricardo Luna Gutierrez ⋅ Vineet Gundecha ⋅ Rahman Ejaz ⋅ Varchas Gopalaswamy ⋅ Riccardo Betti ⋅ Sahand Ghorbanpour ⋅ Aarne Lees ⋅ Soumyendu Sarkar
[ OpenReview] 
Poster
None
End-to-End Differentiable Diffusion Conditioning for Physics-Informed Optimization
Ricardo Luna Gutierrez ⋅ Vineet Gundecha ⋅ Rahman Ejaz ⋅ Varchas Gopalaswamy ⋅ Riccardo Betti ⋅ Sahand Ghorbanpour ⋅ Aarne Lees ⋅ Soumyendu Sarkar
[ OpenReview] 
Poster
None
Block Sphere Vector Quantization
Heesang Ann ⋅ Joongkyu Lee ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
C2G-BENCH: A Cyber-Physical Evaluation Benchmark for Hierarchical Reinforcement Learning in Grid-Interactive Hyperscale Data Centers
Vineet Gundecha ⋅ Sahand Ghorbanpour ⋅ Sifat Abdullah ⋅ Mahasweta Chakraborti ⋅ Damien Fay ⋅ Avisek Naug ⋅ Sergey Serebryakov ⋅ Ricardo Luna Gutierrez ⋅ Soumyendu Sarkar
[ OpenReview] 
Poster
None
Path-independent Flow Matching for Multi-parameter Generative Dynamics
Francisco Téllez ⋅ AmirHossein Zamani ⋅ philippe Martin ⋅ Shuang Ni ⋅ Guy Wolf ⋅ Eugene Belilovsky ⋅ Sina Sanjari ⋅ Yanlei Zhang
[ OpenReview] 
Poster
None
Bernini: Latent Semantic Planning for Video Diffusion
Chenchen Liu ⋅ Junyi Chen ⋅ Lei Li ⋅ Lu Chi ⋅ Mingzhen Sun ⋅ Zhuoying Li ⋅ Yi Fu ⋅ Ruoyu Guo ⋅ Yiheng Wu ⋅ Ge Bai ⋅ Zehuan Yuan
[ OpenReview] 
Poster
None
3D Molecule Generation from Rigid Motifs via $\mathrm{SE}(3)$ Flows
Roman Poletukhin ⋅ Marcel Kollovieh ⋅ Eike S. Eberhard ⋅ Stephan Günnemann
[ OpenReview] 
Poster
None
Less Supervision, Better Generalization: Weakly Supervised Fake Region Localization in Diffusion-Edited Images
Junhee Lee ⋅ JeonDongHyeon ⋅ Taeoh Kim ⋅ beomyoung kim ⋅ MyeongAh Cho
[ OpenReview] 
Poster
None
A multi-scale information geometry reveals the structure of mutual information in neural populations
Simone Azeglio ⋅ Steeve Laquitaine ⋅ Ulisse Ferrari ⋅ Matthew Chalk
[ OpenReview] 
Poster
None
DD-Ranking: Rethinking the Evaluation of Dataset Distillation
Zekai Li ⋅ Xinhao Zhong ⋅ Samir Khaki ⋅ Zhiyuan Liang ⋅ Yuhao Zhou ⋅ Mingjia Shi ⋅ Ziqiao Wang ⋅ Xuanlei Zhao ⋅ Wangbo Zhao ⋅ Ziheng Qin ⋅ Mengxuan Wu ⋅ Pengfei Zhou ⋅ Haonan Wang ⋅ David Junhao Zhang ⋅ Jia-Wei Liu ⋅ Shaobo Wang ⋅ Dai Liu ⋅ Linfeng Zhang ⋅ Guang Li ⋅ Kun Wang ⋅ Zheng Zhu ⋅ Zhiheng Ma ⋅ Joey Tianyi Zhou ⋅ Jiancheng Lv ⋅ Yaochu Jin ⋅ Peihao Wang ⋅ Kaipeng Zhang ⋅ Yiran Huang ⋅ Zhiwei Deng ⋅ Xindi Wu ⋅ George Cazenavette ⋅ Yuzhang Shang ⋅ Justin CUI ⋅ Jindong Gu ⋅ Qian Zheng ⋅ Hao Ye ⋅ Shuo Wang ⋅ Xiaobo Wang ⋅ Yan Yan ⋅ Angela Yao ⋅ Mike Zheng Shou ⋅ Tianlong Chen ⋅ Hakan Bilen ⋅ Baharan Mirzasoleiman ⋅ Manolis Kellis ⋅ Konstantinos N Plataniotis ⋅ Zhangyang "Atlas" Wang ⋅ Bo Zhao ⋅ Yang You ⋅ Kai Wang
[ OpenReview] 
Poster
None
Temporal Island Sparse Autoencoders for Interpreting Clinical Time-Series Models
Muhan Yeo ⋅ Bong Gyun Kang ⋅ HyunGi Kim ⋅ Sungroh Yoon
[ OpenReview] 
Poster
None
Online Data Selection for Instruction Tuning via Gaussian Processes
Jun Wang ⋅ Quoc Phong Nguyen ⋅ Julien Monteil ⋅ Vu Nguyen
[ OpenReview] 
Poster
None
VERITAS: Veracity-Enhanced Robust Identification of LLM-generated Text Against Style-shifts
Xiaoquan Yi ⋅ Haozhao Wang ⋅ Yichen Li ⋅ Wenchao Xu ⋅ Jinghua Zhang ⋅ Yuhua Li ⋅ Rui Zhang ⋅ Imran Razzak ⋅ Ruixuan Li
[ OpenReview] 
Poster
None
NNCoxKL: Risk-Set Distillation from Probability-Free Prognostic Teachers for Deep Cox Models
Lingfeng Luo ⋅ Jeremy M Taylor ⋅ Di Wang ⋅ Feiyang Deng ⋅ Yubo Shao ⋅ Kevin He
[ OpenReview] 
Poster
None
MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping
Junyao Gao ⋅ Sibo Liu ⋅ Jiaxing Li ⋅ Yanan SUN ⋅ Yuanpeng Tu ⋅ Fei Shen ⋅ Weidong Zhang ⋅ Cairong Zhao ⋅ Jun Zhang
[ OpenReview] 
Poster
None
DoAtlas-1: A Causal Compilation Paradigm for Clinical AI
Yulong Li ⋅ Jianxu Chen ⋅ Xiwei Liu ⋅ Chuanyue Suo ⋅ Rong Xia ⋅ Yichen Li ⋅ Xinlin Zhuang ⋅ Niranjana A Menon ⋅ Jionglong Su ⋅ Eran Segal ⋅ Imran Razzak
[ OpenReview] 
Poster
None
Alignment Dynamics in LLM Fine-Tuning
Yuhan Huang ⋅ Huanran Chen ⋅ Yinpeng Dong
[ OpenReview] 
Poster
None
Look Before You Leap: Self-Evolving Clinical Reasoning with Psychometric Preference Optimization for Radiology Report Generation
Qi Wang ⋅ Yunfeng Min ⋅ Liwei Huang ⋅ Zeyu Zhang ⋅ Di Gai ⋅ Jun Liu
[ OpenReview] 
Poster
None
CondenseVLA: Learnable History Condensation for Efficient Multi-Frame VLA
Feiyang Hong ⋅ Yujie Wei ⋅ Bo Zhao ⋅ Xiu Su ⋅ Hongxun Yao ⋅ Shuo Yang
[ OpenReview] 
Poster
None
Probing Visual Planning in Image Editing Models
Zhimu Zhou ⋅ Yanpeng Zhao ⋅ Qiuyu Liao ⋅ Bo Zhao ⋅ Xiaojian (Shawn) Ma
[ OpenReview] 
Poster
None
Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs
Yining Hong ⋅ Huang Huang ⋅ Manling Li ⋅ Fei-Fei Li ⋅ Leonidas Guibas ⋅ Jiajun Wu ⋅ Yejin Choi
[ OpenReview] 
Poster
None
SageSched: Efficient LLM Scheduling Confronting Demand Uncertainty and Hybridity
Zhenghao Gan ⋅ Yichen Bao ⋅ Yifei Liu ⋅ Chen Chen ⋅ Quan Chen ⋅ Minyi Guo
[ OpenReview] 
Poster
None
Focusable Monocular Depth Estimation
Yuxin Du ⋅ Tao Lin ⋅ Zile Zhong ⋅ Runting Li ⋅ Xiyao Chen ⋅ Jiting Liu ⋅ Chenglin Liu ⋅ Yingcong Chen ⋅ Yuqian Fu ⋅ Bo Zhao
[ OpenReview] 
Poster
None
Evo-Depth: A Lightweight Depth-Enhanced Vision-Language-Action Model
Tao Lin ⋅ Yuxin Du ⋅ Jiting Liu ⋅ Nuobei Zhu ⋅ YUNHE LI ⋅ Yuqian Fu ⋅ Yinxinyu Chen ⋅ Hongyi Cai ⋅ Ye Zewei ⋅ Bing Cheng ⋅ Kai Ye ⋅ Yiran Mao ⋅ Yilei Zhong ⋅ Mingkang Dong ⋅ Junchi Yan ⋅ Gen Li ⋅ Bo Zhao
[ OpenReview] 
Poster
None
APIVOT: Adaptive Planning with Interleaved Vision-Language Thoughts
Emily Jin ⋅ Joy Hsu ⋅ Yiqing Xu ⋅ Weiyu Liu ⋅ Nick Haber ⋅ Jiajun Wu
[ OpenReview] 
Poster
None
Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models
Yan Jiang ⋅ Ruihong Qiu ⋅ Zi Huang
[ OpenReview] 
Poster
None
Predictive 4D Generation with Latent State Machines
Yue Gao ⋅ Chen Geng ⋅ Hanzhe Hu ⋅ Fangyun Wei ⋅ Jianfeng Xiang ⋅ Jiaolong Yang ⋅ Jiajun Wu
[ OpenReview] 
Poster
None
SAIR: Cost-Efficient Multi-Stage ML Pipeline Autoscaling via In-Context Reinforcement Learning
Jianchang Su ⋅ Yifan Zhang ⋅ Shengkai Lin ⋅ Shizhen Zhao ⋅ YUSHENG ZHENG ⋅ Yiwei Yang ⋅ Wei Zhang
[ OpenReview] 
Poster
None
RADAR: Routing Agents via Difficulty-Aware Recovery
Haizhou Du ⋅ Jinze Zhao ⋅ Huaicheng Yan
[ OpenReview] 
Poster
None
Masked Visual Actions for Unified World Modeling
Hadi Alzayer ⋅ Wenlong Huang ⋅ Haonan Chen ⋅ Christopher Luey ⋅ Lvmin Zhang ⋅ Maneesh Agrawala ⋅ Gordon Wetzstein ⋅ Fei-Fei Li ⋅ Yilun Du ⋅ Jiajun Wu ⋅ Jia-Bin Huang
[ OpenReview] 
Poster
None
Croissant Baker: Metadata Generation for Discoverable, Governable, and Reusable ML Datasets
Rafi Al Attrach ⋅ Rajna Fani ⋅ Sebastian Lobentanzer ⋅ Joan Giner-Miguelez ⋅ DEBANSHU DAS ⋅ Varuni H K ⋅ Nobin Sarwar ⋅ Rajat Ghosh ⋅ Anwai Archit ⋅ Surbhi Motghare ⋅ Christina C Parry ⋅ Luis Oala ⋅ Lara Grosso ⋅ Joaquin Vanschoren ⋅ Steffen Vogler ⋅ Sujata Goswami ⋅ Eric Rosenthal ⋅ Marzyeh Ghassemi ⋅ Matthew McDermott ⋅ Tom Pollard
[ OpenReview] 
Poster
None
Rethinking the Readout: Unlocking Video Backbones for AI-Generated Video Detection
Manni Cui ⋅ Ziheng Qin ⋅ ZiAn Wang ⋅ Ruiqi Liu ⋅ Dianyuan Zou ⋅ Jianglan Wei ⋅ Han Zhou ⋅ Yu Liu ⋅ Xu Jingrui ⋅ Wenhao Wang ⋅ Zhenyu Zhang
[ OpenReview] 
Poster
None
Modeling the Vividness of Imagined Natural Scenes Reveals a Model-Common Image-Level Component in Vision Models
Morteza Mahdiani ⋅ Catherine Landry ⋅ Jasper J van den Bosch ⋅ Frédéric Gosselin ⋅ Ian Charest
[ OpenReview] 
Poster
None
MIRROR: Manifold Ideal Reference ReconstructOR for AI-Generated Image Detection
Ruiqi Liu ⋅ Manni Cui ⋅ Ziheng Qin ⋅ Zhiyuan Yan ⋅ Ruoxin Chen ⋅ Yi Han ⋅ Zhiheng Li ⋅ Junkai Chen ⋅ ZhiJin Chen ⋅ Kaiqing Lin ⋅ Jialiang Shen ⋅ Lubin Weng ⋅ Yan Wang ⋅ Shu Wu
[ OpenReview] 
Poster
None
All-in-one Adverse Weather Removal via Prior-modulated and Velocity-constrained Rectified Flow
Wei Dong ⋅ Han Zhou ⋅ Terry Ji ⋅ Guanhua Zhao ⋅ Shahab Asoodeh ⋅ Yulun Zhang ⋅ Guangtao Zhai ⋅ Jun Chen ⋅ Xiaohong Liu
[ OpenReview] 
Poster
None
MixForensics: Blend Before You Encode for Generalizable AI-Generated Video Detection
Ruiqi Liu ⋅ ZiAn Wang ⋅ Ruoxin Chen ⋅ Xuehai Bai ⋅ Manni Cui ⋅ Ziheng Qin ⋅ Zhiyuan Yan ⋅ Shu Wu ⋅ Wenhao Wang
[ OpenReview] 
Poster
None
Rethinking Expressivity and Efficiency in Test-Time Training
Zeyun Zhong ⋅ Joya Chen ⋅ Manuel Martin ⋅ Frederik Diederichs ⋅ Jürgen Gall ⋅ Jürgen Beyerer
[ OpenReview] 
Poster
None
Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-Site Wearables
Jiayi Shao ⋅ Jiaying Ye ⋅ ShengYao Liu ⋅ Zachary Englhardt ⋅ Girish Narayanswamy ⋅ Vikram Iyer ⋅ Qiuyue S Xue
[ OpenReview] 
Poster
None
Entangled Schrödinger Bridge Matching
Sophia Tang ⋅ Yinuo Zhang ⋅ Pranam Chatterjee
[ OpenReview] 
Poster
None
Hallucination-Guided Unlearning: Using Hallucination Traces to Reveal Overfitted Memories
Jiayu Zhang ⋅ Ziqi Zhong ⋅ Yuliang Gai ⋅ Canran Xiao
[ OpenReview] 
Poster
None
Expanding Flow Maps
Sophia Tang ⋅ Pranam Chatterjee
[ OpenReview] 
Poster
None
STREAM: Stochastic Riemannian Flow Matching with Anisotropic Decoder for Digital Histopathology Image Generation
Won J Cho ⋅ Daeky Jeong ⋅ Hyeongyeol Lim ⋅ Hongjun Yoon
[ OpenReview] 
Poster
None
Bridging Modalities, Spanning Time: Structured Memory for Ultra-Long Agentic Video Reasoning
Jiazheng Li ⋅ Chi-Hao Wu ⋅ Yunze Liu ⋅ Kaize Ding ⋅ Jundong Li ⋅ Chuxu Zhang
[ OpenReview] 
Poster
None
SheafStain: Sheaf-Theoretic Schr\"odinger Bridge for Spatially and Biologically Coherent Virtual Staining
Hyeongyeol Lim ⋅ Hongjun Yoon ⋅ Eunjin Jang ⋅ Daeky Jeong ⋅ Won J Cho ⋅ HWAMIN LEE
[ OpenReview] 
Poster
None
Exact Channel Decoupling via Joint Diagonalization and Uniform Splicing for Diffusion Transformer Quantization
Bingyao Yu ⋅ yijin liu ⋅ Qinkai XU ⋅ Li Li ⋅ Yuxiang Fu
[ OpenReview] 
Poster
None
Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules
Riccardo De Santi ⋅ Bruce D Lee ⋅ Cristian Jensen ⋅ Kimon Protopapas ⋅ Sophia Tang ⋅ Chenghao Liu ⋅ Pranam Chatterjee ⋅ Yisong Yue ⋅ Andreas Krause
[ OpenReview] 
Poster
None
AdpSplit: Error-Driven Adaptive Splitting for Faster Geometry Discovery in 3D Gaussian Splatting
Yongjae Lee ⋅ Jingxing Li ⋅ Abhay Yadav ⋅ Rama Chellappa ⋅ Deliang Fan
[ OpenReview] 
Poster
None
Realtime-VLA FLASH: Speculative Inference Framework for Diffusion-based VLAs
Jiahui Niu ⋅ Kefan Gu ⋅ Yucheng Zhao ⋅ shengwen Liang ⋅ Tiancai Wang ⋅ Xing Hu ⋅ ying wang ⋅ Huawei Li
[ OpenReview] 
Poster
None
MaxIM: Maximally Informative Incremental Summarization via Reinforcement Learning
Jihwan Jeong ⋅ Guy Tennenholtz ⋅ Yinlam Chow ⋅ Chih-wei Hsu ⋅ Craig Boutilier
[ OpenReview] 
Poster
None
When Does Flow Matching Help Deterministic Multimodal Prediction: A Spatial Transcriptomics Study
Haoran Xu ⋅ Wei Yuan ⋅ Xiao Han
[ OpenReview] 
Poster
None
Controllable User Simulation
Guy Tennenholtz ⋅ Ofer Meshi ⋅ Amir Globerson ⋅ Uri Shalit ⋅ Jihwan Jeong ⋅ Craig Boutilier
[ OpenReview] 
Poster
None
Runtime Analysis of Cartesian Genetic Programming on MAX: A Proven Exponential Speedup
Duc-Cuong Dang ⋅ Roman Kalkreuth ⋅ Andre Opris
[ OpenReview] 
Poster
None
Position: AI Development Should Prioritize Cognitive Security
Batu El ⋅ Shiye Su ⋅ Aneesh Pappu ⋅ Peggy Yin ⋅ Julie Heng ⋅ Eric Heng ⋅ Ryan Z Wang ⋅ Andreas Haupt ⋅ James Zou
[ OpenReview] 
Poster
None
Deferred Aggregation in Hierarchical Bayesian Optimization
Valentin Margraf ⋅ Jonas Hanselle ⋅ Julian Rodemann ⋅ Marcel Wever ⋅ Sebastian Vollmer ⋅ Eyke Hüllermeier
[ OpenReview] 
Poster
None
probly: Uncertainty-Aware Machine Learning
Paul Hofman ⋅ Clemens Damke ⋅ Timo Löhr ⋅ Santo Thies ⋅ Alireza Javanmardi ⋅ Valentin Margraf ⋅ Jakub Paplhám ⋅ Yusuf Sale ⋅ Eyke Hüllermeier ⋅ Maximilian Muschalik
[ OpenReview] 
Poster
None
Benchmarking Open-Ended Multi-Agent Coordination in Language Agents
Kale-ab Tessera ⋅ Andras Szecsenyi ⋅ Cameron Barker ⋅ Alexander Rutherford ⋅ Davide Paglieri ⋅ Aidan Scannell ⋅ Henry Gouk ⋅ Elliot Crowley ⋅ Tim Rocktäschel ⋅ Amos Storkey
[ OpenReview] 
Poster
None
Do LLMs Bind Episodes? Probing Cross-Episode Parametric Retrieval Through Shared Cues
Francesco Mantovani ⋅ Alberto Eusebio ⋅ Alexis Huet ⋅ Giulio Franzese ⋅ Pietro Michiardi ⋅ Dario Rossi ⋅ Zied B Houidi
[ OpenReview] 
Poster
None
Disambiguating 2D-3D Correspondences in Gaussian Splatting-based Feature Fields for Visual Localization
Miso Lee ⋅ Sangeek Hyun ⋅ Yerim Jeon ⋅ Jae-Pil Heo
[ OpenReview] 
Poster
None
Position: We Need Greater Transparency to Maintain Research Pipeline Reliability Despite GenAI
Hillmer Chona ⋅ Sourav Panda ⋅ Frank Ritter ⋅ Jonathan Dodge
[ OpenReview] 
Poster
None
VCR: Learning Valid Contextual Representation for Incomplete Wearable Signals
Yuxuan Weng ⋅ Wenhan Luo ⋅ Qijia Shao
[ OpenReview] 
Poster
None
Where to Look Matters: Rethinking Sub-Volume Sampling in 3D Medical Self-supervised Learning
Junkai Liu ⋅ Le Zhang
[ OpenReview] 
Poster
None
CHAIN: Complementary Signed Graph Propagation for Uncertainty Quantification in Large Language Models
Hongxing Pan ⋅ Ziwei Li ⋅ Ziyue Qiao ⋅ Xiao Luo
[ OpenReview] 
Poster
None
FLASH: Efficient Visuomotor Policy via Sparse Sampling
Jiaqi Bai ⋅ Jindou Jia ⋅ Yuxuan Hu ⋅ Gen Li ⋅ Xiangyu Chen ⋅ Tuo An ⋅ Kuangji Zuo ⋅ Jianfei Yang
[ OpenReview] 
Poster
None
Nereus: A Large-Scale Underwater Dataset for Fine-Grained Attribute Understanding and Grounded Counting Perception
Jingtao Deng ⋅ Zihao Jin ⋅ Yuehe Chen ⋅ Feixiang He ⋅ Shuiwang Li ⋅ Dan Zeng
[ OpenReview] 
Poster
None
Feedback World Model Enables Precise Guidance of Diffusion Policy
Tuo An ⋅ Jindou Jia ⋅ Gen Li ⋅ Jingliang Li ⋅ Chuhao Zhou ⋅ Pengfei Liu ⋅ Bofan Lyu ⋅ Jiaqi Bai ⋅ Xinying Guo ⋅ Geng Li ⋅ Jianfei Yang
[ OpenReview] 
Poster
None
Implicit Bias in State Space Models and Linear Autoregressive Training
Gal Katzhendler ⋅ Gal Vardi ⋅ Gilad Yehudai
[ OpenReview] 
Poster
None
Explanation of Dynamic Physical Field Predictions using WassersteinGrad: Application to Autoregressive Weather Forecasting
Younes Essafouri ⋅ Laure Raynaud ⋅ Luciano DROZDA ⋅ Laurent Risser
[ OpenReview] 
Poster
None
When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding
Xu Yang ⋅ Lunyiu Nie ⋅ Ethan Chandra ⋅ Stanislav Gannutin ⋅ Fangru Lin ⋅ Swarat Chaudhuri
[ OpenReview] 
Poster
None
Amortized Optimal Transport from Sliced Potentials
Minh-Phuc Truong ⋅ Khai Nguyen
[ OpenReview] 
Poster
None
From Cursed to Competitive: Closing the ZO–FO Gap via Input-to-State Stability
Amir A Farzin ⋅ Philipp Braun ⋅ Iman Shames
[ OpenReview] 
Poster
None
Contextualized Evaluation of Vision Language Models through Dynamic Interviews
Yijiang Li ⋅ Huiqi Zou ⋅ Bingyang Wang ⋅ Ziang Xiao
[ OpenReview] 
Poster
None
Coding with "Enemy": Can Human Developers Detect AI Agent Sabotage?
Jingheng Ye ⋅ Huiqi Zou ⋅ Simon Yu ⋅ Weiyan Shi
[ OpenReview] 
Poster
None
TROPT: An Open Framework for Unifying and Advancing Discrete Text Optimization
Matan Ben-Tov ⋅ Mahmood Sharif
[ OpenReview] 
Poster
None
Beyond Local Neighborhoods: Fractional Diffusion with Levy Flights on Simplicial Complexes for Link Prediction
Jaidev Goel ⋅ Yuzhou Chen ⋅ Konstantin Avrachenkov ⋅ Yulia Gel
[ OpenReview] 
Poster
None
QUEST: Q-Learning for Uncertainty-Guided Efficient Search Teams
Arsh Verma ⋅ Tejus Gupta ⋅ Jeff Schneider
[ OpenReview] 
Poster
None
Heterogeneity-aware Distillation for Federated Continual Learning
Gaozhuo Liu ⋅ Yichen Li ⋅ Xiuying Wang ⋅ Yulong Li ⋅ Chuang Zhao ⋅ Yankai Jiang ⋅ Imran Razzak
[ OpenReview] 
Poster
None
Norm Anchors Make Model Edits Last
Mingda Liu ⋅ Zhenghan Zhu ⋅ Ze'an Miao ⋅ Katsuki Fujisawa
[ OpenReview] 
Poster
None
Aligning Few-Step Generative Model via Amortizing Sample-Based Variational Inference
Jaewoo Lee ⋅ Hyeongyu Kang ⋅ Dohyun Kim ⋅ Kyuil Sim ⋅ Woocheol Shin ⋅ Minsu Kim ⋅ Taeyoung Yun ⋅ Jeongjae Lee ⋅ Sanghyeok Choi ⋅ Tabitha Edith Lee ⋅ Jong Chul Ye ⋅ Jinkyoo Park
[ OpenReview] 
Poster
None
LLM-Enhanced Random Forests in Orthogonal Hyperbolic Subspaces for Tabular Learning
Shengpeng Wang ⋅ Yisen Gao ⋅ Han Xiang ⋅ lingyun liu ⋅ Ziwei Zhang ⋅ Qingyun Sun ⋅ Xianxian LI ⋅ Xingcheng Fu
[ OpenReview] 
Poster
None
Personalized Safety in Federated Fine-Tuning of Large Language Models
Tianzhe Xiao ⋅ Gaozhuo Liu ⋅ Yichen Li ⋅ Haozhao Wang ⋅ Hanlin Cai ⋅ Ruixuan Li ⋅ Ozgur B Akan
[ OpenReview] 
Poster
None
SAFE-DRIFT: Data Selection for Supervised Fine-tuning with Controllable Off-Target Drifts
Yeo Jin Jung ⋅ Yating Liu ⋅ Lalchand Pandia ⋅ Claire Donnat
[ OpenReview] 
Poster
None
Conditioning Gaussian Processes on Almost Anything
Henry Moss ⋅ Lachlan Astfalck ⋅ Tom Cowperthwaite ⋅ Colin Doumont ⋅ Samuel Willis ⋅ Christopher Nemeth ⋅ Philipp Hennig ⋅ Andrew Zammit-Mangion
[ OpenReview] 
Poster
None
Differentiating Network Design Objectives for Balancing Cost and Distance
Zishang Chen ⋅ Longhe Lin ⋅ Zhiyuan J Su ⋅ Qi Qi
[ OpenReview] 
Poster
None
Automated Kernel Discovery Towards Understanding High-dimensional Bayesian Optimization
Taeyoung Yun ⋅ Woocheol Shin ⋅ Inhyuck Song ⋅ Jaewoo Lee ⋅ Jinkyoo Park
[ OpenReview] 
Poster
None
Decoupled Complementary Fields on 3D Gaussian Maps for Embodied Navigation and Reasoning
Zhao Jiahao ⋅ Yaonan Wang ⋅ Zijie Wu ⋅ Mingtao Feng ⋅ He Xie ⋅ Renjie Ding ⋅ Hui Zhang
[ OpenReview] 
Poster
None
Beyond ICA: Identifiability by Symmetry Breaking
Pengzhou Wu
[ OpenReview] 
Poster
None
DDx-TRACE: A Benchmark for Medical Diagnostic Trajectories in VLMs
Jiazhen Pan ⋅ Weixiang Shen ⋅ Jun Li ⋅ Julian Canisius ⋅ Felix Bitzer ⋅ Paula Roßmüller ⋅ Jiancheng Yang ⋅ Virginie Kreutzinger ⋅ Daniel Rueckert ⋅ Benedikt Wiestler
[ OpenReview] 
Poster
None
Focus, Align, and Diffuse: Time-Series-Aware Keyframe Diffusion for Cardiac Dynamic Synthesis from Sparse Observations
Junkai Liu ⋅ Haofan Wu ⋅ Nay Aung ⋅ Joao A Lima ⋅ Steffen E Petersen ⋅ Le Zhang
[ OpenReview] 
Poster
None
Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents
Bowen Ye ⋅ Rang Li ⋅ Qibin Yang ⋅ Yuanxin Liu ⋅ Linli Yao ⋅ Hanglong Lv ⋅ Zhihui Xie ⋅ Chenxin An ⋅ Lei Li ⋅ Lingpeng Kong ⋅ Qi Liu ⋅ Zhifang Sui ⋅ Tong Yang
[ OpenReview] 
Poster
None
Explanation Multiplicity in SHAP: Characterization and Assessment
Hyunseung Hwang ⋅ Seungeun Lee ⋅ Lucas Rosenblatt ⋅ Steven Whang ⋅ Julia Stoyanovich
[ OpenReview] 
Poster
None
FracTS: Hierarchical and Autoregressive Time Series Generation
Jiayu Li ⋅ Umair Afzal ⋅ Zilong Zhao ⋅ Milad Abdollahzadeh ⋅ Uzair Javaid ⋅ Biplab Sikdar
[ OpenReview] 
Poster
None
Smoothed Elicitation Complexity for Approximate $\Gamma$-calibration of Discrete Classification Tasks
Jessica Finocchiaro ⋅ Victor Ganson ⋅ Drona Khurana
[ OpenReview] 
Poster
None
Stability Regimes for Framing-Sensitive Fine-Tuning in Language Models
Victor De Lima ⋅ Jiqun Liu ⋅ Grace H Yang
[ OpenReview] 
Poster
None
Distribution-Adaptive Policy Optimization
Yuxiao He ⋅ Ziqi Wang ⋅ Xingzhou Lou ⋅ Xiaoqian Liu ⋅ Junge Zhang
[ OpenReview] 
Poster
None
Boosting Off-Policy RLVR with Data-Centric Replay
Yuxiao He ⋅ Junge Zhang ⋅ Ziqi Wang
[ OpenReview] 
Poster
None
Improving Continual Video Instance Segmentation via Spatial-Temporal Balanced Mixture-of-Experts Adapters
Hao Fu ⋅ Sihao Liu ⋅ Hanbin Zhao ⋅ Jiahua Dong ⋅ zhang chao ⋅ Hui Qian
[ OpenReview] 
Poster
None
SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory
Huacan Chai ⋅ YUKAI WANG ⋅ Yingxuan Yang ⋅ Peng Dan ⋅ Yuanyi Song ⋅ Zhihui Fu ⋅ Jun Wang ⋅ Weiwen Liu ⋅ Jianghao Lin ⋅ Weinan Zhang
[ OpenReview] 
Poster
None
Geometry-Guided Semantic Reconstruction for 3D Instance Segmentation
Yuanhao Su ⋅ Shaofeng Zhang
[ OpenReview] 
Poster
None
Learning Spectral Compositional Koopman Operators for Global-to-Regional Weather Forecasting
khalid OUBLAL ⋅ Malo Guichard ⋅ François Bertholom ⋅ Simon Albergel ⋅ David Benhaiem ⋅ Emmanuel LE BORGNE ⋅ Vladimir Kostic ⋅ Karim Lounici
[ OpenReview] 
Poster
None
Median-of-Means under Structured Heavy-Tailed Noise: High-Probability Bounds for Clipped Stochastic Optimization
Ahmed E Bajdali ⋅ Ohad Shamir ⋅ Samuel Horváth ⋅ Eduard Gorbunov
[ OpenReview] 
Poster
None
BALTO: Balanced Token-Level Policy Optimization for Hallucination Mitigation
Ning Li ⋅ Zixuan Guo ⋅ Yan Xu ⋅ Wenbo Fei ⋅ Yifan Niu ⋅ Chang Luo ⋅ Yasheng Wang ⋅ Weiwen Liu ⋅ Yong Yu ⋅ Weinan Zhang
[ OpenReview] 
Poster
None
Phantom Transfer: Data Poisoning can Survive Data-Level Defences
Andrew Draganov ⋅ Tolga H Dur ⋅ Anandmayi Bhongade ⋅ Mary Phuong
[ OpenReview] 
Poster
None
Market Regime Council for Dynamic Credit Assignment in Multi-Agent LLM Decision Systems
Yunhua Pei ⋅ Zerui Ge ⋅ Jin Zheng ⋅ John Cartlidge
[ OpenReview] 
Poster
None
StakeBench: Evaluating Language Understanding Grounded in Market Commitment
Yunhua Pei ⋅ Jingyu Hu ⋅ Yiwei Shi ⋅ Hongnan Ma ⋅ Weiru Liu ⋅ John Cartlidge
[ OpenReview] 
Poster
None
Compute Aligned Training: Optimizing for Test Time Inference
Adam Ousherovitch ⋅ Ambuj Tewari
[ OpenReview] 
Poster
None
SMART: Scalable Multi-Agent Role-conditioned Teaming via LLM-free Tree Search
Runzhe Zhang ⋅ Ning Li ⋅ Xingshan Zeng ⋅ Letian Chen ⋅ Yasheng Wang ⋅ Weinan Zhang ⋅ Yong Yu ⋅ Weiwen Liu
[ OpenReview] 
Poster
None
DriveFuture: Future-Aware Latent World Models for Autonomous Driving
Yufeng hong ⋅ Xiaotian Zhou ⋅ Yingyan Li ⋅ Xiangpo Zhou ⋅ Lin Liu ⋅ Yadan Luo ⋅ Shaoqing Xu ⋅ Lei Yang ⋅ Ziying Song
[ OpenReview] 
Poster
None
Primal-Dual Guided Decoding for Constrained Discrete Diffusion
Federico Tomasi ⋅ Dmitrii Moor ⋅ Alice Wang ⋅ Mounia Lalmas
[ OpenReview] 
Poster
None
Auto-Rubric as Reward: From Implicit Preference to Explicit Generative Criteria
Juanxi Tian ⋅ Fengyuan Liu ⋅ Jiaming Han ⋅ Yilei Jiang ⋅ Yongliang Wu ⋅ Yesheng Liu ⋅ Haodong Li ⋅ Furong Xu ⋅ Wanhua Li
[ OpenReview] 
Poster
None
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation
Jinghui Lu ⋅ Jiayi Guan ⋅ Zhijian Huang ⋅ Jinlong Li ⋅ Guang Li ⋅ Lingdong Kong ⋅ Yingyan Li ⋅ Han Wang ⋅ Shaoqing Xu ⋅ Yuechen Luo ⋅ Fang Li ⋅ Chenxu Dang ⋅ Junli Wang ⋅ Tao Xu ⋅ jing wu ⋅ Jianhua Wu ⋅ Xiaoshuai Hao ⋅ Wen Zhang ⋅ Tianyi Jiang ⋅ Lingfeng Zhang ⋅ Lei Zhou ⋅ Yingbo Tang ⋅ Jie Wang ⋅ Yinfeng Gao ⋅ Xi zhou Bu ⋅ Haochen Tian ⋅ Yihang Qiu ⋅ Feiyang Jia ⋅ Lin Liu ⋅ Yigu Ge ⋅ Hanbing Li ⋅ Jiahong Chen ⋅ Zihui Li ⋅ Shen Yuannan ⋅ Jianwei Cui ⋅ Hongwei Xie ⋅ Bing Wang ⋅ Haiyang Sun ⋅ Jingwei Zhao ⋅ JiaHui Huang ⋅ Pei Liu ⋅ zeyu zhu ⋅ Yuncheng JIANG ⋅ Zibin Guo ⋅ Hanchao Leng ⋅ Chuhong Gong ⋅ Kun Ma ⋅ Guang Chen ⋅ Kuiyuan Yang ⋅ Hangjun Ye ⋅ Long Chen
[ OpenReview] 
Poster
None
MMSkills: Towards Multimodal Skills for General Visual Agents
Kangning Zhang ⋅ Shuai Shao ⋅ Wenxiang Jiao ⋅ Qingyao Li ⋅ Jianghao Lin ⋅ Lingyue Fu ⋅ Shijian Wang ⋅ Yuan Lu ⋅ Weiwen Liu ⋅ Weinan Zhang ⋅ Yong Yu
[ OpenReview] 
Poster
None
Training a Predictive Coding Network on ImageNet using Equilibrium Propagation
Tugdual Kerjan ⋅ Rasmus Høier ⋅ Benjamin Scellier
[ OpenReview] 
Poster
None
Learning to Audit ML Models with Theory of Mind
Yao Rong ⋅ Vaibhav Unhelkar
[ OpenReview] 
Poster
None
Intersectional Fairness via Mixed-Integer Optimization
Jiří; Němeček ⋅ Mark Kozdoba ⋅ Illia Kryvoviaz ⋅ Tomáš Pevný ⋅ Jakub Marecek
[ OpenReview] 
Poster
None
The Value of Being Wrong: Self-Mined Visual In-Context Learning from Errors
Shu Zhao ⋅ TAN YU
[ OpenReview] 
Poster
None
VINCIE-NExT: Unlocking Video Editing from Images via In-Context Modeling
Leigang Qu ⋅ Feng Cheng ⋅ Ziyan Yang ⋅ Bangbang Yang ⋅ Zhaoyang Huang ⋅ Wei Chow ⋅ Yicong Li ⋅ Wenjie Wang ⋅ Tat-Seng Chua ⋅ Yan Zeng
[ OpenReview] 
Poster
None
GGQR: Gaussian-Grounded Query Refinement for Feed-Forward 4D Gaussian Splatting
Jingqiao Xiu ⋅ Yicong Li ⋅ Leigang Qu ⋅ Angela Yao
[ OpenReview] 
Poster
None
Parallel-in-Time Variational Inference for Latent Stochastic Differential Equations
Chenyang Wu ⋅ Pengfei Liu ⋅ Zongzhang Zhang
[ OpenReview] 
Poster
None
ParetoM$^3$: Learning on the Pareto Set under Preference Guidance via Min-Max-Min Optimization
Pei Tang ⋅ Songtao Lu
[ OpenReview] 
Poster
None
Federation Is the Way Forward for AI Agents
Herbert Woisetschläger ⋅ Nicholas Lane ⋅ Shiqiang Wang
[ OpenReview] 
Poster
None
Virtual Head Attention
Xibo Ding ⋅ Guoxia Wang ⋅ Jinle Zeng ⋅ Jiabin Yang ⋅ Sirui Tao ⋅ Chao Yang ⋅ Dianhai Yu
[ OpenReview] 
Poster
None
Neural Refraction Fields for Image Verification
Sage Simhon ⋅ Jingwei Ma ⋅ Prafull Sharma ⋅ Lucy Chai ⋅ Yen-Chen Lin ⋅ Phillip Isola
[ OpenReview] 
Poster
None
Beyond Flat Walks: Compositional Abstraction for Autoregressive Graph Generation
Kaiwen Bian ⋅ Andrew H Yang ⋅ Ali Parviz ⋅ Gal Mishne ⋅ Yusu Wang
[ OpenReview] 
Poster
None
Manifold Prior Guided Deep Unfolding for Hyperspectral Image Reconstruction
Shuqi Liu ⋅ Yingkai Zhang ⋅ Lin Gu ⋅ Tao Zhang ⋅ Ying Fu
[ OpenReview] 
Poster
None
Video-Mirai: Autoregressive Video Diffusion Models Need Foresight
Yonghao Yu ⋅ Lang Huang ⋅ Runyi Li ⋅ Zerun Wang ⋅ Toshihiko Yamasaki
[ OpenReview] 
Poster
None
Continually Evolving Skill Knowledge in Vision Language Action Model
Yuxuan Wu ⋅ Guangming Wang ⋅ Zhiheng Yang ⋅ Tianchen Deng ⋅ Maoqing Yao ⋅ Brian Sheil ⋅ Hesheng Wang
[ OpenReview] 
Poster
None
HiPhy: Hierarchical Alignment for Physically-Plausible Multi-Principle Video Generation
Tahira Kazimi ⋅ Shubhankar Borse ⋅ Durga Malladi ⋅ Fatih Porikli ⋅ Pinar Yanardag
[ OpenReview] 
Poster
None
Mean-Field Control on Sparse Graphs: From Local Limits to GNNs via Neighborhood Distributions
Tobias Schmidt ⋅ Kai Cui
[ OpenReview] 
Poster
None
Say the Same, Act Differently: Text-Orthogonal Action Subspaces in Reasoning Vision-Language-Action Models
Zihao Feng ⋅ Qingzhao Zhang ⋅ Chunyu Xia ⋅ Bo Yu ⋅ Zhuoqing Morley Mao ⋅ Ramesh Govindan
[ OpenReview] 
Poster
None
Glob3R: Global Structure-from-Motion with 3D Foundation Models
Junyuan Deng ⋅ Heng Li ⋅ Kejie Qiu ⋅ Lingteng Qiu ⋅ Rui Peng ⋅ Weichao Shen ⋅ Weihao Yuan ⋅ Siyu Zhu ⋅ Zilong Dong ⋅ Ping Tan
[ OpenReview] 
Poster
None
Calibration without labels in multiple testing
Adway S Wadekar ⋅ Jake A Soloff
[ OpenReview] 
Poster
None
Long-Term Risks of Risk-Based Allocation
Jivat Neet Kaur ⋅ Jane Lee ⋅ Manolis Zampetakis
[ OpenReview] 
Poster
None
Neural Fractional Stochastic Differential Equations
Yongxin Yang ⋅ Timothy Hospedales
[ OpenReview] 
Poster
None
Beyond Contraction: Geometry-Faithful Supervised Dimensionality Reduction for Data Visualization
xu zhu ⋅ Yilin Ye ⋅ Shixia Liu
[ OpenReview] 
Poster
None
How Selection Shapes Diversity in LLM Ecosystems
Maya Okawa
[ OpenReview] 
Poster
None
interwhen: A Generalizable Framework for Steering Reasoning Models with Test-time Verification
Vishak K Bhat ⋅ Prateek Chanda ⋅ Vijval Ekbote ⋅ Ashmit Khandelwal ⋅ Maitreyi Swaroop ⋅ Subbarao Kambhampati ⋅ Vineeth N Balasubramanian ⋅ Nagarajan Natarajan ⋅ Amit Sharma
[ OpenReview] 
Poster
None
A Quantitative Visual Taxonomy of Worldwide Writing Systems
Philippe Meyer ⋅ Claire Roman
[ OpenReview] 
Poster
None
Quality-Diversity Optimization as Multi-Objective Optimization
Xi Lin ⋅ Ping Guo ⋅ Yilu Liu ⋅ Bo Xue ⋅ Qingfu Zhang ⋅ Jianyong Sun
[ OpenReview] 
Poster
None
FoMEMO: Towards Foundation Models for Expensive Multi-objective Optimization
Yiming Yao ⋅ Fei Liu ⋅ Liang Zhao ⋅ Xi Lin ⋅ Yilu Liu ⋅ Qingfu Zhang
[ OpenReview] 
Poster
None
Active Learning for Conditional Generative Compressed Sensing
Alexander DeLise ⋅ Nick Dexter
[ OpenReview] 
Poster
None
Generalization Analysis of Biased Stochastic Gradient Methods for Minimax Problems
Shuang Zeng ⋅ Yunwen Lei ⋅ Yiming Ying
[ OpenReview] 
Poster
None
How Far Is Too Far? Object Recognition Declines Monotonically with Semantic Distance
Domenic Bersch ⋅ Hai Van Tran ⋅ Gemma Roig
[ OpenReview] 
Poster
None
DualWorldBench: Can Agents Plan Deliveries across Symbolic and Grounded Worlds?
Yang Chen ⋅ Bin Wen ⋅ Danyang Peng ⋅ Hong-Jie You ⋅ Ziqiao Shang ⋅ Lan-Zhe Guo
[ OpenReview] 
Poster
None
ImmuVis: Hyperconvolutional Foundation Models for Imaging Mass Cytometry
Dawid Uchal ⋅ Marcin Możejko ⋅ Krzysztof Gogolewski ⋅ Piotr Kupidura ⋅ Fabian Ozga ⋅ Szymon Łukasik ⋅ Jakub Giezgała ⋅ Tomasz Nocoń ⋅ Kacper Pietrzyk ⋅ Robert Pieniuta ⋅ Mateusz Sulimowicz ⋅ Michał Zmysłowski ⋅ Michał Orzyłowski ⋅ Tomasz Siłkowski ⋅ Karol Zagródka ⋅ Eike Staub ⋅ Ewa Szczurek
[ OpenReview] 
Poster
None
PROTEUS: A Self-Evolving Red Team with Surface Expansion for Agent Skill Ecosystems
Zhaojiacheng Zhou ⋅ Jiong Lou ⋅ Kaixiang Wang ⋅ Yanzhi Li ⋅ Hefeng Zhou ⋅ Jie LI
[ OpenReview] 
Poster
None
Do Image Editing Models Understand Lighting?
Tim Küchler ⋅ Johann-Friedrich Feiden ⋅ Matthias Niessner ⋅ Carsten Rother
[ OpenReview] 
Poster
None
TRIDENT: Post-Selection Evidence Accountability for Token-Efficient RAG
Wutong Zhang ⋅ Jiong Lou ⋅ Richard Liu ⋅ Sizhe Zhang ⋅ Hefeng Zhou ⋅ Kaixiang Wang ⋅ Celimuge Wu ⋅ Wei Zhao ⋅ Jie LI
[ OpenReview] 
Poster
None
CSBench: A Comprehensive Benchmark for Evaluating Project-Level System Construction in Computer Science
Hongli Yu ⋅ Huan-ang Gao ⋅ Botian Wang ⋅ Hanlin Wu ⋅ YiFei Wang ⋅ Daoguang Zan ⋅ HUANG Anni ⋅ Weinan Dai ⋅ Qiying Yu ⋅ Jiaze Chen ⋅ Wei-Ying Ma ⋅ Ya-Qin Zhang ⋅ Jingjing Liu ⋅ Mingxuan Wang ⋅ Hao Zhou
[ OpenReview] 
Poster
None
VicEdit: Learning to Edit Videos from Visual In-Context Examples
Yuji Wang ⋅ Teng Hu ⋅ Yuheng Chen ⋅ Ran Yi ⋅ Han Feng ⋅ Weijian Cao ⋅ Chengjie Wang ⋅ Lizhuang Ma ⋅ Jiangning Zhang
[ OpenReview] 
Poster
None
Reading Between the Dots: Decoding Hidden Computation across Filler Tokens
Kaley Brauer ⋅ Claudio Mayrink Verdun ⋅ Samuel Marks
[ OpenReview] 
Poster
None
A Novel Schur-Decomposition-Based Weight Projection Method for Stable State-Space Neural-Network Architectures
Sergio Mauricio Vanegas Arias ⋅ Lasse Lensu ⋅ Fredy Ruiz
[ OpenReview] 
Poster
None
PipeFSDP: Efficient Pipeline Parallel under Fully Sharded Data Parallel for Large Language Model Training
Xinglin Pan ⋅ Mingji Han ⋅ Penghao Zhao ⋅ Lin Zheng ⋅ Rayying ⋅ key ⋅ Shaohuai Shi ⋅ Xiaowen Chu
[ OpenReview] 
Poster
None
FrequencyBooster: Advancing Pixel Diffusion for High-Fidelity Image Generation
Lichen Ma ⋅ Zipeng Guo ⋅ Yu He ⋅ Xiaolong Fu ⋅ Luohang Liu ⋅ Jingling Fu ⋅ Junshi Huang ⋅ Yan Li
[ OpenReview] 
Poster
None
WebSpatial: A Benchmarking Framework of Spatial Intelligence via Web-based Runtime Environments
Shaofei Liu ⋅ Weichen Bi ⋅ Yun Ma
[ OpenReview] 
Poster
None
GMO-E²DIT: Grounded Multi-Operation Editing for E-Commerce Images
Zipeng Guo ⋅ Xiaoan Liu ⋅ Lichen Ma ⋅ Cheng Wang ⋅ Yu He ⋅ Xiaolong Fu ⋅ Jingling Fu ⋅ Xinyuan Shan ⋅ Shaojie Guo ⋅ Luohang Liu ⋅ Junshi Huang ⋅ Yan Li
[ OpenReview] 
Poster
None
SMASH: Probing Speech Recognition Robustness via Semantically Targeted Bit Flips
Zafaryab Haider ⋅ Hafizur Rahman ⋅ Aysegul Bumin ⋅ Prabuddha Chakraborty
[ OpenReview] 
Poster
None
Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design
Yijie Lu ⋅ Zhimin Zong ⋅ Junjie Zhang ⋅ Shenghan Su ⋅ Lin Gu ⋅ Ziteng Cui ⋅ Zeyun Zhao ⋅ Yan Pu ⋅ Jing Lu ⋅ Daisuke Kojima ⋅ Ruogu Fang
[ OpenReview] 
Poster
None
The Marauder’s Map: Bézier Manifolds Reveal Hidden Surfaces for Model Merging and Ensembling
Abhiram Iyer ⋅ Mark T Harnett ⋅ Sarthak Chandra
[ OpenReview] 
Poster
None
MDK-MoE: Multi-view Decomposed Kalman Mixture of Experts Framework for Non-stationary Time Series Forecasting
Rui Hou ⋅ Yao Liu ⋅ Ruilin Jiang ⋅ Mengyao Lu ⋅ Jingbo Wang ⋅ Lanyi Zhang ⋅ Qiao Liu
[ OpenReview] 
Poster
None
Neural Structural Reasoner: A Brain-inspired Architecture for Reasoning over Structured Knowledge
Zixing Jia ⋅ Yuhang Pan ⋅ Ni Ji
[ OpenReview] 
Poster
None
Structured Human-Like Agentic Flow for RTL Design
Yu-Tung Liu ⋅ Zhan Song ⋅ Chenhui Deng ⋅ Chia-Tung Ho ⋅ CUNXI YU
[ OpenReview] 
Poster
None
Disentangling Homophilic and Heterophilic Patterns for Multi-Domain Graph Foundation Models
Ziyan Wang ⋅ Ruiyi Fang ⋅ Jingyu Zhao ⋅ Zhimin Mei ⋅ Charles Ling ⋅ Boyu Wang
[ OpenReview] 
Poster
None
Decision-Aware Proximal Bridge Learning for Optimal Treatment Selection
Tomas Garriga ⋅ Alejandro Almodóvar ⋅ Axel Brando ⋅ Gerard Sanz ⋅ Eduard Serrahima de Cambra ⋅ Juan Parras
[ OpenReview] 
Poster
None
IDEAL: Interaction Dynamics and Force-Aware Learning for Dual-Humanoid Collaborative Manipulation
Zhaoyang Li ⋅ Chiyu Zhang ⋅ Chaoyue Li ⋅ Xiao Zhang ⋅ Wanting Li ⋅ Ziyu Chen
[ OpenReview] 
Poster
None
Reinforcement Learning for Diffusion LLMs with Entropy-Guided Step Selection and Stepwise Advantages
Vishnu Teja Kunde ⋅ Fatemeh Doudi ⋅ Mahdi Farahbakhsh ⋅ Dileep Kalathil ⋅ Krishna Narayanan ⋅ JF Chamberland
[ OpenReview] 
Poster
None
Flow+Diff: Unifying Flow and Diffusion Representations for Multivariate Time Series Anomaly Detection
Van K Zhi ⋅ Songnan Lin ⋅ Zhiping Lin ⋅ Bihan Wen
[ OpenReview] 
Poster
None
An Equivariance Principle for Optimizer Design: Symmetry-Compatible Updates for Embeddings, LM Heads, and MoE Routers
Tim Tsz-Kit Lau ⋅ Weijie Su
[ OpenReview] 
Poster
None
SDAE: Semantic-Diversity-Aware Exploration for Efficient Reinforcement Learning in Large Language Models
Jianwen Sun ⋅ Wangzi Shi ⋅ Sannyuya Liu ⋅ Zhiming Wang ⋅ Fengpeng Yue ⋅ Luona Wei ⋅ Qian Wan
[ OpenReview] 
Poster
None
PatchKV: Weight Space Compensation of KV Cache
Chanryeol Lee ⋅ Chanhyuk Lee ⋅ Yeonwoo Choi ⋅ Donggyun Kim ⋅ Seunghoon Hong
[ OpenReview] 
Poster
None
FlowTrack: Controlling Edit-Signal Execution in Inversion-Free Flow Video Editing
Jielun Zhong ⋅ 王迪 ⋅ Jisheng Dang ⋅ Leigang Qu ⋅ Bimei Wang ⋅ Jingwen Zhao ⋅ Wencan Zhang ⋅ Hong Peng ⋅ Bin Hu
[ OpenReview] 
Poster
None
Efficient Streaming Audio-Visual Target Speaker Extraction for Real-World Acoustic Scenes
Wendi Sang ⋅ Kai Li ⋅ Yifan Li ⋅ Jianqiang Huang ⋅ Xiaolin Hu
[ OpenReview] 
Poster
None
SitCom: Scaling Egocentric Multi-Party Spoken Dialogue for Situated Communication Assistance
Heeseung Yun ⋅ Sehun Lee ⋅ Tony Woo ⋅ Yoonji Nam ⋅ Sung-Feng Huang ⋅ Chao-Han H Yang ⋅ Gunhee Kim
[ OpenReview] 
Poster
None
Expanding LLM Agent Boundaries with Strategy-Guided Exploration
Andrew Szot ⋅ Michael Kirchhof ⋅ Omar Attia ⋅ Alexander Toshev
[ OpenReview] 
Poster
None
Physics-Informed Functional Tucker Method with RKHS Factors for Sparse Spatiotemporal Reconstruction
Zhengyang Liu ⋅ Jianguo Huang ⋅ Junxi Hu ⋅ Yucheng Mi ⋅ Haojie Cai ⋅ Wenxuan Shen ⋅ zhikun zhang ⋅ Renfeng Peng ⋅ Guangtao Zhang ⋅ Zhiqiang Liu
[ OpenReview] 
Poster
None
Skipping Domain Shifts: Domain Memory Retention Enhanced Hyperspectral Single-Source Domain Generalization
Taiqin Chen ⋅ Hao Sha ⋅ Xiaochen Feng ⋅ Chunyu Chen ⋅ XiangYu Chen ⋅ Ke Chen ⋅ yongbing zhang
[ OpenReview] 
Poster
None
DEDCA: Test-Time Adaptation for Generalized AI-Generated Image Detection
Hao Tan ⋅ Qimin Zhang ⋅ Lihuang Fang ⋅ Kebing Jin ⋅ Jinghui Qin
[ OpenReview] 
Poster
None
Budgeting Discretion: Theory and Evidence on Street-Level Decision-Making
Gaurab Pokharel ⋅ Sanmay Das ⋅ Patrick J Fowler
[ OpenReview] 
Poster
None
Multi-Scale Representation Learning for Single-Cell Multi-Omics
Zhijie Zheng ⋅ Meng Lan ⋅ Fei Gu
[ OpenReview] 
Poster
None
Context-Aware Autoregressive Image Generation for Emerging Reasoning Properties
Jixuan Ying ⋅ Haoyu Liu ⋅ Timing Yang ⋅ Tingyu Zhu ⋅ Predrag Neskovic ⋅ Anand Bhattad ⋅ Cihang Xie ⋅ Zeyu Zheng ⋅ Alan Yuille ⋅ Feng Wang
[ OpenReview] 
Poster
None
Uncovering the latent structure of interwoven population and temporal codes
Zachary Friedenberger ⋅ Yiwei Cao ⋅ Richard Naud
[ OpenReview] 
Poster
None
Spectral Reversal: Counteracting Singular Value Bias for Graph Prompting
Hanxu Yang ⋅ Yuhuan Zhao ⋅ Xiaodong He ⋅ Zhao Kang
[ OpenReview] 
Poster
None
Stability and Generalization in Looped Transformers
Asher Labovich
[ OpenReview] 
Poster
None
How Data Augmentation Shapes Neural Representations
Tianxiao He ⋅ Alex Williams ⋅ Sarah Harvey
[ OpenReview] 
Poster
None
On the Sparsity of Direct Preference Optimization: Weight Disentanglement in the NTK Regime
Kensuke Sasaki ⋅ Issei Sato
[ OpenReview] 
Poster
None
NeuroFaith: Evaluating Mechanistic Faithfulness of LLM Free Text Self-Explanation at the Concept Level
Milan Bhan ⋅ Jean-Noël Vittaut ⋅ Nicolas CHESNEAU ⋅ Sarath Chandar ⋅ Marie-Jeanne Lesot
[ OpenReview] 
Poster
None
TSQAgent: Rating Time Series Data Quality via Dedicated Agentic Reasoning
Shunyu Wu ⋅ Dan Li ⋅ Haozheng Ye ⋅ Weibin Feng ⋅ Jian Lou ⋅ Bo Zhang ⋅ Wenjie Feng ⋅ Chenjuan Guo ⋅ See-Kiong Ng
[ OpenReview] 
Poster
None
Space-Aware World Models: Spatial Persistence Through Factored Scene Representations
Bruno C Sánchez ⋅ Carlos Eiras-Franco ⋅ Brais Cancela
[ OpenReview] 
Poster
None
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows
Haoran Zhang ⋅ Luxin Xu ⋅ Zhilin Wang ⋅ Runquan Gui ⋅ Shunkai Zhang ⋅ Haodi Lei ⋅ Tong Zhu ⋅ Xiaoye Qu ⋅ Yang Yang ⋅ Yu Cheng ⋅ Yafu Li
[ OpenReview] 
Poster
None
Generative Modeling under Non-Monotone MAR Missingness via Approximate Wasserstein Gradient Flows
Gitte Kremling ⋅ Jeffrey Näf ⋅ Johannes Lederer
[ OpenReview] 
Poster
None
Reducing Credit Assignment Variance via Counterfactual Reasoning Paths
fei ding ⋅ Yongkang Zhang ⋅ youwei wang ⋅ Zijian Zeng
[ OpenReview] 
Poster
None
TrajLift: Encoding Verbal Memory Dynamics via Heat Diffusion on Semantic Hierarchies
Jiawen Kang ⋅ Jinchao Li ⋅ Mingyu Cui ⋅ Junan Li ⋅ Xixin Wu ⋅ Helen Meng
[ OpenReview] 
Poster
None
Asymmetric Hierarchical Anchoring for Robust Audio–Visual Cross-Modal Generalization
Bixing Wu ⋅ Yuhong Zhao ⋅ Zongli Ye ⋅ Jiachen Lian ⋅ Xiangyu Yue ⋅ Gopala Anumanchipalli
[ OpenReview] 
Poster
None
CECAR: Cache & Expert Co-Aware Routing Accelerates On-Device Inference of MoE LLMs
Byeongju Kim ⋅ Hoonki Lee ⋅ Byungjun Kim ⋅ Inyul Ra ⋅ Yongjin Kim ⋅ Yongseong Lee ⋅ Sangyeob Kim
[ OpenReview] 
Poster
None
HuPER: A Human-Inspired Framework for Phonetic Perception
Chenxu Guo ⋅ Jiachen Lian ⋅ Yisi Liu ⋅ Baihe Huang ⋅ Shriyaa Narayanan ⋅ Bixing Wu ⋅ Zoe Ezzes ⋅ Jet Vonk ⋅ Zachary Miller ⋅ Cheol Jun Cho ⋅ Maria Luisa Gorno Tempini ⋅ Gopala Anumanchipalli
[ OpenReview] 
Poster
None
Decide Before You Record: Heterogeneity-Guided Pre-Acquisition Stimulus Selection for Cross-Day Neuroprostheses
Di Wu ⋅ Binglun Huang ⋅ Chengxi Xie ⋅ Zhenxi Song ⋅ Zhiguo Zhang
[ OpenReview] 
Poster
None
State-Resolving Attention for Length-Extrapolating Transformers
Zicheng Liu ⋅ Di Wu ⋅ Jintao Chen ⋅ Di Huang
[ OpenReview] 
Poster
None
InSpect: A Curated Natural History Collection Dataset for Insect Specimen Understanding
Junhao Zhang ⋅ Feng Xu ⋅ Ahalya Ravendran ⋅ Nicole Fisher ⋅ Brendan Tidd ⋅ Lars Petersson ⋅ Dadong Wang ⋅ Xun Li
[ OpenReview] 
Poster
None
MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
Phu-Hoa Pham ⋅ Chi Nguyen Tran ⋅ Phu-Quy Nguyen-Lam ⋅ Dao S Minh ⋅ Trung-Kiet Huynh ⋅ Long Tran-Thanh
[ OpenReview] 
Poster
None
Stable Partial Order Constraints for Temporal Causal Structure Learning
Changxin Rong ⋅ Xiangyu Wang ⋅ Taiyu Ban ⋅ Yanze Gao ⋅ Xingjian Lin ⋅ Huanhuan Chen
[ OpenReview] 
Poster
None
EditFlowSR: Revisable Expression Generation for Symbolic Regression
Yuhong Xu ⋅ Ziyi Yang ⋅ Jinghui Zhong
[ OpenReview] 
Poster
None
Unlocking Compositional Generalization in Continual Few-Shot Learning
Phu-Quy Nguyen-Lam ⋅ Phu-Hoa Pham ⋅ Dao S Minh ⋅ Chi Nguyen Tran ⋅ Trung-Kiet Huynh ⋅ Long Tran-Thanh
[ OpenReview] 
Poster
None
SWE-Crafter: Scaling Executable Multilingual Software Engineering Data with Meta-Skill Agents
Shukai Liu ⋅ Jian Yang ⋅ Bo Jiang ⋅ Junhang Cheng ⋅ Haowen Wang ⋅ Xiao-Hui Li ⋅ Xianglong Liu
[ OpenReview] 
Poster
None
HSCO-Bench: An Agent-Driven End-to-End Hardware-Software Co-design Benchmark for Systems-on-Chip
Pei-Huan Tsai ⋅ Kuan-Lin Chiu ⋅ William Baisi ⋅ Pin-Yu Chen ⋅ Luca P Carloni
[ OpenReview] 
Poster
None
Intervention-Guided Image-Free Classifier Expansion for Fine-Grained Recognition
Xiangyu Wang ⋅ Changxin Rong ⋅ Yanze Gao ⋅ Lyuzhou Chen ⋅ Xiren Zhou ⋅ Huanhuan Chen
[ OpenReview] 
Poster
None
Gauge-Symmetric Dual Lagrangian Frameworks for Born-Oppenheimer Molecular Dynamics
Sungwoo Park ⋅ Jongwon Lee ⋅ Jiwoong Kim ⋅ Hyung-sik Yoon
[ OpenReview] 
Poster
None
ResKV: Residual-based Channel-wise Unstructured Pruning for KV Cache Compression
Yue Chen ⋅ Jinze Li ⋅ Dajiang Liu
[ OpenReview] 
Poster
None
MonoChunk3D: Monocular Online 3D Instance Segmentation with Persistent Instance States
Yibo Zhao ⋅ Jingzhi Zhou ⋅ Yigong Zhang ⋅ Jian Yang ⋅ Jin Xie
[ OpenReview] 
Poster
None
Toward the Goldilocks Blind Compression of Quantum States
Hyunho Cha ⋅ Chae-Yeun Park ⋅ Jungwoo Lee
[ OpenReview] 
Poster
None
AdaSRU: Adaptive Source-Free Recommendation Unlearning via Gradient-Constrained Optimization
Xiaoran Zhao ⋅ Weiming Liu ⋅ Lianyong Qi ⋅ Weiyi Zhong ⋅ Yuwen Liu ⋅ Xiaolong Xu ⋅ Haolong Xiang ⋅ Qiang Ni ⋅ Xuyun Zhang ⋅ Wanchun Dou ⋅ Xiaokang Zhou
[ OpenReview] 
Poster
None
Evaluating AI-based Scientific Knowledge Synthesis with Epidemiological Systematic Reviews
Shreyansh Padarha ⋅ Ryan Othniel Kearns ⋅ Tristan M Naidoo ⋅ Lingyi Yang ⋅ Łukasz Borchmann ⋅ Piotr Blaszczyk ⋅ Christian Morgenstern ⋅ Ruth McCabe ⋅ Sangeeta Bhatia ⋅ Philip Torr ⋅ Jakob Foerster ⋅ Scott Hale ⋅ Thomas Rawson ⋅ Anne Cori ⋅ Elizaveta Semenova ⋅ Adam Mahdi
[ OpenReview] 
Poster
None
NanoFold: Designing Reproducible Protein Structure Benchmarks through Principled Sampling
Chris Hayduk ⋅ Krithik Ramesh
[ OpenReview] 
Poster
None
Provably Efficient Representation Learning for Low-Rank CMDPs
Kaixuan Liu ⋅ GUOJUN XIONG ⋅ Shengpu Tang ⋅ Wanyun Si ⋅ Jian Li
[ OpenReview] 
Poster
None
PORT: Preference Optimization via Robust Token-Level Reweighting
Ding Zhu ⋅ Xiukun Wei ⋅ Tian Xie ⋅ Zhihui Zhu ⋅ Xueru Zhang ⋅ Mohammad Mahdi Khalili
[ OpenReview] 
Poster
None
Holo4D: Holistic 4D Reconstruction as Geometric Control for Video Diffusion
Yushi LAN ⋅ Zeren Jiang ⋅ Koichi Namekata ⋅ Xingang Pan ⋅ Chuanxia Zheng ⋅ Andrea Vedaldi
[ OpenReview] 
Poster
None
Conformal Agent Error Attribution
Naihe Feng ⋅ Yi Sui ⋅ Shiyi Hou ⋅ Ga Wu ⋅ Jesse Cresswell
[ OpenReview] 
Poster
None
OTel: Open Telco AI Datasets, Benchmarks, and Models
Farbod Tavakkoli ⋅ Gregory Diamos ⋅ Kenneth Church ⋅ David Kanter ⋅ Mark Austin ⋅ Imtiaz Karim ⋅ Mirza M Rahman ⋅ Merouane DEBBAH ⋅ Zeinab Nezami ⋅ Ali Maatouk ⋅ Leandros Tassiulas ⋅ Rex Ying ⋅ Nick Sorros ⋅ Louis Powell ⋅ Nikolaos Vasiloglou ⋅ Ashish Vaswani ⋅ Somanshu Singla ⋅ Adarsh Chaluvaraju
[ OpenReview] 
Poster
None
Track4D: Representing Dense 3D Tracking for Video Diffusion Models
Yushi LAN ⋅ Zeren Jiang ⋅ Kelvin Zheng Li ⋅ Xingang Pan ⋅ Chuanxia Zheng ⋅ Andrea Vedaldi
[ OpenReview] 
Poster
None
RTEB: An Overfitting-Resistant Benchmark for Embedding Model Evaluation
Sahil Verma ⋅ Minghan Li ⋅ Andrew Gaut ⋅ Yujie Qian ⋅ Kaidi Cao ⋅ Zhenmei Shi ⋅ Kenneth Enevoldsen ⋅ Roman Solomatin ⋅ Isaac Chung ⋅ Tom Aarsen ⋅ Apoorva Joshi ⋅ Emilia Garcia-Casademont ⋅ Michael Günther ⋅ Niklas Muennighoff ⋅ Yevhen Kostiuk ⋅ Fődi Zoltán ⋅ Tengyu Ma ⋅ Frank Liu
[ OpenReview] 
Poster
None
SayNext-Bench: Why Do LLMs Struggle with Next-Utterance Anticipation?
Yueyi Yang ⋅ Haotian Liu ⋅ Fang Kang ⋅ Mengqi Zhang ⋅ Zheng Lian ⋅ Hao Tang ⋅ Haoyu Chen
[ OpenReview] 
Poster
None
Speculative Decoding Is Per-Token, Not Path
Dai Songyan
[ OpenReview] 
Poster
None
Top-$k$ Identification with Correlated Biased LLM Judges via Anchor Leverage
Sixiong Xie ⋅ Zhuofan Shi ⋅ Haiyang SHEN ⋅ Yun Ma ⋅ Xiang Jing
[ OpenReview] 
Poster
None
Online Learning with Certified Unlearning over Graphs
Ruijie Du ⋅ Yanning Shen
[ OpenReview] 
Poster
None
Sampling-Based Safe Reinforcement Learning
Luca Vignola ⋅ Bruce D Lee ⋅ Manish Prajapat ⋅ Manuel Wendl ⋅ Melanie Zeilinger ⋅ Andreas Krause ⋅ Yarden As
[ OpenReview] 
Poster
None
Continuous-depth Deep Gaussian Processes
Ying Li ⋅ Sanyou Wu ⋅ Zi Yang ⋅ Qiaochu Xu ⋅ YUHAO LIU ⋅ Zhidi Lin ⋅ Michael Minyi Zhang ⋅ Petar Djuric ⋅ alexandre thiery
[ OpenReview] 
Poster
None
LG-Bench: A Graph-Structured Evaluation Benchmark for Life Science
Lu Sun ⋅ Xiangyi Zhang ⋅ Xiangyang Zhu ⋅ Zijian Chen ⋅ Qiang Hu ⋅ Yuan Tian ⋅ Guangtao Zhai
[ OpenReview] 
Poster
None
VSRo-200: A Romanian Visual Speech Recognition Dataset for Studying Supervision and Multimodal Robustness
Iulia-Maria Udrea ⋅ Alexandra Diaconu ⋅ Bogdan Alexe
[ OpenReview] 
Poster
None
Nonconvex Decentralized Stochastic Bilevel Optimization under Heavy-Tailed Noise
Xinwen Zhang ⋅ Yihan Zhang ⋅ Heng Liang ⋅ Hongchang Gao
[ OpenReview] 
Poster
None
UniCustom: Unified Visual Conditioning for Multi-reference Image Generation
Yiyan Xu ⋅ Qiulin Wang ⋅ Wenjie Wang ⋅ Yunyao Mao ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Fuli Feng
[ OpenReview] 
Poster
None
MeshFIM: Local Low-Poly Mesh Editing via Fill-in-the-Middle Autoregressive Generation
Dingdong Yang ⋅ Jian Liu ⋅ Biwen Lei ⋅ Haohan Weng ⋅ Zhuo Chen ⋅ Song Guo ⋅ Hao Zhang ⋅ Ali Mahdavi Amiri ⋅ Chunchao Guo
[ OpenReview] 
Poster
None
When Do Cosine Prototypes Mislead? A Whitening-Aware Benchmark for Frozen-Feature Image Classification
Jian Ding ⋅ Su Yang
[ OpenReview] 
Poster
None
GeoPair: Geometry-Preserving Cross-Layer Factorization for Training-Free Transformer Compression
Baher Mohammad ⋅ Ammar Ali ⋅ Stamatios Lefkimmiatis
[ OpenReview] 
Poster
None
Training Data Attribution in Diffusion Models via Mirrored Unlearning and Noise-Consistent Skew
Joan Serrà ⋅ Dipam Goswami ⋅ Fabio Morreale ⋅ Wei-Hsiang Liao ⋅ Yuki Mitsufuji
[ OpenReview] 
Poster
None
Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations
Sebastian Persson ⋅ Giacomo Fabrini ⋅ Branwen Snelling ⋅ Fabian Fröhlich
[ OpenReview] 
Poster
None
BabyTheorist: A Benchmark for Learning to Theorize the World from Observation Alone
Doojin Baek ⋅ Junyeob Baek ⋅ Mingyu Jo ⋅ Hosung Lee ⋅ Taegu Kang ⋅ Gyubin Lee ⋅ Sungjin Ahn
[ OpenReview] 
Poster
None
ModelLens: Finding the Best for Your Task from Myriads of Models
Rui Cai ⋅ Wenjie Mo ⋅ Xiaofei Wen ⋅ Qiyao Ma ⋅ Wenhui Zhu ⋅ Xiwen Chen ⋅ Muhao Chen ⋅ Zhe Zhao
[ OpenReview] 
Poster
None
Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models
Rui Cai ⋅ Bangzheng Li ⋅ Xiaofei Wen ⋅ Muhao Chen ⋅ Zhe Zhao
[ OpenReview] 
Poster
None
RigRecon: Efficient Rig-Aware Street Reconstruction via Dual-Path Spatio-Temporal Interaction
Jiaming Guo ⋅ Hongcheng Luo ⋅ Cheng Chi_ ⋅ Lijun Zhou ⋅ Bing Wang ⋅ Guang Chen ⋅ Hangjun Ye ⋅ Jiaqi Yang ⋅ Xiaowei Zhou ⋅ Haiyang Sun ⋅ Sida Peng
[ OpenReview] 
Poster
None
How Complete Should a Reference Be? A Benchmark Audit for Fluorescence Spot Detection
Jiyeong Kong ⋅ Pan-Gyun Jeong ⋅ Kyung-Tae Kang
[ OpenReview] 
Poster
None
AgriManager: A Framework and Benchmark for LLM-RL Generalization in Agricultural Management
Chi Gui ⋅ Junwen Zheng ⋅ Ritwik Nigam ⋅ Qianlan Yang ⋅ Meagan Lang ⋅ Vardhan Dongre ⋅ Jeremiah Barr ⋅ Yu-Xiong Wang ⋅ Vikram Adve
[ OpenReview] 
Poster
None
Aligning Forest and Trees in Images & Long Captions for Visually Grounded Understanding
Byeongju Woo ⋅ Zilin Wang ⋅ Byeonghyun Pak ⋅ Sangwoo Mo ⋅ Stella X. Yu
[ OpenReview] 
Poster
None
DriveMind: Mind-Evolving Belief Tracking for Closed-Loop Autonomous Driving
Yan Shi ⋅ Kehua Chen ⋅ Jiarui Qi ⋅ Yihong Tang ⋅ Yinhai Wang ⋅ Liao Haicheng
[ OpenReview] 
Poster
None
The Alternation Depth Principle for Neural Operator Design
Haoze Song ⋅ Zhilu Lai ⋅ Wei Wang
[ OpenReview] 
Poster
None
How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study
Junran Wang ⋅ Xinjie Shen ⋅ Zehao Jin ⋅ Pan Li
[ OpenReview] 
Poster
None
Beyond Steering Vector: Flow-based Activation Steering for Inference-Time Intervention
Zehao Jin ⋅ Ruixuan Deng ⋅ Junran Wang ⋅ Xinjie Shen ⋅ Chao Zhang
[ OpenReview] 
Poster
None
TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models
Yao Xiao ⋅ Qiqian Fu ⋅ Heyi Tao ⋅ Yuqun Wu ⋅ Zhen Zhu ⋅ Derek Hoiem
Poster
None
Reformulating Neural Operators in $d+1$ Dimensions for Embedding Evolution
Haoze Song ⋅ Zhihao Li ⋅ Xiaobo Zhang ⋅ Zecheng Gan ⋅ Zhilu Lai ⋅ Wei Wang
[ OpenReview] 
Poster
None
idSCD: Identifying Training Datasets through Semantic Correlation Descriptors
Ionuț Hodoroagă ⋅ Andrada Gobeajă ⋅ Marius Leordeanu ⋅ Elena Burceanu
[ OpenReview] 
Poster
None
SDHilb: Schrödinger Dynamics-Guided Neural Network with Adaptive Multi-Scale Hilbert Transform for Time Series Forecasting
Caihua He ⋅ Weiyang Ding
[ OpenReview] 
Poster
None
RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering
Deniz Qian ⋅ Hung-Ting Chen ⋅ Eunsol Choi
[ OpenReview] 
Poster
None
Learning Lotteries with Minimal Violations from Membership Queries
Paul W Goldberg ⋅ Nicholas Teh
[ OpenReview] 
Poster
None
Visual Text Compression as Measure Transport
Lv Tang ⋅ Tianyi Zheng ⋅ Yang Liu ⋅ Bo Li ⋅ Xingyu Li
[ OpenReview] 
Poster
None
Attribution-Guided Exit Policy for Reliable Early-Exit Inference
Haseena R P ⋅ Muhammed Ashrah ⋅ Ajith Abraham
[ OpenReview] 
Poster
None
Bridging Safety and Performance in Autonomous Systems using Offline Reinforcement Learning
Mumuksh Tayal ⋅ Manan Tayal ⋅ Ravi Prakash
[ OpenReview] 
Poster
None
The Fault in Our Metrics: Revisiting Generative Model Evaluation with Chamfer Distance
Chirag Vashist ⋅ Vaibhav Santhosh ⋅ Tristan Engst ⋅ Yanshu Zhang ⋅ Ke Li
[ OpenReview] 
Poster
None
LAPrune: Logits-Aligned Scoring Proxy for KV Pruning via Vector Quantization
Mingyang Yu ⋅ Rong-Cheng Tu ⋅ Yifu Ding ⋅ Hanqing Zhao ⋅ Yongcheng Jing ⋅ Xiao Luo ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search
Jialin Lu ⋅ Soonho Kong ⋅ Rodrigo Stehling ⋅ Kaiyu Yang ⋅ Zhangyang "Atlas" Wang ⋅ Weiran Sun ⋅ Wuyang Chen
[ OpenReview] 
Poster
None
Statistical field theory for Markov decision processes under uncertainty
George Stamatescu
Poster
None
Minimax Optimal Early-Stopped Gradient Descent for Gaussian Mixture Classification
Alex Buna-Marginean ⋅ Xiaoqi Liu ⋅ Patrick Rebeschini
[ OpenReview] 
Poster
None
TIB: Sample-wise Tempered Information Bottleneck for Multimodal Attribution beyond Alignment Assumption
Qiming Huang ⋅ Peixi Liu ⋅ Jianbo Jiao
[ OpenReview] 
Poster
None
On the Depth of Monotone ReLU Neural Networks and ICNNs
Egor Bakaev ⋅ Florestan Brunck ⋅ Christoph Hertrich ⋅ Daniel Reichman ⋅ Amir Yehudayoff
[ OpenReview] 
Poster
None
Compute-Optimal Pretrain--Fine-tune in Ridge Gradient Flow
Alex Buna-Marginean ⋅ Fanghui Liu ⋅ Patrick Rebeschini
[ OpenReview] 
Poster
None
TrialAgentBench: Evaluating AI Agents for Clinical-Trial Analysis and Long-Horizon Drug-Development Decisions
Bradley M Segal ⋅ William J Bolton ⋅ Philip Torr ⋅ David Clifton ⋅ Lei Clifton
[ OpenReview] 
Poster
None
Enhancing LLMs with Cognitive-Affective Personality Inference for Simulating Human Social-Psychological Behavior
Zhibo Deng ⋅ Dongyuan Li ⋅ Shuwen Ge ⋅ Ziqing Zhang ⋅ Ying Zhang ⋅ Renhe Jiang
[ OpenReview] 
Poster
None
Think about how AIs think about themselves
Raymond Douglas ⋅ Jan Kulveit ⋅ Ondřej Havlíček ⋅ Theia Pearson-Vogel ⋅ David Duvenaud
[ OpenReview] 
Poster
None
COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression
Denis Makhov ⋅ Dmitriy Shopkhoev ⋅ Magauiya Zhussip ⋅ Ammar Ali ⋅ Baher Mohammad ⋅ Stamatios Lefkimmiatis
[ OpenReview] 
Poster
None
Extending Pretrained 10-Second ECG Foundation Models to Longer Horizons
Wei Tang ⋅ Jinpei Han ⋅ Kangning Cui ⋅ Mattia Carletti ⋅ Fredrik K Gustafsson ⋅ Shreyank Gowda ⋅ Patitapaban Palo ⋅ Anshul Thakur ⋅ Lei Clifton ⋅ Jean-michel Morel ⋅ Raymond H Chan ⋅ David Clifton ⋅ Xiao Gu
[ OpenReview] 
Poster
None
Latent Introspection: Models Can Detect Prior Concept Injections
Theia Pearson-Vogel ⋅ Martin Vanek ⋅ Raymond Douglas ⋅ Jan Kulveit
[ OpenReview] 
Poster
None
ZeoBench: A Benchmark for Self-Supervised Learning on 3D Zeolite Representations
Aaron Sun ⋅ Yachan Liu ⋅ Ping Yang ⋅ Peng Bai ⋅ Subhransu Maji
[ OpenReview] 
Poster
None
Despa: Resolving Spatial Collapse in VLMs via Depth-Grounded Geometry
Yujing Lou ⋅ Pingyi Chen ⋅ Shen Cao ⋅ Lubin Fan ⋅ Yue Wu ⋅ Lizhuang Ma ⋅ Jieping Ye
[ OpenReview] 
Poster
None
Jointly Reinforcing Diversity and Quality in Language Model Generations
Tianjian Li ⋅ Yiming Zhang ⋅ Ping Yu ⋅ Swarnadeep Saha ⋅ Daniel Khashabi ⋅ Jason Weston ⋅ Jack Lanchantin ⋅ Tianlu Wang
[ OpenReview] 
Poster
None
ROCKET: Rapid Optimization via Calibration-guided Knapsack-Enhanced Truncation for Efficient Model Compression
Ammar Ali ⋅ Baher Mohammad ⋅ Denis Makhov ⋅ Dmitriy Shopkhoev ⋅ Magauiya Zhussip ⋅ Stamatios Lefkimmiatis
[ OpenReview] 
Poster
None
Parabolic Position Encoding: Vision-Centric, Principled, Extrapolatable, General
Christoffer Koo Ohrstrom ⋅ Rafael I Muchacho ⋅ Yifei Dong ⋅ Filippos Moumtzidellis ⋅ Ronja Güldenring ⋅ Florian T. Pokorny ⋅ Lazaros Nalpantidis
[ OpenReview] 
Poster
None
FEP-Agent: Grounding LLM Agent Self-Evolution in Active Inference with Semantic Memory
Minghao Chen ⋅ Xinyi Hu ⋅ Zhou Yu ⋅ Yufei Yin
[ OpenReview] 
Poster
None
Balanced Multi-Task Learning from an Optimality-Gap Perspective
Ce Liu ⋅ Jianing Huang ⋅ HUANG Sicheng ⋅ Shu Liu ⋅ Xinyu Huang ⋅ Hao Yang
[ OpenReview] 
Poster
None
SAMoR: Motion Modelling for Articulated Objects of Any Skeleton and Topology
Yuhao Zhang ⋅ Gerard Pons-Moll ⋅ Tolga Birdal
[ OpenReview] 
Poster
None
SarcBench: A Bilingual Benchmark for Contextual Sarcasm Understanding, Response, and Generation
Dihong Huang ⋅ Zhuoyue Chang ⋅ Yuhao Liu ⋅ Zhouting Mo ⋅ Jianxing Yu ⋅ Wenqing Chen ⋅ Jingping Liu
[ OpenReview] 
Poster
None
Semantic Optimal Transport for Sparse Autoencoder Feature Matching and Circuit Compression
Tue M Cao ⋅ Nguyen Do ⋅ My T. Thai
[ OpenReview] 
Poster
None
SciReason: A Controllable Benchmark for Scientific Reasoning in LLMs
Pierre Beckmann ⋅ Marco Valentino ⋅ Andre Freitas
[ OpenReview] 
Poster
None
AI Behavioral Evaluation Should Be Grounded in Psychophysics Across Marr’s Levels
Jonas Mueller ⋅ Bernhard Egger ⋅ Bjoern Eskofier ⋅ Pasquale Minervini ⋅ ANTONIO RIZZO ⋅ Marco Valentino ⋅ Dario Zanca
[ OpenReview] 
Poster
None
Not All Spines Are Created Equal: How CT Segmenters Fail on Lumbosacral Transitional Vertebrae
Gregory Schwing ⋅ Patrick Schwing ⋅ Miraziz Ismoilov ⋅ Nizar Alnabahneh ⋅ Loren Schwiebert
[ OpenReview] 
Poster
None
World–Value–Action Model: Implicit Planning for Vision–Language–Action Systems
Runze Li ⋅ Hongyin Zhang ⋅ Junxi Jin ⋅ Qixin Zeng ⋅ Zifeng Zhuang ⋅ Yiqi Tang ⋅ Shangke Lyu ⋅ Donglin Wang
[ OpenReview] 
Poster
None
What Time Is It? How Data Geometry Makes Time Conditioning Optional for Flow Matching
Alec Helbling ⋅ Sebastian Gutierrez Hernandez ⋅ Benjamin Hoover ⋅ Duen Horng Chau ⋅ Parikshit Ram
[ OpenReview] 
Poster
None
GEAR: A GPU-Accelerated Global Solver for Nonlinear Programs via Linear Bound Propagation
Duo Zhou ⋅ Hesun Chen ⋅ Xiangru Zhong ⋅ Grani A. Hanasusanto ⋅ Huan Zhang
[ OpenReview] 
Poster
None
Gradient Descent’s Last Iterate is Often (slightly) Suboptimal
Guy Kornowski ⋅ Ohad Shamir
[ OpenReview] 
Poster
None
FLARE: Diffusion for Hybrid Language Model
Yuchen Zhu ⋅ Jing Shi ⋅ Chongjian GE ⋅ Hao Tan ⋅ Yiran Xu ⋅ Wanrong Zhu ⋅ Jason Kuen ⋅ Ryan Rossi ⋅ Koustava Goswami ⋅ Rajiv Jain ⋅ Yongxin Chen ⋅ Molei Tao ⋅ Jiuxiang Gu
[ OpenReview] 
Poster
None
DPA: Decentralized Primal Averaging with Quasi-Global Momentum for Highly Heterogeneous Data
Diyako Ghaderyan ⋅ Stefan Werner
[ OpenReview] 
Poster
None
ITPEval: Benchmarking Formal Translation Across Interactive Theorem Provers
Jiayi Wu ⋅ Robert Joseph George ⋅ Animashree Anandkumar
[ OpenReview] 
Poster
None
Prompting Diffusion Models for Zero-Shot Instance Segmentation
İrem Z Alagöz ⋅ Nils Morbitzer ⋅ Andrea Ramazzina ⋅ Nassir Navab ⋅ Federico Tombari ⋅ Stefano Gasperini
[ OpenReview] 
Poster
None
WayPOP: A Panoramic Open-Set Panoptic Tracking Benchmark
Rohit Mohan ⋅ Maximilian Luz ⋅ Swarnava Chowdhury ⋅ Yao Lu ⋅ Florian Drews ⋅ Thomas Nürnberg ⋅ Yakov Miron ⋅ Federico Tombari ⋅ Stefano Gasperini ⋅ Abhinav Valada
[ OpenReview] 
Poster
None
SGNNBench: A Holistic Evaluation of Spiking Graph Neural Networks on Large-scale Graphs
Huizhe Zhang ⋅ Jintang Li ⋅ Yuchang Zhu ⋅ Huazhen Zhong ⋅ Liang Chen
[ OpenReview] 
Poster
None
K9-Bench: Evaluating Multimodal LLMs on Canine-Centric Videos
Khush Attarde ⋅ Yusuf Ali ⋅ Megha Thukral ⋅ Divye Bhutani ⋅ Thomas Ploetz ⋅ Zsolt Kira
[ OpenReview] 
Poster
None
Approximation of Maximally Monotone Operators : A Graph Convergence Perspective
Takashi Furuya ⋅ Yury Korolev ⋅ Takaharu Yaguchi
[ OpenReview] 
Poster
None
AVSD: Adaptive-View Self-Distillation by Balancing Consensus and Teacher-Specific Privileged Signals
Duy Nguyen ⋅ Hanqi Xiao ⋅ Archiki Prasad ⋅ Zaid Khan ⋅ Anirban Das ⋅ Shi-Xiong Zhang ⋅ Sambit Sahu ⋅ Hyunji Lee ⋅ Elias Stengel-Eskin ⋅ Mohit Bansal
[ OpenReview] 
Poster
None
Leveraging unlabelled data for generalizable neural population decoding
Ximeng Mao ⋅ Nanda H Krishna ⋅ Hee-Woon Ryoo ⋅ Matthew G Perich ⋅ Guillaume Lajoie
[ OpenReview] 
Poster
None
StreamPhy: Streaming Inference of High-Dimensional Physical Dynamics via State Space Models
Panqi Chen ⋅ Yifan Sun ⋅ Shikai Fang ⋅ Xiao Fu ⋅ Lei Cheng
[ OpenReview] 
Poster
None
SphereVAD: Training-Free Video Anomaly Detection via Geodesic Inference on the Unit Hypersphere
Chao Huang ⋅ Pengfei Wei ⋅ Wei Wang ⋅ Jie Wen ⋅ Zhihua Wang ⋅ Li Shen ⋅ Wenqi Ren ⋅ Xiaochun Cao
[ OpenReview] 
Poster
None
SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization
Peiyu Zhuang ⋅ Jianquan Yang ⋅ Haodong Li ⋅ Zhuoying Cai ⋅ Ruitao Xie ⋅ Jishen Zeng ⋅ Baoying Chen ⋅ Jiwu Huang ⋅ Xiaochun Cao
[ OpenReview] 
Poster
None
Learning-Augmented Coordination Mechanisms
George Christodoulou ⋅ Vasilis Christoforidis ⋅ Alkmini Sgouritsa ⋅ Ioannis Vlachos
[ OpenReview] 
Poster
None
Text-to-CAD Evaluation with CADTests
Dimitrios Mallis ⋅ Marco Wang ⋅ Ahmet Karadeniz ⋅ Elisa Ricci ⋅ Anis Kacem ⋅ Djamila Aouada
[ OpenReview] 
Poster
None
M3-AD: Reflection-aware Multi-modal, Multi-category, and Multi-dimensional Benchmark and Framework for Industrial Anomaly Detection
Chao Huang ⋅ Yanhui Li ⋅ Hongxi Huang ⋅ Yunkang Cao ⋅ Wei Wang ⋅ Jie Wen ⋅ Zhihua Wang ⋅ Wenqi Ren ⋅ Xiaochun Cao
[ OpenReview] 
Poster
None
MONET: A Massive, Open, Non-redundant and Enriched Text-to-image dataset
Benjamin Aubin ⋅ Gonzalo I Quintana ⋅ Onur Tasar ⋅ Sanjeev Sreetharan ⋅ Urszula Czerwinska ⋅ Damien Henry ⋅ Clément Chadebec
[ OpenReview] 
Poster
None
Towards Explainable Industrial Anomaly Detection via Knowledge-Guided Latent Reasoning
Peng Chen ⋅ Chao Huang ⋅ Yunkang Cao ⋅ Chengliang Liu ⋅ Wei Wang ⋅ wenqiang wang ⋅ Mingbo Yang ⋅ Li Shen ⋅ Wenqi Ren ⋅ Xiaochun Cao
[ OpenReview] 
Poster
None
Emergent Misalignment as Data-Mediated Transfer
Baris Askin ⋅ Muhammed Ustaomeroglu ⋅ Anupam Nayak ⋅ Gauri Joshi ⋅ Guannan Qu ⋅ Carlee Joe-Wong
[ OpenReview] 
Poster
None
Reviving Stale Updates: Data-Free Knowledge Distillation for Asynchronous Federated Learning
Baris Askin ⋅ Holger Roth ⋅ Zhenyu Sun ⋅ Carlee Joe-Wong ⋅ Gauri Joshi ⋅ Ziyue Xu
[ OpenReview] 
Poster
None
SynerVLA: Exploiting Embodied Execution Phases for On-Device Dual-System VLA Acceleration
Qi Lu ⋅ Haotian Xiong ⋅ Ziyu Gong ⋅ TIANJUN SHI ⋅ Lei Xie ⋅ Cheng-Zhong Xu ⋅ Li Li
[ OpenReview] 
Poster
None
Do Semantic Distance Tests Actually Predict Creativity in Large Language Models?
Samuel Schapiro ⋅ Alexi Gladstone ⋅ Jonah Black ⋅ Heng Ji
[ OpenReview] 
Poster
None
When and What to Prune? Stage-Aware Visual Token Pruning for Efficient VLA
TIANJUN SHI ⋅ Haotian Xiong ⋅ Ziyu Gong ⋅ Qi Lu ⋅ Li Li
[ OpenReview] 
Poster
None
Two-Fidelity Best-Action Identification for Stochastic Minimax Tree
Peter Chen ⋅ Xi Chen
[ OpenReview] 
Poster
None
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
Jiacheng Guo ⋅ Ling Yang ⋅ Peter Chen ⋅ Qixin Xiao ⋅ Yinjie Wang ⋅ Xinzhe Juan ⋅ Ke Shen ⋅ Mengdi Wang
[ OpenReview] 
Poster
None
SchedDiff: Diffusion-Based Priority Refinement for Job Shop Scheduling
Dong-Yoon Oh ⋅ Sang-Hyun Cho ⋅ Inguk Choi ⋅ Hyun-Jung Kim
[ OpenReview] 
Poster
None
Do LLMs Feel Social Pressure? Locating and Steering Social Desirability Bias in LLMs
Yi Feng ⋅ Jiaqi Wang ⋅ Wenxuan Zhang
[ OpenReview] 
Poster
None
The parameters in weight-sparse transformers are interpretable
Arnau Marin-Llobet ⋅ Stefan Heimersheim
[ OpenReview] 
Poster
None
GeLVR: Geometry-Consistent Latent Visual Reasoning in Multimodal LLMs
Jiaqi Wang ⋅ Yi Feng ⋅ Xian Wu
[ OpenReview] 
Poster
None
SetAD: Semi-Supervised Anomaly Learning in Contextual Sets
Jianling Gao ⋅ Chongyang Tao ⋅ Xuelian Lin ⋅ Junfeng Liu ⋅ Shuai Ma
[ OpenReview] 
Poster
None
ContractBench: Can LLM Agents Preserve Observation Contracts?
Jicheng Wang ⋅ Yifeng He ⋅ Zili Wang ⋅ Hanwen Xing ⋅ Arkaprava De ⋅ Hao Chen
[ OpenReview] 
Poster
None
COHE: Auditing Non-Transitivity in Sample Difficulty Proxies for Vision Models
Dayena Jeong ⋅ Sunglok Choi
[ OpenReview] 
Poster
None
Learning the Signature of Memorization in Autoregressive Language Models
David Ilić ⋅ Kostadin Cvejoski ⋅ David Stanojević ⋅ Evgeny Grigorenko
[ OpenReview] 
Poster
None
First-Token Attraction in Mamba Dynamics
Trinh T Nguyen ⋅ Duy-Tung Pham ⋅ Minh-Khoi Nguyen-Nhat ⋅ Hoang-Son Do ⋅ Tan Nguyen ⋅ Thieu Vo
[ OpenReview] 
Poster
None
Two-Clustering Regime of Token Dynamics in Causal Attention
Trinh T Nguyen ⋅ Duy-Tung Pham ⋅ Hoang-Son Do ⋅ Tan Nguyen ⋅ Thieu Vo
[ OpenReview] 
Poster
None
Inter-Agent Influence: Evaluating Persuasion, Deception and Coercion in Multi-Agent Systems
Chandler Smith ⋅ Cecilia E Tilli ⋅ Qi Guo ⋅ Sophia Hatz ⋅ David Demitri Africa ⋅ Patricia Paskov ⋅ Christian Schroeder de Witt ⋅ Philip Torr ⋅ Lewis Hammond
[ OpenReview] 
Poster
None
Understanding the Effects of Hyper-Connections on Self-Attention Dynamics: A Bifurcation Analysis
Yen N Pham ⋅ Dung V Nguyen ⋅ Trinh T Nguyen ⋅ Thieu Vo ⋅ Tan Nguyen
[ OpenReview] 
Poster
None
Fast and Stable Triangular Inversion for Delta-Rule Linear Transformers
Aleksandros Sobczyk ⋅ Gioele Gottardo ⋅ Christos K Matzoros ⋅ Mirko De Vita ⋅ Filip Skogh ⋅ Anastasios Zouzias ⋅ Jiawei Zhuang
[ OpenReview] 
Poster
None
A Black-Box Reduction from Regret to Multi-Level Coverage
Tuo Liu ⋅ Edgar Dobriban ⋅ Francesco Orabona
[ OpenReview] 
Poster
None
Less Decoder is More Encoder: Geometric Representation Learning from Novel View Synthesis
Keerthi Kaashyap ⋅ Dennis Anthony ⋅ Akshay Krishnan ⋅ Nhi Nguyen ⋅ Jeremy Collins ⋅ James Hays ⋅ Shreyas Kousik ⋅ Animesh Garg
[ OpenReview] 
Poster
None
Normalizing Flows are Capable Trajectory Planners
Zhaohui Wang ⋅ Bo Xu ⋅ Yingzhi Tang ⋅ He Liu ⋅ Chen Bai
[ OpenReview] 
Poster
None
Revisiting Value Iteration: Unified Analysis of Discounted and Average-Reward Cases
Arsenii Mustafin ⋅ Xinyi Sheng ⋅ Dominik Baumann
[ OpenReview] 
Poster
None
Fair Range k-Supplier Clustering in Offline and Streaming Models
Meiyun Lu ⋅ Wei Yue ⋅ Weihong Wu ⋅ Lin Zeyu ⋅ Longkun Guo
[ OpenReview] 
Poster
None
FedIBS: Federated Vision-Language Adaptation via Intrinsic Bias Selection
Xiaoming Wu ⋅ Wei Wenyu ⋅ Xin Wang ⋅ Ming Yang
[ OpenReview] 
Poster
None
Echoes in Filter Bubble: Diagnosing and Curing Popularity Bias in Generative Recommender Systems
Jun YIN ⋅ Bangguo Zhu ⋅ Peng Huo ⋅ Ruochen Liu ⋅ Hao Chen ⋅ Senzhang Wang ⋅ Shirui Pan ⋅ Chengqi Zhang
[ OpenReview] 
Poster
None
JailBound: A FOL-Guided Jailbreak Evaluation Framework for Revealing Safety Boundaries of LLMs
Fazong Wu ⋅ Ming Yang ⋅ Xin Wang ⋅ Zhenyong Zhang ⋅ Xiaoming Wu
[ OpenReview] 
Poster
None
UniReFP: Robust Unified Fingerprinting for Vision Models against Cross-Task Repurposing Attacks
Ziye Geng ⋅ Guang Yang ⋅ Yihang Chen ⋅ Lingfeng Yao ⋅ Xing Shi ⋅ Miao Pan ⋅ Xin Fu ⋅ Changqing Luo
[ OpenReview] 
Poster
None
Catch-Only-One: Non-Transferable Examples for Model-Specific Authorization
Zihan Wang ⋅ Ethan Ma ⋅ Zhongkui Ma ⋅ Shuofeng Liu ⋅ Akide Liu ⋅ Derui Wang ⋅ Minhui Xue ⋅ Guangdong Bai
[ OpenReview] 
Poster
None
Automata from Agent Traces: Failure and Next-Step Prediction
Seonglae Cho ⋅ Franklin Cardenoso Fernandez ⋅ Umar Mohammed ⋅ Zekun Wu ⋅ Kleyton da Costa ⋅ Ilham Wicaksono ⋅ Adriano Koshiyama
[ OpenReview] 
Poster
None
Correct but Unselectable: The Hidden Interface Tax in Multi-Candidate Reasoning
Qianli Ma ⋅ Zhiqing Tang ⋅ Fanshuai Meng ⋅ Zhi Yao ⋅ Hanshuai Cui ⋅ Weijia Jia
[ OpenReview] 
Poster
None
Prefill-Guided Trace Allocation for Sample-Efficient Test-Time Scaling
Zhi Yao ⋅ Zhiqing Tang ⋅ Hanshuai Cui ⋅ Qianli Ma ⋅ Fanshuai Meng ⋅ Weijia Jia
[ OpenReview] 
Poster
None
DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging
Krishna Khadka ⋅ Yu Lei ⋅ Raghu Kacker ⋅ D. R Kuhn
[ OpenReview] 
Poster
None
CanViT: Toward Active-Vision Foundation Models
Yohaï-Eliel BERREBY ⋅ Sabrina Du ⋅ Audrey Durand ⋅ B. S Krishna
[ OpenReview] 
Poster
None
Control Reinforcement Learning: Token-Level Mechanistic Analysis via Learned SAE Feature Steering
Seonglae Cho ⋅ Zekun Wu ⋅ Adriano Koshiyama
[ OpenReview] 
Poster
None
TimeTok: Granularity-Controllable Time-Series Generation via Hierarchical Tokenization
Seokhyun Lee ⋅ Jaeho Kim ⋅ Changjun Oh ⋅ Mihaela van der Schaar ⋅ Changhee Lee
[ OpenReview] 
Poster
None
Bidirectional Sparse Attention for Faster Video Diffusion Training
Chenlu Zhan ⋅ Wen Li ⋅ Jun Zhang ⋅ chuyu shen ⋅ Hao Zhang
[ OpenReview] 
Poster
None
Learning from the Self-future: On-policy Self-distillation for dLLMs
Yifu Luo ⋅ Zeyu Chen ⋅ Haoyu Wang ⋅ Xinhao Hu ⋅ Yuxuan Zhang ⋅ Zhizhou Sha ⋅ Shiwei Liu
[ OpenReview] 
Poster
None
HaM-World: Soft-Hamiltonian World Models with Selective Memory for Planning
Haoyun Tang ⋅ Haodong Cui ⋅ Keyao Xu ⋅ Zhan-Dong Mei ⋅ Kun Wang
[ OpenReview] 
Poster
None
HyperGen: Learning Structure-Aware Spectral Flows for Hypergraph Generation
Yu Xie ⋅ Junqi Liu ⋅ Hangyuan Du ⋅ Zhiqiang Wang ⋅ Ming Li
[ OpenReview] 
Poster
None
LongBanana: An Expert-Verified Benchmark for Long-Context Multi-Reference Image Synthesis
Haoxiang Cao ⋅ Yuxuan Zhang ⋅ Penghui Du ⋅ Bo Li ⋅ Jiajiong Cao ⋅ Yingying Fan ⋅ Zimeng Wu ⋅ Yifu Luo ⋅ Mingzhe Zheng ⋅ Junwen Miao ⋅ Huaisong Zhang ⋅ YANG YAO ⋅ Yu Wang ⋅ Dongfu Jiang ⋅ Ping Nie ⋅ Wenhu Chen ⋅ Changqian Yu ⋅ Kelsey Allen ⋅ Chaoqun Wang
[ OpenReview] 
Poster
None
Online Learning of Group-Stable Coalition Structures
Saar Cohen ⋅ Michael Wooldridge
[ OpenReview] 
Poster
None
Cross-order Consensus Graph Matching
Yu Xie ⋅ Yiming Zhang ⋅ Xinyan Liang ⋅ Junqi Liu ⋅ Ming Li
[ OpenReview] 
Poster
None
Reward Modeling for Multi-Agent Orchestration
Yeung Tsang ⋅ Zihao Zhao ⋅ Vishal Venkataramani ⋅ Haizhou Shi ⋅ Zixuan Ke ⋅ Semih Yavuz ⋅ Shafiq Joty ⋅ Hao Wang
[ OpenReview] 
Poster
None
Grounded or Fabricated? Unsupervised Detection of LLM Hallucinations via Contextualized Influence on Response Embeddings
Zeyang Ding ⋅ Feng Xiao ⋅ Jicong Fan
[ OpenReview] 
Poster
None
Sample Transform Cost-Based Training-Free Hallucination Detector for Large Language Models
Zeyang Ding ⋅ Xinglin Hu ⋅ Jicong Fan
[ OpenReview] 
Poster
None
Geometric Analysis of Neural Regression Collapse via Intrinsic Dimension
George Andriopoulos ⋅ Zixuan Dong ⋅ Bimarsha Adhikari ⋅ Keith Ross
[ OpenReview] 
Poster
None
GEM: Interpretable Language Models via Geometric Embedding Alignment
Dimitris Tsaras ⋅ Yankun Hong ⋅ Lei Chen ⋅ Zhiyao Xie ⋅ Mingxuan Yuan
[ OpenReview] 
Poster
None
AgentCollabBench: Diagnosing When Good Agents Make Bad Collaborators
Aritra Mazumder ⋅ Shubhashis Roy Dipta ⋅ Nusrat J Lia ⋅ Tanzila Khan ⋅ Kainat R Hossain ⋅ Nehaa Shri ⋅ Humayra Tasnim ⋅ Gour G Shawon ⋅ Shubhrangshu Debsarkar ⋅ Sumaiya A Rani ⋅ Al J Anik ⋅ Debjoty Mitra ⋅ Al N Khan
[ OpenReview] 
Poster
None
Beyond Incremental Beam Search for Compositional Explanations of Neurons
Biagio La Rosa ⋅ Leilani Gilpin
[ OpenReview] 
Poster
None
ASO Atlas 2.0: Evaluating antisense oligonucleotide prediction across the preclinical pipeline
Barney Hill ⋅ Nicola Whiffin ⋅ Carlo Rinaldi ⋅ Stephan J Sanders
[ OpenReview] 
Poster
None
It's All Training: A Fully Synthetic Single-Stage Recipe for LLMs
Pierre-Carl Langlais ⋅ Pieter Delobelle ⋅ Yannick Detrois ⋅ Pavel Chizhov ⋅ Carlos Rosas-Hinostroza ⋅ Neil S Smail ⋅ Benjamin Burtin ⋅ Hanna Shcharbakova ⋅ Ivan P Yamshchikov ⋅ Anastasia Stasenko
[ OpenReview] 
Poster
None
Rethinking Causal Action Tokenization with Conditional Annealing in Flow Matching
Chenyu Zhang ⋅ Yuhang Cao ⋅ Yingxi Lu ⋅ Daru Du ⋅ Jing Shao ⋅ Jiajun Liu ⋅ Ruoqu Chen ⋅ liu cao ⋅ Yicheng Liu ⋅ Hang Zhao ⋅ Mengdi Xu
[ OpenReview] 
Poster
None
E²Gen: Evidential Energy-Based Generation for Fair Federated Graph Learning
Jingbo Wang ⋅ Zitong Shi ⋅ Yuxin Wu ⋅ Zihan Tan ⋅ Qiqi Lin ⋅ Xuankun Rong ⋅ Liangtao Zheng ⋅ Wenke Huang ⋅ Mang Ye
[ OpenReview] 
Poster
None
Seeing Through the Chain: Understanding and Mitigating Hallucinations in Multimodal Large Reasoning Models
Hao Fang ⋅ Jinyu Li ⋅ Jiawei Kong ⋅ Tianqu Zhuang ⋅ Kuofeng Gao ⋅ Bin Chen ⋅ Shu-Tao Xia
[ OpenReview] 
Poster
None
SOPO: Socratic Guided Policy Optimization for Span-Level Hallucination Detection
Jiawei Dong ⋅ Zilong Bai ⋅ Pengtian zhu ⋅ Peng Zhou
[ OpenReview] 
Poster
None
RIGOR: Risk-Gated Topology Adaptation for Robust LLM Multi-Agent Reasoning
Fengyuan Ran ⋅ Yikuan Wang ⋅ Yanming Li ⋅ Wenjie Lu ⋅ Tongtong Wu ⋅ Senquan Yi ⋅ Yuheng Wang ⋅ Qiqi Lin ⋅ Yuxin Wu ⋅ Minghui Zhou ⋅ Naiqiang Tan ⋅ Li Shen
[ OpenReview] 
Poster
None
Argus: A Cross-Regime Benchmark for the Transferability of Uncertainty Quantification in Computer-Use Agents
DIVAKE KUMAR ⋅ Sina Tayebati ⋅ Devashri Naik ⋅ Amanda Rios ⋅ Nilesh Ahuja ⋅ Omesh Tickoo ⋅ Ranganath Krishnan ⋅ Amit Trivedi
[ OpenReview] 
Poster
None
Privacy Amplification Persists under Unlimited Synthetic Data Release
Clément Pierquin ⋅ Aurélien Bellet ⋅ Marc Tommasi ⋅ Matthieu Boussard
[ OpenReview] 
Poster
None
MvFFN: Multi-view Floor-Plan Feed-Forward Network for Unposed Wide-Baseline Panorama Layout Reconstruction
Yuguang Li ⋅ Yichuan Deng ⋅ Zixuan Liu ⋅ Ivaylo Boyadzhiev ⋅ Xiuyuan Wu ⋅ Xinyu Zou ⋅ Linda Shapiro ⋅ Alex Colburn
[ OpenReview] 
Poster
None
DPLC: Dirichlet Process Guided Long-tail Clustering
Letian Cui ⋅ Kun Zhou ⋅ Xulun Ye
[ OpenReview] 
Poster
None
Open-Vocabulary 3D Part Segmentation with Semantic Propagation Hawkes Process
Kejie Shi ⋅ Kun Zhou ⋅ Jieyu Zhao ⋅ Xulun Ye
[ OpenReview] 
Poster
None
NeuroHorizon: Long-Horizon Forward Prediction of Neural Population Activity via Autoregressive Decoding with Hierarchical Memory
Peng Jiang ⋅ Xiaoxuan Jia
[ OpenReview] 
Poster
None
SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking
Zhiwei Li ⋅ Lei Zhu ⋅ Hao Gu ⋅ Xiang Hu ⋅ Yan Wang ⋅ Haitao Mi ⋅ Sirui Han ⋅ Leo Liang ⋅ Zhijiang Guo
[ OpenReview] 
Poster
None
Latent Reasoning in Continuous Space for Unified Multimodal Models
Byungwoo Jeon ⋅ Yoonwoo Jeong ⋅ Hyunseok Lee ⋅ Minsu Cho ⋅ Jinwoo Shin
[ OpenReview] 
Poster
None
RelaVPR: Relation-Based Knowledge Distillation for Efficient Visual Place Recognition
Zheyuan Zhang ⋅ Jiwei Zhang ⋅ Rongjing Cai ⋅ Nihua Shrestha ⋅ Zilong Wang ⋅ Boyu Zhou ⋅ Hong Chen
[ OpenReview] 
Poster
None
MC-H: Multi-Granularity Clustering with Hyperspherical Determinantal Point Process
Yingjie Ge ⋅ Kun Zhou ⋅ Jieyu Zhao ⋅ Xulun Ye
[ OpenReview] 
Poster
None
IMTS-Tokenizer: Time-Aware Tokenization for Irregular Multivariate Time Series Forecasting
Bin Xu ⋅ Yinghua Li ⋅ Linqi Han ⋅ Xiaoyu Li ⋅ Xinghao Yang ⋅ Wei Liu ⋅ Yongshun Gong
[ OpenReview] 
Poster
None
DDGE: Disentangled Dirichlet Geodesic Evaluation for Robust Few-Shot Learning
Yifan Mei ⋅ Kun Zhou ⋅ Zelei Wu ⋅ Jieyu Zhao ⋅ Xulun Ye
[ OpenReview] 
Poster
None
Bug or Feature$^2$: Weight Drift, Activation Sparsity, and Spikes
Egor Shvetsov ⋅ Aleksandr Serkov ⋅ Shokorov Viacheslav ⋅ Redko Dmitry ⋅ Vladislav Goloshchapov ⋅ Evgeny Burnaev
[ OpenReview] 
Poster
None
Escape the Context Manifold: Preventing DiT In-Context Editing via Conditional Flow Hijacking
Yuhao He ⋅ Jinyu Tian
[ OpenReview] 
Poster
None
OBJECT-UNI: A Unified Model for Object-Centric Spatial Understanding and Controllable Generation
Mining Tan ⋅ yinuo Wang ⋅ Ziqi Zhou ⋅ Weize Quan ⋅ Sifei Li ⋅ Jingdong Chen ⋅ DanDan Zheng ⋅ libin wang ⋅ Weiming Dong
[ OpenReview] 
Poster
None
AndroidReality: How Far Are Mobile Agents from the Real World?
Xiaoou Liu ⋅ Longchao Da ⋅ Hanyang Chen ⋅ Yuan Ling ⋅ Hua Wei
[ OpenReview] 
Poster
None
Mechanistic Interpretability Needs Philosophy
Iwan Williams ⋅ Ninell Oldenburg ⋅ Ruchira Dhar ⋅ Joshua Hatherley ⋅ Constanza Fierro ⋅ Nina Rajcic ⋅ Sandrine R Schiller ⋅ Filippos Stamatiou ⋅ Anders Søgaard
[ OpenReview] 
Poster
None
Channel Mixer: A Pretrainable Tokenizer for Scalable Multi-Channel Vision Transformers
Lukas Miklautz ⋅ Lucas Miranda ⋅ Nikola Bulat ⋅ Armin Lambacher ⋅ Dexiong Chen ⋅ Karsten Borgwardt
[ OpenReview] 
Poster
None
CacheMAS: Cache Communication for Single-Pass, Jointly-Optimized Multi-Agent Systems
Chao Ouyang ⋅ Yuyang Bai ⋅ Jun Zhang ⋅ Tianlu Gao ⋅ YuxinDai ⋅ xu peidong ⋅ David W Gao
[ OpenReview] 
Poster
None
DualSteer: Dual-Space Steering for Robust Jailbreak Mitigation of Large Vision Language Models
Haotian Zhu ⋅ Shuchao Pang ⋅ Zhigang Lu ⋅ Jiluan Fan ⋅ Fanzhen Liu ⋅ Xu Zheng ⋅ Xunzhu Tang ⋅ Minhui Xue
[ OpenReview] 
Poster
None
Robust and Scalable Collaborative Learning via Pull-Based Epidemic Communication
Abdellah El Mrini ⋅ Sadegh Farhadkhani ⋅ Rachid Guerraoui
[ OpenReview] 
Poster
None
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation
Hanyu Guo ⋅ JieDong Yang ⋅ Chao Chen ⋅ Longfei Xu ⋅ Kaikui Liu ⋅ Xiangxiang Chu
[ OpenReview] 
Poster
None
Hydra: Towards Transferable Multi-Task Learning on Temporal Graphs
Kiarash Shamsi ⋅ Farimah Poursafaei ⋅ Tran Gia Bao Ngo ⋅ Reihaneh Rabbany ⋅ Baris Coskunuzer ⋅ Guillaume Rabusseau ⋅ Michael Bronstein ⋅ Shenyang Huang ⋅ Cuneyt Akcora
[ OpenReview] 
Poster
None
Models Designed to Forget: Machine Unlearning via Key Deletion
Sonia Laguna ⋅ Jorge da Silva Gonçalves ⋅ Moritz Vandenhirtz ⋅ Alain Ryser ⋅ Irene Cannistraci ⋅ Julia Vogt
[ OpenReview] 
Poster
None
TRACER: Token ReAssignment for Concept ERasure in Generative Recommendation
Ziheng Chen ⋅ Jiali Cheng ⋅ Zezhong Fan ⋅ Diyuan Wu ⋅ Hadi Amiri ⋅ Gabriele Tolomei ⋅ Yang Zhang
[ OpenReview] 
Poster
None
From Claims to Context: Holistic Information Verification Requires Contextual Signals
Emma Kondrup ⋅ Islam Eldifrawi ⋅ Tong Wu ⋅ Zachary Yang ⋅ Sebastian Sabry ⋅ Michael Bronstein ⋅ Jean-François Godbout ⋅ Reihaneh Rabbany ⋅ Shenyang Huang
[ OpenReview] 
Poster
None
OmniGF: A Dual-Branch Vision-Language Framework for Unified Gaze Following
Qiaomu Miao ⋅ Haoyu Wu ⋅ Jingyi Xu ⋅ Minh Hoai ⋅ Dimitris Samaras
[ OpenReview] 
Poster
None
Neural Compression of Long ADMM Trajectory for Multiparametric Quadratic Program
Liang Wu ⋅ Bo Yang ⋅ Xu Yang ⋅ Honghui Zheng ⋅ Yilin Mo ⋅ Jan Drgona
[ OpenReview] 
Poster
None
Lemon: Evidence-Risk-Aware Adaptive Organization for Long-Horizon LLM Agents
Zimo Yin ⋅ Haipeng Jiang ⋅ Kailong Ren ⋅ Zhetao Sun ⋅ Guangyi Lv ⋅ Congli Yin ⋅ Likang Wu ⋅ Hongke Zhao ⋅ Ming He ⋅ Peng Wang ⋅ Jianping Fan
[ OpenReview] 
Poster
None
Attend Locally, Remember Linearly: Linear Attention as Cross-Frame Memory for Autoregressive Video Diffusion
Kunyang Li ⋅ Mubarak Shah ⋅ Yuzhang Shang
[ OpenReview] 
Poster
None
Rollout Pass-Rate Control: Steering Binary-Reward RL Toward Its Most Informative Regime
Tianshu Zhu ⋅ Wenyu Zhang ⋅ Xiaoying Zuo ⋅ Tianlun ⋅ Haotian Zhao ⋅ yucheng-zeng ⋅ Jingnan gu ⋅ Daxiang Dong ⋅ Jianmin Wu
[ OpenReview] 
Poster
None
Inadvertent Context Leakage in Language Models
Jaiden Fairoze ⋅ Neal Mangaokar ⋅ Kamalika Chaudhuri ⋅ Sanjam Garg ⋅ Saeed Mahloujifar
[ OpenReview] 
Poster
None
Better Language Models Require Better Domain-Specific Inductive Biases
Damien Teney ⋅ Liangze Jiang ⋅ Zachary Shinnick ⋅ Hemanth Saratchandran ⋅ Simon Lucey
[ OpenReview] 
Poster
None
Learning Hierarchical Forward Processes For Discrete Diffusion Language Models
Inhyeok Jeong ⋅ Jeongwhan Choi ⋅ Jaehyeon Park ⋅ Noseong Park
[ OpenReview] 
Poster
None
Unbounded Streaming Text-To-Speech with Prefixed Sliding Window Attention
Théodor Lemerle ⋅ Diego A Torres Guarin ⋅ Téo Guichoux ⋅ Nicolas Obin ⋅ Axel Roebel
[ OpenReview] 
Poster
None
Too Aligned to be Real: Detecting AI-Generated Images via Cross-modal Alignment Shift
Haifeng Zhang ⋅ Qinghui He ⋅ Xiuli Bi ⋅ Bo Liu ⋅ Chi-Man Pun ⋅ Bin Xiao
[ OpenReview] 
Poster
None
Deep Learning-based Algebraic Reynolds Stress Closures for RANS simulations of Turbulent Flows
Daniel Dehtyriov ⋅ Jonathan F MacArt ⋅ Justin Sirignano
[ OpenReview] 
Poster
None
Scaling Reward Modeling without Human Supervision
Jingxuan Fan ⋅ Yueying Li ⋅ Zhenting Qi ⋅ Dinghuai Zhang ⋅ Kianté Brantley ⋅ Sham Kakade ⋅ Hanlin Zhang
[ OpenReview] 
Poster
None
Provable Selective Auto-labeling with Reliability Guarantees
Huipeng Huang ⋅ Wenbo Liao ⋅ Huajun Xi ⋅ Hao Zeng ⋅ Mengchen Zhao ⋅ Hongxin Wei
[ OpenReview] 
Poster
None
GPA: General Principled Framework for Linearizing Softmax Attention via KV Cache Approximation
wang ning ⋅ Zekun Li ⋅ Tongxin Bai ⋅ Man Yao ⋅ Chunlei Men ⋅ Guoqi Li
[ OpenReview] 
Poster
None
FASD: Hardware Acceleration for Multi-AI-Agent Discussion
Rui Chu ⋅ Kaiyuan Zhang ⋅ Antian Wang ⋅ Yingjie Lao
[ OpenReview] 
Poster
None
Where Reusable Computation Becomes Detectable: Solution-Frame Path Triage for Modular-Arithmetic Grokking
Ruian Lei ⋅ Ruoxi Jiang ⋅ Marley M Vellasco ⋅ M. Tanveer ⋅ Zenglin Xu
[ OpenReview] 
Poster
None
InterLV-Search: Benchmarking Interleaved Multimodal Agentic Search
Bohan Hou ⋅ Jiuning Gu ⋅ Jiayan Guo ⋅ Ronghao Dang ⋅ Sicong Leng ⋅ Xin Li ⋅ Xuemeng Song ⋅ Jianfei Yang
[ OpenReview] 
Poster
None
Near-Optimal Learning in Parametric Bandits with Action-Dependent Coarsened Feedback
Zhuohua Li ⋅ MAOLI LIU ⋅ Yuwen Huang ⋅ Cheng Wen ⋅ Jie Su ⋅ Cong Tian ⋅ Shengchao Qin ⋅ John C. S. Lui
[ OpenReview] 
Poster
None
Multivariate Time Series Forecasting needs Cross Variable Loss
Kuiye Ding ⋅ Yifan Hu ⋅ Hanchen Wang ⋅ Hao Xue
[ OpenReview] 
Poster
None
VESTA: Visual Exploration with Statistical Tool Agents
William Rudman ⋅ Abhishek Divekar ⋅ Kanishk Jain ⋅ Sebastian Joseph ⋅ Stella Offner ⋅ Matt Lease ⋅ Kyle Mahowald ⋅ Greg Durrett ⋅ Junyi Jessy Li
[ OpenReview] 
Poster
None
Benchmarking Fine-Grained Spatio-Temporal Awareness in Embodied Brain Models
Minghao Zhu ⋅ Zhikai Wang ⋅ Ronghao Dang ⋅ Bohan Hou ⋅ Jiangpin Liu ⋅ Kehan Li ⋅ Jiayan Guo ⋅ Sicong Leng ⋅ Yunxuan Mao ⋅ Yuqian Yuan ⋅ Xiao Lin ⋅ Xin Li ⋅ Deli Zhao
[ OpenReview] 
Poster
None
WorldVLA: A Unified Vision-Language-Action and World Model
Jun CEN ⋅ Siteng Huang ⋅ Yuqian Yuan ⋅ Kehan Li ⋅ Hangjie Yuan ⋅ Chaohui Yu ⋅ Bohan Hou ⋅ Yuming Jiang ⋅ Jiayan Guo ⋅ Xin Li ⋅ Hao Luo ⋅ Fan Wang ⋅ Deli Zhao ⋅ Hao Chen
[ OpenReview] 
Poster
None
Machine Unlearning in Low-Dimensional Feature Subspace
Kun Fang ⋅ Qinghua Tao ⋅ Junxu Liu ⋅ Yaxin Xiao ⋅ Yulin Jin ⋅ Qingqing Ye ⋅ Jian Sun ⋅ Haibo Hu
[ OpenReview] 
Poster
None
Ask in the Crowd: Differentially Private LLM Inference via Dummy-Augmented Shuffling
Zhihao Liu ⋅ Zixiong Guo ⋅ Shuo Shao ⋅ Yu He ⋅ Wenli Wang ⋅ Meihui Chen ⋅ Di Wang ⋅ Yuke Hu
[ OpenReview] 
Poster
None
PerturbReason: A Knowledge-Grounded Benchmark and Framework for Cell-State–Conditioned Mechanistic Reasoning of Perturbation Effects
Dongkwan Kim ⋅ Yiming Gao ⋅ Yining Yang ⋅ Yang Shen
[ OpenReview] 
Poster
None
Rare-Tail Statistics For Learning Biased Gaussian Halfspaces with Label Noise
Prateeti Mukherjee ⋅ Arya Mazumdar ⋅ Harsh Vardhan
[ OpenReview] 
Poster
None
Mini-batch kernel $k$-means
Ben Jourdan ⋅ Gregory Schwartzman
[ OpenReview] 
Poster
None
Natural Jammers: When Non-Robust Features Become Antagonistic
Jiaming Zhang ⋅ Fuyao Zhang ⋅ Pengjun Xie ⋅ Wei Yang Bryan Lim
[ OpenReview] 
Poster
None
RegimeVGGT: Layer-Wise Spatially Preserving Redundancy Removal for Visual Geometry Grounded Transformer
Shuo Lyu ⋅ Jinhao You ⋅ Zhuohang Lyu ⋅ Tanxuan Li ⋅ Zibo Zhao ⋅ Jiaxiang Hu ⋅ Kai Tang ⋅ Yichen Guo
[ OpenReview] 
Poster
None
FusionAudit: Pathway-Conditioned Robustness Auditing for Native Multimodal Models
Jiaming Zhang ⋅ Zherui Li ⋅ Siqi Guo ⋅ Junhao Dong ⋅ Kun Wang ⋅ Wei Yang Bryan Lim
[ OpenReview] 
Poster
None
Grasp-Then-Plan with Failure Attribution: A Closed Two-Stage Framework for Precise and Generalizable Robotic Manipulation
JiahaoXu ⋅ Peiyuan Wang ⋅ Hanzhuo Zhang ⋅ Zihao Yu ⋅ Tianyu Fu ⋅ Hao Chen ⋅ Xuanhao Xiang ⋅ Zixuan Li ⋅ Jianbo Yu ⋅ Chenchen Fu ⋅ Wanyuan Wang
[ OpenReview] 
Poster
None
Distribution Shift in Missing Data Imputation: A Risk-Based Perspective and Importance-Weighted Correction under MAR
Luke Shannon ⋅ Song Liu ⋅ Katarzyna Reluga
[ OpenReview] 
Poster
None
Differentiable Bit-Widths: Co-optimizing Pruning and Quantization via SVD for Ultra-Efficient LLM Compression
Hankyul Kang ⋅ Jongbin Ryu
[ OpenReview] 
Poster
None
PICID: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
Lev Telyatnikov ⋅ Raffael Theiler ⋅ Leandro Von Krannichfeldt ⋅ Olga Fink
[ OpenReview] 
Poster
None
FlashMask-3: Efficient and Expressive Mask-Aware Distributed Attention
Guoxia Wang ⋅ Qianyue He ⋅ Siming Wu ⋅ Haoyang Xie ⋅ Qiwen Bao ⋅ Jinle Zeng ⋅ Jiabin Yang ⋅ Dianhai Yu ⋅ TIAN WU
[ OpenReview] 
Poster
None
A2I: Adjacency-to-Image Structural Encodings for Graph Learning
Heesoo Jung ⋅ Hogun Park
[ OpenReview] 
Poster
None
Scene-Adaptive VLA: Efficient Autonomous Driving via Dynamic Layer Routing
yj YANG ⋅ Quan Yuan ⋅ Fan Jiawei ⋅ Yang Li ⋅ Tiange Fu ⋅ Xiaoyuan Fu ⋅ Guiyang Luo ⋅ Jinglin Li
[ OpenReview] 
Poster
None
Seg3DParts: Segmentation-Grounded Controllable Part-Level 3D Generation
Jiantao Lin ⋅ Meixi Chen ⋅ Yingjie Xu ⋅ Chenbo FU ⋅ Leyi Wu ⋅ Hao CHEN ⋅ Yinchuan Li ⋅ Yingcong Chen
[ OpenReview] 
Poster
None
LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving
Guoxiong Gao ⋅ Zeming Sun ⋅ Jiedong Jiang ⋅ Yutong Wang ⋅ jd xu ⋅ Peihao Wu ⋅ Bryan Dai ⋅ Bin Dong
[ OpenReview] 
Poster
None
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models
Songtao Wei ⋅ Yi Li ⋅ Zhikai Li ⋅ Xu Hu ⋅ Yuede Ji ⋅ Guanpeng Li ⋅ Feng Chen ⋅ Carl Yang ⋅ Zhichun Guo ⋅ Bingzhe Li
[ OpenReview] 
Poster
None
Iterative Nonlinear Computation Underlying Abstract Reasoning
Zitian Gao ⋅ Yilong Chen ⋅ Yihao Xiao ⋅ Xinyu Yang ⋅ Ran Tao ⋅ Haoming Luo ⋅ JY Zhou ⋅ Bryan Dai
[ OpenReview] 
Poster
None
Variational Inference via Entropic Transport Descent
Vincent Pacelli ⋅ Akash Ratheesh Babu ⋅ Evangelos Theodorou
[ OpenReview] 
Poster
None
From Solver Trajectories to Teaching Trajectories: Cognition-Aligned Reasoning Distillation
Yashuo Luo ⋅ Qianren Mao ⋅ ZiqiQin ⋅ Junnan Liu ⋅ Haitao Li ⋅ Qili Zhang ⋅ Yuan Gao ⋅ Zhijun Chen ⋅ Xu Wang
[ OpenReview] 
Poster
None
Machine Unlearning in Diffusion LLMs
Yili Wang ⋅ Yijie Xu ⋅ Lu Dai ⋅ Tairan Huang ⋅ Qianyi Cai ⋅ Huizai Yao ⋅ Tianfu Wang ⋅ Hui Xiong
[ OpenReview] 
Poster
None
Parasite Features: Causal Abstraction Through Spurious Pathways
Denis Sutter ⋅ Qing Yao ⋅ Sasha Boguraev ⋅ Julian Minder ⋅ Antonio Di Maio ⋅ Thomas Hofmann ⋅ Kyle Mahowald ⋅ Tiago Pimentel
[ OpenReview] 
Poster
None
C-LoRA: Continual Low-Rank Adaptation for Pre-trained Visual Models
Xin Zhang ⋅ Liang Bai ⋅ Xian Yang
[ OpenReview] 
Poster
None
Mixed-Curvature Geometric Latent Diffusion Model for Graph Generation
Minxue Qi ⋅ Xian Yang ⋅ Liang Bai
[ OpenReview] 
Poster
None
Mitigating Confidence Miscalibration in Open-World Semi-Supervised Learning
Wenqiang Wu ⋅ wangfeng ⋅ Jiye Liang ⋅ Liang Bai
[ OpenReview] 
Poster
None
MINEGRID: A Multi-Modal Benchmark for LLMs Evaluation on Dynamic Modeling of Power Systems
Duange Guo ⋅ Yujian Yuan ⋅ Shanyu Li ⋅ Xinhua Wu ⋅ Yulong Liu
[ OpenReview] 
Poster
None
Even Sailors Need Calm Seas: Taming the Geometry of VLMs for Fast Adversarial Fine-Tuning
Yuqing Wen ⋅ Junhao Dong ⋅ Ting Peng ⋅ Xudong Zhang ⋅ Jiaming Zhang ⋅ Weiming Liu ⋅ Zhengtao Yao ⋅ Xinghua Qu ⋅ Yew Soon Ong
[ OpenReview] 
Poster
None
Measuring and Decomposing Mode Separation via the Canonical Diffusion
Shaul Tolkowsky ⋅ Ori Meidler ⋅ Or Zuk
[ OpenReview] 
Poster
None
Substrata: Know What You Don't Know
YiZhou Li ⋅ Jinyi Xu ⋅ Qingyi Yang ⋅ Kefan Sun
[ OpenReview] 
Poster
None
StaDy: Factorizing the World into Static and Dynamic via Likelihood Matching
Thomas Ressler-Antal ⋅ Frank Fundel ⋅ Malek Ben Alaya ⋅ Stefan Andreas Baumann ⋅ Björn Ommer
[ OpenReview] 
Poster
None
The Scaling Paradox of Tool-Calling LLM Agents Under Realistic MCP Faults
Antonio Ken Iannillo ⋅ Joshua S Owotogbe ⋅ Roberto Natella ⋅ Francesco Avallone ⋅ Kristina Kudryavtseva ⋅ Indika Kumara
[ OpenReview] 
Poster
None
Structure-Prompted Multimodal Protein Language Model for Preference-Aligned Fitness Prediction
Xiaowen Hu ⋅ Yichao Cao ⋅ Hongyi Huang ⋅ Shan You ⋅ Hao Sun ⋅ Zhenggang Wang ⋅ Xiu Su ⋅ Lei Deng
[ OpenReview] 
Poster
None
EIHMR: Collaborative Human-Camera Estimation for Global Human Mesh Recovery
Junchen Ge ⋅ Zhengqi Zhang ⋅ Hanglei Jin ⋅ Shuzhao Xie ⋅ Yuzhihuang ⋅ Jingwei Xu ⋅ Jingyan Jiang ⋅ Zhi Wang
[ OpenReview] 
Poster
None
Prudent-Banker: No Extra Fees for Baseline Safety in Adversarial Bandits With and Without Delays
Ting Hu ⋅ Luanda Cai ⋅ Emmanouil-Vasileios Vlatakis-Gkaragkounis
[ OpenReview] 
Poster
None
A simple model of co-emergence of grid and place fields
Zhaoze Wang ⋅ Genela Morris ⋅ Dori Derdikman ⋅ Pratik Chaudhari ⋅ Vijay Balasubramanian
[ OpenReview] 
Poster
None
CLAMP: A Sim-to-Real Benchmark for Closed-Loop Kinematic Pose Estimation and Assembly Reasoning
Kevin Murray ⋅ Randolph B Robert ⋅ Petar Z Duric ⋅ Zoran Duric
[ OpenReview] 
Poster
None
Scalable Maximum Entropy Reinforcement Learning for Diffusion Policies via Adjoint Matching
Serge Thilges ⋅ Onur Celik ⋅ Denis Blessing ⋅ Emiliyan Gospodinov ⋅ Gerhard Neumann
[ OpenReview] 
Poster
None
Trading Sensing for Structure: Sparse IMU-EMG Fingertip Force Estimation via Neuro-inspired Structured Modeling
Yang Gao ⋅ Yingjing Xiao ⋅ Junbin Ren ⋅ Chenxu Zhang ⋅ Wenbo Zhang ⋅ Zhanpeng Jin
[ OpenReview] 
Poster
None
Model-Free Assessment of Simulator Fidelity via Quantile Curves
Yu-Shiou Lin ⋅ Kaizheng Wang ⋅ Garud Iyengar
[ OpenReview] 
Poster
None
From Matrix Inversion to Constraints: Provably Tighter Confidence Regions for Importance Weights in Label Shift
Mushan Li ⋅ Kihyun Han ⋅ Yanyuan Ma
[ OpenReview] 
Poster
None
Z-AXIS: From Deterministic Ground to Agentic Depth for Enterprise Evaluation
Zifan Song ⋅ Mianzhi Chang ⋅ Ziyang Liao ⋅ haiyan xu ⋅ Yutong Liu ⋅ Cairong Zhao
[ OpenReview] 
Poster
None
Less Evidence, Better Answering: Gain-Aware Minimal Evidence Subset Selection for Medical QA
Songyue Guo ⋅ Zhao CHEN ⋅ Caleb C Cao ⋅ Lei Chen
[ OpenReview] 
Poster
None
Towards Understanding Self-Pretraining for Sequence Classification
Omar Coser ⋅ Loredana Zollo ⋅ Paolo Soda ⋅ Antonio Orvieto
[ OpenReview] 
Poster
None
Missing Old Logits in Asynchronous Agentic RL: Semantic Mismatch and Repair Methods for Off-Policy Correction
钟 关 ⋅ Yongjian Guo ⋅ Haoran Sun ⋅ Wen Huang ⋅ shuai di ⋅ Xiong J Wu ⋅ Likang Wu ⋅ Hongke Zhao
[ OpenReview] 
Poster
None
Transformers Provably Implement In-Context Reinforcement Learning with Policy Improvement
Haodong Liang ⋅ Lifeng LAI
[ OpenReview] 
Poster
None
TRACE: Tourism Recommendation with Accountable Citation Evidence
Zixu Zhao ⋅ SIJIN WANG ⋅ Yu Hou ⋅ YUANYUAN XU ⋅ Yufan Sheng ⋅ Xike Xie ⋅ Wenjie Zhang ⋅ Won-Yong Shin ⋅ Xin Cao
[ OpenReview] 
Poster
None
Guaranteed Noisy CP Tensor Recovery via Riemannian Optimization on the Segre Manifold
Ke Xu ⋅ Yuefeng Han
[ OpenReview] 
Poster
None
Beyond 3 Million Tokens: A Multi-Modal Foundation Model for Full-Resolution Heliophysics
Sujit Roy ⋅ Johannes Schmude ⋅ Ata A Asanjan ⋅ Thorsten Kurth ⋅ Rohit Lal ⋅ Kshitiz Mandal ⋅ Vishal Gaur ⋅ Harris Abdul Majid ⋅ Nikolaos Dionelis ⋅ Berkay Aydin ⋅ Himanshu Patil ⋅ Andres Munoz-Jaramillo ⋅ Campbell Watson ⋅ Juan Moreno ⋅ Manil Maskey ⋅ Rahul Ramachandran
[ OpenReview] 
Poster
None
Selective Critique for Cost-Aware LLM Agents in Long-Horizon Decision Making
Heewon Park ⋅ Somin Im ⋅ Minhae Kwon
[ OpenReview] 
Poster
None
From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning
Xitai Jiang ⋅ Wenze Lin ⋅ Zihan Tang ⋅ Yang Yue ⋅ Shenzhi Wang ⋅ Gao Huang
[ OpenReview] 
Poster
None
Boosting LLM Reasoning via Human-Inspired Reward Shaping
Wenze Lin ⋅ Zhen Yang ⋅ Xitai Jiang ⋅ Xiaoteng Ma ⋅ Gao Huang
[ OpenReview] 
Poster
None
Reconstructing the Vocal Tract with Differentiable Acoustic Simulation
Eric Chen ⋅ Jin Woo Lee ⋅ Vincent Sitzmann
[ OpenReview] 
Poster
None
Evaluating Depth and Breadth in Test-Time Scaling for Compositional Visual Generation
Shantanu Jaiswal ⋅ Mihir Prabhudesai ⋅ Nikash Bhardwaj ⋅ Zheyang Qin ⋅ Amir Zadeh ⋅ Chuan Li ⋅ Katerina Fragkiadaki ⋅ Deepak Pathak
[ OpenReview] 
Poster
None
CoreQ: Learning-Free Mismatch Correction and Successive Rounding for Quantization
Seohyeon Cha ⋅ Huancheng Chen ⋅ Dongjun Kim ⋅ Haoran Zhang ⋅ Kevin S Chan ⋅ Gustavo De Veciana ⋅ Haris Vikalo
[ OpenReview] 
Poster
None
Articulation in Prime: Primitive-Based Articulated Object Understanding from a Single Casual Video
Arslan Artykov ⋅ Tom Ravaud ⋅ Nicolás Violante ⋅ Vincent Lepetit
[ OpenReview] 
Poster
None
Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation
JINHAO LIANG ⋅ Yixuan Sun ⋅ Anirban Samaddar ⋅ Sandeep Madireddy ⋅ Ferdinando Fioretto
[ OpenReview] 
Poster
None
Learning What to Remember: Test-Time Training via Context Distillation
Zixuan Wang ⋅ Xingyu Dang ⋅ Rui-Jie Zhu ⋅ Zixin Wen ⋅ Hengyu Fu ⋅ Wenhao Chai ⋅ Jason Lee
[ OpenReview] 
Poster
None
GeoMemory: Geometry-Indexed Memory for Long-Horizon Interactive Video Generation
Junchao Huang ⋅ Xinting Hu ⋅ Boyao Han ⋅ Shaoshuai Shi ⋅ Zhuotao Tian ⋅ Tianyu He ⋅ Li Jiang
[ OpenReview] 
Poster
None
Flexformer: Flexible Linear Transformer with Learnable Attention Kernel
Haoran Zhang ⋅ Zisu Dong ⋅ Feng Zhou
[ OpenReview] 
Poster
None
Dynamic Spectral Federated Graph-Level Clustering
Wenxin Zhang ⋅ Xi Xuan ⋅ Guangzhen Yao ⋅ Feng Zhou ⋅ Cuicui Luo ⋅ Renxiang Guan ⋅ Zonghao Ying ⋅ Xiaojian Lin ⋅ yangchen zeng ⋅ Renda Han
[ OpenReview] 
Poster
None
RnR: a meta-solver for causal discovery in undersampled time series data
Mohammadsajad Abavisani ⋅ Kseniya Solovyeva ⋅ David Danks ⋅ Vince D. Calhoun ⋅ Sergey Plis
[ OpenReview] 
Poster
None
BrainVista: Modeling Naturalistic Brain Dynamics as Multimodal Next-Token Prediction
Xuanhua Yin ⋅ Runkai Zhao ⋅ Lina Yao ⋅ Weidong Cai
[ OpenReview] 
Poster
None
ECG Dataset with Multi-Expert Annotations and Delineations
Aram Avetisyan ⋅ Shahane Tigranyan ⋅ Sergey Skorik ⋅ Ariana Asatryan ⋅ Aleksandr Beznosikov ⋅ Yury Markin
[ OpenReview] 
Poster
None
Playing Markov Games Without Observing Payoffs
Daniel Ablin ⋅ Alon Peled-Cohen
[ OpenReview] 
Poster
None
The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment
Rishab Balasubramanian ⋅ Pin-Jie Lin ⋅ Rituraj Sharma ⋅ Mohit Bansal ⋅ Tu Vu
[ OpenReview] 
Poster
None
AlgoPilot: Cross-Paradigm Reasoning in Language Models via Strategy Selection and Guidance
Yilun Hao ⋅ Ruixiao Yang ⋅ Hudson Hilal ⋅ Yongchao Chen ⋅ Kaizhi Qian ⋅ Yada Zhu ⋅ Yang Zhang ⋅ Chuchu Fan
[ OpenReview] 
Poster
None
Early Prediction of Future Behavioral Strategy from Process Traces
Robert Kasumba ⋅ Dennis Barbour ⋅ Chien-Ju Ho
[ OpenReview] 
Poster
None
Learning Evidence Highlighting for Frozen LLMs
Shaoang Li ⋅ Yanhang Shi ⋅ Yufei Li ⋅ Mingfu Liang ⋅ Xiaohan Wei ⋅ Yuchen Pu ⋅ Fei Tian ⋅ Chonglin Sun ⋅ Frank Shyu ⋅ Luke Simon ⋅ Sandeep Pandey ⋅ Xi Liu ⋅ Jian Li
[ OpenReview] 
Poster
None
Seen-Constrained Model-Order Selection for Unknown-$K$ Generalized Category Discovery
Mingfu Yan ⋅ Jiancheng Huang ⋅ HAIPENG LUO ⋅ Yi Huang ⋅ Yuqi Peng ⋅ Qiang Zhou ⋅ Shifeng Chen
[ OpenReview] 
Poster
None
GEAR-Align: Grounding-Evidence-Aware Gradient Routing for Multimodal Alignment
Yu Yongkang ⋅ Haobo Wang ⋅ Meng Chen ⋅ Han Fang ⋅ Xin Wei ⋅ Zhiyu Lin ⋅ Ye Yuan ⋅ Chiming Duan ⋅ Hao Sun ⋅ Haiyang Zhang
[ OpenReview] 
Poster
None
CRAFT: Conflict-Resolved Aggregation for Federated Training
Ziqi Wang ⋅ Qiang Liu ⋅ Nils Thuerey
[ OpenReview] 
Poster
None
Signature Approach for Contextual Bandits with Nonlinear and Path-dependent Rewards
Xin Guo ⋅ Grace He ⋅ Xinyu Li
[ OpenReview] 
Poster
None
Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries
Junhyuk Kwon ⋅ Seungjoon Lee ⋅ Hyejin Park ⋅ Kyle Min ⋅ Jungseul Ok
[ OpenReview] 
Poster
None
From Zero to Hero: Training-Free Custom Concept Spawning in World Models
Kiymet Akdemir ⋅ Pinar Yanardag
[ OpenReview] 
Poster
None
RAGBoost: Robust Tabular Learning via Retrieval-Augmented and Ancillary-Guided Gradient Boosting
Jinlin Wang ⋅ Zhixuan Chen ⋅ Qi Ma
[ OpenReview] 
Poster
None
Formal Conjectures: An Open and Evolving Benchmark for Verified Discovery in Mathematics
Moritz Firsching ⋅ Paul Lezeau ⋅ Salvatore Mercuri ⋅ Miklós Z. Horváth ⋅ Yaël Dillies ⋅ Calle Sönne ⋅ Eric Wieser ⋅ Fred Zhang ⋅ Thomas Hubert ⋅ Blaise Aguera y Arcas ⋅ Pushmeet Kohli
[ OpenReview] 
Poster
None
Cognitive bias benchmarks should incorporate insights from ecological rationality
David Thorstad
[ OpenReview] 
Poster
None
DecompDreamer: A Composition-Aware Curriculum for Structured 3D Asset Generation
Utkarsh Nath ⋅ Rajeev Goel ⋅ Rahul Khurana ⋅ Kyle Min ⋅ Mark Ollila ⋅ Pavan Turaga ⋅ Varun Jampani ⋅ Tejaswi Gowda
Poster
None
Transfer Learning of Linear Regression with Multiple Pretrained Models: Benefiting from More Pretrained Models via Overparameterization Debiasing
Daniel Boharon ⋅ Yehuda Dar
[ OpenReview] 
Poster
None
Leveraging Latent Visual Reasoning in Silence
Dongyao Zhu ⋅ Zhen Wang ⋅ Xi Xiao ⋅ Han Jiang ⋅ Saeed Vahidian ⋅ Wei-Lun (Harry) Chao ⋅ Tanya Berger-Wolf ⋅ Yu Su ⋅ Raju Vatsavai ⋅ Jianyang Gu
[ OpenReview] 
Poster
None
Chem-PerturBridge: a harmonized compendium of small molecule perturbation transcriptomic effects
Artur Szałata ⋅ Olga Novitskaia ⋅ Maiia Shulman ⋅ Matthew Mella ⋅ Altynbek Zhubanchaliyev ⋅ Fabian Theis
[ OpenReview] 
Poster
None
VideoMDM: Towards 3D Human Motion Generation From 2D Supervision
Amir Mann ⋅ Gal M Harari ⋅ Merav keidar ⋅ Or Litany
[ OpenReview] 
Poster
None
ResFusion: Medical Image Fusion Driven by Implicit-Forward Diffusion and Time-aware Joint Optimization
Jiahua Xu ⋅ Dawei Zhou ⋅ Zhengkun Yu ⋅ Lei Hu ⋅ Lecong Xiong ⋅ Zaiyi Liu ⋅ Nannan Wang ⋅ Xinbo Gao
[ OpenReview] 
Poster
None
3DABSeg: Adaptive 3D Ankle Bone Segmentation with Multiscale Feature Fusion Mixture-of-Experts
Yuhan Tang ⋅ Xiaowen Huang ⋅ Tianxing Zhao ⋅ Xiaowen Fu ⋅ Xiaoling Luo ⋅ Yang Zhang ⋅ Hongbo Le ⋅ Xi Zhou ⋅ Linlin Shen
[ OpenReview] 
Poster
None
Scaling Linear Mode Connectivity and Merging to Billion Parameter Pretrained Transformers
Tianyi Li ⋅ Zhiqiang Shen
[ OpenReview] 
Poster
None
LinuxArena: A Control Setting for AI Agents in Live Production Software Environments
Tyler Tracy ⋅ Ram Potham ⋅ Nikolas Kuhn ⋅ Myles Heller ⋅ Anshul Khandelwal ⋅ Cody Rushing ⋅ Henri Lemoine ⋅ Miguel Brandão ⋅ Tomáš Turlík ⋅ Adam Hanson ⋅ Josh Hills ⋅ Amy D Ngo ⋅ Ram Rachum ⋅ Nik Mitchell ⋅ Falko Galperin ⋅ Oscar Sykes ⋅ Pip Arnott ⋅ Samuel P Lima ⋅ Carlos R Giudice ⋅ Matt Goldwater ⋅ Daniel J Popp ⋅ Drew de Wet ⋅ Ruben Castaing ⋅ Qi Guo ⋅ Douw Marx ⋅ Benjamin Shaffrey ⋅ Justin Shenk ⋅ Martin Milbradt ⋅ Hannah Meagher ⋅ Shaheen Ahmed-Chowdhury ⋅ Daniel O'Connell ⋅ Christopher W Canal ⋅ Buck Shlegeris ⋅ Aryan Bhatt
[ OpenReview] 
Poster
None
Trivialized Generative Models on Lie Groups
Neil He ⋅ Meenal Jhajharia ⋅ Qianxi Wu ⋅ Chaoran Cheng ⋅ Arindam Banerjee ⋅ Ge Liu
[ OpenReview] 
Poster
None
Coarse-to-Fine 3D MRI Reconstruction via Resolution-Agnostic Neural Operators
Jiayun (Peter) Wang ⋅ Ruibo Wang ⋅ Valentin Duruisseaux ⋅ Ram Daftari ⋅ Weijie Gan ⋅ Armeet Jatyani ⋅ Boris Bonev ⋅ Animashree Anandkumar
[ OpenReview] 
Poster
None
HERO: Improving the Reliability and Sensitivity of Generative Model Evaluation Using Historical Data
Zhenyu Zhao ⋅ Xinrui Ruan ⋅ Waverly Wei ⋅ Yueshan Zhang ⋅ Zeyu Zheng ⋅ Sui Huang ⋅ Jingshen Wang
[ OpenReview] 
Poster
None
MAdam: Metric-Aware Multi-Objective Adam
Fengbei Liu ⋅ Rachit Saluja ⋅ Sunwoo Kwak ⋅ Ruibo Wang ⋅ Ruining Deng ⋅ Heejong Kim ⋅ Johannes C. Paetzold ⋅ Mert Sabuncu
[ OpenReview] 
Poster
None
Not All Low-Confidence Tokens Are Equal: Calibrated Confidence for Efficient Test-Time Reasoning
Tangyu Jiang ⋅ Haodi Wang ⋅ Yuanbing Zhu ⋅ Xiaojiang Du ⋅ Xiaohua Jia ⋅ Bo Han
[ OpenReview] 
Poster
None
CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use
Zhen Zhang ⋅ Kaiqiang Song ⋅ Sean Wang ⋅ Yebowen Hu ⋅ Weixiang Yan ⋅ Chenyang Zhao ⋅ Henry P Zou ⋅ Haoyun Deng ⋅ Sathish Reddy Indurthi ⋅ Shujian Liu ⋅ Simin Ma ⋅ Xiaoyang Wang ⋅ Xin Wang ⋅ Song Wang
[ OpenReview] 
Poster
None
Primal-Dual Representation Learning for Low-Rank Constrained MDPs
Chenhao Zhou ⋅ zhang chao ⋅ Wensong Bai ⋅ Hanbin Zhao ⋅ Hui Qian
[ OpenReview] 
Poster
None
Stop the Sampler! Classifier-Based Adaptive Stopping for Sampling Kernels
Kirill Korolev ⋅ Nikita Morozov ⋅ Stepan Pavlenko ⋅ Esmeralda S Whitammer ⋅ Sergey Samsonov
[ OpenReview] 
Poster
None
gfnx: Fast and Scalable Library for Generative Flow Networks in JAX
Daniil Tiapkin ⋅ Artem Agarkov ⋅ Nikita Morozov ⋅ Ian Maksimov ⋅ Askar Tsyganov ⋅ Timofei Gritsaev ⋅ Sergey Samsonov
[ OpenReview] 
Poster
None
Breaking the $\sqrt{d}$ Communication Barrier in Federated Sampling with Adaptive Hamiltonian Monte Carlo
Jiajun Liang ⋅ Linxuan Wang ⋅ Guang Lin ⋅ Qifan Song
[ OpenReview] 
Poster
None
Heteroscedastic TrueSkill: Modeling Match Noise and Player Consistency
Philipp Kolbe ⋅ Johann Ukrow ⋅ Anna Kazachkova ⋅ Rainer Schlosser ⋅ Ralf Herbrich
[ OpenReview] 
Poster
None
$\texttt{RNAGenScape}$: property-guided, optimized generation of mRNA sequences with manifold Langevin dynamics
Danqi Liao ⋅ Chen Liu ⋅ Xingzhi Sun ⋅ Dié Tang ⋅ Haochen Wang ⋅ Scott E Youlten ⋅ Srikar Gopinath ⋅ Haejeong Lee ⋅ Ethan C Strayer ⋅ Antonio J Giraldez ⋅ Smita Krishnaswamy
[ OpenReview] 
Poster
None
ActWorld: From Explorable to Interactive World Model via Action-Aware Memory
Zhexiao Xiong ⋅ Yizhi Song ⋅ Hao Kang ⋅ Qing Yan ⋅ Liming Jiang ⋅ Jenson Yang ⋅ ZHOUJIE FU ⋅ Stathi Fotiadis ⋅ Zichuan Liu ⋅ Bo Liu ⋅ Yiding Yang ⋅ Xin Lu ⋅ Nathan Jacobs
[ OpenReview] 
Poster
None
scShapeBench: Discovering geometry from high dimensional scRNAseq data
Andrew J Steindl ⋅ Joao Felipe Rocha ⋅ Brian T Di Bassinga ⋅ Zachary Warren ⋅ Matthew Scicluna ⋅ César Miguel Valdez Córdova ⋅ Shabarni Gupta ⋅ Leire Torices ⋅ Daniel Neumann ⋅ Timothy J Mann ⋅ Ihuan Gunawan ⋅ Dhananjay Bhaskar ⋅ John G Lock ⋅ Christine L Chaffer ⋅ Guy Wolf ⋅ Smita Krishnaswamy
[ OpenReview] 
Poster
None
No-Regret Caching with Delayed Hits
Bowen Jiang ⋅ Chaofan Ma ⋅ Qi Li ⋅ Wang Duo
[ OpenReview] 
Poster
None
Hierarchical Variational Policies for Reward-Guided Diffusion
Kushagra Pandey ⋅ Farrin Sofian ⋅ Jan Niklas Groeneveld ⋅ Felix Draxler ⋅ Stephan Mandt
[ OpenReview] 
Poster
None
PCBInnoBench: Benchmarking LLM Agents on Real-World PCB Design
Fuyuan Xia ⋅ Jiaxin Hu ⋅ Kewei Yu ⋅ Zihan Zhang ⋅ Zheng wei ⋅ Hehan Liang ⋅ Xianyue Chen ⋅ Tongze Zhang ⋅ Xingbo Feng ⋅ Shixiong Kai ⋅ Zhentao Tang ⋅ Yuqi Cui ⋅ Mingxuan Yuan ⋅ Linfeng Zhang ⋅ Qibing Ren ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Generating from Discrete Distributions Using Diffusions: Insights from Random Constraint Satisfaction Problems
Alankrita Bhatt ⋅ Mukur Gupta ⋅ Germain Kolossov ⋅ Andrea Montanari
[ OpenReview] 
Poster
None
Control-Augmented Autoregressive Diffusion for Data Assimilation
Prakhar Srivastava ⋅ Farrin Sofian ⋅ Francesco Immorlano ⋅ Kushagra Pandey ⋅ Stephan Mandt
[ OpenReview] 
Poster
None
Information Parity for Code: The Scope of Transfer in Multilingual Code Models
Alexander Tsvetkov ⋅ Alon Kipnis
[ OpenReview] 
Poster
None
Invisible Ink, Visible Lies: How Production Watermarking Causes LLMs to Hallucinate
Haocheng Ye ⋅ Aoting Hu ⋅ Xinwei Zhang ⋅ Xunzhu Tang ⋅ Shuchao Pang ⋅ Minhui Xue
[ OpenReview] 
Poster
None
SynGS: Synergistic Continual Learning and Change Detection with Gaussian Splatting
Rui Huang ⋅ Haojie Tao ⋅ Sen Gao ⋅ Qing Guo
[ OpenReview] 
Poster
None
Statistical Convergence of Spherical First Hitting Diffusion Models
Simon Bienewald ⋅ Lukas Trottner
[ OpenReview] 
Poster
None
Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
Aaron Spieler ⋅ Georg Martius ⋅ Anna Levina
[ OpenReview] 
Poster
None
Preserving Exploration for LLM Reasoning via Mean Order-Statistic Alignment
Ruotian Peng ⋅ Yi Ren ⋅ Long-Fei Li ⋅ Yandong Wen
[ OpenReview] 
Poster
None
Map-Guided Caching: A Global Perspective for Efficient Diffusion Transformer
Jiaqi Ji ⋅ Ran Yang ⋅ Bo Wei ⋅ Hui Li ⋅ Hee Min Choi
[ OpenReview] 
Poster
None
SCOUT: Planning under Occlusion via Object-Centric World Model Rollouts
Amir Hossain Raj ⋅ Xuesu Xiao
[ OpenReview] 
Poster
None
Dynamic Dual-Feedback Conformal Inference for Time Series Forecasting
Songlin Du ⋅ Ling Luo ⋅ Uwe Aickelin
[ OpenReview] 
Poster
None
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning
Haoqiang Kang ⋅ Xiaokang Ye ⋅ Yuhan Liu ⋅ Siddhant H Mantri ⋅ Lingjun Mao ⋅ James Fleming ⋅ Drishti Regmi ⋅ Lianhui Qin
[ OpenReview] 
Poster
None
Mind the Gap: The Divergent Rebound Dynamics of Diffusion and Autoregressive Model
Qiwen Jin ⋅ Zhengyu Zhou ⋅ Weiwei Liu ⋅ Xiuwen Gong
[ OpenReview] 
Poster
None
Hidden Tails: Certifying Tail-Risk Claims under Selective Labels
El M Mansouri
[ OpenReview] 
Poster
None
Plausibility Is Not Prediction: Contrastive Evidence for LLM-Based Cellular Perturbation Reasoning
XINYU YUAN ⋅ Xixian Liu ⋅ Jianan Zhao ⋅ Ya Shi Zhang ⋅ Hongyu Guo ⋅ Jian Tang
[ OpenReview] 
Poster
None
What Should a Streaming Video Model Remember?
Haonan Ge ⋅ Yiwei Wang ⋅ Hang Wu ⋅ Yujun Cai
[ OpenReview] 
Poster
None
GeneZip: Region-Aware Compression for Long Context DNA Modeling
Jianan Zhao ⋅ Xixian Liu ⋅ Zhihao Zhan ⋅ XINYU YUAN ⋅ Hongyu Guo ⋅ Jian Tang
[ OpenReview] 
Poster
None
Statistical Mixing Guarantees for Contractive Echo State Networks
Pradeep Singh ⋅ Balasubramanian Raman
[ OpenReview] 
Poster
None
Learning Energy-Based Models from Stochastic Interpolants using Spatiotemporal Differences
Hanlin Yu ⋅ RuiKang OuYang ⋅ Partha Kaushik ⋅ Arto Klami ⋅ Michael Gutmann ⋅ Omar Chehab
[ OpenReview] 
Poster
None
Sample complexity of stochastic optimization with integer variables
Hongyu Cheng ⋅ Yinghao Zheng ⋅ Marco Molinaro ⋅ Amitabh Basu
[ OpenReview] 
Poster
None
Steering Visual Generation in Unified Multimodal Models with Understanding Supervision
Zeyu Liu ⋅ Zanlin Ni ⋅ Yang Yue ⋅ Cheng Da ⋅ Huan Yang ⋅ Di ZHANG ⋅ Kun Gai ⋅ Gao Huang
[ OpenReview] 
Poster
None
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
Shenzhi Wang ⋅ Shixuan Liu ⋅ Jing Zhou ⋅ Chang Gao ⋅ Xiong-Hui Chen ⋅ Binghai Wang ⋅ An Yang ⋅ Shiji Song ⋅ Bowen Yu ⋅ Gao Huang ⋅ Junyang Lin
[ OpenReview] 
Poster
None
Counterfactual Instruction Grounding for Vision-Language-Action Models
Shiyu Liu ⋅ Yu Zhou ⋅ Meng Liu ⋅ Xuanming Guo ⋅ Liqiang Nie
[ OpenReview] 
Poster
None
Capricorn: Highly Efficient and Secure Mixture of Experts Inference Framework
Lushan Song ⋅ Xiaojian Liang ⋅ Shishuai Du ⋅ Jun J Sim ⋅ Yingting Liu ⋅ Xin Zhang ⋅ Jiang-Ming Yang ⋅ Pu Duan
[ OpenReview] 
Poster
None
Soft geometric inductive bias for object centric dynamics
Hampus Linander ⋅ Conor Heins ⋅ Marco Perin ⋅ Alexander Tschanz ⋅ Christopher L Buckley
[ OpenReview] 
Poster
None
OmniMechanism Design for Human-AI Collaboration with Impressionable Minds
Tianwei Gao ⋅ Yifei Pang ⋅ Lunjia Hu ⋅ Kate Donahue ⋅ Lihua Lei ⋅ Vahid Tarokh ⋅ Zhun Deng
[ OpenReview] 
Poster
None
Truthful Calibration Errors for Multi-Class Prediction
Yuxuan Lu ⋅ Yifan Wu ⋅ Jason Hartline ⋅ Lunjia Hu
[ OpenReview] 
Poster
None
AVI-HT: Adaptive Vision-IMU Fusion for 3D Hand Tracking
Ziyi Kou ⋅ Ankit Kumar ⋅ Mia Huang ⋅ Taylor Niehues ⋅ Vatsal Mehta ⋅ Ergys Ristani ⋅ Li Guan
[ OpenReview] 
Poster
None
A Graph Foundation Model for Unified Clustering
Renda Han ⋅ Xiaobao Wang ⋅ Longbiao Wang ⋅ Dayu Hu ⋅ Ronghao Fu ⋅ Di Jin
[ OpenReview] 
Poster
None
SH$^2$: A Mathematician-Curated benchmark for Assessing Research-level Math Capabilities of LLMs
Guijin Son ⋅ Seungone Kim ⋅ Catherine Arnett ⋅ Hyunwoo Ko ⋅ Hyein Lee ⋅ Hyeonah Kang ⋅ JIANG LONGXI ⋅ JIN YUN ⋅ JungYup Lee ⋅ Kyungmin Lee ⋅ Sam Y Kim ⋅ Sang Park ⋅ Seunghyeok Hong ⋅ SeungJae Lee ⋅ Seungyeop Yi ⋅ Sunhye Bok ⋅ Yonghoon Ji ⋅ Youngtaek Kim ⋅ Hanearl Jung ⋅ Akari Asai ⋅ Graham Neubig ⋅ Sean Welleck ⋅ Youngjae Yu ⋅ Akshelin R ⋅ Alexander B Ivanov ⋅ Muhammadjon Boboev ⋅ Christian Stump ⋅ Dmitrii Karp ⋅ Dohyun Kwon ⋅ DoYong Kwon ⋅ Duk-Soon Oh ⋅ Giovanni Resta ⋅ Greta Panova ⋅ Huiyun Noh ⋅ Hyungryul Baik ⋅ Hyungsun Bae ⋅ Jeewon Kim ⋅ Ji E Lee ⋅ Jiaqi Liu ⋅ Jieui Kang ⋅ Jimin Kim ⋅ Jon-Lark Kim ⋅ Junseo Yoon ⋅ Junwoo Jo ⋅ Kibeom Kim ⋅ Kiwoon Kwon ⋅ Mario Kummer ⋅ Max Mercer ⋅ Minjun Kim ⋅ Nahyun Lee ⋅ Ng Ze-An ⋅ Rafał M Łochowski ⋅ Raphaël Lachièze-Rey ⋅ Ruichen Zhang ⋅ Sejin Park ⋅ Seonguk Seo ⋅ Shin jaehoon ⋅ Taewoong Eom ⋅ Yeachan Park ⋅ Yongseok Jang ⋅ Youchan Oh ⋅ Zhaoyang Wang ⋅ Zoltán Kovács ⋅ Chae Y Han ⋅ Shinae Shin ⋅ Sunyoung SHIN
[ OpenReview] 
Poster
None
ZO-F2: Low-variance Fisher preconditioner via bilinear estimation for zeroth-order optimization
Hiroshi Sawada ⋅ Yuya Hikima ⋅ Kenta Niwa
[ OpenReview] 
Poster
None
BReD: Block Replay Dithering for Stable Low-Bit EMA Optimizer States
Heshen Zhan ⋅ Youhan Huang ⋅ Yunke Peng ⋅ Yao Wang ⋅ Linghui Kong ⋅ Ziwei Zhu ⋅ Qingyu Han ⋅ Yaoyuan Wang ⋅ Congliang Chen ⋅ Ruoyu Sun
[ OpenReview] 
Poster
None
SurvCancel: A Longitudinal Dataset and Benchmark for Dynamic Order Cancellation Prediction in On-Demand Ride-Sharing Systems
huayang liu ⋅ Mingyu Zheng ⋅ Wei Zhang ⋅ Yijun Bian ⋅ Kai Wang
[ OpenReview] 
Poster
None
SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks
Wai-Chung Kwan ⋅ Aryo Gema ⋅ Joshua O Leang ⋅ Pasquale Minervini
[ OpenReview] 
Poster
None
Rethinking Diffusion Decoding via Structural Commitment
Lipeng Wan ⋅ Anbang Wang ⋅ Zixuan Yang ⋅ Kun Xu ⋅ Xiuxiu Bai ⋅ Xuguang Lan
[ OpenReview] 
Poster
None
AdaCal: Adaptive Calibration for Robust Sparse Attention in Long-Context LLMs
Leqin Xiang ⋅ Yongbin Liu ⋅ Chunping Ouyang ⋅ Ying Yu
[ OpenReview] 
Poster
None
Knowledge-Graph Paths as Intermediate Supervision for Self-Evolving Search Agents
Huyu Wu ⋅ Jun Liu ⋅ Xiaochi Wei ⋅ Yan Gao ⋅ YIWU ⋅ Yao Hu
[ OpenReview] 
Poster
None
StereoPep: Do Molecular Models Understand Stereochemistry? A Benchmark on Synthetic Diastereomeric Peptides
Michael Desgagné ⋅ Amirabbas Kazeminia ⋅ Kübra Kaygisiz ⋅ Bradley Pentelute ⋅ Marinka Zitnik
[ OpenReview] 
Poster
None
Curvature-Dependent Lower Bounds for Riemannian Online Convex Optimization
Hibiki Fukushima ⋅ Shinji Ito
[ OpenReview] 
Poster
None
Replicability is Asymptotically Free in Multi-armed Bandits
Junpei Komiyama ⋅ Shinji Ito ⋅ Yuichi Yoshida ⋅ Souta Koshino
Poster
None
When Language Overrules: Revealing Text Dominance in Multimodal Large Language Models
Huyu Wu ⋅ Meng Tang ⋅ Xinhan Zheng ⋅ Duo Su ⋅ Haiyun Jiang
[ OpenReview] 
Poster
None
The Key to Going Linear: Analysis-Driven Transformer Linearization
Anna Kuzina ⋅ Paul Whatmough ⋅ Babak Ehteshami Bejnordi
[ OpenReview] 
Poster
None
GWScore: A structural diversity metric for consistent text-to-image generation
Francis Snelgar ⋅ Stephen Gould ⋅ Liang Zheng ⋅ Akshay Asthana
[ OpenReview] 
Poster
None
Learning to Synergize Textual and Visual Prompts for Fine-Grained Traffic Element Detection in HD Maps
Xiaoyang Bi ⋅ Haowen Guo ⋅ Caoshengzhe Xue ⋅ Siyuan Li ⋅ TAO XUE ⋅ Dong Liu ⋅ Mengshi Qi
[ OpenReview] 
Poster
None
A Theoretical Framework for Self-Play Theorem Proving Algorithms
Thomas Chen ⋅ Zhiyuan Li
[ OpenReview] 
Poster
None
Deformable 2D Gaussian Splatting
Huibin Li ⋅ Chul M Yeum
[ OpenReview] 
Poster
None
Breakeven complexity: A new perspective on neural partial differential equation solvers
Yijing Zhang ⋅ Nicholas Roberts ⋅ Tanya Marwah ⋅ Misha Khodak
[ OpenReview] 
Poster
None
INSPO : Unlocking Intrinsic Self-Reflection for LLM Preference Optimization
Yu Li ⋅ Tian Lan ⋅ Zhengling Qi
[ OpenReview] 
Poster
None
OPPO: Bayesian Value Recursion for Token-Level Credit Assignment in Policy Optimization
Yu Li ⋅ Rui Miao ⋅ Tian Lan ⋅ Zhengling Qi
[ OpenReview] 
Poster
None
Everything at Every Scale: Scale-Invariant Diffusion with Continuous Super-Resolution
Zixin J Chen ⋅ Zhuo Chen ⋅ Archer Wang ⋅ Jeff Gore ⋅ Bill Freeman ⋅ Congyue Deng ⋅ Marin Soljacic
[ OpenReview] 
Poster
None
3R-Adapter: Retrieval, Rewiring, and Refinement for Efficient Adaptation of 3D Reconstruction Model
Zixiang Ai ⋅ Zhenyu Cui ⋅ Xu Zou ⋅ Jiahuan Zhou
[ OpenReview] 
Poster
None
DriveWAM: Video Generative Priors Enable Scalable World-Action Modeling for Autonomous Driving
Chen Shi ⋅ Jinrui Xu ⋅ Shaoshuai Shi ⋅ Kehua Sheng ⋅ Bo Zhang ⋅ Li Jiang
[ OpenReview] 
Poster
None
VersaCamVLA: Camera-Configurable VLA Policies for Robotic Manipulation
Boyao Han ⋅ Chen Shi ⋅ Jingjing Qian ⋅ Zhuotao Tian ⋅ Li Jiang
[ OpenReview] 
Poster
None
AudioAgentBench: Evaluating Multi-Turn Voice Agents on Real-World Tasks
Gardenia Liu ⋅ Yi-Hao Peng ⋅ Kamryn Ohly ⋅ Oliver Johansson ⋅ Hileamlak Yitayew ⋅ Jaden Zhang ⋅ Grace Li
[ OpenReview] 
Poster
None
Learning What Not to Impute: An Uncertainty-Aware Diffusion Framework for Meaningful Missingness
Lixing Zhang ⋅ Yidong Ouyang ⋅ Weifu Li ⋅ Guang Cheng ⋅ Shixiang Zhu ⋅ Liyan Xie
[ OpenReview] 
Poster
None
Idempotency Exposes Consistency Problems in Sparse Autoencoders
Lennart Stöpler ⋅ Nikolai Bolik ⋅ Artur Andrzejak
[ OpenReview] 
Poster
None
Stable Alpha: Adversarial Invariant Representation Learning for Nonlinear Asset Pricing under Temporal Distribution Shifts
Xiaokang Wang ⋅ Zihe Liu ⋅ Xinghan Qin ⋅ Zihao Yin ⋅ Jidong Yuan ⋅ Qinxuan Zhang ⋅ Xiushuo Hu
[ OpenReview] 
Poster
None
Spectral Alignment in Forward–Backward Representations via Temporal Abstraction
Seyed M Azad ⋅ Jasper Hoffmann ⋅ Iman Nematollahi ⋅ Hao Zhu ⋅ Abhinav Valada ⋅ Joschka Boedecker
[ OpenReview] 
Poster
None
How Should Parallel Langevin Chains Share Noise?
Ryan Farell
[ OpenReview] 
Poster
None
DRIVE: Fine-tuning via Data Contribution- and Diversity-aware Weighting with Prior Regularization
qing liu ⋅ Xinrui Chen ⋅ Weiyao Zhu ⋅ Yi Du ⋅ Ou Wu
[ OpenReview] 
Poster
None
Propagation of Chaos in Contextual Flow Maps
Chen ⋅ Zhengjiang Lin ⋅ Kaizhao Liu ⋅ Philippe Rigollet
[ OpenReview] 
Poster
None
The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction
Yuxi Wang ⋅ Chengkai Jin ⋅ Yufei Liu ⋅ Wenqi Ouyang ⋅ Tianyi Wei ⋅ Zhiwei Zeng ⋅ Siyuan Huang ⋅ Zhiqi Shen ⋅ Xingang Pan
[ OpenReview] 
Poster
None
Co-PiLOT: Constrained Physics-Informed Latent Optimization for Target-Driven Inverse Design
Mahish Kumar Guru ⋅ Mayank Nagar ⋅ Ayush vyas ⋅ Jan Bohlen ⋅ Roland Aydin ⋅ Noomane B Khalifa
[ OpenReview] 
Poster
None
Differentiable Nonlinear Model Predictive Control
Jonathan Frey ⋅ Katrin Baumgärtner ⋅ Gianluca Frison ⋅ Dirk Reinhardt ⋅ Jasper Hoffmann ⋅ Leonard Fichtner ⋅ Joschka Boedecker ⋅ Sebastien Gros ⋅ Moritz Diehl
[ OpenReview] 
Poster
None
What Cohort INRs Encode, and Where to Freeze Them
Vasiliki Sideri-Lampretsa ⋅ Sophie Starck ⋅ Robbie Holland ⋅ Julian McGinnis ⋅ Daniel Rueckert
[ OpenReview] 
Poster
None
Controllable Molecular Generative Foundation Models
Yihan Zhu ⋅ Yuhan Liu ⋅ Weijiang Li ⋅ Tengfei Luo ⋅ Meng Jiang
[ OpenReview] 
Poster
None
ATLAS: Adaptive Temporal Learning for Single-Cell Multi-Omics Alignment and Dynamics
Ye Zhang ⋅ Zijie Fang ⋅ Zhixiang Lin
[ OpenReview] 
Poster
None
AutoHoney: Automating, Deploying, and Evaluating Scheming Honeypots Across Production Codebases
Martin Ciesielski-Listwan ⋅ Alyssia Jovellanos ⋅ Victoria Krakovna
[ OpenReview] 
Poster
None
LLM-Auction: Generative Auction towards LLM-Native Advertising
Chujie Zhao ⋅ Qun Hu ⋅ Shiping Song ⋅ Dagui Chen ⋅ Han Zhu ⋅ Jian Xu ⋅ Bo Zheng
[ OpenReview] 
Poster
None
BucpTSF: Breaking the Uniform Computation Paradigm in Time-Series Forecasting
Hua Wang ⋅ Jinghao Lu ⋅ Fan Zhang
[ OpenReview] 
Poster
None
UltraFlash: Accelerating Megapixel Visual Synthesis
Phuc Lai ⋅ Anh Nguyen ⋅ Phong H Nguyen ⋅ Anh Tran
[ OpenReview] 
Poster
None
Hypergraph Representation Learning with Hyperlink Random Effects
Zimeng Li ⋅ Shihao Wu ⋅ Gongjun Xu ⋅ Ji Zhu
[ OpenReview] 
Poster
None
Prefix Executability: Evaluating Tool-Using Agents Beyond Final Success
Amir H Rezaeian ⋅ Weiyi Sun ⋅ Yassine Benajiba ⋅ Dan Roth
[ OpenReview] 
Poster
None
Asymptotic Anytime-Valid Inference for U-statistics
Leheng Cai ⋅ Qirui Hu ⋅ Weijia Li
[ OpenReview] 
Poster
None
Learning to See Through Language: An Exploration of Language Modeling's Effect on Visual Representations
Mark Endo ⋅ Shiye Su ⋅ Yuhui Zhang ⋅ Serena Yeung-Levy
[ OpenReview] 
Poster
None
DIGS: Distribution-Informed Gaussian Splatting for Training-Free Open-Vocabulary 3D Segmentation
ZHIFAN ZENG ⋅ Wenbo Xiao ⋅ Arcot Sowmya ⋅ Changming Sun
[ OpenReview] 
Poster
None
Harnessing Textual Refusal Directions for Multimodal Safety
Moreno D'Incà ⋅ Nicu Sebe ⋅ Massimiliano Mancini
[ OpenReview] 
Poster
None
Discovering Structurally Plausible and Interpretable Cognitive Models with Large Language Models
Boyoung Kwon ⋅ Jiyoon Seo ⋅ Sang H Lee
[ OpenReview] 
Poster
None
Causal Benchmarks for Multimodal AI Should Measure Categorical Difference, Not Capability Gap
Chinh Hoang ⋅ Mohammad Hasan
[ OpenReview] 
Poster
None
Joint Adaptive Neighborhood Constraint for Offline Multi-Agent Reinforcement Learning
Xiancheng Gao ⋅ Mingxiao Feng ⋅ Lin Liu ⋅ Yuanrui Duan ⋅ Yufeng Shi ⋅ Wengang Zhou ⋅ Houqiang Li
[ OpenReview] 
Poster
None
DexOPE: 6D Object Pose Estimation in Dexterous Manipulation
Ke Wu ⋅ Zhiwei Yang ⋅ Xiangting Meng ⋅ Zicheng Zhang ⋅ Hui Zhang ⋅ Zijun Xu ⋅ Jieru Zhao ⋅ Wenchao Ding
[ OpenReview] 
Poster
None
The Bayesian Origin of the Probability Weighting Function in Human Representation of Probabilities
Xin Tong ⋅ Thi T Hoang ⋅ Xue-Xin Wei ⋅ Michael Hahn
[ OpenReview] 
Poster
None
Projected Neural Additive Models as Universal Approximators
Nhon N Phan ⋅ Qiang Du ⋅ John D Clayton ⋅ WaiChing Sun
[ OpenReview] 
Poster
None
AudioGS: High-Fidelity Neural Audio Compression via Continuous Gaussian Splatting
Ron Aluf ⋅ Alon Canfi ⋅ Eliya Nachmani
[ OpenReview] 
Poster
None
OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework
Ben Chen ⋅ Siyuan Wang ⋅ Yufei Ma ⋅ Zihan Liang ⋅ Han Li ⋅ Chenyi Lei ⋅ Wenwu Ou ⋅ Kun Gai
[ OpenReview] 
Poster
None
A Unifying Perspective on Language Model Interpretability
Zhang Enyan ⋅ R. Thomas McCoy
[ OpenReview] 
Poster
None
SD-Search: Hindsight Self-Distillation for Search-Augmented Reasoning
Yufei Ma ⋅ Zihan Liang ⋅ Ben Chen ⋅ Zhipeng Qian ⋅ Huangyu Dai ⋅ Lingtao Mao ⋅ Xuxin Zhang ⋅ Chenyi Lei ⋅ Wenwu Ou
[ OpenReview] 
Poster
None
Mixture of Attribute-Aware Attention Experts for Fine-grained E-Commerce Composed Image Retrieval
Yufei Ma ⋅ Zihan Liang ⋅ Zhipeng Qian ⋅ Huangyu Dai ⋅ Lingtao Mao ⋅ Ben Chen ⋅ Chenyi Lei ⋅ Wenwu Ou
[ OpenReview] 
Poster
None
Sticky Jump Diffusions: A Unifying Framework for Discrete, Continuous, and Hybrid Diffusion
Pascal J Dube ⋅ Patrick Pynadath ⋅ Jeremy Lu ⋅ Yuan Gao ⋅ Ruqi Zhang
[ OpenReview] 
Poster
None
Generative Control as Optimization: Time Unconditional Flow Matching for Adaptive and Robust Robotic Control
Zunzhe Zhang ⋅ Runhan Huang ⋅ Yicheng Liu ⋅ Shaoting Zhu ⋅ Linzhan Mou ⋅ Hang Zhao
[ OpenReview] 
Poster
None
TIGER-FG: Text-Guided Implicit Fine-Grained Grounding for E-commerce Retrieval
Xinyu Sun ⋅ Huangyu Dai ⋅ Lingtao Mao ⋅ Zexin Zheng ⋅ Zihan Liang ⋅ Ben Chen ⋅ Chenyi Lei ⋅ Wenwu Ou
[ OpenReview] 
Poster
None
Values Are Not Single Labels: Distributional Value Profiling Across Groups and Contexts
Woojin Kim ⋅ Jaeyoung Do
[ OpenReview] 
Poster
None
MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge
Guangchen Lan ⋅ Sipeng Zhang ⋅ Tianle Wang ⋅ Yuwei Zhang ⋅ Xinpeng Wei ⋅ Daoan Zhang ⋅ Xiaoman Pan ⋅ Hongming Zhang ⋅ Dong-Jun Han ⋅ Christopher Brinton
[ OpenReview] 
Poster
None
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
bochao liu ⋅ Zhipeng Qian ⋅ yang zhao ⋅ Xinyuan Jiang ⋅ Zihan Liang ⋅ Yufei Ma ⋅ Junpeng Zhuang ⋅ Ben Chen ⋅ Shuo Yang ⋅ Hongen Wan ⋅ Yao Wu ⋅ Chenyi Lei
[ OpenReview] 
Poster
None
OrangeTree: A Linear and Tree-based Time Series Forecasting Model Supporting Multiple Input and Output Lengths
Yiqi Tang ⋅ Zhichen Lai ⋅ Yuxuan Yang ⋅ Dalin Zhang ⋅ Jinpeng Chen ⋅ Gang Chen ⋅ Huan Li
[ OpenReview] 
Poster
None
Dynamic Video Generation: Shaping Video Generation Across Time and Space
Shikang Zheng ⋅ Jingkai Huang ⋅ Jiacheng Liu ⋅ Guantao Chen ⋅ Lixuan He ⋅ Yuqi Lin ⋅ Peiliang Cai ⋅ Linfeng Zhang
[ OpenReview] 
Poster
None
Few-shot Task Learning via Compositional Concept Inference
Hanming Ye ⋅ Yiding Song ⋅ Yilun Du
[ OpenReview] 
Poster
None
Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds
Yiding Song ⋅ Hanming Ye
[ OpenReview] 
Poster
None
FourierMoE: Fourier Mixture-of-Experts Adaptation of Large Language Models
Juyong Jiang ⋅ Fan Wang ⋅ Hong Qi ⋅ Sunghun Kim ⋅ Jing Tang
[ OpenReview] 
Poster
None
Jump Start Your Policy Learning with Lessons from 145,000 Training Runs
Nabil Omi ⋅ Chung Y Yeung ⋅ Eric Bae ⋅ Siddhartha Sen ⋅ Ali Farhadi
[ OpenReview] 
Poster
None
Accuracy of Noise Ceiling Estimators for Brain Scores
Aude Maier ⋅ Lucas Gruaz ⋅ Martin Schrimpf ⋅ Johanni Brea
[ OpenReview] 
Poster
None
Synthetic Anchor-Assisted Prototype Alignment for Heterogeneous Federated Learning
Zhihao Hao ⋅ Bob Zhang
[ OpenReview] 
Poster
None
KINDER: Kernel-based Independence for Fair Representation Learning via Prototype-space Erasure
Abtin Mogharabin ⋅ Jiaee Cheong ⋅ Alp T Kaplan ⋅ Sinan Kalkan
[ OpenReview] 
Poster
None
CodeScaler: Scaling Code LLM Training and Test-Time Inference via Reward Models
Xiao Zhu ⋅ Xinyu Zhou ⋅ Boyu Zhu ⋅ Hanxu Hu ⋅ Mingzhe Du ⋅ Haotian Zhang ⋅ Huiming Wang ⋅ Zhijiang Guo
[ OpenReview] 
Poster
None
Simple Baselines are Competitive with Code Evolution
Yonatan Gideoni ⋅ Sebastian Risi ⋅ Yarin Gal
[ OpenReview] 
Poster
None
Training Transformers for KV-Cache Compressibility
Yoav Gelberg ⋅ Yam Eitan ⋅ Michael Bronstein ⋅ Yarin Gal ⋅ Haggai Maron
[ OpenReview] 
Poster
None
SALART-VQA: Diagnosing Whether VLMs Understand Salient Artifacts in Generated Images
Xiaoxiao Sun ⋅ Ruotian Zhang ⋅ Junzhe Huang ⋅ James Burgess ⋅ Serena Yeung-Levy
[ OpenReview] 
Poster
None
Selective Safety Steering via Value-Filtered Decoding
Bat-Sheva Einbinder ⋅ Hen Davidov ⋅ Yee Whye Teh ⋅ Yarin Gal ⋅ Yaniv Romano
[ OpenReview] 
Poster
None
Uncertainty Aware SURE Transfer Learning for Classification Problems
Haoyue Li ⋅ Shubo Li ⋅ Runze Li
[ OpenReview] 
Poster
None
LIPAR: Latent Inter-Frame Pruning with Attention Recovery
Dennis Y Menn ⋅ Yuedong Yang ⋅ Bokun Wang ⋅ Xiwen Wei ⋅ Mustafa Munir ⋅ Feng Liang ⋅ Radu Marculescu ⋅ Chenfeng Xu ⋅ Diana Marculescu
[ OpenReview] 
Poster
None
Bridging the Gap: Position-Independent Cache Reuse for Hybrid SSM-Attention Architectures
Weikang Wang ⋅ Xin Zhou ⋅ Haiyang Liu ⋅ Lei Wang ⋅ Jun Liu ⋅ Weifeng Zhang
[ OpenReview] 
Poster
None
Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models
Junhao Liu ⋅ Jian-Wei Zhang ⋅ Tao Huang ⋅ Miles Yang ⋅ Zhao Zhong ⋅ Liefeng Bo
[ OpenReview] 
Poster
None
Adaptive Test Case Discovery for LLM-Assisted Decision Making in High-Stakes Domains
Anjali Parashar ⋅ Carson Sobolewski ⋅ Yingke Li ⋅ Fei Chen ⋅ Chuchu Fan
[ OpenReview] 
Poster
None
Competing Event Models: Next Event Prediction Under Interventions
Yoav Wald ⋅ Xiang Gao ⋅ Sumit Chopra ⋅ Juho Lee ⋅ Rajesh Ranganath
[ OpenReview] 
Poster
None
Co-GRPO: Co-Optimized Group Relative Policy Optimization for Masked Image Generation
Renping Zhou ⋅ Zanlin Ni ⋅ Tianyi Chen ⋅ Zeyu Liu ⋅ Yang Yue ⋅ Yulin Wang ⋅ Yuxuan Wang ⋅ Jingshu Liu ⋅ Gao Huang
[ OpenReview] 
Poster
None
Driving on Memory
Christian Löwens ⋅ Thorben Funke ⋅ Alexandru P P Condurache
[ OpenReview] 
Poster
None
IDEAFix: Evaluation Framework for Creative Defixation Prompting in LLMs
Florian Carichon ⋅ Soumya Sharma ⋅ Meaghan J Girard ⋅ Romain Rampa ⋅ Golnoosh Farnadi
[ OpenReview] 
Poster
None
EpiStream: Utility-Aware Temporal Abstraction for Dense-Action Streams
Tan K Ze ⋅ Ran Zhang ⋅ Feng Yichao ⋅ Matthew H Jie ⋅ Dong Fang
[ OpenReview] 
Poster
None
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles
Yuyao Ge ⋅ Yiwei Wang ⋅ Yuchen He ⋅ Baolong Bi ⋅ Lingrui Mei ⋅ Jiayu Yao ⋅ Lizhe Chen ⋅ Shenghua Liu
[ OpenReview] 
Poster
None
Hydra-X: Native Unified Multimodal Models with Holistic Visual Tokenizers
Guozhen Zhang ⋅ Xuerui Qiu ⋅ Yutao Cui ⋅ Tianhui Song ⋅ Changlin Li ⋅ Junzhe Li ⋅ Tao Huang ⋅ Xiao Zhang ⋅ Yang Li ⋅ Jianbing Wu ⋅ Miles Yang ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Limin Wang
[ OpenReview] 
Poster
None
Verification-Guided Abstraction Generation with Large Language Models for Generalized Planning
Zhenhe Cui ⋅ Huaxiang Xia ⋅ Hangjun Shen ⋅ Kailun Luo ⋅ Yong He ⋅ LiangWei
[ OpenReview] 
Poster
None
TGRL: Temperature-Grouped Reinforcement Learning for Efficient Exploration in LLMs
Zihan Lin ⋅ Xiaohan Wang ⋅ Jie Cao ⋅ Jiajun Chai ⋅ Wei Lin ⋅ Guojun Yin ⋅ Ran He
[ OpenReview] 
Poster
None
Why DiT Models Underperform as Representation Learners without Long Skip Connections
Benyuan Meng ⋅ Yiliang Zhang ⋅ Jin-Wen Wu ⋅ Qianqian Xu ⋅ Qingming Huang ⋅ Longtao Huang
[ OpenReview] 
Poster
None
Dexterous Skill Discovery via Topology-Aware Wasserstein Dependency
James Heald ⋅ Kai Biegun ⋅ Alexandre Galashov ⋅ Maneesh Sahani
[ OpenReview] 
Poster
None
GazeFlow: From Human Gaze Behavior to Generative Egocentric Gaze Prediction
Sheng Zhao ⋅ Weikai Lin ⋅ Yuhao Zhu
[ OpenReview] 
Poster
None
Multidimensional Observer Model and Perceptual Dimensions of Human Image Quality Assessment
Sheng Zhao ⋅ Weikai Lin ⋅ Yuhao Zhu
[ OpenReview] 
Poster
None
Non-Asymptotic Best Policy Identification Guarantees in Online Reinforcement Learning
Joseph Lazzaro ⋅ Alessio Russo ⋅ Aldo Pacchiano
[ OpenReview] 
Poster
None
Stress-Testing Neural Network Verifiers with Provably Robust Instances
David Troxell ⋅ Yulia Alexandr ⋅ Sofia Hunt ⋅ Stephanie Lei ⋅ Guido Montufar
[ OpenReview] 
Poster
None
Reading Attribution from Attention: Evidence Heads as Latent Attribution Mechanisms in LLMs
Qi Wu ⋅ Jianfeng Qu ⋅ Peng-Fei Zhang ⋅ Yanzhe Ji ⋅ Siyu Li ⋅ Wei Chen ⋅ Zhixu Li ⋅ Jiajie Xu
[ OpenReview] 
Poster
None
Chain-of-Correction: Progress-Aware Policy Steering via Anchor-Grounded Predictive Reasoning
Xuening Zhang ⋅ Xiang Deng ⋅ Jiayi Lin ⋅ Qi Lv ⋅ Xingbo Liu ⋅ Weili Guan
[ OpenReview] 
Poster
None
PCDFusion: Proposal-Context-Detail Bayesian Rendering for Infrared-Visible Image Fusion
Rui Liu ⋅ Lin Gu ⋅ Hesong Li ⋅ Ying Fu
[ OpenReview] 
Poster
None
Progressive Pseudo-label Self-balancing Towards Unsupervised Vision-Language Models Adaptation
Si Qin ⋅ Yaxin Hou ⋅ Jiawei Tang ⋅ Yuheng Jia
[ OpenReview] 
Poster
None
Focus Matters: Attention-Value Dynamics for Hallucination Mitigation in Vision-Language Models
Sohyeon Kim ⋅ Sang Y Yoon ⋅ Kyeongbo Kong
[ OpenReview] 
Poster
None
GATE-AD: Graph Attention Network Encoding for Few-Shot Industrial Visual Anomaly Detection
Aggelos Psiris ⋅ Yannis Panagakis ⋅ Maria Vakalopoulou ⋅ Georgios T Papadopoulos
[ OpenReview] 
Poster
None
CEO-Bench: Can Agents Play the Long Game?
Haozhe Chen ⋅ Karthik Narasimhan ⋅ Zhuang Liu
[ OpenReview] 
Poster
None
Bayes-pFCL:Bayesian Personalized Federated Continual Learning
qingyang yu ⋅ Yang Hua ⋅ Hao Wang ⋅ Yue Ning ⋅ Qizhen Zhang ⋅ Hao Wang
[ OpenReview] 
Poster
None
Precision As You Need: Stochastic Computing Is a Dense Adaptive Quantizer
Haoran Jin ⋅ Kangqi Zhang ⋅ Jirong Yang ⋅ Barry Lyu ⋅ Qiuyi Ding ⋅ Ruijie Gao ⋅ Nathan Bleier
[ OpenReview] 
Poster
None
ChainSpace: A Chained-Reasoning Paradigm for Spatial Intelligence
Xiaohan Zhang ⋅ Feng Gu ⋅ Xudong Rao ⋅ Xuhao Pan ⋅ Tao Wei ⋅ Zhou Pan ⋅ Kun Zhan
[ OpenReview] 
Poster
None
When Transcriptomic Foundation Models Scale: Domain-Focused Pretraining for Drug Development in Immunology and Inflammation
Karim E Kanbi ⋅ Yannis Cattan ⋅ Aziz Fouché ⋅ Charlotte Claye ⋅ Pierre Marschall ⋅ Julien Duquesne
[ OpenReview] 
Poster
None
The $1/\mathcal{W}$ Law: Context Length is the Dominant Energy Lever in LLM Inference Fleets
Huamin Chen ⋅ Xunzhuo Liu ⋅ Yuhan Liu ⋅ Junchen Jiang ⋅ Steve Liu ⋅ Chenxu Niu ⋅ Bowei He
[ OpenReview] 
Poster
None
MOSAIC: Scaling Long-Horizon Language Agents via Multi-Scale Adaptive Inference Control
Bowei He ⋅ Meng Ding ⋅ Weixu Zhang ⋅ Xunzhuo Liu ⋅ Huamin Chen ⋅ Steve Liu
[ OpenReview] 
Poster
None
MCGI: Manifold-Consistent Graph Indexing for Billion-Scale Disk-Resident Vector Search
Dongfang Zhao
[ OpenReview] 
Poster
None
Matching-Based Few-Shot Semantic Segmentation Models Are Interpretable by Design
Pasquale De Marinis ⋅ Uzay Kaymak ⋅ Rogier Brussee ⋅ Gennaro Vessio ⋅ Giovanna Castellano
[ OpenReview] 
Poster
None
SC$^3$: A Multi-Solvent Solubility Challenge and Benchmark
Vansh Ramani ⋅ Tarak Karmakar ⋅ Sayan Ranu ⋅ Dhairya Kuchhal ⋅ Har Ashish Arora ⋅ Sergei V Tatarin ⋅ Lev Krasnov
[ OpenReview] 
Poster
None
Trust, but Don’t Verify: Epistemic Blind Spots in LLM Source Evaluation
Rohan N Pradhan ⋅ Steve Goley
[ OpenReview] 
Poster
None
SCDBench: A Benchmark for LLM-Based Smart Contract Decompilers
Kaihua Qin ⋅ Dawn Song ⋅ Arthur Gervais
[ OpenReview] 
Poster
None
A Mechanistic Analysis of Looped Reasoning Language Models
Hugh Blayney ⋅ Alvaro Arroyo ⋅ Johan Obando Ceron ⋅ Pablo Samuel Castro ⋅ Aaron Courville ⋅ Michael Bronstein ⋅ Xiaowen Dong
[ OpenReview] 
Poster
None
Fine-Tuning Improves Information Conveyance in Language Models
Yuwei Cheng ⋅ Weiyi Tian ⋅ Haifeng Xu
[ OpenReview] 
Poster
None
Self-Recognition Finetuning can Reverse and Prevent Emergent Misalignment
Arush Tagade ⋅ Shaoheng Zhou ⋅ Jiaxin Wen ⋅ Shi Feng
[ OpenReview] 
Poster
None
MICA: Activation Checkpointing for Double-Backward Training of Machine Learning Interatomic Potentials
Hongyu Wang ⋅ Mingzhen Li ⋅ Hongtao Xu ⋅ Yuanchang Zhou ⋅ Weijian Liu ⋅ Weile Jia ⋅ Guangming Tan
[ OpenReview] 
Poster
None
Cheap Talk, Real Stakes: Commitment and Exploitation in Human-LLM Strategic Interaction
Artyom Kabanov ⋅ Mikhail Mozikov ⋅ Sergei Volchkov ⋅ Igor Gorobets ⋅ Daniil Shirshin ⋅ Alena Kriuchenkova ⋅ Bykov Nikita ⋅ Valeria Bodishtianu ⋅ Nikita Severin ⋅ Sergey Muravyov ⋅ Andrey Savchenko ⋅ Ilya Makarov
[ OpenReview] 
Poster
None
What does a Bayes-filtered transformer believe? A predictive Monte Carlo approach
Afiq A Aswadi ⋅ Haotong Ma ⋅ Susan Wei
[ OpenReview] 
Poster
None
Theory Guided and Interpretable Neural Operator Design for Partial Differential Equation Learning
Zeyuan Song ⋅ Zheyu Jiang
[ OpenReview] 
Poster
None
The Structural Bias of $\ell_2$-Regularized Cross-Entropy Heads in Class-Incremental Learning: Characterization, Limits, and a Gauge-Anchoring Fix
Milad Khademi Nori ⋅ Guanghui Wang
[ OpenReview] 
Poster
None
FiLM-CAM: Keyed Feature Modulation for Conditional-Access Watermarking
Yash Kulthe ⋅ Vishal Asnani ⋅ Shruti Agarwal ⋅ Andrew Gilbert ⋅ John Collomosse
[ OpenReview] 
Poster
None
A Mahalanobis Margin \texorpdfstring{$\gamma_{\min}$}{gamma\_min} Bound on Task Confusion in Pretrained Class-Incremental Learning: From Infeasibility to Exponential Attenuation
Milad Khademi Nori ⋅ Guanghui Wang
[ OpenReview] 
Poster
None
Stochastic Dynamic Barrier Perturbed Gradient Methods for Nonconvex Simple Bilevel Optimization
Mohammad M Ahmadi ⋅ Jincheng Cao ⋅ Aryan Mokhtari ⋅ Erfan Yazdandoost Hamedani
[ OpenReview] 
Poster
None
On Nash Equilibria in Participatory Budgeting with Donations and Beyond
GRZEGORZ LISOWSKI ⋅ Georgios Papasotiropoulos ⋅ Grzegorz Pierczyński ⋅ Krzysztof Rogowski
[ OpenReview] 
Poster
None
EviSAM3: Evidence-Driven SAM3 for Referring Remote Sensing Image Segmentation
Yuhang Duan ⋅ Xiaoshuai Wu ⋅ Chengqi Zhang ⋅ Jincheng Lu ⋅ Mingwei Zhang ⋅ Yu Liu
[ OpenReview] 
Poster
None
Asymmetric Phase Coding Audio Watermarking
Guang Yang ⋅ Fengchen Liu ⋅ Amir Ghasemian ⋅ Zhong Wang ⋅ Ninareh Mehrabi ⋅ Homa Hosseinmardi
[ OpenReview] 
Poster
None
PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide VQA
Chunze Yang ⋅ Qidong Liu ⋅ Wenjie Zhao ⋅ Yue Tang ⋅ Jiusong Ge ⋅ Di Zhang ⋅ Jiashuai Liu ⋅ Lei Wu ⋅ Junbo Lu ⋅ Ni Zhang ⋅ Xian Wu ⋅ Zeyu Gao ⋅ Chen Li
[ OpenReview] 
Poster
None
On Neural Scaling Laws for Weather Emulation through Continual Training
Shashank Subramanian ⋅ Alexander Kiefer ⋅ Arnur Nigmetov ⋅ Amir Gholami ⋅ Dmitriy Morozov ⋅ Michael Mahoney
[ OpenReview] 
Poster
None
The Multi-Block DC Function Class: Theory, Algorithms, and Applications
Sayedpouria Fatemi ⋅ Hoomaan Maskan ⋅ Alp Yurtsever ⋅ Suvrit Sra
[ OpenReview] 
Poster
None
ViDiC: Video Difference Captioning
Jiangtao Wu ⋅ Shihao Li ⋅ Zhaozhou Bian ⋅ Jialu Chen ⋅ Yiwen He ⋅ Runzhe Wen ⋅ An Ping ⋅ JiakaiWang ⋅ Yuanxing Zhang ⋅ Jiaheng Liu
[ OpenReview] 
Poster
None
Reconciling Safety and Performance via Dual-Expert Offline Imitation Learning
Seokin Seo ⋅ Sung Kuk Shyn ⋅ Minji Seo ⋅ Yisoo Lee ⋅ Jongmin Lee ⋅ Hongseok Yang ⋅ Kee-Eung Kim
[ OpenReview] 
Poster
None
Sparsity for Free: A Budget-Induced Equilibrium in Joint Topology–Parameter Search
Marcel Mordarski ⋅ Daniel Budina ⋅ Benjamin Gras ⋅ Abdulrahman Shehata ⋅ Roberto Bondesan
[ OpenReview] 
Poster
None
QB-Highlights: Quality-Guided Budgeted Highlight Detection in Videos with Dense Query-Relevant Moments
chao gao ⋅ Hui Li ⋅ Ying Chen ⋅ Zongyao He ⋅ Sibin Deng
[ OpenReview] 
Poster
None
Hyperagents
Jenny Zhang ⋅ Bingchen Zhao ⋅ Wannan Yang ⋅ Jakob Foerster ⋅ Jeff Clune ⋅ Minqi Jiang ⋅ Sam Devlin ⋅ Tatiana Shavrina
[ OpenReview] 
Poster
None
AVENUE: Audio-Video Editing Understanding and Evaluation
Hayeon Kim ⋅ Yoojin Jang ⋅ Jaejun Yoo
[ OpenReview] 
Poster
None
Metric Depth Estimation from Arbitrarily Degraded Low-Resolution Depth Prompts
Kun Wang ⋅ Yun Zhu ⋅ Pan Zhou ⋅ Na Zhao
[ OpenReview] 
Poster
None
Detecting Hidden ML Training With Zero-Overhead Telemetry
Robi Rahman ⋅ Sabiha Tajdari
[ OpenReview] 
Poster
None
Strong Stochastic Flow Maps
Sam McCallum ⋅ Zander Blasingame ⋅ Timothy Herschell ⋅ Niklas Rindtorff ⋅ Alexander Tong ⋅ James Foster
[ OpenReview] 
Poster
None
Who Called? V33DA: A Physically Verified Multimodal Benchmark for Vocal Attribution in Zebra Finch Groups
Maris Basha ⋅ Yuhang Wang ⋅ Xiaoran Chen ⋅ Longbiao Cheng ⋅ Luca N Yapura ⋅ Anja T Zai ⋅ Mathieu Salzmann ⋅ Richard Hahnloser
[ OpenReview] 
Poster
None
Understanding the Out-of-Distribution Generalization of Chain-of-Thought Reasoning in LLMs
Nuojing Liang ⋅ Xiaotong Yuan ⋅ Pan Zhou
[ OpenReview] 
Poster
None
Drag as Evidence: Motion-Grounded Latent Recomposition for Drag-Based Editing
Xinyu Pu ⋅ Hongsong Wang ⋅ Jie Gui ⋅ Pan Zhou
[ OpenReview] 
Poster
None
Learning to Inject: Automated Prompt Injection via Reinforcement Learning
Xin Chen, Cynthia ⋅ Jie Zhang ⋅ Florian Tramer
[ OpenReview] 
Poster
None
Principled Design of Diffusion-based Optimizers for Inverse Problems
Julio Oscanoa ⋅ Irmak Sivgin ⋅ Cagan Alkan ⋅ Daniel Ennis ⋅ John Pauly ⋅ Mert Pilanci ⋅ Shreyas Vasanawala
[ OpenReview] 
Poster
None
Cooperative Multi-Agent Reinforcement Learning via Epigraph-Form Guided Exploration
Sungil Son ⋅ Hoseong Jung ⋅ Dahyun Oh ⋅ H. Jin Kim
[ OpenReview] 
Poster
None
GPT-Image-Edit-1M: An Auditable Million-Scale Dataset for Instruction-Guided Image Editing
Yuhan Wang ⋅ Siwei Yang ⋅ Bingchen Zhao ⋅ Letian Zhang ⋅ Jiawei Mao ⋅ Juncheng Wu ⋅ Zeyu Zheng ⋅ Huaxiu Yao ⋅ Qing Liu ⋅ Cihang Xie ⋅ Yuyin Zhou
[ OpenReview] 
Poster
None
M*: A Modular, Extensible, Serving System for Multimodal Models
Atindra Jha ⋅ Naomi Sagan ⋅ Keisuke Kamahori ⋅ Irmak Sivgin ⋅ Rohan Sanda ⋅ Steven Gao ⋅ Mark Horowitz ⋅ Luke Zettlemoyer ⋅ Olivia Hsu ⋅ Jure Leskovec ⋅ Stephanie Wang ⋅ Baris Kasikci
[ OpenReview] 
Poster
None
VESPO: Variational Sequence-level Soft Policy Optimization for Off-Policy LLM Training
Guobin Shen ⋅ Chenxiao Zhao ⋅ Xiang Cheng ⋅ Lei Huang ⋅ XingYu Li
[ OpenReview] 
Poster
None
HIDRA: Hierarchical Dual-Routing Attention for Replay-Free Lifelong Imitation Learning
Fanqi Yu ⋅ Matteo Tiezzi ⋅ Cigdem Beyan ⋅ Tommaso Apicella ⋅ Vittorio Murino
[ OpenReview] 
Poster
None
Boundary Mass in Feature Space as a Label-Budget Diagnostic for Representations
Siming Zhang ⋅ Zhehui Shen ⋅ Shijie Chen ⋅ Yansen Yu ⋅ Hang Yu
[ OpenReview] 
Poster
None
MammoGPS: A Benchmark for Visual Grounding, Perception, and Spatial Reasoning in Mammography
Yen Nhi Truong Vu ⋅ Dan Guo ⋅ Sripad Joshi ⋅ Harshit Kumar ⋅ Jason Su ⋅ Thomas P Matthews
[ OpenReview] 
Poster
None
Split the Differences, Pool the Rest: Provably Efficient Multi-Objective Imitation
Ziyad Sheebaelhamd ⋅ Luca Viano ⋅ Volkan Cevher ⋅ Claire Vernade
[ OpenReview] 
Poster
None
JRDB-AVR: An Active Visual Reasoning Benchmark for Real-World Embodied Environments
Zhixi Cai ⋅ Fucai Ke ⋅ Sukai Huang ⋅ Maria G de la Banda ⋅ Peter Stuckey ⋅ Reza Haffari ⋅ Hamid Rezatofighi
[ OpenReview] 
Poster
None
Efficient Hybrid Distillation: Synergizing Score and Adversarial Objectives for One-Step Diffusion
Fei Peng ⋅ Junqiang Wu ⋅ Haoxian Tan ⋅ Jun Zhou ⋅ Jie Hu ⋅ Xiaoming Wei ⋅ Jie Guo ⋅ Xiu Li
[ OpenReview] 
Poster
None
AnyHand: A Large-Scale Synthetic Dataset for RGB(-D) Hand Pose Estimation
Chen Si ⋅ Yulin Liu ⋅ Bo Ai ⋅ Jianwen Xie ⋅ Rolandos Alexandros Potamias ⋅ Chuanxia Zheng ⋅ Hao Su
[ OpenReview] 
Poster
None
AdaPaD: Adaptive Parallel Deflation for PEFT with Self-Correcting Rank Discovery
Barbara Su ⋅ Fangshuo Liao ⋅ Anastasios Kyrillidis
[ OpenReview] 
Poster
None
The Panel Complexity of Sortition: Is 12 Angry Men Enough?
Johannes Brustle ⋅ Simone Fioravanti ⋅ Tomasz Ponitka ⋅ Jeremy Vollen
[ OpenReview] 
Poster
None
Lost on Campus: Evaluating Embodied Spatial Reasoning of Vision-Language Models in the Wild
Zehan Zheng ⋅ Yanyuan Chen ⋅ Deming Li ⋅ Yutao Tang ⋅ Jianwen Xie ⋅ Alan Yuille ⋅ Jieneng Chen ⋅ Cheng Peng
[ OpenReview] 
Poster
None
ActionUNet: Improving Robustness of VLA Models with Efficient Multi-scale Fine-tuning
Di Zhu ⋅ Ziheng Yan ⋅ Fang Wan
[ OpenReview] 
Poster
None
AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents
Zheyuan Zhang ⋅ Zehao Wen ⋅ Bowei Zhang ⋅ Andrew Wang ⋅ Jianwen Xie ⋅ Daniel Khashabi ⋅ Tianmin Shu
[ OpenReview] 
Poster
None
Debiasing Sketched Ridge Regression: A Functional Estimation Perspective
Yucong Liu ⋅ Florian T Schaefer
[ OpenReview] 
Poster
None
Reward-Estimated Hypergradient for Bilevel Reinforcement Learning with Black-Box Follower
Shigeki Kusaka ⋅ Mikoto Kudo ⋅ Takumi Tanabe ⋅ Akifumi Wachi ⋅ Youhei Akimoto
[ OpenReview] 
Poster
None
BitDance: Scaling Autoregressive Generative Models with Binary Tokens
Yuang Ai ⋅ Jiaming Han ⋅ Shaobin Zhuang ⋅ Weijia Mao ⋅ Xuefeng Hu ⋅ Ziyan Yang ⋅ Zhenheng Yang ⋅ Yali Wang ⋅ Xiangyu Yue ⋅ Hao Chen ⋅ Huaibo Huang
[ OpenReview] 
Poster
None
MapPFN: Learning Causal Perturbation Maps in Context
Marvin Philip kleine Sextro ⋅ Weronika Kłos ⋅ Gabriel Dernbach
[ OpenReview] 
Poster
None
UniGS: Unified Geometry-Aware Gaussian Splatting for Multimodal Rendering
Yusen XIE ⋅ Zhenmin Huang ⋅ Jianhao Jiao ⋅ Dimitrios Kanoulas ⋅ Jun Ma
[ OpenReview] 
Poster
None
$SE(2)$-Aware Conditional Distribution Transport for Vehicle Trajectory Generation
Di Wen ⋅ Zhaocheng He ⋅ Shuhui Wang
[ OpenReview] 
Poster
None
Efficient evaluation and error pattern discovery for blackbox AI systems
Maxim Rabinovich ⋅ Harvineet Singh ⋅ Aman Sinha
[ OpenReview] 
Poster
None
CutAttn: Discovering Cognitive Transition Layers for Efficient Long-Context Prefilling
Wentao Liu ⋅ Xiabao Wu ⋅ Yongchao Liu ⋅ Haitao Zhang ⋅ Jiajun Zheng ⋅ Ruiting Zhou
[ OpenReview] 
Poster
None
AesGI-Bench: Benchmarking and Evaluating the Aesthetic Quality of AI-Generated Images via Large Multimodal Models
Wang Jiarui ⋅ Xubo Su ⋅ Huiyu Duan ⋅ WeizeSun ⋅ Ziheng Jia ⋅ Wang Juntong ⋅ Yu Zhao ⋅ Guangtao Zhai ⋅ Xiongkuo Min
[ OpenReview] 
Poster
None
Signed Rectified Flow: Negativity Controlled Generation
Runlong Liao ⋅ Baiyu Su ⋅ Lizhang Chen ⋅ Qiang Liu
[ OpenReview] 
Poster
None
Diffusion Masked Pretraining for Dynamic Point Cloud
Zhuoyue Zhang ⋅ Yiding Sun ⋅ Chaowei Fang ⋅ Haozhe Cheng ⋅ Jian Liu ⋅ Jihua Zhu ⋅ Ajmal Mian
[ OpenReview] 
Poster
None
Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves
Kartik Tandon ⋅ Julian J Gould ⋅ Tanishq Bhatia ⋅ Francesca Dominici ⋅ Alejandro Ribeiro ⋅ Claudio Battiloro
[ OpenReview] 
Poster
None
SMI: Semantic Medical ID for Hierarchy-Aware Concept Representation
Ziyang Song ⋅ Lia Shen ⋅ Yixuan Li ⋅ Qincheng Lu ⋅ Weihao Li ⋅ Haoran Xu ⋅ Mike He Zhu ⋅ Xinyu Wang ⋅ Yue Li
[ OpenReview] 
Poster
None
LPS-Bench: Benchmarking Safety Awareness of Computer-Use Agents in Long-Horizon Planning under Benign and Adversarial Scenarios
Tianyu Chen ⋅ Chujia Hu ⋅ Dongrui Liu ⋅ Xia Hu ⋅ Wenjie Wang
[ OpenReview] 
Poster
None
Distributionally Robust Listwise Preference Optimization
Xudong Wu ⋅ Jian Qian ⋅ Pangpang Liu ⋅ Vaneet Aggarwal ⋅ Jiayu Chen
[ OpenReview] 
Poster
None
MOCHA: Discovering Multi-Order Dynamic Causal Structure in Temporal Point Processes
Yunyang Cao ⋅ Juekai Lin ⋅ Wenhao Li ⋅ Bo Jin
[ OpenReview] 
Poster
None
The Reciprocity Gradient
Yue Lin ⋅ Pascal Poupart ⋅ Shuhui Zhu ⋅ Dan Qiao ⋅ Wenhao Li ⋅ Yuan Liu ⋅ Hongyuan Zha ⋅ Baoxiang Wang
[ OpenReview] 
Poster
None
The Window for Preventive Action Before AI Saturates Most Cognitive Benchmarks is Closing
Jéremy Andréoletti ⋅ Antoine Maier ⋅ Laura Domenech ⋅ Tom David
[ OpenReview] 
Poster
None
Attention Transfer Is Not Universally Effective for Vision Transformers
Huaiyuan Qin ⋅ Muli Yang ⋅ Gabriel James Goenawan ⋅ Peng Hu ⋅ Chen Gong ⋅ Xi Peng ⋅ Hongyuan Zhu
[ OpenReview] 
Poster
None
Global Convergence of Four-Layer Matrix Factorization under Random Initialization
Minrui Luo ⋅ Weihang Xu ⋅ Xiang Gao ⋅ Maryam Fazel ⋅ Simon Du
[ OpenReview] 
Poster
None
RILA: A Radar-Native Structured Interface from Sparse mmWave Point Clouds to Large Language Models
Shenglei Li ⋅ Tomoji Kishi
[ OpenReview] 
Poster
None
FC-DGCN: Deep Graph Convolutional Network for Face Clustering and Recognition
Ling Ding ⋅ Di Jin ⋅ Zhizhi Yu ⋅ Liang Yang ⋅ Dongxiao He
[ OpenReview] 
Poster
None
COCOTree: A Dataset and Benchmark for Open Tree-Structured Visual Decomposition
Junhyub Lee ⋅ Seunghun Chae ⋅ Hyosu Kim
[ OpenReview] 
Poster
None
VideoSailor: Navigating Video Deep Research via Trajectory-to-Policy Flywheel
Meng Cao ⋅ Pengfei Hu ⋅ Yingyao Wang ⋅ Chen Wang ⋅ Pi Bu ⋅ Jun Song ⋅ Cheng Yu ⋅ Bo Zheng ⋅ Ian Reid ⋅ Xiaodan Liang
[ OpenReview] 
Poster
None
M3-HNTM: Hyperspherical Multimodal Topic Modeling with Symbolic and Contextual Evidence
Zhiwen Luo ⋅ Dayu Guo ⋅ Manar Amayri ⋅ Nizar Bouguila ⋅ Zhixiang Li ⋅ Wenchuan Zhang ⋅ Wentao Fan
[ OpenReview] 
Poster
None
FineVLA: Fine-Grained Instruction Alignment for Steerable Vision-Language-Action Policies
Xintong Hu ⋅ Xuhong Huang ⋅ JINYU ZHANG ⋅ Yutong Yao ⋅ Yuchong Sun ⋅ Qiuyue Wang ⋅ Mingsheng Li ⋅ Yitao Liu ⋅ Yixuan Chen ⋅ Yingming Zheng ⋅ Shuai Bai ⋅ Tao Yu
[ OpenReview] 
Poster
None
Can We Trust Item Response Theory for AI Evaluation?
Han Jiang ⋅ Sunbeom Kwon ⋅ Jinwen Luo ⋅ Ziang Xiao ⋅ Susu Zhang
[ OpenReview] 
Poster
None
Subspace-Guided Continual Learning: Hessian Based Stable–Plastic Decomposition for Exemplar-Free Class-Incremental Learning
Qi Zhu ⋅ Ziang Gan ⋅ Wanting Zhang ⋅ Libao Zhang
[ OpenReview] 
Poster
None
Error-Guided Bellman Calibration for Semi-Offline Value Estimation
Tetsuro Morimura
[ OpenReview] 
Poster
None
Gram-Calibrated Anchoring for Class-Incremental Learning
Qi Zhu ⋅ Ziang Gan ⋅ Libao Zhang
[ OpenReview] 
Poster
None
FrED: External Data Influence Estimation via Domain Knowledge Graph Grounding
Theodoros Aivalis ⋅ Iraklis A Klampanos ⋅ Antonis Troumpoukis ⋅ Joemon M Jose
[ OpenReview] 
Poster
None
CSI-TextBench: A Dataset and Benchmark for Language-Grounded Ambient Sensing Perception
Guozhen Zhu ⋅ Yuqian Hu ⋅ Sakila S Jayaweera ⋅ Wei-Hsiang Wang ⋅ Beibei Wang ⋅ K. Liu
[ OpenReview] 
Poster
None
Learning Agentic World Vision-Language-Action Models for Autonomous Driving
Guoqing Wang ⋅ Pin Tang ⋅ Xiangxuan Ren ⋅ Chao Ma
[ OpenReview] 
Poster
None
AmbientFM: A Foundation Model for Ambient Sensing
Guozhen Zhu ⋅ Yuqian Hu ⋅ Sakila S Jayaweera ⋅ Wei-Hsiang Wang ⋅ Weihang Gao ⋅ Jiaxuan Zhang ⋅ Beibei Wang ⋅ Chenshu Wu ⋅ K. Liu
[ OpenReview] 
Poster
None
Online Causal Configuration for Networked Systems via Doubly Robust Steady-State Learning
Yuli Liu ⋅ zhiheng zhang
[ OpenReview] 
Poster
None
Feature learning in high-dimensions under structured covariance: Scaling laws in quadratic networks
Qingyuan Yu ⋅ Nuri Mert Vural ⋅ Xin Tong ⋅ Murat Erdogdu
[ OpenReview] 
Poster
None
Towards Principled Fine-Grained MoE Expert Pruning via Pseudo-Boolean Approximation
Zongfang Liu ⋅ Ziheng Cheng ⋅ Shengkun Tang ⋅ Jinghui Zhang ⋅ Weijie Wang ⋅ Zhiqiang Shen ⋅ Xin Yuan
[ OpenReview] 
Poster
None
Tikhonov-Stabilized Bezier Representation Forecasting for Training-free Diffusion Acceleration
Lei Zhu ⋅ Mujie Lin ⋅ Ruochong Zheng ⋅ Guangyi Wang ⋅ Li Hao ⋅ Peng Jin ⋅ Chang Liu ⋅ Jie Chen
[ OpenReview] 
Poster
None
SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving
Yipin Guo ⋅ Siddharth Joshi
[ OpenReview] 
Poster
None
From Failure Taxonomy to Intervention: A Diagnostic Methodology for Industry-Scale AVLM in Video and Live-Streaming Platform Moderation
Shuchang Ye ⋅ Jinqiang Yu ⋅ Zhujun Xiao ⋅ Yajing Kong ⋅ Yist Y Lin ⋅ Yang Ma ⋅ Jiaxi Liu ⋅ Xiaolei XU ⋅ Zheng Yu
[ OpenReview] 
Poster
None
Fast-Slow Evolutionary Occupancy Prediction via Controlled Dynamics
Runhe Yang ⋅ Zhiyuan Zhou ⋅ Yuxiang Yan ⋅ Xuetong Yang ⋅ Yikai Pan ⋅ Jiacheng Tang ⋅ Zhuolin He ⋅ Jianhua Han ⋅ Hang Xu ⋅ Jian Pu
[ OpenReview] 
Poster
None
ReFlex: Faithful Panorama Reconstruction from a Single Image with Reflections
Yikai Pan ⋅ Zhiyuan Zhou ⋅ Yuxiang Yan ⋅ Xuetong Yang ⋅ Runhe Yang ⋅ Jian Pu
[ OpenReview] 
Poster
None
From Inexact Gradients to Byzantine Robustness: Acceleration and Optimization under Similarity
Renaud Gaucher ⋅ Aymeric Dieuleveut ⋅ Hadrien Hendrikx
[ OpenReview] 
Poster
None
Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual Domains
jusheng zhang ⋅ Ningyuan Liu ⋅ Kaitong Cai ⋅ Sidi Liu ⋅ Ziliang Chen ⋅ Wenhao Wang ⋅ Keze Wang
[ OpenReview] 
Poster
None
Adaptive Delayed-Update Cyclic Algorithm for Variational Inequalities
Yi Wei ⋅ Xufeng Cai ⋅ Jelena Diakonikolas
[ OpenReview] 
Poster
None
FlexMoE: One-for-All Nested Intra-Expert Pruning for MoE Language Models
Fan Mo ⋅ Han Yuxuan ⋅ Geng Zhang ⋅ Wangbo Zhao ⋅ Yang You
[ OpenReview] 
Poster
None
BrainEM: A Large-Scale and Diverse Benchmark for EM Neuron Segmentation in Connectomics
Zhenghua Li ⋅ Lanyue Zhang ⋅ Zekang Yang ⋅ Kai Li ⋅ Yuwei Peng ⋅ Song-Hai Shi ⋅ Xiaolin Hu
[ OpenReview] 
Poster
None
AlphaPROBE: Alpha Mining via principled retriveval and on-graph biased evolution
Taian Guo ⋅ Haiyang SHEN ⋅ Junyu Luo ⋅ Binqi Chen ⋅ Hongjun Ding ⋅ Jinsheng Huang ⋅ Luchen Liu ⋅ Yun Ma ⋅ Ming Zhang
[ OpenReview] 
Poster
None
Alignment Is Not Enough for Safe Medical LLM Evaluation
Zhiwen You ⋅ Yikun Han ⋅ Jana Diesner ⋅ Yue Guo
[ OpenReview] 
Poster
None
Direct Estimation of Schrödinger Bridge Time-Series Drifts: Finite-Sample, Asymptotic, and Adaptive Guarantees
Othmane Mazhar ⋅ Huyen PHAM
[ OpenReview] 
Poster
None
RepFusion: Leveraging Multimodal Priors for Denoising in Representation Space
Xichen Pan ⋅ Satya Narayan Shukla ⋅ Aashu Singh ⋅ Shlok K Mishra ⋅ Saining Xie
[ OpenReview] 
Poster
None
Unifying Contrastive and Generative Objectives for Visual Understanding and Text-to-Image Generation
Chao Li ⋅ Tianhong Li ⋅ Sai V Nuthalapati ⋅ Hong-You Chen ⋅ Satya Narayan Shukla ⋅ Jianpeng Cheng ⋅ Yonghuan Yang ⋅ Jun Xiao ⋅ Xiangjun Fan ⋅ Aashu Singh ⋅ Dina Katabi ⋅ Shlok K Mishra
[ OpenReview] 
Poster
None
DiffeoMorph: Learning to Morph 3D Shapes Using Differentiable Agent-Based Simulations
Seong Ho Pahng ⋅ Guoye Guan ⋅ Benjamin Fefferman ⋅ Sahand Hormoz
[ OpenReview] 
Poster
None
Re:Cognize - A Framework for Open-Set Sequential Character Re-Identification
Aaditya Baranwal ⋅ Madhav Kataria ⋅ Yogesh Rawat ⋅ Shruti Vyas
[ OpenReview] 
Poster
None
DELTA: Robustly Training Label-Conditional Diffusion Models with Weak Annotations
Dong-Dong Wu ⋅ Jiacheng Cui ⋅ Wei Wang ⋅ Zhiqiang Shen ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
Rethinking Learning from Label Proportions via Moment Matching
Tianhao Ma ⋅ Wei Wang ⋅ Yivan Zhang ⋅ Dong-Dong Wu ⋅ Takashi Ishida ⋅ Gang Niu ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
D-GAP: Improving Out-of-Domain Robustness via Dataset-Agnostic and Gradient-Guided Augmentation in Amplitude and Pixel Spaces
Ruoqi Wang ⋅ Haitao Wang ⋅ Shaojie Guo ⋅ Qiong Luo
[ OpenReview] 
Poster
None
When is Warmstarting Effective for Scaling Language Models?
Neeratyoy Mallik ⋅ Maciej Janowski ⋅ Johannes Hog ⋅ Herilalaina Rakotoarison ⋅ Josif Grabocka ⋅ Frank Hutter ⋅ Aaron Klein
[ OpenReview] 
Poster
None
FineVision: Open Data Is All You Need
Luis Wiedmann ⋅ Orr Zohar ⋅ Amir Mahla ⋅ Xiaohan Wang ⋅ Rui Li ⋅ Thibaud Frere ⋅ Leandro Von Werra ⋅ Aritra Roy Gosthipaty ⋅ Andrés Marafioti
[ OpenReview] 
Poster
None
Feature Recovery for Object Understanding Under Physical Transformation
Aditi Tiwari ⋅ Sofia Stoica ⋅ Savya Khosla ⋅ David Forsyth ⋅ Heng Ji
[ OpenReview] 
Poster
None
StepBack: Step-Level Error-Localized Resampling for Efficient Test-Time Reasoning
Yang Ouyang ⋅ Jung-Eun Kim
[ OpenReview] 
Poster
None
Backdoor Purification for LoRA-Tuned LLMs via Null-Space Projection
Jianwei Li ⋅ Jung-Eun Kim
[ OpenReview] 
Poster
None
Not Suppressing or Purifying: Backdoor Containment via Expert Quarantine and Shutdown in LLMs
Jianwei Li ⋅ Min-Seon Kim ⋅ Jung-Eun Kim
[ OpenReview] 
Poster
None
Structure, Subspace and System: Push the Real Limit of Extremely Low-Bit Quantization for MoE-LLMs
Jiaqi Zhao ⋅ Zichen Li ⋅ Miao Zhang ⋅ Yixuan Dong ⋅ Weili Guan ⋅ Liqiang Nie
[ OpenReview] 
Poster
None
PP-Mark: Provable and Publicly Verifiable Watermarking for Generative AI
Hankyeong Ko ⋅ Taehoon Kim
[ OpenReview] 
Poster
None
From Click Imitation to Transition Equivalence: Rethinking Supervision for GUI Agents
Zhiming Lin ⋅ Tianxiang Xu ⋅ zizhao zhang ⋅ Yixue Liu ⋅ Yumeng Ma ⋅ Yihao Zhong ⋅ ShaoYan He ⋅ CHEN RONGRU ⋅ Siyue Liu
[ OpenReview] 
Poster
None
Benchmark Recovery Does Not Certify a Frozen Tool-Trigger Contract After Quantization
Rui Li ⋅ Shuang Cao
[ OpenReview] 
Poster
None
RRL-HOI: Reflective Reinforcement Learning for Open-Vocabulary HOI Detection
Yongchao Xu ⋅ Jiawei Liu ⋅ Junfeng Wang ⋅ Yufei Zheng ⋅ Sen Tao ⋅ Tao Jiang ⋅ jiangbo Ai ⋅ Jin Zhang ⋅ Zheng-Jun Zha
[ OpenReview] 
Poster
None
S&P: Towards Scalable and Powerful Graph Learning with Hierarchical Structural Acquisition
Mingqi Yang ⋅ Zhaoyu Liu ⋅ Wenjie Feng
[ OpenReview] 
Poster
None
Mesh-Free Convolution: Learned Spectral Attenuation and Transport
Niloufar Zakariaei ⋅ Manav Manav ⋅ Eldad Haber
[ OpenReview] 
Poster
None
PARI: Policy-Driven Active Residual Intervention for Weakly Supervised Point Cloud Segmentation
Wenhao Gao ⋅ Sen Tao ⋅ Jiawei Liu ⋅ Jiwei Feng ⋅ Yongchao Xu ⋅ Junfeng Wang ⋅ Tao Jiang ⋅ jiangbo Ai ⋅ Jin Zhang ⋅ Zheng-Jun Zha
[ OpenReview] 
Poster
None
Past as State, Present as Attention: Persistent-State Blockwise Flow Matching for Long-Horizon Co-Speech Motion Generation
Yi Liu ⋅ Xiangyue Zhang ⋅ Jia Ma ⋅ Jianfang Li ⋅ Yisheng HE ⋅ Jianqiang Ren
[ OpenReview] 
Poster
None
DRAMA: Dissecting Attention Redundancy for Accelerating Multimodal Diffusion Large Language Models
Yi-Hsin Hung ⋅ Fangfu Liu ⋅ Shao-Yuan Lo ⋅ Chu-Song Chen
[ OpenReview] 
Poster
None
Closed-Form Implicit Neural Representations
Woojin Cho ⋅ Junghwan Park
[ OpenReview] 
Poster
None
Learning to Commit: Next-Commit Prediction via Online Supervised Contrastive Reflection
Mo Li ⋅ Qitai Tan ⋅ Kai Chen ⋅ Ting Cao ⋅ Yunxin Liu
[ OpenReview] 
Poster
None
MOBO-CAPS: Multi-objective Bayesian Optimization with Cardinality-Aware Pareto Selection
Hanyang Wang ⋅ Juergen Branke ⋅ Matthias Poloczek
[ OpenReview] 
Poster
None
Platonic Task Arithmetic
Junghwan Park ⋅ Woojin Cho
[ OpenReview] 
Poster
None
See it to Place it: Evolving Macro Placements with Vision Language Models
Ikechukwu Uchendu ⋅ Swati Goel ⋅ Karly Hou ⋅ Ebrahim Songhori ⋅ Kuang-Huei Lee ⋅ Wenjie (Joe) Jiang ⋅ Vijay Janapa Reddi ⋅ Vincent Zhuang
[ OpenReview] 
Poster
None
Finding Koopman Invariant Subspaces via Personalized PageRank
Hyukpyo Hong ⋅ Qin Li ⋅ Matthew J Colbrook ⋅ Hanbaek Lyu
[ OpenReview] 
Poster
None
SING-CH: Task-Scale-Agnostic Lifelong Cross-Modal Hashing on Statistical Manifolds
Haoran Yang ⋅ Junge Chen ⋅ Jun Long ⋅ Zhan Yang
[ OpenReview] 
Poster
None
UGGRH: Unsupervised Generative Completion and Graph-attention Refinement for Incomplete Cross-modal Hashing
Yunfei Chen ⋅ Yuchen Zhang ⋅ Hongyu Lin ⋅ Peng Liu ⋅ Zhan Yang
[ OpenReview] 
Poster
None
CoffeeBench: A Benchmark for Long-Horizon Strategic Decision-Making in Multi-Agent Economies
Issa Sugiura ⋅ Daichi Hattori ⋅ Kazuo Araragi ⋅ Keita Ogawa ⋅ Shota Onose ⋅ Taro Makino ⋅ Teppei Usuki ⋅ Takashi Ishida
[ OpenReview] 
Poster
None
Matrix-Free Stochastic Training of Low-Rank Spectral Graph Learning via Randomized Adaptive Spectral Estimation
Mingqi Yang ⋅ Yanming Shen
[ OpenReview] 
Poster
None
Learning POMDP World Models from Observations with Language-Model Priors
Valentin Six ⋅ Frederik Panse ⋅ Mathis Fajeau ⋅ Lancelot Da Costa ⋅ Mridul Sharma ⋅ Alfonso Amayuelas ⋅ Tim Xiao ⋅ David Hyland ⋅ Philipp Hennig ⋅ Bernhard Schölkopf
[ OpenReview] 
Poster
None
PDE-PFN: Prior-Data Fitted Neural PDE Solver
Jaehyeon Park ⋅ Mingu Kang ⋅ Dongseok Lee ⋅ Woojin Cho ⋅ Kookjin Lee ⋅ Anthony Gruber ⋅ Youngjoon Hong ⋅ Noseong Park
[ OpenReview] 
Poster
None
Hearing the Unspoken: Simulator-Induced Asymmetric-View Policy Optimization for Proactive Task-Oriented Dialogue
Hongbin Zhang ⋅ Ning Gao ⋅ Yuqin Dai ⋅ Ruiyuan Wu ⋅ Jinpeng Wang ⋅ Rena Gao ⋅ Bingdong Tan ⋅ Shuzheng Gao ⋅ Chaozheng Wang
[ OpenReview] 
Poster
None
Who, Where, and What? Forensic Localization in LLM-Based Multi-Agent Systems
ANJUN GAO ⋅ Yueyang Quan ⋅ Yufei Xia ⋅ Zhuqing Liu ⋅ Minghong Fang
[ OpenReview] 
Poster
None
Expanding the Role of Diffusion Models for Robust Classifier Training
Pin-Han Huang ⋅ ShangTse Chen ⋅ Hsuan-Tien Lin
[ OpenReview] 
Poster
None
From Isolated feature to Orbits:\\Discovering Music Concepts via Multi-SAE Alignment
Liwei Lin ⋅ Gus Xia
[ OpenReview] 
Poster
None
Traffic STGNNs across Sensor, City, and Time Shifts: Routing Concentration Tracks Sensitivity to Sensor Dropout
XiLe Wang ⋅ Mingqi Yang
[ OpenReview] 
Poster
None
Optimal algorithmic complexity of inference in quantum kernel methods
Elies Gil-Fuster ⋅ Seongwook Shin ⋅ Sofiene Jerbi ⋅ Jens Eisert ⋅ Maximilian J Kramer
[ OpenReview] 
Poster
None
Fast Learning Rates for Physics-Informed Kernel Methods
Luc Brogat-Motte ⋅ Joachim Bona-Pellissier ⋅ Giacomo Meanti ⋅ Lorenzo Rosasco
[ OpenReview] 
Poster
None
MinSteer: Minimal-Pair Steering via Two-Stage Cached Continuation
Muxuan Liu ⋅ Tatsuya Ishigaki ⋅ Yusuke Miyao ⋅ Hiroya Takamura ⋅ Ichiro Kobayashi
[ OpenReview] 
Poster
None
CRISP: Compositional Reasoning over Images via Stackable Programs for VLMs
Arnas Uselis ⋅ Yujin Jeong ⋅ Yanpeng Zhao ⋅ Alexander Rubinstein ⋅ Seong Joon Oh ⋅ Yonatan Bitton ⋅ Paul Gavrikov
[ OpenReview] 
Poster
None
Half-Truths Break Similarity-Based Retrieval
Bora Kargi ⋅ Arnas Uselis ⋅ Seong Joon Oh
[ OpenReview] 
Poster
None
AtlasULP: Domain-aware Universal Link Prediction via Relation Atlas
Yujing Liu ⋅ Yixin Liu ⋅ Yu Zheng ⋅ Lianhua Chi ⋅ Alan Wee-Chung Liew ⋅ Hengtao Shen ⋅ Shirui Pan
[ OpenReview] 
Poster
None
Causal discovery needs explicit epistemic standards
Harald Kugler ⋅ Leonard Henckel ⋅ Sebastian Weichwald
[ OpenReview] 
Poster
None
TED: Text-Axis Evidence Decomposition for Prompted Anomaly Localization
JINYOUNGKIM ⋅ Geonho Kim ⋅ GiJeong Park ⋅ Geonu Lee ⋅ YoungJoon Yoo
[ OpenReview] 
Poster
None
Simulation-Informed Diffusion for Decentralized Multi-robot Motion Planning
JINHAO LIANG ⋅ Sven Koenig ⋅ Ferdinando Fioretto
[ OpenReview] 
Poster
None
Decentralized Aggregation of LLM Predictions via Wagering Mechanisms
Yuhong Luo ⋅ David Pennock ⋅ Xintong Wang
[ OpenReview] 
Poster
None
Scaling Optimization-Oriented Hypernetworks for Implicit Neural Representations
Lulu Cai ⋅ Hanxiang Ren ⋅ Siyan Dong ⋅ Li Sun ⋅ Jiefeng Wu ⋅ Youyi Zheng ⋅ Yi Ma ⋅ Yanchao Yang
[ OpenReview] 
Poster
None
Collective Supervision for Unified Biomolecular Conformation and Dynamics Modeling with CoDyna
Kaiwen Cheng ⋅ FANDI WU ⋅ Dawei Huang ⋅ Jun Wu ⋅ Jianhua Yao
[ OpenReview] 
Poster
None
MedHorizon: Towards Long-context Medical Video Understanding in the Wild
Bodong Du ⋅ Bowen Liu ⋅ Yang YU ⋅ Xinpeng Ding ⋅ Zhiheng Wu ⋅ Shuning Wang ⋅ Shuo Nie ⋅ Naiming Liu ⋅ Qifeng Chen ⋅ Yangqiu Song ⋅ Xiaomeng Li
[ OpenReview] 
Poster
None
Position: AI Efficiency Gains Must Be Quantitatively Evaluated Against Rebound Effects
Kim Thang Nguyen ⋅ Denis Trystram
[ OpenReview] 
Poster
None
Beyond High and Low: Evaluating Graded Cognitive Diversity in LLM Persona Simulations
Sion Weatherhead ⋅ Ben R Newell ⋅ Aaron Belbasis ⋅ Flora Salim
[ OpenReview] 
Poster
None
Fairness in limited resource prediction-driven decisions
Inbal L Navon ⋅ Eitan Bachmat
[ OpenReview] 
Poster
None
V-LUMEN: Visual Lookup Memory for Embedding Scaling in Vision-Language Models
MISO CHOI ⋅ Daekeun Kim ⋅ Eunji Kim ⋅ Jungbeom Lee
[ OpenReview] 
Poster
None
FoldAbS: Repurposing the Protein Folding Model as a Foundation Encoder for Antibody Screening
Jun Wu ⋅ FANDI WU ⋅ Xinyuan Zhu ⋅ Dawei Huang ⋅ Kaiwen Cheng ⋅ Jianzhu Ma ⋅ Fuli Feng ⋅ Jianhua Yao
[ OpenReview] 
Poster
None
Drift Flow Matching
Chenrui Ma ⋅ Xi Xiao ⋅ Lin Zhao ⋅ Tianyang Wang ⋅ Ferdinando Fioretto ⋅ Yanning Shen
[ OpenReview] 
Poster
None
Factor Augmented High-Dimensional SGD
Shubo Li ⋅ Yuefeng Han ⋅ Xiufan Yu
[ OpenReview] 
Poster
None
Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models
Guanhao Zhou ⋅ Yuefeng Han ⋅ Xiufan Yu
[ OpenReview] 
Poster
None
Heterogeneous Parallelism for Multimodal Large Language Model Training
Yashaswi Karnati ⋅ Kamran J Sadeghi ⋅ Akash Mehra ⋅ Li Ding ⋅ Alireza R Ghias ⋅ Pranav P Thombre ⋅ ShifangXu ⋅ Parth Mannan ⋅ Yu Yao ⋅ Hao Wu ⋅ Eric Harper ⋅ Ashwath Aithal ⋅ Nima Tajbakhsh
[ OpenReview] 
Poster
None
Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems
Mason Nakamura ⋅ Abhinav Kumar ⋅ Saswat Das ⋅ Sahar Abdelnabi ⋅ Saaduddin Mahmud ⋅ Ferdinando Fioretto ⋅ Shlomo Zilberstein ⋅ Eugene Bagdasarian
[ OpenReview] 
Poster
None
Program-as-Weights: A Programming Paradigm for Fuzzy Functions
Wentao Zhang ⋅ Liliana Hotsko ⋅ Woojeong Kim ⋅ Pengyu Nie ⋅ Stuart Shieber ⋅ Yuntian Deng
[ OpenReview] 
Poster
None
Global Importance Estimation for KV Cache Eviction
Seojin Kim ⋅ Noseong Park
[ OpenReview] 
Poster
None
CycleSpectra: Cyclic Motion Spectra for Phase-Queryable 4D Cardiac Reconstruction
Xueming Fu ⋅ Xin Li ⋅ Lixia Han ⋅ Ao Shen ⋅ Guangming Lu ⋅ Song Luo ⋅ S. Kevin Zhou
[ OpenReview] 
Poster
None
Learning Joint Semantic-Geometric Uncertainty for Structured Prediction with Closed-Loop Calibration
Bohan Li ⋅ Rui Leng ⋅ Qi Ma ⋅ Shaoyuan Mo ⋅ Ke Wang
[ OpenReview] 
Poster
None
Meta-TTRL: A Metacognitive Framework for Self-Improving Test-Time Reinforcement Learning for T2I Generation in Unified Multimodal Models
Lit S Tan ⋅ Junzhe Chen ⋅ Xiaolong Fu ⋅ Lichen Ma ⋅ Junshi Huang ⋅ Jianzhong Shi ⋅ Yan Li ⋅ Lijie Wen
[ OpenReview] 
Poster
None
Trajectory-Matching Meta Pseudo-Labeling for Semi-Supervised Learning
Minh D Le ⋅ Minh-Duong Nguyen ⋅ Dung Le
[ OpenReview] 
Poster
None
VIGOR: Benchmarking Visual Rationale Correctness in Multimodal Large Language Models
Yanlin Chen ⋅ Tang Li ⋅ Xi Peng
[ OpenReview] 
Poster
None
CoVisIT: Cross-modal Prior Guided Diffusion Model for Visible-to-Infrared Image Translation
Linfeng Tang ⋅ Tong Hu ⋅ Zizhuo Li ⋅ Hao Zhang ⋅ Han Xu ⋅ Zhenfeng Shao ⋅ Jiayi Ma
[ OpenReview] 
Poster
None
CAST: Certifiable Aggregation of Smoothed Teachers for Robust Policy Adaptation
Zhongrui Zhao ⋅ Yanan Cai ⋅ Zhigang Lu ⋅ Longkun Guo ⋅ Ickjai Lee ⋅ Shuchao Pang ⋅ Minhui Xue
[ OpenReview] 
Poster
None
Predicting the Needle in a Petabyte Scale Haystack: Open-Vocabulary Event Anticipation in Satellite Imagery
Lekha Revankar ⋅ Mikhail Klassen ⋅ creon levit ⋅ Ash Hoover ⋅ Kavita Bala ⋅ Bharath Hariharan
[ OpenReview] 
Poster
None
Focus on Where You Aggregate: Restricted SAM for Non-IID Federated Learning
Haotong Wen ⋅ Junkang Liu ⋅ Yi Xu ⋅ Xiao Liu ⋅ Longkun Guo ⋅ Kewen Liao
[ OpenReview] 
Poster
None
\texttt{FEROM}: Frontier Endogenous Reveal-Order Marginal Policy Optimization for Masked Diffusion LMs
Zian Su ⋅ Ziyang Huang ⋅ Kaiyuan Zhang ⋅ Xiangyu Zhang
[ OpenReview] 
Poster
None
Your Benchmark Is an Empirical Measure Over Difficulty
Yifan Sun ⋅ Naicheng Yu ⋅ Jiawen Gong ⋅ Jingyan Shen ⋅ Huan Zhang
[ OpenReview] 
Poster
None
Causal pieces: analysing and improving spiking neural networks piece by piece
Dominik Dold ⋅ Philipp Petersen
[ OpenReview] 
Poster
None
When Graph Structure Provably Helps Classification: Non-Asymptotic Recovery Guarantees
Firooz Shahriari-Mehr ⋅ Javad Aliakbari ⋅ Alexandre Graell i Amat ⋅ Ashkan Panahi
[ OpenReview] 
Poster
None
JEDI: Real-Time Jailbreak Defense for LLMs via In-Generation Detection and Intervention
Ruilin Xie ⋅ Bixin Li ⋅ Xinyu Chen ⋅ Yongqiang Tian ⋅ Wang Lulu
[ OpenReview] 
Poster
None
FedPeel: Peeling Stabilized Layers for Robust Heterogeneous Federated Learning
Haizhou Du ⋅ Lixin Huang ⋅ Zonghan Wu ⋅ Huan Huo ⋅ Huaicheng Yan
[ OpenReview] 
Poster
None
Trust Region Policy Distillation
Zhengpeng Xie ⋅ Li Lyna Zhang ⋅ Zeke Xie ⋅ Mao Yang
[ OpenReview] 
Poster
None
Policy-Level Exploration for Coordinated Multi-Agent Reinforcement Learning
Yucong Zhang ⋅ Chao Yu
[ OpenReview] 
Poster
None
REVERSE: Reinforcing Evidence Verification and Search for Agentic Image Geolocation
Yong Li ⋅ Furong Jia ⋅ Dacheng Yin ⋅ KANG RONG ⋅ Fengyun Rao ⋅ Jing LYU ⋅ Fan Zhang
[ OpenReview] 
Poster
None
LCD$^3$: Layout-Conditioned Diffusion for Dataset Distillation in Object Detection
Yue Cao ⋅ Mohsen Zardadi ⋅ Yu Hu ⋅ Yanshuo Fan ⋅ Jozsef Hamari ⋅ Zheng Liu ⋅ Jianyang Gu
[ OpenReview] 
Poster
None
SemGeo-Gen: Unsupervised Generation of Approximate Cross-Instance Semantic-Geometric Correspondences
Roy Amoyal ⋅ Shira Ifergane ⋅ Oren Freifeld
[ OpenReview] 
Poster
None
Random-Set Graph Neural Networks
Tommy Woodley ⋅ Matteo Tolloso ⋅ Davide Bacciu ⋅ Shireen Kudukkil Manchingal ⋅ Fabio Cuzzolin
[ OpenReview] 
Poster
None
MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding
Zexuan Chen ⋅ Sichao Liu ⋅ Runhao Lu ⋅ Huichao Qi ⋅ Alexandra Woolgar ⋅ Xi V Wang ⋅ Lihui Wang
[ OpenReview] 
Poster
None
RAVEN-Bench: A Paired EO-IR Video QA Benchmark for Aerial Multimodal Understanding
Yu Hu ⋅ Jianyang Gu ⋅ Yue Cao ⋅ Hao Liu ⋅ Kangnan Wang ⋅ Jozsef Hamari ⋅ Zheng Liu ⋅ Mohsen Zardadi
[ OpenReview] 
Poster
None
Rethinking Time Series Tokenization from a Frequency Perspective
Zelong Tian ⋅ Ming Jin ⋅ Bo Du ⋅ Shirui Pan
[ OpenReview] 
Poster
None
HARP: Training-Free Dual-Profile Agentic Communication for LLM-Based Recommendation
Zhen Tao ⋅ Xun Zhou ⋅ Xuhui Chen ⋅ Ziyue Qiao ⋅ Qingqiang Sun
[ OpenReview] 
Poster
None
From Generation to Restoration: Residual Diffusion for Neural Channel Decoding
Qinshan Zhang ⋅ Shipeng Guo ⋅ Xuantai Wu ⋅ Bin Chen ⋅ Zhuochen Fan ⋅ Yong Jiang ⋅ Shu-Tao Xia ⋅ Qing Li
[ OpenReview] 
Poster
None
Standardization of Post-Publication Code Verification is Possible with the Support of the Community
Susana López-Moreno ⋅ Eric R Cuenca ⋅ Sangil Kim
[ OpenReview] 
Poster
None
PI-EDG: Physics-Informed Full-Space Electron Density Generation from Molecular Geometry
Jiahang Shen ⋅ Hongxin Xiang ⋅ Zhixiang Cheng ⋅ Keke Chen ⋅ Yingzhuo Tu ⋅ Wenjie Du ⋅ xiangxiang Zeng
[ OpenReview] 
Poster
None
DETS: An Interval-Censored Evidential Sampling Framework for Cross-Domain Scientific Discovery
Jiahang Shen ⋅ Hongxin Xiang ⋅ Wenjie Du
[ OpenReview] 
Poster
None
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
Gabriel Orlanski ⋅ Devjeet R Roy ⋅ Alexander Yun ⋅ Changho Shin ⋅ Alex Gu ⋅ Albert Ge ⋅ Dyah Adila ⋅ Nicholas Roberts ⋅ Frederic Sala ⋅ Aws Albarghouthi
[ OpenReview] 
Poster
None
Scalable Token-Level Hallucination Detection in Large Language Models
Rui Min ⋅ Tianyu Pang ⋅ Chao Du ⋅ Minhao Cheng ⋅ Yi R. (May) Fung
[ OpenReview] 
Poster
None
Twisted Schrödinger Bridge Matching
Maxence Noble ⋅ Marie Scheid ⋅ Yazid Janati ⋅ Eric Moulines ⋅ Alain Durmus
[ OpenReview] 
Poster
None
CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves
Amirreza Mohseni ⋅ Mona Mohammadi ⋅ Morteza Saghafian ⋅ Naser T Sardari
[ OpenReview] 
Poster
None
MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos
Arushi Goel ⋅ Sreyan Ghosh ⋅ Vatsal Agarwal ⋅ Nishit Anand ⋅ Kaousheik Jayakumar ⋅ Lasha Koroshinadze ⋅ Yao Xu ⋅ Katie Lyons ⋅ James Case ⋅ Siddharth Gururani ⋅ Karan Sapra ⋅ Kevin Shih ⋅ Abhinav Shrivastava ⋅ Ramani Duraiswami ⋅ Dinesh Manocha ⋅ Andrew Tao ⋅ Bryan Catanzaro ⋅ Mohammad Shoeybi ⋅ Wei Ping
[ OpenReview] 
Poster
None
RipBench: A Unified Benchmark for Multi-Level Rip Current Detection, Classification and Segmentation
Andrei Dumitriu ⋅ Aakash Ralhan ⋅ Florin Miron ⋅ Florin Tatui ⋅ Radu Tudor Ionescu ⋅ Radu Timofte
[ OpenReview] 
Poster
None
Flexible Flows for Biological Sequence Design
Yogesh Verma ⋅ Dani Korpela ⋅ Harri Lähdesmäki ⋅ Vikas Garg
[ OpenReview] 
Poster
None
Towards Scalable Context-Aware Single-Cell Spatial Transcriptomics Prediction from Histology Images
Zijun Gao ⋅ Chunbin Gu ⋅ Xiangde Luo ⋅ Jinxi Xiang ⋅ Pheng-Ann Heng
[ OpenReview] 
Poster
None
VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design
Depeng Su ⋅ Yuyu Luo ⋅ Guobiao Hu
[ OpenReview] 
Poster
None
RISE: Red-teaming via Iterative Strategy Evolution for Modern Text-to-Image Models
Dmitrii Kharlapenko ⋅ Sergei Bratchikov ⋅ Konstantin Korolev ⋅ Aleksandr Nikolich
[ OpenReview] 
Poster
None
Video Stitching from Multiple Moving Cameras
Shira Ifergane ⋅ Roy Amoyal ⋅ Shahar Benishay ⋅ Oren Freifeld
[ OpenReview] 
Poster
None
Castle-in-the-Air: Probing the Foundational Visual Deficits of MLLMs via Bottom-Up Cognitive Factors
Jen-Tse Huang ⋅ Dasen Dai ⋅ Jen-Yuan Huang ⋅ Youliang Yuan ⋅ Xiaoyuan Liu ⋅ Wenxuan Wang ⋅ Wenxiang Jiao ⋅ Pinjia He ⋅ Zhaopeng Tu ⋅ Haodong Duan
[ OpenReview] 
Poster
None
Language-Based Agent Control
Timothy Zhou ⋅ Loris D'Antoni ⋅ Nadia Polikarpova
[ OpenReview] 
Poster
None
Harnessing Accurate and Automatic Trend Detection in Data Streams via Tbps-Level Inference
Yuhan Wu ⋅ QianXun Xu ⋅ Lida Liao ⋅ Longlong Zhu ⋅ Jiashuo Yu ⋅ Linying Zheng ⋅ Hongyan Liu ⋅ Dong Zhang ⋅ Chunming Wu ⋅ Xiang Chen
[ OpenReview] 
Poster
None
When Dynamics Shift, Robust Task Inference Wins: Offline Imitation Learning with Behavior Foundation Models Revisited
Rishabh Agrawal ⋅ Rahul Jain ⋅ Ashutosh Nayyar
[ OpenReview] 
Poster
None
SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades
Man Ho Lam ⋅ Chaozheng Wang ⋅ Hange Liu ⋅ Jingyu Xiao ⋅ Haau-Sing Li ⋅ Jen-Tse Huang ⋅ Terry Yue Zhuo ⋅ Michael R Lyu
[ OpenReview] 
Poster
None
Escaping Reasoning Basins: Basin-Aware Search for Inference-Time LLM Reasoning
Lu Cheng
[ OpenReview] 
Poster
None
SPA-Q: Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation
Jaemin Choi ⋅ Jincheol Yang ⋅ Nahyun Lim ⋅ Yun-Seong Jeong ⋅ Matti Zinke ⋅ Hyunwoo Yu ⋅ Suk-Ju Kang
[ OpenReview] 
Poster
None
MOSAIC: Module Discovery via Sparse Additive Identifiable Causal Learning for Scientific Time Series
Shicheng Fan ⋅ Nour Elhendawy ⋅ Jianle Sun ⋅ Ke Fang ⋅ Kun Zhang ⋅ Yihang Wang ⋅ Lu Cheng
[ OpenReview] 
Poster
None
LLM Alignment--Utility Asymmetry under Semantic-Preserving Transformations
Mohan Li ⋅ Chengyu Yu ⋅ Francesco Sovrano ⋅ Marc Langheinrich ⋅ Martin Gjoreski
[ OpenReview] 
Poster
None
Necessary but Not Sufficient: Spectral Tests for Value-Linear Attention Surrogates
Blaž Škrlj ⋅ Ivan C Arisoy ⋅ Solal Vernier
[ OpenReview] 
Poster
None
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models
Bowen Ping ⋅ Xiangxin Zhou ⋅ Penghui Qi ⋅ Minnan Luo ⋅ Liefeng Bo ⋅ Tianyu Pang
[ OpenReview] 
Poster
None
Training Optimal Large Diffusion Language Models
Jinjie Ni ⋅ Qian Liu ⋅ Chao Du ⋅ Longxu Dou ⋅ Hang Yan ⋅ Zili Wang ⋅ Tianyu Pang ⋅ Michael Shieh
[ OpenReview] 
Poster
None
Deep Generative Models for Phylogenetic Inference with Complex Evolutionary Processes
Ethan Baron ⋅ Alan Amin ⋅ Andrew Wilson
[ OpenReview] 
Poster
None
Cascaded Sparse Autoencoders LearnMulti-Level Visual Concepts in Multimodal LLMs
Yusong Zhao ⋅ Hengyi Wang ⋅ Tanuja Ganu ⋅ Akshay Nambi ⋅ Hao Wang
[ OpenReview] 
Poster
None
Learning to Generate Multiple Objects from Dense and Occluded Layouts
Bach H Ngo ⋅ Ngo Tri ⋅ Hieu Le ⋅ Trung Nghia Le
[ OpenReview] 
Poster
None
Darwin-7B: A Multi-Omic Foundation Model for the Human Gut Microbiome via Sparsified Quality-Aware Tokenization
Arvid Ernst Gollwitzer ⋅ David de Gruijl
[ OpenReview] 
Poster
None
From Uncertain Judgments to Calibrated Rankings: Conformal Elo Estimation for LLM Evaluation
Bora Kargi ⋅ David Salinas
[ OpenReview] 
Poster
None
DifFRACT: Diffusion Feature Reconstruction and Attribution for Circuit Tracing
Artyom Mazur ⋅ Nina Konovalova ⋅ Aibek Alanov
[ OpenReview] 
Poster
None
On the Nonlinearity of Learning Rate Scaling for LLM Training
ZAIWEN YANG ⋅ Huaqing Zhang ⋅ Jing Xu ⋅ Jingzhao Zhang
[ OpenReview] 
Poster
None
Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers
Ying Fan ⋅ Anej Svete
[ OpenReview] 
Poster
None
Fast-dLLM++: Fr\'{e}chet Profile Decoding for Faster Diffusion LLM Inference
Siva Rajesh Kasa ⋅ Yasong Dai ⋅ Sumit Negi ⋅ Hongdong Li
[ OpenReview] 
Poster
None
Taking the Road Less Scheduled with Adaptive Polyak Steps
Dimitris Oikonomou ⋅ Matthew Buchholz ⋅ Yuen-Man Pun ⋅ Robert Gower ⋅ Nicolas Loizou
[ OpenReview] 
Poster
None
EgoMo3R: Joint Egocentric Motion and Scene Reconstruction
Chaitanya Patel ⋅ Yusuke Kato ⋅ Rin Takahira ⋅ Kazuki Kozuka ⋅ Juan Carlos Niebles ⋅ Ehsan Adeli
[ OpenReview] 
Poster
None
Equivariant Spherical Transformer for Efficient Molecular Modeling
Junyi An ⋅ Xinyu Lu ⋅ Yun-Fei Shi ⋅ Peijia Lin ⋅ Qianwei Tang ⋅ Li-Cheng Xu ⋅ Chao Qu ⋅ Fenglei Cao ⋅ Yuan Qi
[ OpenReview] 
Poster
None
Learning a Trajectory-Geometric Condition from Reasoning for VLA Planning
Yuguang Yang ⋅ Zhewen Tan ⋅ Canyu Chen ⋅ Cheng Chi ⋅ Chunyang Liu ⋅ Kehua Sheng ⋅ Bo Zhang ⋅ Jinyu Yang ⋅ Linlin Yang ⋅ Baochang Zhang ⋅ Yan Wang ⋅ Xianbin Cao
[ OpenReview] 
Poster
None
The Optimal Control Foundation of Early Exits – Turnpikes and ResNets
Jens Püttschneider ⋅ Simon Heilig ⋅ Asja Fischer ⋅ Timm Faulwasser
[ OpenReview] 
Poster
None
MESSENGER: Memory-Enhanced Sequential Scene Flow Estimation via Autoregressive Next-Frame Forecasting
Jiuming Liu ⋅ Jianing Li ⋅ Mengmeng Liu ⋅ Hongyang He ⋅ Hesheng Wang ⋅ Per O Kristensson
[ OpenReview] 
Poster
None
MemReg: Streaming Outdoor LiDAR Point Cloud Registration with Hybrid Memory Buffers
Jiuming Liu ⋅ Mengmeng Liu ⋅ Guangming Wang ⋅ Lihao Liu ⋅ Michael Yang ⋅ Yunpeng Zhang ⋅ Francesco Nex ⋅ Hao Cheng ⋅ Hesheng Wang
[ OpenReview] 
Poster
None
UNIVERSE: Unified Video Action Models for Autonomous Driving with Flexible Mask-Modulated Modality Generation
Mengmeng Liu ⋅ Diankun Zhang ⋅ Jiuming Liu ⋅ Jianfeng Cui ⋅ Hongwei Xie ⋅ Guang Chen ⋅ Hangjun Ye ⋅ Francesco Nex ⋅ Hao Cheng ⋅ Michael Yang
[ OpenReview] 
Poster
None
SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
Xuyi Hu ⋅ Jin Lyu ⋅ Jiuming Liu ⋅ Yebin Liu ⋅ Silvia Zuffi ⋅ Liang An ⋅ Stefan Goetz
[ OpenReview] 
Poster
None
Local Guidance, Global Impact: Gaussian-Reshaped Trust Region Unlocks Behavior Transitions
Bingxu Liu ⋅ Jiashun Liu ⋅ Johan Obando Ceron ⋅ Hao Wang ⋅ Runze Liu ⋅ Pablo Samuel Castro ⋅ Aaron Courville ⋅ Ling Pan
[ OpenReview] 
Poster
None
MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome
Fangda Ye ⋅ Yuxin Hu ⋅ Pengxiang Zhu ⋅ Yibo Li ⋅ Ziqi Jin ⋅ Yao Xiao ⋅ Yibo Wang ⋅ Lei Wang ⋅ Zhen Zhang ⋅ Lu Wang ⋅ Yue Deng ⋅ Bin Wang ⋅ Yifan Zhang ⋅ Liangcai Su ⋅ Xinyu Wang ⋅ He ZHAO ⋅ CHEN WEI ⋅ Qiang Ren ⋅ Bryan Hooi ⋅ Bo An ⋅ Shuicheng Yan ⋅ Lidong Bing
[ OpenReview] 
Poster
None
NEAT: Neighborhood-Guided, Efficient, Autoregressive Set Transformer for 3D Molecular Generation
Daniel Rose ⋅ Roxane A Jacob ⋅ Johannes Kirchmair ⋅ Thierry Langer
[ OpenReview] 
Poster
None
Simulating Human Memory with Language Models
Qihan Wang ⋅ Nicholas Tomlin ⋅ Michael Hu ⋅ Brian Dillon ⋅ Tal Linzen
[ OpenReview] 
Poster
None
Forgetting is Not Always Bad: A Neuro-Inspired Memory Repair Mechanism for Poisoned LLM Agents
Lei Liu ⋅ Yunji Liang ⋅ Xiaowen Zhang ⋅ Jingqi Liu ⋅ Qi Li ⋅ Bin Guo ⋅ Zhiwen Yu
[ OpenReview] 
Poster
None
Coarse-to-Refine: Trajectory Self-Refinement in Single Autoregressive Pass for Driving VLA
Canyu Chen ⋅ Yuguang Yang ⋅ Jianing Pang ⋅ Zhewen Tan ⋅ Cheng Chi ⋅ Chunyang Liu ⋅ Kehua Sheng ⋅ Bo Zhang ⋅ Linlin Yang ⋅ Xiaoyan Luo ⋅ Yan Wang ⋅ Baochang Zhang
[ OpenReview] 
Poster
None
Thinking in Boxes: 3D Editing in Real Images Made Easy
Pradhaan Bhat ⋅ Naveen C R ⋅ Rishubh Parihar ⋅ Vaibhav Vavilala ⋅ Venkatesh Babu Radhakrishnan ⋅ David Forsyth ⋅ Anand Bhattad
[ OpenReview] 
Poster
None
Strategist: Designing Agentic Reasoning at Scale
Taiming Lu ⋅ Qi Xu ⋅ Zhigang Hua ⋅ Zhuang Liu
[ OpenReview] 
Poster
None
Strong Teacher Not Needed? On Distillation in LLM Pretraining
Taiming Lu ⋅ Zhuang Liu
[ OpenReview] 
Poster
None
The Geometry of Generative Latents: Navigability and Invertibility
Zexi Jia ⋅ Jingwei Li ⋅ Pengcheng Luo ⋅ Shipeng Cen ⋅ Longhui Yuan ⋅ Jinchao Zhang ⋅ Jie Zhou
[ OpenReview] 
Poster
None
SAGE: Evidence-First Biomarker Discovery through Multi-Agent Reasoning
Sahar Almahfouz Nasser ⋅ Juan Francisco Pesantez Borja ⋅ Jincheng Liu ⋅ Sandeep Manandhar ⋅ Shikhar Shiromani ⋅ Mohammad T Hasan ⋅ Zenghan Wang ⋅ Suman Ghosh ⋅ Jinchu Li ⋅ Xuejian Xu ⋅ Aniket R Iyer ⋅ Naoto Tokuyama ⋅ Twisha Shah ⋅ Tilak Pathak ⋅ Soundharya Kumaresan ⋅ Yohei Abe ⋅ Himanshu Maurya ⋅ Anant Madabhushi
[ OpenReview] 
Poster
None
Trimming the Long-Tail of Visual World Modeling Evaluation
Bingxuan Li ⋅ Yining Hong ⋅ Cheng Qian ⋅ Hyeonjeong Ha ⋅ Jiateng Liu ⋅ Zhenhailong Wang ⋅ Yue Guo ⋅ Yunzhu Li ⋅ Heng Ji
[ OpenReview] 
Poster
None
Evaluating Spatiotemporal Reasoning of Vision-Language Models in Atari Gameplay
Mingjia Huo ⋅ Yao Fu ⋅ Bo Chang ⋅ Yaqing Wang ⋅ Dawei Zhu ⋅ Dylan Zhang ⋅ Xinyang Yi ⋅ Lichan Hong ⋅ Ed Chi ⋅ Hao Zhang ⋅ Jiaxi Tang
[ OpenReview] 
Poster
None
A2Eval: Agentic and Automated Evaluation for Embodied Brain
Shuai Zhang ⋅ Jiayu Hu ⋅ Zijie Chen ⋅ Zeyuan Ding ⋅ Yi Zhang ⋅ Yingji Zhang ⋅ Ziyi Zhou ⋅ Junwei Liao ⋅ Shengjie Zhou ⋅ Yong Dai ⋅ Zhenzhong Lan ⋅ Xiaozhu Ju
[ OpenReview] 
Poster
None
Predictive–Generative Drift Decomposition for Speech Enhancement and Separation
Julius Richter ⋅ Yoshiki Masuyama ⋅ Christoph Boeddeker ⋅ Takahiro Edo ⋅ Gordon Wichern ⋅ Jonathan Le Roux
[ OpenReview] 
Poster
None
Multi-Level Alignment Framework for Long-Term Olfactory Neural Decoding
Xu Bohao ⋅ Jiawei Zeng ⋅ Gang Yu ⋅ Lei Wang ⋅ Xiaoying Tang ⋅ Duanduan Chen ⋅ Tianyi Qian
[ OpenReview] 
Poster
None
Ego-HMB: Human Motion Bridging from Egocentric Images via Motion Bridge Diffusion Model
Gaoge Han ⋅ yongkang cheng ⋅ shaoli huang ⋅ Jing Zhang ⋅ Mingming Gong ⋅ Fakhri Karray ⋅ Tongliang Liu
[ OpenReview] 
Poster
None
CORTEG: Foundation Models Enable Cross-Modality Representation Transfer from Scalp to Intracranial Brain Recordings
Liuyin Yang ⋅ Qiang Sun ⋅ Bob Van Dyck ⋅ Eva C Merino ⋅ Marc M Van Hulle
[ OpenReview] 
Poster
None
Seeing or Rationalizing? Scene-Evidence-Guided Chain-of-Thought for Faithful 3D Multimodal Reasoning
Guoqing Ma ⋅ Lihao Guo ⋅ Chuangxin Zhao ⋅ Yihao Zhong ⋅ Mingqi Yuan ⋅ Shan Yu
[ OpenReview] 
Poster
None
Mixture of Layers: Dynamic Layer Routing for Visual Reasoning
Jeonghwan Kim ⋅ Sofia Stoica ⋅ Jiwan Chung ⋅ Ansel Blume ⋅ Hyeonjeong Ha ⋅ Zhenhailong Wang ⋅ Xin Dong ⋅ Heng Ji
[ OpenReview] 
Poster
None
TSFM Meets LLM: Context as Covariate
Hemanth Ram G K ⋅ Sai Shankar Narasimhan ⋅ Shubhankar Agarwal ⋅ Sandeep Chinchali
[ OpenReview] 
Poster
None
MHWA: Multi-timescale Hierarchical World-Action Model
Pengcheng Pan ⋅ Guoqing Ma ⋅ Yuhan Zhang ⋅ Yang Chen ⋅ Yichen Liu ⋅ Ziheng Li ⋅ Shan Yu
[ OpenReview] 
Poster
None
Advancing Affordance-Grounded Creative Tool Use in Large Multimodal Models
Cheng Qian ⋅ Hyeonjeong Ha ⋅ Jiayu Liu ⋅ Jeonghwan Kim ⋅ Emre Can Acikgoz ⋅ Bingxuan Li ⋅ Kunlun Zhu ⋅ Jiateng Liu ⋅ Aditi Tiwari ⋅ Zhenhailong Wang ⋅ Xiusi Chen ⋅ Heng Ji
[ OpenReview] 
Poster
None
Query-Limited Community Recovery in Stochastic Block Models
Sabyasachi Basu ⋅ MANUJ MUKHERJEE ⋅ Lutz Oettershagen ⋅ Suhas Thejaswi
[ OpenReview] 
Poster
None
Don't Pay Attention, PLANT It: Pretraining Attention via Learning-to-Rank
Debjyoti S Roy ⋅ Byron Wallace ⋅ Javed A Aslam
[ OpenReview] 
Poster
None
One Adapter For All: Towards Generalizable Many-To-One Domain Adaptation In Heterogeneous Collaborative Perception
Lu Bin ⋅ Zhewei Fu ⋅ Shaohong Wang ⋅ Zhiyu Xiang ⋅ Hangguan Shan ⋅ Eryun Liu
[ OpenReview] 
Poster
None
Denoising Distances in Metric Measure Spaces
Han Huang ⋅ Pakawut Jiradilok ⋅ Elchanan Mossel
[ OpenReview] 
Poster
None
Mitigating Asymmetric Boundary Encroachment in Continual Learning of Vision-Language Models
Mingfeng Li ⋅ Xinyang Chen ⋅ Xiucheng Li ⋅ Weili Guan ⋅ Liqiang Nie
[ OpenReview] 
Poster
None
State of Thought Enables Endogenous Reasoning
Zhiren Gong ⋅ Yikun Hou ⋅ Zeng Zihao ⋅ Ming Xiao ⋅ Chau Yuen ⋅ Wei Yang Bryan Lim
[ OpenReview] 
Poster
None
HetCCL: Efficient LLM Training on Heterogeneous Vendor GPUs
Heehoon Kim ⋅ Jaehwan Lee ⋅ Taejeoung Kim ⋅ Jongwon Park ⋅ Jinpyo Kim ⋅ Pyongwon Suh ⋅ Ryan H Choi ⋅ Sangwoo Lee ⋅ Jaejin Lee
[ OpenReview] 
Poster
None
RATS! Patches Talk Through Registers: Emergent Parts in Register Attention Transformers
Timing Yang ⋅ Predrag Neskovic ⋅ Jansen Seheult ⋅ Wenchao Han ⋅ Anand Bhattad ⋅ Alan Yuille ⋅ Feng Wang
[ OpenReview] 
Poster
None
SliceWorld: A Predictive and Controllable World-State Model for CT Report Generation
Yuanhe Tian ⋅ Yan Song
[ OpenReview] 
Poster
None
The sublevel Flood bifiltration: towards scalable 2-parameter persistent homology
Mattéo Clémot ⋅ Julie Digne ⋅ Julien Tierny
[ OpenReview] 
Poster
None
Provable Pruning for Efficient 3D Gaussian Splatting via Coresets
Waseem Mussa ⋅ Alaa Maalouf
[ OpenReview] 
Poster
None
Topological Periodicity Test (TopPT) via Confidence Bound of Time-Delay Embeddings
Donghyun Park ⋅ Junhyun An ⋅ Taehyoung Kim ⋅ Jisu Kim
[ OpenReview] 
Poster
None
PDF-HR: Pose Distance Fields for Humanoid Robots
Yi Gu ⋅ Yukang Gao ⋅ Yangchen Zhou ⋅ Xingyu Chen ⋅ Yixiao Feng ⋅ Mingle Zhao ⋅ Yunyang Mo ⋅ Zhaorui Wang ⋅ Lixin Xu ⋅ Renjing Xu
[ OpenReview] 
Poster
None
SCHTs: A Semi-Structured Dynamic Sparse Training Framework for Hardware-Efficient Deep Learning
Yuan Hua ⋅ Zhaoxu Ding ⋅ Jilin Zhang ⋅ Ziyi Cheng ⋅ Zhijie Jian ⋅ Wenqi Gu ⋅ Carlo Vittorio Cannistraci ⋅ Hong Chen
[ OpenReview] 
Poster
None
Hyperspherical Local Margin Retraction for Zero-Shot Instance-Wise Machine Unlearning
Hongyi Lyu ⋅ Xuyun Zhang ⋅ Xiaoxiao Chi ⋅ Guanfeng Liu ⋅ Amin Beheshti
[ OpenReview] 
Poster
None
On the Convergence of Success Conditioning for Policy Optimization
Matthew Brun ⋅ Andy Sun
[ OpenReview] 
Poster
None
Self-Correction as Transition Geometry: Internalizing Reasoning via Lifted State Policy Optimization
Ren Zhuang ⋅ Ben Wang ⋅ Shuifa Sun
[ OpenReview] 
Poster
None
Slower Generalization, Faster Memorization: A Sweet Spot in Algorithmic Learning
Shin So ⋅ Kyelim Lee ⋅ Albert No
[ OpenReview] 
Poster
None
InformedXRD: Reproducible Benchmarks and Physics-Informed Evaluation for Powder Diffraction Symmetry Classification
Edward G Friedman ⋅ Elizabeth J Baggett ⋅ Abhishek Shetty ⋅ Derrick Chan-Sew ⋅ Vanellsa Acha ⋅ Harshitha Dwaracherla ⋅ P. A Kienzle ⋅ William Ratcliff
[ OpenReview] 
Poster
None
Extending Myerson's Optimal Auctions to Correlated Bidders via Neural Network Interpolation
Mingyu Guo ⋅ Jiayuan Liu ⋅ Vincent Conitzer
[ OpenReview] 
Poster
None
ManiFusion: Unlocking High-Throughput Generation via Superposition in Manifold Space
Minkyu Kim ⋅ Baekseung Kim ⋅ Junhoo Lee ⋅ Jangho Kim ⋅ Nojun Kwak
[ OpenReview] 
Poster
None
Do Sparse Autoencoders Learn Meaningful Concept Hierarchies?
Nils Grandien ⋅ David Steinmann ⋅ Felix Friedrich ⋅ Kristian Kersting
[ OpenReview] 
Poster
None
GAIA: Geometry-Adaptive Operator Learning for Forward and Inverse Problems
Meenakshi Krishnan ⋅ Pranav Pulijala ⋅ Ke Chen ⋅ Haizhao Yang ⋅ Ramani Duraiswami
[ OpenReview] 
Poster
None
Adaptive-Margin Masking and Restoration for Balanced Multimodal Learning
Guangbin Zhang ⋅ Zheyang Luo ⋅ Jiangming Liu
[ OpenReview] 
Poster
None
FedSEM: Mitigating Cross-Client Evidence Drift in Federated Multiple Instance Learning
Zhiqiang Kou ⋅ Beidi Wang ⋅ Yuling Shi ⋅ Shengkun Zhu ⋅ Wei Tang ⋅ Xiaodong Gu ⋅ Jiankai Zuo ⋅ Di Jiang ⋅ Yu Zhang
[ OpenReview] 
Poster
None
Multi-Marginal Couplings for Metropolis--Hastings
Truong Buu Phan ⋅ Gergely Flamich ⋅ Ashish Khisti ⋅ Shahab Asoodeh
[ OpenReview] 
Poster
None
Trust What Matters: Language-Conditioned Evidence Routing for Video-IMU Action Question Answering
Tengjun Ni ⋅ Xin Yuan ⋅ Shenghong Li ⋅ Kai Wu ⋅ Wei Ni ⋅ Ren Ping Liu ⋅ Y. J Guo
[ OpenReview] 
Poster
None
Discriminative Score Function: Turning Pretrained Models into Functional Generative Priors
Junhoo Lee ⋅ Hyeonjin Kim ⋅ Sangbum Han ⋅ Nojun Kwak
[ OpenReview] 
Poster
None
Verifying Agents in Rubric-Graded Environments
Markus Dücker ⋅ Vaibhav Kumar ⋅ Yi Liu ⋅ Ronak Chaudhary ⋅ Andreas Plesner ⋅ Francisco Guzmán ⋅ Anish Athalye
[ OpenReview] 
Poster
None
Fractional Power-of-Two Quantization for Efficient and Effective Multiplier-Free LLM Inference
Sunghyun Wee ⋅ Geunjae Choi ⋅ Hyeonjin Kim ⋅ Suyoung Kim ⋅ Nojun Kwak
[ OpenReview] 
Poster
None
BankerToolBench: Evaluating AI Agents in End-to-End Investment Banking Workflows
Elaine Lau ⋅ Markus Dücker ⋅ Ronak Chaudhary ⋅ Hui Wen Goh ⋅ Rosemary Wei ⋅ Vaibhav Kumar ⋅ Saed Qunbar ⋅ Guram Gogia ⋅ Yi Liu ⋅ Scott Millslagle ⋅ Nasim Borazjanizadeh ⋅ Ulyana Tkachenko ⋅ Samuel E Danquah ⋅ Collin Schweiker ⋅ Vijay Karumathil ⋅ Asrith Devalaraju ⋅ Andrew P Martin ⋅ Varsha Sandadi ⋅ Haemi Nam ⋅ Punit Arani ⋅ Ray Epps ⋅ Abdullah Arif ⋅ Sahil Bhaiwala ⋅ Curtis Northcutt ⋅ Skyler Wang ⋅ Anish Athalye ⋅ Jonas Mueller ⋅ Francisco Guzmán
[ OpenReview] 
Poster
None
Grounding Multimodal Reasoning with Evidence-Ablated Negatives
chenxi liu ⋅ Tianyi Xiong ⋅ Yanshuo Chen ⋅ Heng Huang
[ OpenReview] 
Poster
None
Mitigating Factual Hallucination in Large Reasoning Models via Mixed-Mode Advantage Regularization
Kaishen Wang ⋅ Tong Zheng ⋅ Xuehao Cui ⋅ Ruibo Chen ⋅ Tianyi Xiong ⋅ Heng Huang
[ OpenReview] 
Poster
None
GOLD: Geometric Optimized Latent Diffusion for Structure-Aware RNA Inverse Folding
Qi Si ⋅ Xuyang Liu ⋅ Penglei Wang ⋅ Shuo Su ⋅ LIMEI HAN ⋅ Mengzhu Li ⋅ Xin Guo ⋅ Yuan Qi ⋅ Yuan Cheng
[ OpenReview] 
Poster
None
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling
Tong Zheng ⋅ Haolin Liu ⋅ Chengsong Huang ⋅ Huiwen Bao ⋅ Sheng Zhang ⋅ Rui Liu ⋅ Runpeng(Leo) Dai ⋅ Ruibo Chen ⋅ chenxi liu ⋅ Tianyi Xiong ⋅ Xidong Wu ⋅ Hongming Zhang ⋅ Heng Huang
[ OpenReview] 
Poster
None
AbSpecAlign: Specificity Reward Alignment for Antigen-Conditioned Antibody Generation
Jingbo Zeng ⋅ Yang Xiao ⋅ Shenghua Gao
[ OpenReview] 
Poster
None
LLMs can construct powerful representations and streamline sample-efficient supervised learning
Ilker Demirel ⋅ Lawrence Shi ⋅ Zeshan Hussain ⋅ David Sontag
[ OpenReview] 
Poster
None
Seeing Both the Forest and the Trees: Reusing Holistic 3D Priors for Part-Decomposed Generation
Yiqun Zhao ⋅ Binbin Huang ⋅ Haobin Duan ⋅ Zibo Zhao ⋅ Shenghua Gao
[ OpenReview] 
Poster
None
SOAR: Semantic Organ-Aware Pretraining for 3D CT Image Understanding
Huidong Xie ⋅ Wei Ji ⋅ Sunan He ⋅ Zhihao Tang ⋅ Wen Tang ⋅ Jun Zhao ⋅ Hongming Shan
[ OpenReview] 
Poster
None
Generative Structure from Motion with Native 3D Diffusion
Haobin Duan ⋅ Binbin Huang ⋅ Mochu Xiang ⋅ Yiqun Zhao ⋅ Zibo Zhao ⋅ Yi Ma ⋅ Shenghua Gao
[ OpenReview] 
Poster
None
VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models
Qijia He ⋅ Xunmei Liu ⋅ Hammaad Memon ⋅ Ziang Li ⋅ Zixian Ma ⋅ Jaemin Cho ⋅ Jason Ren ⋅ Daniel Weld ⋅ Ranjay Krishna
[ OpenReview] 
Poster
None
VI-Bench: Benchmarking Prompt Inversion from AIGC Videos
Xie ⋅ Rui Zhao ⋅ Kecen Li ⋅ Xiujin Liu ⋅ Bokang Zhang ⋅ Zheng Liu ⋅ Xinwen Hou ⋅ Chen GONG
[ OpenReview] 
Poster
None
Visual Reinforcement Fine-Tuning via Bootstrapped Medical Reasoning
Yequan Bie ⋅ Peng Xie ⋅ Zhixuan CHEN ⋅ Yihui Wang ⋅ Andong Tan ⋅ Linshan Wu ⋅ Sunan He ⋅ Jianda Mao ⋅ Yangqiu Song ⋅ Kani Chen ⋅ Hao CHEN
[ OpenReview] 
Poster
None
Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization
Xinwu Ye ⋅ He CAO ⋅ Li Hao ⋅ Bin Feng ⋅ Zijing Liu ⋅ Robert Tang ⋅ Yu Li ⋅ Shenghua Gao
[ OpenReview] 
Poster
None
Coherence-Aware Transition-Intent Fusion for LTL Planning under Uncertain Semantic Maps
Junyue Huang ⋅ Bowen Ye ⋅ Xiang Yin
[ OpenReview] 
Poster
None
TrajWiki: Source-Grounded Memory Trajectories for Long-Horizon Dialogue Agents
Jingyu Sun ⋅ Yuyang Xue ⋅ Mingyang Li ⋅ Zhengtao Yao ⋅ Jiachen Li ⋅ Yang Cui ⋅ Wenhao Cai ⋅ Haozhe Liu ⋅ Fangying Wang ⋅ Magdalene K Montgomery ⋅ Syed M Baker ⋅ Hongpeng Zhou
[ OpenReview] 
Poster
None
Counterfactual Online Conformal Prediction Under Adaptive Logging
Xinyu Qiao ⋅ yichen lin ⋅ Kaihong Ji ⋅ xue wang ⋅ Tao Yao
[ OpenReview] 
Poster
None
Disentangling Channel Semantics in Vision Transformers via Token Decorrelation and Composition-Aware Modulation
Daeun Kim ⋅ Hyejin Park ⋅ Hyesong Choi ⋅ Dongbo Min
[ OpenReview] 
Poster
None
Decoupling is the Key: Scaling Deep Value Networks in Reinforcement Leanring
Yunsheng Xue ⋅ Ziyi Zhang ⋅ zhihao wu ⋅ Youfang Lin
[ OpenReview] 
Poster
None
SwiftVLM: Efficient Vision-Language Model Inference via Cross-Layer Token Bypass
Qian ⋅ Xinran Yu ⋅ Xinan Wang ⋅ Danyang Li ⋅ Guoxuan Chi ⋅ Zheng Yang ⋅ Qiang Ma ⋅ Xin Miao
[ OpenReview] 
Poster
None
SR-GRPO: Stable Rank as an Intrinsic Geometric Reward for Large Language Model Alignment
Yixuan Tang ⋅ Yi Yang
[ OpenReview] 
Poster
None
MIRAGE: Hierarchical MI-Surrogate Regulation for Graph Contrastive Learning
Qi Teng ⋅ Xueer Wang
[ OpenReview] 
Poster
None
Crowded in B-Space: Calibrating Shared Directions for LoRA Merging
Yixuan Tang ⋅ Yi Yang
[ OpenReview] 
Poster
None
AnchorRep: Defending LLMs Against Cross-Model Adversarial Transfer via Representation Repulsion
Gal Wertheizer ⋅ Rom Himelstein ⋅ Tomer Peretz ⋅ Avi Mendelson
[ OpenReview] 
Poster
None
When a Window Is Not an Action: Selective Phase-Script Deliberation for Sliding-Window Human Activity Recognition
Qi Teng ⋅ Xueer Wang
[ OpenReview] 
Poster
None
DistDebug-Bench: Can LLM Agents Diagnose Bugs in Distributed Systems?
Yuxuan Jiang ⋅ Chenglin Liu ⋅ John Rose ⋅ Mason Miller ⋅ Ruthesh Thavamani ⋅ Juntao Wu ⋅ Yinwei Huang ⋅ Jiahao Xu ⋅ Peng Huang
[ OpenReview] 
Poster
None
See to Believe: Segmentation by Reasoning with Visual Evidence
Changsong Wen ⋅ Yanjie Wang ⋅ Zelin Peng ⋅ Yu Huang ⋅ Yaoming Wang ⋅ Xiaokang Yang ⋅ Wei Shen
[ OpenReview] 
Poster
None
RoPE Is Not a Proper Relative Position Embedding
Yui Oka ⋅ Kyosuke Nishida ⋅ Sho Yokoi
[ OpenReview] 
Poster
None
ArtCrafter: Feed-Forward Generation of Articulated 3D Object with Analytic Joint Derivation
Minh Tu ⋅ Quang-Binh Nguyen ⋅ Khoi Nguyen
[ OpenReview] 
Poster
None
DNS-Calibrated Local Stochastic Transition Closure for PDE-Free Long-Horizon Turbulence Diffusion
Zhuoer Lin ⋅ Wenwu He ⋅ Congcong Liu ⋅ Zhuo-Xu Cui
[ OpenReview] 
Poster
None
BodyBench: Evaluating Adversarial Image Defenses Against AI Nudification Inpainting
Li Qiwei ⋅ Salma Abdel Magid ⋅ Olga Russakovsky ⋅ Eric Gilbert ⋅ Sarita Schoenebeck
[ OpenReview] 
Poster
None
Generalization in Neural Networks Through the Lens of Magnitude Potential
Sahel Torkamani ⋅ Henry Gouk ⋅ Rik Sarkar
[ OpenReview] 
Poster
None
Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness
Qiangqiang Wu ⋅ Grace McIlvain ⋅ Zhou Yu ⋅ Junhao Wen
[ OpenReview] 
Poster
None
HiFloat4 Format for Language Model Pre-training on Ascend NPUs
Mehran Taghian Jazi ⋅ Yunke Peng ⋅ Xing Huang ⋅ Yao Wang ⋅ Yaoyuan Wang ⋅ Wei Guo ⋅ Yuanyong Luo ⋅ Tianchi Hu ⋅ JUNSONG WANG ⋅ Xin Wang ⋅ Hu Liu ⋅ Yu Cheng ⋅ Yu Z Wei ⋅ Hongliang Li ⋅ Mehdi Rahimifar ⋅ Lei YAN ⋅ wxuefei ⋅ Zhuang Ma ⋅ Liulei ⋅ Hui Yu ⋅ Anandharaju D Raju ⋅ Hoang Le ⋅ Hei Yi Mak ⋅ Tanzila Rahman ⋅ Shadan Golestan
[ OpenReview] 
Poster
None
Addressing Sparse-Rewards in RL with Scalable Hierarchical Novel Eigen Options
Priyesh Vijayan ⋅ Élodie Côté-Gauthier ⋅ Mathieu Reymond ⋅ Sarath Chandar ⋅ Doina Precup ⋅ Isabeau Prémont-Schwarz
[ OpenReview] 
Poster
None
Echoes of Error: Residual-Directional Local Rollout Consistency for Timeseries Forecasting
Zheng Wang ⋅ Kaixuan Zhang ⋅ Xiaonan Lu ⋅ Wanfang Chen
[ OpenReview] 
Poster
None
Spectral Identifiability for World Models: Polynomial Projectors, Resolvent Stability, and a Krylov Bottleneck
Mai P Hung ⋅ Duc H Nguyen ⋅ Luong Doan ⋅ Ngoc M Vu ⋅ Khanh N Quoc ⋅ Nhung Duong ⋅ Naeem Ul Islam ⋅ Tuan Do
[ OpenReview] 
Poster
None
Label-Free Consistency Correction for Weak-to-Strong Generalization
Qi He ⋅ Heng Huang
[ OpenReview] 
Poster
None
Learning Rate Decay Can Exponentially Accelerate SGD for Global Optimization of Nonconvex Functions
Guneykan Ozgul ⋅ Dylan Herman ⋅ Junhyung Lyle Kim ⋅ Shree H Sureshbabu ⋅ Shouvanik Chakrabarti
[ OpenReview] 
Poster
None
Learning in Policy Transparency Games: Wedge Structure and Adaptive Certification
Nguyen T Uyen ⋅ Khanh N Quoc ⋅ Duc H Nguyen ⋅ Ngoc M Vu ⋅ Mai P Hung ⋅ Luong Doan ⋅ Le V Trang ⋅ Trang Pham ⋅ Nhung Duong ⋅ Tuan Do
[ OpenReview] 
Poster
None
HARMONY: Hierarchical Anchor Retrieval on Manifold for Oblivious-source Acoustic Anomaly Detection
Yuhang Zhang ⋅ Yang Li ⋅ Mingyuan Li ⋅ Qiang Wu
[ OpenReview] 
Poster
None
SympFNO: Structure-Preserving Fourier Neural Operators for Physical Surrogate Modeling
Luong Doan ⋅ Duc H Nguyen ⋅ Khanh N Quoc ⋅ Mai P Hung ⋅ Ngoc M Vu ⋅ Bui T Hieu ⋅ Nhung Duong ⋅ Phong Ho ⋅ Long H Dang ⋅ Tuan Do
[ OpenReview] 
Poster
None
Adaptive Fine-Tuning Scheduler for Multi-Tenant Edge LLM via Convergence-Aware Bandits
Yandi Li ⋅ Jianxiong Guo ⋅ Yupeng Li ⋅ Zhiqing Tang ⋅ Tian Wang ⋅ Weijia Jia
[ OpenReview] 
Poster
None
GeoRad-3D: Factorized Geometry Transport and Residual Radiometry for 3D Radar Nowcasting
YITING LI ⋅ Zihan Zhou ⋅ Shengkai Chen ⋅ Jing Zhang ⋅ Jianyu Liang ⋅ Ka W CHUI ⋅ Chen Chen ⋅ Fayao Liu ⋅ Yifang Yin ⋅ Shili Xiang
[ OpenReview] 
Poster
None
$\text{PartConcepts}$: A Unified Mechanism for Fine-Grained Part Localization and Generation
Vaibhav Agrawal ⋅ Varghese P Kuruvilla ⋅ Harsh Rangwani ⋅ Ravi Kiran Sarvadevabhatla
[ OpenReview] 
Poster
None
GAPS: Gradient-Aware Adaptation-Gap Scoring for Time-Series Anomaly Detection with Foundation Models
Jongwon Kim ⋅ Byunghun Song ⋅ Young Myoung Ko
[ OpenReview] 
Poster
None
MixScentNet: A Multiscale Graph-based Framework for Predicting Scent Mixture Perception
Xingran Liao ⋅ Mingliang Zhou ⋅ Weisi Lin
[ OpenReview] 
Poster
None
Rethink Action Chunking in VLA Through Human Motor Control
Wenxi Chen ⋅ Yuejiang Liu ⋅ Zijian He ⋅ Shaoshuai Mou ⋅ Yan Gu
[ OpenReview] 
Poster
None
DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation
Haozhe Xie ⋅ Beichen Wen ⋅ Jiarui Zheng ⋅ Zhaoxi Chen ⋅ Fangzhou Hong ⋅ Haiwen Diao ⋅ Ziwei Liu
[ OpenReview] 
Poster
None
Interpretable but Fragile? Robustness of Concept Bottlenecks under Geometric-Semantic Perturbations
Hanwei Zhang ⋅ Tianma Hu ⋅ Gaojie Jin ⋅ Xu Cheng ⋅ Ronghui Mu
[ OpenReview] 
Poster
None
Coarse-to-Real: Generative Rendering for Populated Dynamic Scenes
Gonzalo Gomez-Nogales ⋅ Yicong Hong ⋅ Chongjian GE ⋅ Peiye Zhuang ⋅ Marc Comino-Trinidad ⋅ Dan Casas ⋅ Yi Zhou
[ OpenReview] 
Poster
None
Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
Boxin Wang ⋅ Chankyu Lee ⋅ Nayeon Lee ⋅ Sheng-Chieh Lin ⋅ Wenliang Dai ⋅ Yang Chen ⋅ Yangyi Chen ⋅ Zhuolin Yang ⋅ Zihan Liu ⋅ Mohammad Shoeybi ⋅ Bryan Catanzaro ⋅ Wei Ping
[ OpenReview] 
Poster
None
Rethinking Contrastive Loss in CLIP Post-training: A Complementary Framework with Frozen Text Encoder
Zidan Wang ⋅ Yaqian Li ⋅ xiaokai zhang ⋅ Kun He ⋅ Kaiwen Long ⋅ Hanpeng Liu
[ OpenReview] 
Poster
None
BSO: Safety Alignment Is Density Ratio Matching
Tien-Phat Nguyen ⋅ Truong Nguyen ⋅ Thin Nguyen ⋅ Duy M. H. Nguyen ⋅ Ngoc-Thanh Dinh ⋅ Trung Le
[ OpenReview] 
Poster
None
ITO: Multi-View Alignment and Training-Time Fusion for Image-Text Pretraining
Hanpeng Liu ⋅ Yaqian Li ⋅ Zidan Wang ⋅ Shuoxi Zhang ⋅ Zonglin Zhao ⋅ Zi-Hao Bo ⋅ rinyoichi takezoe ⋅ Kaiwen Long ⋅ Kun He
[ OpenReview] 
Poster
None
SemMSA: Latent Semantic-Aided Robust Multimodal Sentiment Analysis with Incomplete Data
Wenhao Li ⋅ Zhibin Wu ⋅ Chong Xiao ⋅ Qiangchang Wang
[ OpenReview] 
Poster
None
On the Geometry and Latent-Space Composition of Hypernetwork-Generated LoRAs
Yanlai Yang ⋅ Minki Kang ⋅ Divyam Madaan ⋅ Sung Ju Hwang ⋅ Mengye Ren
[ OpenReview] 
Poster
None
MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters
Yuming Yang ⋅ Xiao Sun ⋅ Yuanwei Zou ⋅ Zhengxiao Wu ⋅ Jiang Zhong ⋅ Haoyang Zeng ⋅ Jingwang Huang ⋅ Kaiwen Wei
[ OpenReview] 
Poster
None
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks
Young-Jun Lee ⋅ Seungone Kim ⋅ Minki Kang ⋅ Alistair C Chuen ⋅ Zerui Chen ⋅ Seungho Han ⋅ Taehee Jung ⋅ Dongyeop Kang
[ OpenReview] 
Poster
None
Training-Free Entangler Selection for Quantum Neural Networks via Hilbert–Schmidt Geometry
WOOSEOB SIM ⋅ Yu R Park
[ OpenReview] 
Poster
None
PREPING: Building Agent Memory without Tasks
Yumin Choi ⋅ Sangwoo Park ⋅ Minki Kang ⋅ Jinheon Baek ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
None
SKIM: Pruning Large Language Model Agents via Selective Knowledge Informed Masking
Moonseok Choi ⋅ Giung Nam ⋅ Jongwon Jeong ⋅ Minki Kang ⋅ Juho Lee
[ OpenReview] 
Poster
None
Efficient bias mitigation in T2I diffusion models using Concept Graphs
Mansi - ⋅ Avinash Kori ⋅ Francesco Leofante
[ OpenReview] 
Poster
None
TPRL: Adaptive Visual Token Pruning in LVLMs via Language-Guided Reinforcement Learning
Sihan Cao ⋅ Jianwei Zhang ⋅ Pengcheng Zheng ⋅ Jiaxin Yan ⋅ Caiyan Qin ⋅ Yalan Ye ⋅ Wei Dong ⋅ Peng Wang ⋅ Yang Yang ⋅ Chaoning Zhang
[ OpenReview] 
Poster
None
MaRiO: Multi-agent Collaborative Reasoning via Shared Observations in MLLMs
Nathaniel Redmond ⋅ Fidel O Cruz ⋅ Devansh Sharma ⋅ Shehreen Azad ⋅ Sirshapan Mitra ⋅ Shruti Vyas ⋅ Yogesh Rawat
[ OpenReview] 
Poster
None
EVA-0: Test-Time Model Evolution with Only Two Forward Passes per Sample
Guohao Chen ⋅ Shuaicheng Niu ⋅ Geng Li ⋅ Yunbei Zhang ⋅ Shilin Shan ⋅ Chunyan Miao ⋅ Jianfei Yang
[ OpenReview] 
Poster
None
ThinkSafe: Self-Generated Safety Alignment for Reasoning Models
Seanie Lee ⋅ Sangwoo Park ⋅ Yumin Choi ⋅ Gyeongman Kim ⋅ Minki Kang ⋅ Jihun Yun ⋅ Dongmin Park ⋅ Jongho Park ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
None
Random Neural Network Expressivity for Non-Linear Partial Differential Equations
Muhammed A Mehmood ⋅ Lukas Gonon
[ OpenReview] 
Poster
None
DegradeQuery: Counterfactual Tuple Pretraining for Context-Aware PROTAC Degradation Prediction
Dong Xu ⋅ Zhangfan Yang ⋅ Jiantao Wu ⋅ Zexuan Zhu ⋅ Jianqiang Li ⋅ Junkai Ji
[ OpenReview] 
Poster
None
Vision Transformers Learn Gestalt-Like Figure-Ground Cues from Natural Images
Matthias Tangemann ⋅ Benjamin Lo ⋅ Zygmunt Pizlo ⋅ Kaleem Siddiqi ⋅ Dirk Bernhardt-Walther ⋅ Sven Dickinson
[ OpenReview] 
Poster
None
ASAP: Attention Sink Anchored Pruning
Jaehyuk Lee ⋅ Hanyoung Kim ⋅ Yanggee Kim ⋅ Donghun Lee
[ OpenReview] 
Poster
None
Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering
Cheng-Kuang Chang ⋅ Kai-Wei Chang ⋅ Alexander Liu ⋅ Jim Glass
[ OpenReview] 
Poster
None
The Weight Gram Matrix Captures Sequential Feature Linearization in Deep Networks
Taehun Cha ⋅ Daniel Beaglehole ⋅ Adityanarayanan Radhakrishnan ⋅ Donghun Lee
[ OpenReview] 
Poster
None
On Communication-Efficient Training of Ensembles in Federated Learning
Valery Parfenov ⋅ Mikhail Aleksandrov ⋅ Daniil Medyakov ⋅ Dmitry Bylinkin ⋅ Aleksandr Beznosikov
[ OpenReview] 
Poster
None
Multimodal LLMs Outperform Pathology Foundation Models in Cross-Domain Histological Similarity
Yishu Zhang ⋅ Yun Li ⋅ Daiwei Zhang
[ OpenReview] 
Poster
None
Event based Multi-Velocity-Scale Imaging
Qiyao Gao ⋅ Peiqi Duan ⋅ Chu Zhou ⋅ Xinyu Zhou ⋅ Imari Sato ⋅ Boxin Shi
[ OpenReview] 
Poster
None
High-probability Convergence of Gradient Methods under Markovian Stochasticity
Polina Podzorova ⋅ Nikolay Spitsyn ⋅ Savelii Chezhegov ⋅ Aleksandr Beznosikov
[ OpenReview] 
Poster
None
Why Do DiT Editors Drift? Plug-and-Play Low Frequency Alignment in VAE Latent Space
Xiaoce Wang ⋅ Sifan Zhou ⋅ Kaifei Wang ⋅ Leli Xu ⋅ Xuerui Qiu ⋅ Tao He ⋅ Ming Li
[ OpenReview] 
Poster
None
MindGames:A Multi-Agent Benchmark and Trajectory Dataset for Evaluating Social and Strategic Reasoning in LLMs
Kevin Wang ⋅ Benjamin Kempinski ⋅ Anna C. M. Thöni ⋅ Xin Yuan Cheng ⋅ Jianzhu Yao ⋅ Benjamin Finch ⋅ Leon Guertler ⋅ Viraj Nadkarni ⋅ Yihan Jiang ⋅ Cheston Tan ⋅ Maria Polukarov ⋅ Pramod Viswanath ⋅ Leshem Choshen ⋅ Mathieu Lauriere ⋅ Tal Kachman ⋅ Zhangyang "Atlas" Wang
[ OpenReview] 
Poster
None
Felid: A Flexible and Efficient Design for Transformer Fine-Tuning over Encrypted Data
Linru Zhang ⋅ Jun J Sim ⋅ Xiangning Wang ⋅ Jiahao Zhong ⋅ Kaiyu Zhou ⋅ Huanyi Ye ⋅ Yongsen Zheng ⋅ Lushan Song ⋅ Xiaojian Liang ⋅ Yingting Liu ⋅ Yujing Sun ⋅ HUAXIONG WANG ⋅ Pu Duan ⋅ Kwok-Yan Lam
[ OpenReview] 
Poster
None
FlowLeak: Coverage-Guided Extraction of Dynamic Workflows in LLM-Based Multi-Agent Systems
Zhiyao Ren ⋅ Siyuan Liang ⋅ Yibing Zhan ⋅ Jun L Tan ⋅ Xiaobing Sun ⋅ Liangli Zhen ⋅ Baosheng Yu ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Robust Multi-view Clustering against Imperfect Information
Zhichao Huang ⋅ Haochen Zhou ⋅ Hao Wang ⋅ Xi Peng ⋅ Mouxing Yang
[ OpenReview] 
Poster
None
Heterogeneous Graph Federated Learning with Structure-Aware Data-Free Distillation
Lili Guo ⋅ Qi Li ⋅ Ruoyu Wang ⋅ Chao Li ⋅ Shifei Ding
[ OpenReview] 
Poster
None
ARK: A Dual-Axis Multimodal Retrieval Benchmark along Reasoning and Knowledge
Yijie Lin ⋅ Guofeng Ding ⋅ Haochen Zhou ⋅ Haobin Li ⋅ Mouxing Yang ⋅ Xi Peng
[ OpenReview] 
Poster
None
Shared-Noise Mechanisms for Verifiable Differentially Private Counting
Sehyeon Park ⋅ Chenglin Fan
[ OpenReview] 
Poster
None
Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics
Jishnu S Nair ⋅ Patrice Bechard ⋅ Rishabh Maheshwary ⋅ SRAVAN RAMACHANDRAN ⋅ Surajit Dasgupta ⋅ Aakash Bhagat ⋅ Shruthan Radhakrishna ⋅ Pulkit Pattnaik ⋅ Johan Obando Ceron ⋅ Shiva Krishna Reddy Malay ⋅ Sagar Davasam ⋅ Seganrasan Subramanian ⋅ Vipul Mittal ⋅ Sridhar K Nemala ⋅ Chris Pal ⋅ Srinivas Sunkara ⋅ Sai Rajeswar Mudumba
[ OpenReview] 
Poster
None
Graph Sparse Sampling: Breaking the Curse of the Horizon in Continuous MDP Planning
Idan Lev-Yehudi ⋅ Vadim Indelman
[ OpenReview] 
Poster
None
Implicit Drifting Policy: One-Step Action Generation via Conditional Expert Geometry
Zemin Yang ⋅ Yaoyu He ⋅ Yiming Zhong ⋅ Yuhao Zhang ⋅ Xinge ZHU ⋅ Yao Mu ⋅ Qingqiu Huang ⋅ Yuexin Ma
[ OpenReview] 
Poster
None
Fully Distributed Tâtonnement for Chores Markets
Bhaskar Ray Chaudhury ⋅ Christian Kroer ⋅ Ruta Mehta ⋅ Tianlong Nan
[ OpenReview] 
Poster
None
Topology-Aware Representation Alignment for Semi-Supervised Vision-Language Learning
Junwon You ⋅ Mihyun Jang ⋅ Sangwoo Mo ⋅ Jae-Hun Jung
[ OpenReview] 
Poster
None
RxnOptBench: Benchmarking LLMs for Reaction-Condition Optimization in Organic Methodology
Lingli Ge ⋅ Junyuan Gao ⋅ Jiahe Song ⋅ Jiaxing Sun ⋅ Yubin Wang ⋅ Boyu Zhu ⋅ Haote Yang ⋅ Jingchao Wang ⋅ Lixin Ma ⋅ Jiang Wu ⋅ Yuqiang Li ⋅ Conghui He
[ OpenReview] 
Poster
None
Distributionally Robust Domain Randomization with Learned Risk-Sensitive Dynamics Samplers
Sukchul Jeong ⋅ Insoon Yang
[ OpenReview] 
Poster
None
WASD: Wasserstein-based Knowledge Distillation for Large Language Models
Byeonghu Na ⋅ Donghyeok Shin ⋅ Yeongmin Kim ⋅ Mina Kang ⋅ Il-chul Moon
[ OpenReview] 
Poster
None
Natural Synthesis: Outperforming Reactive Synthesis Tools with Large Reasoning Models
Frederik Schmitt ⋅ Matthias Cosler ⋅ Niklas Metzger ⋅ Julian Siber ⋅ Vladimir Krsmanovic ⋅ Mohamed Ghanem ⋅ Bernd Finkbeiner
[ OpenReview] 
Poster
None
Shattered Compositionality: Counterintuitive Learning Dynamics of Transformers for Arithmetic
Xingyu Zhao ⋅ Darsh Sharma ⋅ Rheeya Uppaal ⋅ Yiqiao Zhong
[ OpenReview] 
Poster
None
What Probing Reveals about Autonomous Driving: Better Predictions Lead to Better Planning
Hyeonchang Jeon ⋅ Kyungbeom Kim ⋅ Eugene Vinitsky ⋅ KyungJoong Kim
[ OpenReview] 
Poster
None
WorldComposer: Generative High-Fidelity Simulation with Digital Cousins for Generalizable Robot Learning and Evaluation
Jasper Lu ⋅ Zhenhao Shen ⋅ Yuanfei Wang ⋅ Shugao Liu ⋅ Shengqiang Xu ⋅ Shawn Xie ⋅ Jingkai Xu ⋅ Feng Jiang ⋅ Jade Yang ⋅ Chen Xie ⋅ Ruihai Wu
[ OpenReview] 
Poster
None
Optimal Subgroup Discovery at Every Support Threshold
Lincen Yang ⋅ Qi Huang ⋅ Niki van Stein ⋅ Thomas Bäck ⋅ Matthijs van Leeuwen ⋅ Zhong Li
[ OpenReview] 
Poster
None
Does Compression Imply Generalization? A Minimum Description Length Perspective
Lincen Yang ⋅ Jiayang Shi ⋅ Nan Pu ⋅ Daniel M. Pelt ⋅ Matthijs van Leeuwen ⋅ Zhong Li ⋅ Shujian Yu
[ OpenReview] 
Poster
None
MM-OptBench: A Solver-Grounded Benchmark for Multimodal Optimization Modeling
Zhong Li ⋅ Qi Huang ⋅ Yuxuan Zhu ⋅ Mohammad Mohammadi Amiri ⋅ Niki van Stein ⋅ Thomas Bäck ⋅ Matthijs van Leeuwen ⋅ Zaiwen Wen ⋅ Lincen Yang
[ OpenReview] 
Poster
None
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos
Daeun Lee ⋅ Subhojyoti Mukherjee ⋅ Branislav Kveton ⋅ Ryan Rossi ⋅ Viet Lai ⋅ Seunghyun Yoon ⋅ Trung Bui ⋅ Franck Dernoncourt ⋅ Mohit Bansal
[ OpenReview] 
Poster
None
Counting without Scale: Scale-Consistent Error Correction for Crowd Counting
Yi-Kuan Hsieh ⋅ Xin Li ⋅ Chi-Chia Sun ⋅ Yu-Chee Tseng ⋅ Ming-Ching Chang ⋅ Kuan-Chuan Peng ⋅ Jun Hsieh
[ OpenReview] 
Poster
None
Christoffel-DPS: Optimal sensor placement in diffusion posterior sampling for arbitrary distributions
James Rowbottom ⋅ Zi Yuan (Nick) Huang ⋅ Carola-Bibiane Schönlieb ⋅ Ben Adcock
[ OpenReview] 
Poster
None
Foveal-Mamba: Inside-Out Ring Scanning with Recurrent Offset Prediction for Visual State Space Models
Yi-Kuan Hsieh ⋅ Jun Hsieh ⋅ Kuan-Chuan Peng ⋅ Xin Li ⋅ Chi-Chia Sun ⋅ Yu-Chee Tseng ⋅ Ming-Ching Chang
[ OpenReview] 
Poster
None
Clean-Label Poisoning for Gradient-Boosted Decision Trees
Sinuo Fan ⋅ Jun Woo Chung ⋅ Weijie Zhao ⋅ Yingjie Lao
[ OpenReview] 
Poster
None
TAMEing the Open-World Personalization: Towards Open-Set Personalized MLLM Assistant
Rongpei Hong ⋅ Jian Lang ⋅ Ting Zhong ⋅ Fan Zhou
[ OpenReview] 
Poster
None
ACQueReLlo: Alignment-Aware Constrained Quantization via Reinforcement Learning for Large Language Models
Sinuo Fan ⋅ Zirui Fu ⋅ Marco Donato ⋅ Yingjie Lao
[ OpenReview] 
Poster
None
From Sample to Subset Construction: Coverage-Aware Curation of Robot Demonstrations
Shuo Liu ⋅ Minxin Lai ⋅ Wuyang Zhang ⋅ Yu Zhang ⋅ Zhuangqiu Huang ⋅ Yao Li ⋅ Yanyong Zhang
[ OpenReview] 
Poster
None
Joint Certification for Attributed Graphs: Beyond Topology-Only Robustness
Blaise Delattre ⋅ Hengyu WU ⋅ Wei Yang Bryan Lim ⋅ Yang Cao
[ OpenReview] 
Poster
None
Retrieval from Within: An Intrinsic Capability of Attention-Based Models
Elad Hoffer ⋅ Yochai Blau ⋅ Edan kinderman ⋅ Ron Banner ⋅ Daniel Soudry ⋅ Boris Ginsburg
[ OpenReview] 
Poster
None
Theory-Scale Auto-Formalization of Logics for Computer Science
Yuming Feng ⋅ Frederick Pu ⋅ One An ⋅ Osbert Bastani ⋅ Li Zhang ⋅ Jiani Huang ⋅ Xujie Si ⋅ Ziyang Li
[ OpenReview] 
Poster
None
Learning Global Temporal Dynamics in Sparse Networks via Cycle Counts
Xinyuan Fan ⋅ Dong Huang ⋅ Tianpai Luo ⋅ Pengkun Yang ⋅ Weichi Wu
[ OpenReview] 
Poster
None
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory
Haoran Sun ⋅ Wenjie Li ⋅ Yujie Zhang ⋅ Zekai Lin ⋅ Fanrui Zhang ⋅ Kaitao Chen ⋅ Xingqi He ⋅ Yichen Li ⋅ Mianxin Liu ⋅ Lei Liu ⋅ Yankai Jiang
[ OpenReview] 
Poster
None
Right Results, Wrong Reasons: Auditing Behavioral Reliance in Motion Forecasting
Geonyeong Park ⋅ Byounghun Park ⋅ Nayoung Kim ⋅ Kyungmin Kim ⋅ Soonmin Hwang
[ OpenReview] 
Poster
None
Scaling Storm-Resolving Atmospheric AI Simulation to the Entire Planet
Zeyuan Hu ⋅ Noah Brenowitz ⋅ Akshay Subramaniam ⋅ Jaideep Pathak ⋅ Tao Ge ⋅ Mohammad S Abbas ⋅ Suman Ravuri ⋅ Karthik Kashinath ⋅ Noel Keen ⋅ Naser Mahfouz ⋅ Peter Caldwell ⋅ Mike Pritchard
[ OpenReview] 
Poster
None
Clustering with Weak Distance Oracles
Aryan Esmailpour ⋅ Rahul Raychaudhury ⋅ Sainyam Galhotra ⋅ Stavros Sintos
[ OpenReview] 
Poster
None
Targeted Synthetic Control Method
Yuxin Wang ⋅ Dennis Frauen ⋅ Emil Javurek ⋅ Konstantin Hess ⋅ Yuchen Ma ⋅ Stefan Feuerriegel
[ OpenReview] 
Poster
None
Structure-aware Reinforcement Learning for Protein Directed Evolution
Zikun Nie ⋅ Suyuan Zhao ⋅ Yizhen Luo ⋅ Siqi Fan ⋅ Zaiqing Nie
[ OpenReview] 
Poster
None
MedMisBench: Measuring Epistemic Resilience of LLMs Under Misleading Medical Context
Hongjian Zhou ⋅ Xinyu Zou ⋅ Jinge Wu ⋅ Sean Wu ⋅ Junchi Yu ⋅ Bradley M Segal ⋅ Tobias E Niebuhr ⋅ Sara Amro ⋅ Michael Petrus ⋅ Momin ⋅ Alexandra M Pinto ⋅ Rachel Niesen ⋅ Laura S Wegner ⋅ Dhruv Darji ⋅ Jung M Koo ⋅ Joshua Fieggen ⋅ Kapil Narain ⋅ Mingde Zeng ⋅ Lei Clifton ⋅ Linda Shapiro ⋅ Fenglin Liu ⋅ David Clifton
[ OpenReview] 
Poster
None
Group Distributionally Robust Optimization with Flexible Sample Queries
Haomin Bai ⋅ Dingzhi Yu ⋅ Shuai Li ⋅ Haipeng Luo ⋅ Lijun Zhang
[ OpenReview] 
Poster
None
Accelerated last-iterate convergence of Extragradient via power-law stepsizes
Yue Wu ⋅ Weiqiang Zheng ⋅ Yang Cai ⋅ Haipeng Luo
[ OpenReview] 
Poster
None
Value-Aware Stochastic KV Cache Eviction for Reasoning Models
Ting-Yun Chang ⋅ Harvey Yiyun Fu ⋅ Deqing Fu ⋅ Chenghao Yang ⋅ Jesse Thomason ⋅ Robin Jia
[ OpenReview] 
Poster
None
Tail Cues, Principal Corrections: Plug-and-Play Rectification for Open-Set Test-Time Adaptation
Yingkai Yang ⋅ Chaoqi Chen ⋅ Hui Huang
[ OpenReview] 
Poster
None
Layerwise LQR for Geometry-Aware Optimization of Deep Networks
Simon Dufort-Labbé ⋅ Pierre-Luc Bacon ⋅ Razvan Pascanu ⋅ Simon Lacoste-Julien ⋅ Aristide Baratin
[ OpenReview] 
Poster
None
SWE-Marathon: Can AI Agents Autonomously Complete Ultra-Long-Horizon Software Work?
Rishi Desai ⋅ Joan Cabezas ⋅ Neel Harsola ⋅ Adnan E Assadi ⋅ Pramod Srinivasan ⋅ Roey B Chaim ⋅ Fenil Faldu ⋅ Prannay Hebbar ⋅ Jiankai Sun ⋅ Christopher Settles ⋅ Omkaar Kamath ⋅ Pratyush Shukla ⋅ Albert Liu ⋅ Yiyuan Li ⋅ Nevasini Sasikumar ⋅ Xiangyi Li ⋅ Pranav Raja ⋅ Ishan Gupta ⋅ Marek Suppa ⋅ Daniel Wang ⋅ Erik Quintanilla ⋅ Derek Chen ⋅ Chris Kong ⋅ Steven Dillmann ⋅ Ivan Bercovich ⋅ Jesse Hu
[ OpenReview] 
Poster
None
MoEZip: Routing-Aware KV Cache Compression for Sparse Mixture-of-Experts LLMs
Minsang Kim ⋅ Seung Baek
[ OpenReview] 
Poster
None
ForceLDM: A Force-aware Latent Dynamics Model for Contact-Rich Manipulation
Peiyuan Tang ⋅ Yao Li ⋅ Xiaodong Zhang ⋅ Wuyang Zhang ⋅ Qin Xia ⋅ Yanyong Zhang ⋅ Zijiang J Yang
[ OpenReview] 
Poster
None
FAVLA: A Force-Adaptive Multi-Rate VLA model for Contact-Rich Robotic Manipulation
Yao Li ⋅ Peiyuan Tang ⋅ Wuyang Zhang ⋅ Haojie Ren ⋅ Chengyang Zhu ⋅ Yifan Duan ⋅ WeiKai Shi ⋅ Xiaodong Zhang ⋅ Yuming Dong ⋅ Zijiang J Yang ⋅ Jianmin Ji ⋅ Yanyong Zhang
[ OpenReview] 
Poster
None
Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models
Jeongjae Lee ⋅ Jinho Chang ⋅ Jeongsol Kim ⋅ Jong Chul Ye
[ OpenReview] 
Poster
None
Calibration Is Not Control: Intervention Advantage for LLM-Agent Oversight
Chubin Zhang ⋅ Zhenglin Wan ⋅ Xingrui Yu ⋅ jingxuan wu ⋅ Qi Wen ⋅ Pengfei Zhou ⋅ Wangbo Zhao ⋅ Ivor Tsang
[ OpenReview] 
Poster
None
Denoising Time Matters: Diverse Generation in Diffusion Language Models
jingxuan wu ⋅ Zhenglin Wan ⋅ Yuzhe YANG ⋅ Yiqiao Huang ⋅ Chubin Zhang ⋅ Xingrui Yu ⋅ Ivor Tsang ⋅ Yang You
[ OpenReview] 
Poster
None
A Systematic Evaluation of Co-folding Model Representations for Small-Molecule Learning
Hyosoon Jang ⋅ Hyunjin Seo ⋅ Honghui Kim ⋅ Taewon Kim ⋅ Yunhui Jang ⋅ Seonghyun Park ⋅ Sungsoo Ahn
[ OpenReview] 
Poster
None
OLA-Place: Cross-Modal Place Recognition without Global Descriptors
Tianyi Shang ⋅ Zhenyu Li
[ OpenReview] 
Poster
None
Hierarchical Graph Alignment for Cross-Modal 3D Scene Grounding
Tianyi Shang ⋅ Zhenyu Li
[ OpenReview] 
Poster
None
Beyond Trajectory Matching: Reflow with Marginal Distribution Alignment
Chen Wang ⋅ Peiran Yun ⋅ Pan Xie ⋅ Ke Deng
[ OpenReview] 
Poster
None
Capacity Allocation at the Source: Sparse Target Optimization for LLM Knowledge Editing
Dongyao Chen ⋅ Jiayun Lei ⋅ Zhiying Deng ⋅ Wei Liu ⋅ Zhiyuan Ji ⋅ Xiaobo sun
[ OpenReview] 
Poster
None
An Educated Guess: Deriving Statistically Aligned Gradient Estimates for Zeroth-Order Optimization
Justus F Hübotter ⋅ Serge Thill ⋅ Marcel A. J. van Gerven ⋅ Nasir Ahmad
[ OpenReview] 
Poster
None
Detect, Explain, Interpret: An End-to-End Benchmark for Time Series Anomaly Detection, Explainability and Interpretability.
Roberto Stanzione ⋅ Jules Barbe ⋅ Magali Parrino ⋅ Jérémie Fourmann ⋅ Paul Boniol
[ OpenReview] 
Poster
None
Symplectic Reck: In-Situ Learning of Gaussian Quantum Operations
Janet zhong ⋅ Renwen Yu ⋅ Charles Roques-Carmes ⋅ Paul-Alexis MOR ⋅ Aviv Karnieli ⋅ David A Miller ⋅ Shanhui Fan
[ OpenReview] 
Poster
None
Forecasting Microbial Dynamics: Evaluation Protocol and Prior-Spectrum Benchmark
Fedor Sergeev ⋅ Anna Győrffy-Kerekes ⋅ Tristan Gollmart ⋅ Vincent Fortuin ⋅ Andre Kahles ⋅ Gunnar Rätsch
[ OpenReview] 
Poster
None
Rubato: Signature Attention for Irregular Multivariate Time Series Forecasting
Jintao Yang ⋅ Meng Wang ⋅ Chenjuan Guo ⋅ Bin Yang
[ OpenReview] 
Poster
None
Optimistic Dual Averaging Unifies Modern Optimizers
Thomas Pethick ⋅ Wanyun Xie ⋅ Roman Machacek ⋅ Volkan Cevher
[ OpenReview] 
Poster
None
From Patches to Trajectories: Privileged Process Supervision for Software-Engineering Agents
Murong Ma ⋅ Tianyu Chen ⋅ Yun Lin ⋅ Shuai Lu ⋅ Qinglin Zhu ⋅ Yeyun Gong ⋅ Zhiyong Huang ⋅ Peng CHENG ⋅ Yan Lu ⋅ Jin Song Dong
[ OpenReview] 
Poster
None
Exploring the Limits of Compositional Generalization in Vision-Language-Action Manipulation
Xupeng Zhang ⋅ Yantai Yang ⋅ Chang Guo ⋅ Zhaokai Yin ⋅ Zhipeng Zhang
[ OpenReview] 
Poster
None
Relational Feature Distillation for Lightweight 3D Point Cloud Segmentation
Mohammad Saeid ⋅ Amir Salarpour ⋅ Pedram MohajerAnsari ⋅ Mert D Pesé
[ OpenReview] 
Poster
None
From Matching to Reasoning: Query-Aware Long Video Summarization
Mingu Kang ⋅ Sumin Kim ⋅ Hyunjin Lee ⋅ Sungmin Yang ⋅ Yoori Oh ⋅ Joonseok Lee
[ OpenReview] 
Poster
None
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
Tang Zirui ⋅ Xuanhe Zhou ⋅ Yumou Liu ⋅ Linchun Li ⋅ Wang Weizheng ⋅ Hongzhang Huang ⋅ Jun Zhou ⋅ Jiachen Song ⋅ Shaoli Yu ⋅ Wang Jinqi ⋅ Zihang Zhou ⋅ Hongyi Zhou ⋅ YutingLv ⋅ Jinyang Li ⋅ Jiashuo Liu ⋅ Ruoyu Chen ⋅ Chunwei Liu ⋅ Guoliang Li ⋅ Jihua Kang ⋅ Fan Wu
[ OpenReview] 
Poster
None
Nonlinear Direct Feedback Alignment for Scalable Backpropagation-Free Training
Wu Lin ⋅ Yan Fan ⋅ Chenxiang Ma ⋅ Yinglan Feng ⋅ Jia Wang ⋅ Ka-Chun Wong ⋅ Qiuzhen Lin
[ OpenReview] 
Poster
None
Magnifying What Matters: Attention-Guided Adaptive Rendering for Visual Text Comprehension
Shenglai Zeng ⋅ Qirui Wang ⋅ Kai Guo ⋅ Xinnan Dai ⋅ Xianxuan Long ⋅ Hui Liu
[ OpenReview] 
Poster
None
TritonTune: LLM-Guided Multi-Agent Optimization of GPU Kernel Configurations
Shukai Duan ⋅ Mihai Capotă ⋅ Guixiang Ma ⋅ Hou-Jen Ko ⋅ Rafael Wang ⋅ Steve Cho ⋅ Shahin Nazarian ⋅ Paul Bogdan
[ OpenReview] 
Poster
None
PAMod: Modeling Cyclical Shifts via Phase-Amplitude Modulation for Non-stationary Time Series Forecasting
Yingbo Zhou ⋅ Yutong Ye ⋅ Shuhao Li ⋅ Rui Qian ⋅ Qiang Huang ⋅ Lemao Liu ⋅ Li Sun ⋅ Dejing Dou
[ OpenReview] 
Poster
None
Rethinking Attention in Depth for Operator Learning
Jaehyeon Lee ⋅ Kiwon Um ⋅ JungHyun Han ⋅ Min-Koo Kang
[ OpenReview] 
Poster
None
Fast 4D Mesh Generation by Spatio-Temporal Attention Chains
Dvir Samuel ⋅ Yuval Atzmon ⋅ Gal Chechik ⋅ Yoni Kasten
[ OpenReview] 
Poster
None
Dynamic Regulatory Graph Learning for Histology-to-Spatial Transcriptomics
Yikai Luo ⋅ Peng Zhang ⋅ Heyang Zhao ⋅ Hongming Shan ⋅ Wenjian Wang
[ OpenReview] 
Poster
None
UniVR: Thinking in Visual Space for Unified Visual Reasoning
Zhongwei Ren ⋅ Yunchao Wei ⋅ Yao Zhao ⋅ GONG WEIBO ⋅ Xiao Liu ⋅ Anran Wang ⋅ Xiangtai Li ⋅ Xiaojie Jin
[ OpenReview] 
Poster
None
Explanations over Graphs: An Agent Architecture for IT Enterprise Diagnostic Tasks
Saurabh Jha ⋅ Rohan R. Arora ⋅ Bhavya Bhavya ⋅ Noah Zheutlin ⋅ Paulina Toro Isaza ⋅ Laura Shwartz ⋅ Yu Deng ⋅ Daby Sow ⋅ Ruchir Puri
[ OpenReview] 
Poster
None
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale
Runyuan He ⋅ Qiuyang Mang ⋅ Shang Zhou ⋅ Kaiyuan Liu ⋅ Hanchen Li ⋅ Huanzhi Mao ⋅ Qizheng Zhang ⋅ Zerui Li ⋅ Bo Peng ⋅ Lufeng Cheng ⋅ Tianfu Fu ⋅ Yichuan Wang ⋅ Wenhao Chai ⋅ Jingbo Shang ⋅ Alex Dimakis ⋅ Joseph Gonzalez ⋅ Alvin Cheung
[ OpenReview] 
Poster
None
Region-Normalized DPO for Medical Image Segmentation
Hamza Kalisch ⋅ Constantin Seibold ⋅ Jens Kleesiek ⋅ Ken Herrmann ⋅ Frederic Jonske
[ OpenReview] 
Poster
None
Transcoda: End-to-End Zero-Shot Optical Music Recognition via Data-Centric Synthetic Training
Daniel Dratschuk ⋅ Paul Swoboda
[ OpenReview] 
Poster
None
AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents
Edward De Brouwer ⋅ Carl Edwards ⋅ Alexander P Wu ⋅ Jenna L Collier ⋅ Graham Heimberg ⋅ Xiner Li ⋅ Meena Subramaniam ⋅ Ehsan Hajiramezanali ⋅ David Richmond ⋅ Jan-Christian Huetter ⋅ Sara Mostafavi ⋅ Gabriele Scalia
[ OpenReview] 
Poster
None
RADIUM: RadioActive Decay of Image-Underlaid Marks
Michel Meintz ⋅ Louis Kerner ⋅ Maitri V Shah ⋅ Simon Hector ⋅ Franziska Boenisch ⋅ Adam Dziedzic
[ OpenReview] 
Poster
None
Pessimistic Latent Task-aware Optimization for Robust Offline Meta-Reinforcement Learning
Chang-Hoon Jeong ⋅ Kisung Shin ⋅ Hanwool Sul ⋅ Byoung-Tak Zhang
[ OpenReview] 
Poster
None
Deep Heteroskedastic Regression: Post-Hoc Variance Estimation from Latent Representations
Mikkel Jordahn ⋅ Jonas Vestergaard Jensen ⋅ James Harrison ⋅ Michael Andersen ⋅ Mikkel Schmidt
[ OpenReview] 
Poster
None
RAO-Nav: Probing Omni-Language Models for Zero-shot Semantic Audio-Visual Navigation
Qilang Ye ⋅ Meng Liu ⋅ Yu Zhou
[ OpenReview] 
Poster
None
When evolution cheats: Frozen-weights Baselines reveal static-solvers interference in evolved plastic spiking neural networks
Denis Larsen ⋅ Kazi S Ripon ⋅ Anis Yazidi ⋅ Gustavo B Moreno e Mello
[ OpenReview] 
Poster
None
Breaking the Second Barrier: Sub-Second Timestamped Omni-Modal Captioning
Zhihe Yang ⋅ Xin LI ⋅ Hao Tan ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Yunjian Xu
[ OpenReview] 
Poster
None
Can VLMs Reason When to Stop for Human Safety?
Ryo Hachiuma ⋅ Arun G Zachariah ⋅ Barnaby Simkin ⋅ Jibin Varghese ⋅ Fu-En Yang ⋅ Chi-Pin Huang ⋅ Frank Wang ⋅ Yusuke Hirota
[ OpenReview] 
Poster
None
Controllable and Content Based Recommendations
Firat Oncel ⋅ Jihoon Jeong ⋅ Emiliano Penaloza ⋅ Mirco Ravanelli ⋅ Laurent Charlin ⋅ Cem Subakan
[ OpenReview] 
Poster
None
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
Seokju Cho ⋅ Ryo Hachiuma ⋅ Abhishek Badki ⋅ Hang Su ⋅ Byung-Kwan Lee ⋅ Chan Hee Song ⋅ Sifei Liu ⋅ Subhashree Radhakrishnan ⋅ Seungryong Kim ⋅ Frank Wang ⋅ Min-Hung Chen
[ OpenReview] 
Poster
None
A meshfree exterior calculus for generalizable and data-efficient learning of physics from point clouds
Benjamin D Shaffer ⋅ Brooks Kinch ⋅ M. A Hsieh ⋅ Nathaniel Trask
[ OpenReview] 
Poster
None
MLLMs Fail to Refuse when Using Tools Agentically
Rikiya Takehi ⋅ Ryo Hachiuma ⋅ Shaona Ghosh ⋅ Dan Zhao ⋅ Frank Wang ⋅ Yusuke Hirota
[ OpenReview] 
Poster
None
TTB: Test-time MLP Baking for Efficient Rendering of Decoder-only View Synthesis Models
Chin-Yang Lin ⋅ Ryo Hachiuma ⋅ Jaesung Choe ⋅ Min-Hung Chen ⋅ Frank Wang ⋅ Yen-Yu Lin ⋅ Wei-Chen Chiu ⋅ Yu-Lun Liu ⋅ Cheng Sun
[ OpenReview] 
Poster
None
COMPLLLM: Fine-tuning LLMs to Discover Complementary Signals for Decision-making
Ziyang Guo ⋅ Yifan Wu ⋅ Jason Hartline ⋅ Kenneth Holstein ⋅ Jessica Hullman
[ OpenReview] 
Poster
None
Agent Explorative Policy Optimization for Agentic Multimodal Reasoning
Minki Kang ⋅ Shizhe Diao ⋅ Ryo Hachiuma ⋅ Sung Ju Hwang ⋅ Pavlo Molchanov ⋅ Frank Wang ⋅ Byung-Kwan Lee
[ OpenReview] 
Poster
None
Coherence Mechanisms for Provable Self-Improvement
Mehryar Mohri ⋅ Jon Schneider ⋅ Yifan Wu
[ OpenReview] 
Poster
None
Calibration without Ground Truth
Yuqing Kong ⋅ Mingyu Song ⋅ Yizhou Wang ⋅ Yifan Wu
[ OpenReview] 
Poster
None
How Fine-Tuning Objectives Shape Layer-Wise Information in LLM Hallucination Detection
Kaiyang Wan ⋅ Forrest Bao ⋅ Amin Ahmad ⋅ Yuxia Wang
[ OpenReview] 
Poster
None
KnowVis: A Dual-View Benchmark for Diagnosing World-Knowledge Grounding in Text-to-Image Models
Yonghang Yu ⋅ Ruoyu Wang ⋅ Haoyu Zhang ⋅ Lin Qi ⋅ Yawei Zhou ⋅ Changqian Yu
[ OpenReview] 
Poster
None
Clean Data Can Still Carry Backdoors: Support-Persistent Backdoors for Model Reuse
Junhoo Lee ⋅ Baekseung Kim ⋅ Seungyeon Kim ⋅ Nojun Kwak
[ OpenReview] 
Poster
None
Collapse Hunter: Tackling the Dimensional Degeneration in Generative Ranking
Haoran Xin ⋅ Junwei Pan ⋅ Yongqi Zhou ⋅ Tianqu Zhuang ⋅ YilongSun ⋅ Zhixiang Feng ⋅ Shoujun Liu ⋅ Gong Chen ⋅ Shudong Huang ⋅ Haijie Gu ⋅ Hui Xiong
[ OpenReview] 
Poster
None
Pathways of Visual Information Flow in Vision-Language Models
Israfel Salazar ⋅ Stella Christina Frank ⋅ Dan Oneata ⋅ Desmond Elliott ⋅ Constanza Fierro
[ OpenReview] 
Poster
None
Ferrogen: Generative Pipeline for Guided Search of Novel Ferroelectric Material for Logic and Memory
Yuan Sheng Fang ⋅ Dmitri E Nikonov ⋅ Ikenna Odinaka ⋅ Alan Kalitsov ⋅ Roza Kotlyar ⋅ Arnab Kabiraj ⋅ Benjamin W Chen ⋅ Shundan Xiao ⋅ Brian Demsky ⋅ Chryston B Meng ⋅ Chang W Kang ⋅ Teck L Tan ⋅ Jin Hongmei ⋅ Debo Olaosebikan ⋅ Sasikanth Manipatruni ⋅ Amrita Mathuriya
[ OpenReview] 
Poster
None
ToolSearcher: Optimizing Tool Selection at Scale via Reinforcement Learning
Zhenlong Dai ⋅ Xujie Song ⋅ Zitong Wang ⋅ Tong Niu ⋅ Jian liu ⋅ Weiqiang Wang ⋅ Xiu Tang ⋅ Sai Wu ⋅ Chang Yao ⋅ Jingyuan Chen
[ OpenReview] 
Poster
None
Joint Treatment Effect Estimation from Incomplete Healthcare Data: Temporal Causal Normalizing Flows with LLM-driven Evolutionary MNAR Imputation
Olivia Jullian Parra ⋅ Sara Zoccheddu ⋅ David C Cerezo ⋅ Tom Forzy ⋅ Franziska S Ulrich ⋅ William Sutcliffe ⋅ Jakob M Burgstaller ⋅ Oliver Senn ⋅ Patrick Owen ⋅ Nicola Serra
[ OpenReview] 
Poster
None
Understanding the Challenges in Iterative Generative Optimization with LLMs
Allen Nie ⋅ Xavier Daull ⋅ Zhiyi Kuang ⋅ Abhinav Akkiraju ⋅ Anish Chaudhuri ⋅ Max Piasevoli ⋅ Ryan Rong ⋅ YuCheng Yuan ⋅ Prerit Choudhary ⋅ Shannon Xiao ⋅ Rasool Fakoor ⋅ Adith Swaminathan ⋅ Ching-An Cheng
[ OpenReview] 
Poster
None
Less Structure is More: Minimal Representations for Supervised Learning
Menghui Zhou ⋅ Vitaveska Lanfranchi ⋅ Po Yang
[ OpenReview] 
Poster
None
RL Excursions during Pre-training: How early is too early for on-policy learning?
Rachit Bansal ⋅ Clara Mohri ⋅ Tian Qin ⋅ David Alvarez-Melis ⋅ Sham Kakade
[ OpenReview] 
Poster
None
AutoManifold: Agentic Design of Data Visualisation Algorithms via Manifold Embedding
Burak Susam ⋅ ruiyuan kang ⋅ Tingting Mu
[ OpenReview] 
Poster
None
RA$^2$: Retain-Anchored Attraction Preserves Forget-Adjacent Utility in LLM Unlearning
Zinan Ling ⋅ Yang Xiao ⋅ Ruimeng Ye ⋅ Sijia Liu ⋅ Bo Hui
[ OpenReview] 
Poster
None
Decoupled Optimization for Teacher-Student Semi-Supervised Learning via a Pioneer Student
Haorong Han ⋅ Jidong Yuan ⋅ Chixuan Wei ⋅ Yongqi Sun
[ OpenReview] 
Poster
None
PiCA: Pivot-Based Credit Assignment For Search Agentic Reinforcement Learning
Dongyi Liu ⋅ Yifan Niu ⋅ Qinwen Wang ⋅ Han Xiao ⋅ Jia Li
[ OpenReview] 
Poster
None
SWE-GPU-Bench: Can Language Models Solve Real-World GPU Software Engineering Tasks?
Feng Chen ⋅ binbin liu ⋅ Wenhan Han ⋅ Yin Zheng
[ OpenReview] 
Poster
None
Leveraging Error Diversity in Group Rollouts for Reinforcement Learning
Liuwenpu ⋅ Yuqi Xu ⋅ Weichu Xie ⋅ Yongfu Zhu ⋅ Shuai Dong ⋅ Ziyue Wang ⋅ Wenqi Shao ⋅ Xiaoying Zhang ⋅ Tong Yang ⋅ Nan Duan ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Efficient Scaling of LLM Training with Flexible Context Parallelism
Yifan Niu ⋅ Han Xiao ⋅ Dongyi Liu ⋅ Wei zhou ⋅ Jia Li
[ OpenReview] 
Poster
None
SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?
Kean Shi ⋅ Zihang Li ⋅ Tianyi Ma ⋅ Zengji Tu ⋅ Jialong Wu ⋅ Xinbo Xu ⋅ Qingyao Yang ⋅ Weichu Xie ⋅ Ruoyu Wu ⋅ Ming Wu ⋅ Jason Zeng ⋅ Michael Heinrich ⋅ Liang Chen ⋅ Kuan Li ⋅ Baobao Chang
[ OpenReview] 
Poster
None
RoadmapBench: Evaluating Long-Horizon Agentic Software Development Across Version Upgrades
Xinbo Xu ⋅ Ruihan Yang ⋅ Haiyang SHEN ⋅ Wendong XU ⋅ Bofei Gao ⋅ Ruoyu Wu ⋅ Kean Shi ⋅ Weichu Xie ⋅ Xuanzhong Chen ⋅ Ming Wu ⋅ Jason Zeng ⋅ Michael Heinrich ⋅ Liang Chen ⋅ Kuan Li ⋅ Baobao Chang
[ OpenReview] 
Poster
None
Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators
Philipp Dahlinger ⋅ Balázs Gyenes ⋅ Niklas Freymuth ⋅ Luca Geminiani ⋅ Tobias Würth ⋅ Johannes Mitsch ⋅ Nadja Klein ⋅ Luise Kärger ⋅ Gerhard Neumann
[ OpenReview] 
Poster
None
Retain-Neutral Surrogates for Min-Max Unlearning
Junhao Cai ⋅ Dohun Kim ⋅ Dowon Kim ⋅ Sung I Choi ⋅ Chengjun Jin ⋅ Juhyun Park ⋅ Changhee Joo
[ OpenReview] 
Poster
None
Discovering Phase Space Structure in Learned Hamiltonian Systems
Jiayin Liu ⋅ Yulong Yang ⋅ Vineet Bansal ⋅ Christine Allen-Blanchette
[ OpenReview] 
Poster
None
Spectral Unlearning: Transformer Structure-Preserving Updates for Language Model
Sung I Choi ⋅ Junhao Cai ⋅ Dohun Kim ⋅ Changhee Joo
[ OpenReview] 
Poster
None
ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload
Ziyue (Alvin) Liu ⋅ Zhengyang Wang ⋅ Ruijie (Ray) Zhang ⋅ Avinash Maurya ⋅ Hui Zhou ⋅ Paul Hovland ⋅ Sheng Di ⋅ Franck Cappello ⋅ Bogdan Nicolae ⋅ Zheng Zhang
[ OpenReview] 
Poster
None
CC-GS: Low-Memory 3D Gaussian Splatting Training via CPU-GPU Block-Wise Context Compositing
Jian Xu ⋅ Siyi Wu ⋅ Yi Li ⋅ Bingzhe Li ⋅ Sian Jin ⋅ Wei Niu ⋅ Sheng Di ⋅ Yuede Ji ⋅ Miao Yin
[ OpenReview] 
Poster
None
Frequency-Structured Hamiltonian Neural Network for Multi-Timescale Dynamics
Yaojun Li ⋅ Yulong Yang ⋅ Christine Allen-Blanchette
[ OpenReview] 
Poster
None
Learn from Your Mistakes: Self-Correcting Masked Diffusion Models
Yair Schiff ⋅ Omer Belhasin ⋅ Roy Uziel ⋅ Guanghan Wang ⋅ Marianne Arriola ⋅ Gilad Turok ⋅ Ran Zilberstein ⋅ Miki Elad ⋅ Volodymyr Kuleshov
[ OpenReview] 
Poster
None
Asymmetric Generalization in Deep CTR Models: A Block-wise Diagnosis
Ruifan Wu ⋅ Haijun Zhao ⋅ Ying Jiang
[ OpenReview] 
Poster
None
Strengthening LLMs for Tabular Prediction with Structural Priors
Pengxiang Cai ⋅ Zihao Gao ⋅ Wanchen Lian ⋅ Guocong Li ⋅ Jintai Chen
[ OpenReview] 
Poster
None
Tune-Up Open-Weight CLIP: Optimization Framework for Self-Supervised Fine-tuning of CLIP
Anant Mehta ⋅ Xiyuan Wei ⋅ Xingyu Chen ⋅ Tianbao Yang
[ OpenReview] 
Poster
None
CMPQ: Compensatory Quantization via Input-Aware Hessian Damping
DENG PAN ⋅ Grigorii Khvatskii ⋅ Xiaobao Huang ⋅ Peiyu Li ⋅ Shangqian Gao ⋅ Ting Hua ⋅ Nitesh Chawla
[ OpenReview] 
Poster
None
ScAn-Bench: Evaluating Scaling Analysis Methodology
Artin Sermaxhaj ⋅ Nastaran A Gougeh ⋅ Donat Sinani ⋅ Johannes Hog ⋅ Neeratyoy Mallik ⋅ Steven Adriaensen ⋅ Jenia Jitsev ⋅ Danny Stoll
[ OpenReview] 
Poster
None
Strong Post-Training from Permissive, Reasoning-Dominant, Web-Scale Pretraining
Harsh Raj ⋅ Ali Elganzory ⋅ Marianna Nezhurina ⋅ Victor May ⋅ Van K Nguyen ⋅ David Salinas ⋅ Huu Nguyen ⋅ Jenia Jitsev
[ OpenReview] 
Poster
None
DictLLM: Post-training Compression of Large Language Model with Dictionary Kernels
Jinho PARK ⋅ Se Young Chun ⋅ Mingoo Seok
[ OpenReview] 
Poster
None
LAION-BVD: A 10-Million-Hour Open Video Dataset for Multimodal Pre-training
Andreas Hochlehnert ⋅ Marianna Nezhurina ⋅ Mehdi Cherti ⋅ Andrej Radonjic ⋅ Thaddäus Wiedemer ⋅ Christoph Schuhmann ⋅ Romain Beaumont ⋅ Wieland Brendel ⋅ Bernhard Schölkopf ⋅ A. Sophia Koepke ⋅ Jenia Jitsev ⋅ Matthias Bethge
[ OpenReview] 
Poster
None
DataComp-VLM: Improved open datasets for Vision-Language Models
Matteo Farina ⋅ Vishaal Udandarao ⋅ Thao Nguyen ⋅ Selim Kuzucu ⋅ Maximilian Böther ⋅ Andreas Hochlehnert ⋅ Adhiraj Ghosh ⋅ Marianna Nezhurina ⋅ Karsten Roth ⋅ Joschka Strüber ⋅ Yuhui Zhang ⋅ Sebastian Dziadzio ⋅ Elaine Sui ⋅ Soumya S Jahagirdar ⋅ Dhruba Ghosh ⋅ Hasan Hammoud ⋅ Thomas De Min ⋅ Simone Caldarella ⋅ Muhammad Jehanzeb Mirza ⋅ Sedrick Keh ⋅ Mehdi Cherti ⋅ Hilde Kuehne ⋅ Bernt Schiele ⋅ Serena Yeung-Levy ⋅ Muhammad Ferjad Naeem ⋅ Federico Tombari ⋅ Ana Klimovic ⋅ Elisa Ricci ⋅ Matthias Bethge ⋅ Sewoong Oh ⋅ Ameya Prabhu ⋅ Alessio Tonioni ⋅ Jenia Jitsev ⋅ Massimiliano Mancini ⋅ Ludwig Schmidt ⋅ Nikhil Parthasarathy
[ OpenReview] 
Poster
None
AVIS: Adaptive Test-Time Scaling for Vision–Language Models
Ahmadreza Jeddi ⋅ Minh Le ⋅ Amirhossein Kazerouni ⋅ Hakki C Karaimer ⋅ Hue Nguyen ⋅ Iqbal Mohomed ⋅ Michael Brudno ⋅ Alex Levinshtein ⋅ Kosta Derpanis ⋅ Babak Taati ⋅ Radek Grzeszczuk
[ OpenReview] 
Poster
None
LSC-Parlament: An Automatically Aligned Catalan Sign Language Dataset from Parliament Videos.
Carlos Escolano ⋅ Gerard Sant ⋅ Marc J Garcia ⋅ Joan G Cortés ⋅ Marcel Granero Moya ⋅ Francesca De Luca Fornaciari ⋅ Maite Melero
[ OpenReview] 
Poster
None
MEME: Multi-Entity & Evolving Memory Evaluation
Seokwon Jung ⋅ Alexander Rubinstein ⋅ Arnas Uselis ⋅ Sangdoo Yun ⋅ Seong Joon Oh
[ OpenReview] 
Poster
None
DriveHierarchy: A Benchmark for Diagnosing VLM Driving Capabilities from Open-Loop Understanding to Closed-Loop Execution
Chengkai Xu ⋅ Jiaqi Liu ⋅ Yicheng Guo ⋅ Peng Hang ⋅ Jian Sun
[ OpenReview] 
Poster
None
A Cross-Interaction Neural Architecture for Submodular Functions
SOUTRIK SARANGI ⋅ Aditya Singh ⋅ Vansh Maheshwari ⋅ Abir De
[ OpenReview] 
Poster
None
Does Cross-Panel Pretraining Transfer Under Marker Heterogeneity? A Large-Scale Empirical Study in Clinical Flow Cytometry
Zixin Zhuang ⋅ Benjamin Mashford ⋅ Dan Andrews
[ OpenReview] 
Poster
None
RefDecoder: Enhancing Visual Generation with Conditional Video Decoding
Xiang Fan ⋅ Yuheng Wang ⋅ Bohan Fang ⋅ Jason Ren ⋅ Ranjay Krishna
[ OpenReview] 
Poster
None
RustMizan: A Compilable, Contamination-Aware Benchmarking Framework for Rust Vulnerabilities
Tarek Elsayed ⋅ Shiping Yang ⋅ Eunsong Koh ⋅ Sanika Goyal ⋅ Vincent Huang ⋅ Paul Ngo ⋅ Nathan Young ⋅ Mohammad O Tehrani ⋅ Alvyn Kang ⋅ Arnell Kang ⋅ Zeyu Chen ⋅ Angelica Moreira ⋅ Xuan Feng ⋅ Angel Chang ⋅ Nick Sumner ⋅ Steven Y Ko
[ OpenReview] 
Poster
None
StyleRoute: Diffusion Style Transfer via Regional Routing and Conflict-aware Projection
Xunhao Lin ⋅ Yu Sun ⋅ Xinpeng Ding ⋅ Fei Gao ⋅ Maoying Qiao ⋅ Lihuo He ⋅ Nannan Wang
[ OpenReview] 
Poster
None
Hidden Positives: Why Code Retrieval Benchmarks Underestimate Model Quality
Maria Ivanova ⋅ Vitaly Kadulin ⋅ Dmitrii Babaev
[ OpenReview] 
Poster
None
Improved State Mixing in Higher-order and Block Diagonal Linear Recurrent Networks
Igor Dubinin ⋅ Antonio Orvieto ⋅ Felix Effenberger
[ OpenReview] 
Poster
None
ProEdit: Inversion-based Editing From Prompts Done Right
Zhi Ouyang ⋅ Dian Zheng ⋅ Xiao-Ming Wu ⋅ Jian-Jian Jiang ⋅ Kun-Yu Lin ⋅ Jingke Meng ⋅ Wei-Shi Zheng
[ OpenReview] 
Poster
None
RASS: Risk-Audited Budget Selection for Compact NeRF Benchmark Subsets
Ahmad AlMughrabi ⋅ Flavià Serret ⋅ Ricardo Marques ⋅ Petia Radeva
[ OpenReview] 
Poster
None
Complexity-guided Regularization for Generalizable Human Gaussian Splatting
Gun Ryu ⋅ Gi-Mun Um ⋅ Won-Sik Cheong ⋅ Wonjun Kim
[ OpenReview] 
Poster
None
GRINQH: Graded Input-based Quantization Hierarchy for Efficient LLM Generation
Jette Oberländer ⋅ Jan Finkbeiner ⋅ Catherine Schoefmann ⋅ Emre Neftci
[ OpenReview] 
Poster
None
Training Vision Transformers to Focus: Emergence of Attention Head Specialization
Yuji Nozawa ⋅ Yu-Chieh Lin ⋅ Youyang Ng
[ OpenReview] 
Poster
None
Cortically-Resolved Recurrent Architecture for fMRI
Da-Woon Heo ⋅ Kwanseok Oh ⋅ Adrián Ayuso-Muñoz ⋅ Heung-Il Suk
[ OpenReview] 
Poster
None
S3Former: Sequential, Structural, and Statistical Fusion for Continuous-Time Dynamic Graphs
Ziyan Li ⋅ Xiangyu Hu ⋅ Tianqing Zhu ⋅ Wanlun Ma ⋅ Ke Qin
[ OpenReview] 
Poster
None
GeoMamba: Geometry-Aware State Space Modeling for Image Restoration
Dafeng Zhang ⋅ Shizhuo Liu
[ OpenReview] 
Poster
None
Navigating by Old Maps: The Pitfalls of Static Mechanistic Localization in LLM Post-Training
Hang Chen ⋅ Jiaying Zhu ⋅ Hongyang Chen ⋅ Hongxu Liu ⋅ Xinyu Yang ⋅ Wenya Wang
[ OpenReview] 
Poster
None
Active Learning as Nullspace Regulation: A Spectral Representation Perspective
Luhang Shen ⋅ Hu Jingwei ⋅ Na Ying ⋅ Chunsheng Guo
[ OpenReview] 
Poster
None
Arbitrarily Conditioned Hierarchical Flows for Spatiotemporal Events
Keyan Chen ⋅ Qiwei Yuan ⋅ Zhitong Xu ⋅ Bin Shen ⋅ Shandian Zhe
[ OpenReview] 
Poster
None
SynTeX-FL: Cross-Modal Text Transfer in Federated Learning for Medical Visual Question Answering
Min H Kim ⋅ Hyun Ki ⋅ Seokbong Yoo
[ OpenReview] 
Poster
None
Adaptive Compression and Targeted Perturbation: A Unified Framework for Generalized Audio Deepfake Detection
Jianqiao Cui ⋅ haoxian zhu ⋅ Yanghao Zhang ⋅ Hanbiao Meng
[ OpenReview] 
Poster
None
Empowering Masked Diffusion Models to Self-Correct with Leave-One-Out Transformers
Sofian Zalouk ⋅ Vincent Counathe ⋅ Paul Jünger ⋅ Daniel Cao ⋅ Daniel Zlotnick ⋅ Kilian Weinberger ⋅ Christopher De Sa
[ OpenReview] 
Poster
None
Sophon: A Procedural Diagnostic for Spatial Reasoning in Vision-Language Models
J Z Gazak ⋅ Ryan Swindle ⋅ Justin Fletcher
[ OpenReview] 
Poster
None
Illusory Pattern Perception Drives Spurious Inference in Large Language Models
Peihua Mai ⋅ Zhuoyan Shao ⋅ Xinbao Qiao ⋅ Meng Zhang ⋅ Xinyue Zhou ⋅ Yan Pang
[ OpenReview] 
Poster
None
Estimating Model-Level Membership Inference Vulnerability Without Reference Models
Euodia Dodd ⋅ Natasa Krco ⋅ Igor Shilov ⋅ Matthew R Wicker ⋅ Yves-Alexandre de Montjoye
[ OpenReview] 
Poster
None
Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs
Alexander Panfilov ⋅ Peter Romov ⋅ Igor Shilov ⋅ Yves-Alexandre de Montjoye ⋅ Jonas Geiping ⋅ Maksym Andriushchenko
[ OpenReview] 
Poster
None
B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data
Magdalena Proszewska ⋅ Tomasz Danel ⋅ Antoni Antoszek ⋅ Dawid D Rymarczyk
[ OpenReview] 
Poster
None
Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures
Tyler Chang ⋅ Catherine Arnett ⋅ Abdelrahman Sadallah ⋅ Abdelrahman Eldesokey ⋅ Abeer Kashar ⋅ Daud Abolade ⋅ Abosede G Olanihun ⋅ Adam L Mohammed ⋅ Adhikarimayum M Sharma ⋅ Aditi Gupta ⋅ Adril P Merin ⋅ Adwoa A Bremang ⋅ Afitab Iyigun ⋅ Afonso Simplício ⋅ Ahmed Essouaied ⋅ Aicha chorana ⋅ Akhil Eppa ⋅ Akintunde Oladipo ⋅ Akriti Kuri ⋅ Akshay Ramesh ⋅ Aleksei Dorkin ⋅ Alfred M Kondoro ⋅ Alham Aji ⋅ Ali E Çetintaş ⋅ Allan Hanbury ⋅ Alp Niksarli ⋅ Alvaro Arroyo ⋅ Amin Bajand ⋅ Amol Khanna ⋅ Ana Chkhaidze ⋅ Ana C Condez ⋅ Anamaria Roberta Hartl ⋅ Andiswa Mkhonto ⋅ Andrew Hoblitzell ⋅ Angelos Poulis ⋅ Anirban Majumder ⋅ Anjali Chaudhary ⋅ Anna Vacalopoulou ⋅ Annika Simonsen ⋅ Anton Kovalev ⋅ Anupam Nayak ⋅ Ashvanth.S ⋅ Ayodeji Lana ⋅ Ayu Purwarianti ⋅ Bashar Alhafni ⋅ Benedict Busole ⋅ Bernard Ghanem ⋅ Bharti Nathani ⋅ Biljana S Đurić ⋅ Ogundipe B Funmilola ⋅ Bolaotan Agbonile ⋅ Bruce Torres Fischer ⋅ Burak Tutar ⋅ Burcu Çınar ⋅ Cade Kane ⋅ Can Udomcharoenchaikit ⋅ Chadi Helwe ⋅ Cecilia Liu ⋅ Chiamaka G Nwokolo ⋅ Christopher Homan ⋅ Clément Sampebgo ⋅ Cristina España-Bonet ⋅ Cynthia Amol ⋅ Daeyeop Lee ⋅ Dan S Smart ⋅ Dana Arad ⋅ Daniil Dzenhaliou ⋅ Dasol Choi ⋅ David Liu ⋅ David Semedo ⋅ David Anugraha ⋅ OLAOYE D Oluwaseun ⋅ Deborah Popoola ⋅ Deividas Mataciunas ⋅ Dennis Asamoah Owusu ⋅ Dhyuthy K Kumar ⋅ Diogo Tavares ⋅ Diogo Glória-Silva ⋅ Divyanshu Goyal ⋅ DongGeon Lee ⋅ Estefany Kelly Buchanan ⋅ Ebele N Anajemba ⋅ Ngozi G Egonu ⋅ Elias Herranen ⋅ Eman Nisar ⋅ Emile Anand ⋅ Emuobonuvie M Ajiboye ⋅ Eryawan P Yulianrifat ⋅ Esther Adenuga ⋅ Ewa Rudnicka ⋅ Faith O Itiola ⋅ Fareeha F Sheikh ⋅ Fathima Thekkekara ⋅ Fatima Haouari ⋅ Faustin NSENGIYUMVA ⋅ Fenal A Ilasariya ⋅ Filbert A Tjiaranata ⋅ Firas Laakom ⋅ Francesca Grasso ⋅ Francesco Periti ⋅ Francesco Orabona ⋅ Gbenga K Solomon ⋅ Genta Winata ⋅ Gia N Ngo ⋅ Gloria Udhedhe-oze ⋅ Gonçalo Vinagre ⋅ Gopi N Challagolla ⋅ Gorka Urbizu ⋅ Gouthami Vadithya ⋅ Guijin Son ⋅ Gyan S Mohapatra ⋅ Hafeez Ullah ⋅ Hafsteinn Einarsson ⋅ Hai Hu ⋅ Hamidreza Saffari ⋅ Hamza Zaidi ⋅ Haopeng Zhang ⋅ Harethah Abu Shairah ⋅ Hele-Andra Kuulmets ⋅ Hitesh Patel ⋅ Houda Bouamor ⋅ Hwanjo Yu ⋅ Iben N Debess ⋅ İbrahim Ethem Deveci ⋅ Ikhlasul A Hanif ⋅ Ikhyun Cho ⋅ Inês Vieira ⋅ Inês Calvo ⋅ Ismail O Daud ⋅ Yusuf I Abayomi ⋅ Itay Itzhak ⋅ Ivan Zhelyazkov ⋅ Ivan Belashkin ⋅ Ivan Spada ⋅ Jacob Brinton ⋅ Jafar Isbarov ⋅ Jaka Čibej ⋅ Jan Kocon ⋅ Jan Cuhel ⋅ Jauza A Krito ⋅ Jebish Purbey ⋅ Jennifer Za ⋅ Jennifer Mickel ⋅ Jenny Kunz ⋅ Jessica Ratovondranto ⋅ Jeyarajalingam Varsha ⋅ Jihae Jeong ⋅ Jimena T Dávalos ⋅ Jinu Lee ⋅ Joao Magalhaes ⋅ John S Yi ⋅ Jongin Kim ⋅ Joseph Chataignon ⋅ Joseph Marvin Imperial ⋅ Jubeerathan Thevakumar ⋅ Judith Land ⋅ Iuliia Alekseenko ⋅ Jiang Junchen ⋅ Jungwhan Kim ⋅ Kairit Sirts ⋅ Kamesh R ⋅ Kanda P Tshinu ⋅ Kätriin Kukk ⋅ Kaustubh Ponkshe ⋅ Kavsar Huseynova ⋅ Ke He ⋅ Kenneth Enevoldsen ⋅ Kent J Alvarez ⋅ Kerem Zaman ⋅ Khalil Mrini ⋅ Kian Kyars ⋅ Komal Gour ⋅ Krishnakumar Lainitha ⋅ Krister Kruusmaa ⋅ Kunal Mukherjee ⋅ Kusum Chouhan ⋅ Laura Castro ⋅ Laura M Porrino-Moscoso ⋅ Lenny S Nzambi ⋅ Leshem Choshen ⋅ Lilja Øvrelid ⋅ Lisa Alazraki ⋅ Lovina Ehimen-Ugbede ⋅ Luheerathan Thevakumar ⋅ Luxshan Thavarasa ⋅ Mamadou K KEITA ⋅ Mansi Jangid ⋅ Marco De Santis ⋅ Marcos Garcia ⋅ Marek Suppa ⋅ Mariam D'Ciofalo ⋅ Marii Ojastu ⋅ Marium Atta ⋅ Maryam Sikander ⋅ Maximos Skandalis ⋅ Mehak Soomro ⋅ Mehmet İ Bozkurt ⋅ Melaku Bayu ⋅ Menan Velayuthan ⋅ Michael Leventhal ⋅ Michał Marcińczuk ⋅ Mina Almasi ⋅ Mirna Potočnjak ⋅ Mithil Bangera ⋅ Mohammadamin Shafiei ⋅ MOHIBA ANSARI ⋅ Mridul Sharma ⋅ Mrityunjaya Indoria ⋅ Mughees U Rehman ⋅ Muhammad R Habibi ⋅ Murat B Kınay ⋅ Nada Galant ⋅ Naina S Rathore ⋅ Narada Maugin ⋅ Nathalie H Norman ⋅ Nicholas K Corrêa ⋅ Nikola Ljubešić ⋅ Nirmal Thomas ⋅ Nisansa de Silva ⋅ Nisheeth Joshi ⋅ Nitish Ponkshe ⋅ Nizar Habash ⋅ Nneoma C Udeze ⋅ Noel Thomas ⋅ Noémi Ligeti-Nagy ⋅ Odunayo Ogundepo ⋅ Odunayo K Buliaminu ⋅ God'spraise Okechukwu ⋅ Olanrewaju Samuel ⋅ Olga Snissarenko ⋅ Onyinye A Chiemezie ⋅ Orkun Kınay ⋅ osman tursun ⋅ Pablo Rodríguez ⋅ Pablo Gamallo ⋅ Pedro Valente ⋅ Peter Rupnik ⋅ Philip O EKIUGBO ⋅ Prakhar Agarwal ⋅ Prokopis Prokopidis ⋅ Quadri Yahya ⋅ Rachele Mignone ⋅ Raghav Singhal ⋅ Rahul Raja ⋅ Ram Mohan Rao Kadiyala ⋅ Raphaël Merx ⋅ Rasmus Larsen ⋅ Ratnavel Rajalakshmi ⋅ Rishav Ghosh ⋅ Romina Oji ⋅ Rui P Guerra ⋅ Rushikesh Zawar ⋅ Sa'ad N Bashir ⋅ Saeed Alzaabi ⋅ Sahil Sandeep ⋅ SaiSandeep Kantareddy ⋅ Saleha Muzammil ⋅ Salsabila Z Pranida ⋅ Sam Buchanan ⋅ Samuel Rutunda ⋅ Sander Land ⋅ Sarah Sulollari ⋅ Sardar Ali ⋅ Kengatharaiyer Sarveswaran ⋅ Saulius Tautvaisas ⋅ Sayambhu Sen ⋅ Sayantani Banerjee ⋅ Sebastien Diarra ⋅ Sewoong Lee ⋅ Shaan Shah ⋅ Shankar Venkitachalam ⋅ Sharifa Djurabaeva ⋅ Sharon Ibejih ⋅ Shivanya S Dutta ⋅ Siddhant Gupta ⋅ Silvia P Suárez ⋅ Sina Ahmadi ⋅ Sivasuthan Sukumar ⋅ Siyuan Song ⋅ Sokratis Sofianopoulos ⋅ Sona E Simon ⋅ Sonja Benčina ⋅ Sophie Gvasalia ⋅ Sphurti K More ⋅ Spyridon Konstantinos Dragazis ⋅ Stefan Milosavljević ⋅ Stephan Kaufhold ⋅ AlRashed ⋅ Surangika Ranathunga ⋅ Taiga Someya ⋅ Taja K Pungeršek ⋅ Tal Haklay ⋅ Tasi'u Jibril ⋅ Tatsuya Aoyama ⋅ Tea Abashidze ⋅ Terenz J Dela Cruz ⋅ Terra Blevins ⋅ Themistoklis Nikas ⋅ Theresa D Idoko ⋅ Tilek Chubakov ⋅ Tina Munda ⋅ Owoeye T Moses ⋅ Tommaso Gargiani ⋅ Uni Johannesen ⋅ Vallerie A Putra ⋅ Vanya BK ⋅ Varvara Arzt ⋅ Vasily Konovalov ⋅ Vasudevan Nedumpozhimana ⋅ Viktória Ondrejová ⋅ Viktoryia Horbik ⋅ Vuk Dinić ⋅ Walelign Sewunetie ⋅ Winston Wu ⋅ Xiaojing Zhao ⋅ Yacouba Diarra ⋅ Yaniv Nikankin ⋅ Yash Mathur ⋅ Yash Bagla ⋅ Yeshil Bangera ⋅ Yixi Chen ⋅ Yiyuan Li ⋅ Yolanda Xavier ⋅ Yonatan Belinkov ⋅ Zaid Alyafeai ⋅ Zhengyang Shan ⋅ Zhi Rui Tam ⋅ Zilu Tang ⋅ Zuzana Nadova ⋅ Baber Abbasi ⋅ Stella Biderman ⋅ David Stap ⋅ Duygu Ataman ⋅ Fabian D Schmidt ⋅ Hila Gonen ⋅ Jiayi Wang ⋅ David Adelani
[ OpenReview] 
Poster
None
Compose Your Oracles: Off Policy Improvement with Aggregated Guidance
Jingtian Ji ⋅ Xuefeng Liu ⋅ Matthew Walter
[ OpenReview] 
Poster
None
Teacher-Aware Evolution of Heuristic Programs from Learned Optimization Policies
Minyu Chen ⋅ Song Qin ⋅ Ling-I Wu ⋅ Jianxin Xue ⋅ Guoqiang Li
[ OpenReview] 
Poster
None
Ghosted Layers: Unconstrained Activation Alignment for Recovering Layer-Pruned LLMs
Vincent-Daniel (Juyoung) Yun ⋅ Junhyuk Jo ⋅ Sai Praneeth Karimireddy ⋅ Sunwoo Lee
[ OpenReview] 
Poster
None
Spik-NeRF v2: Pushing the Limit of Spiking Neural Radiance Fields with $ \pm $I-LIF
Chen Cheng ⋅ Qinlong Lan ⋅ Gang Wan ⋅ Hao Guo ⋅ Lei Liu ⋅ Zhanji Wei ⋅ Wu Yitian ⋅ Yufei Guo
[ OpenReview] 
Poster
None
Autoregressive Appearance Prediction for 3D Gaussian Avatars
Michael Steiner ⋅ Zhang Chen ⋅ Alexander Richard ⋅ Vasu Agrawal ⋅ Markus Steinberger ⋅ Michael Zollhöfer
[ OpenReview] 
Poster
None
Neuronal Identity as an Organizational Basis for Analyzing Neural Population Dynamics
Seungjae Han ⋅ Joshua Y You ⋅ Soi Kim ⋅ Minho Eom ⋅ Jinho Park ⋅ Seunghee Park ⋅ Byeongwook Lee ⋅ Young-Gyu Yoon
[ OpenReview] 
Poster
None
RoboExo: Structure-Guided Wrist-to-Exocentric Video Generation for Scalable Robot Learning
Rui Li ⋅ Zixuan Hu ⋅ Chenxi Li ⋅ zhangrui zhao ⋅ Fucheng Cai ⋅ Li Kang ⋅ Minting Pan ⋅ LINGYU DUAN ⋅ Dongzhan Zhou ⋅ Wangmeng Zuo
[ OpenReview] 
Poster
None
DrawingsDreamer: A Unified Multi-View Engineering Drawings Generation Model
Shurui Liu ⋅ Weide Chen ⋅ Changwang Yi ⋅ Ancong Wu
[ OpenReview] 
Poster
None
MVPISplat: Multi-View Photometric Inconsistency for Defending 3D Gaussian Splatting Attacks
Mahedi H Rigan ⋅ Nicole Meng ⋅ Miao Yin ⋅ Yingjie Lao ⋅ Faysal Hossain Shezan
[ OpenReview] 
Poster
None
Sequential Behavioral Watermarking for LLM Agents
Hyeseon An ⋅ Shinwoo Park ⋅ Dongsu Kim ⋅ Yo-Sub Han
[ OpenReview] 
Poster
None
Learning Transferable Cross-Day Representations for Few-Shot Neural Decoding
Yue Chen ⋅ Menghan Li ⋅ Tatsuo S Okubo
[ OpenReview] 
Poster
None
From Post-Hoc to Ante-Hoc: Consistently Explainable Semi-Supervised Time Series Classification
Viet-Hung Tran ⋅ Zichi Zhang ⋅ Ngoc Phu Doan ⋅ Xuan Nguyen ⋅ Phi Hung Nguyen ⋅ Yimeng An ⋅ Peixin Li ⋅ Huynh T Khanh ⋅ Hans Vandierendonck ⋅ Ira Assent ⋅ Thai Son Mai
[ OpenReview] 
Poster
None
A Diagnostic Benchmark for Layered Layout and Template-Variant Reasoning
Jaejung Seol ⋅ Haonan Zhu ⋅ Elad Hirsch ⋅ Adrienne Deganutti ⋅ Purvanshi Mehta
[ OpenReview] 
Poster
None
Soteria: Formally Verified Planning with Runtime Enforcement for Safe LLM Agents
Deyuan (Mike) He ⋅ Ankush Desai ⋅ Sharad Malik ⋅ Aarti Gupta
[ OpenReview] 
Poster
None
Timing Is All You Need: SpikeCore, Learnable Delays, and Gain Control for Neuromorphic Classification
Mohsen K Rad ⋅ Sotiris Moschoyiannis ⋅ Roman Bauer
[ OpenReview] 
Poster
None
CitySTAR: Agent-Driven Structured and Topology-Aware Reasoning for Open-Vocabulary Urban 3D Grounding
Shuai Zhang ⋅ Hongye Hou ⋅ qinghe liu ⋅ Zhuoxiao Li ⋅ Dongli Wu ⋅ Jing OU ⋅ Yuan Liu ⋅ Wufan Zhao
[ OpenReview] 
Poster
None
Surrogate Calibration for Transferable Adversarial Attacks against Black-Box MLLMs
Zhewen Yao ⋅ Yao Zhu ⋅ Xiangyang Ji ⋅ Shiliang Zhang
[ OpenReview] 
Poster
None
Beyond Clipping: Signed Logarithmic Smoothing for Policy Optimization
Jihun Yun ⋅ Sungjoon Yoon ⋅ Beomhan Baek ⋅ Minhak Song ⋅ Jongha (Jon) Ryu ⋅ Kwang-Sung Jun
[ OpenReview] 
Poster
None
MC^2: Monte Carlo Correction for Fast Elliptic PDE Solving
Ethan Hsu ⋅ Ivan Ge ⋅ Hong M Yam
[ OpenReview] 
Poster
None
Layerwise Progressive Freezing: A Training Scaffold for Depth-Scalable Binary Networks
Evan G Smith ⋅ Bashima Islam
[ OpenReview] 
Poster
None
The Sample Complexity of Multiple Change Point Identification under Bandit Feedback
Maximilian Graf ⋅ Victor Thuot
[ OpenReview] 
Poster
None
GeoPano: Towards Geometrically Accurate Panoramic 3D Reconstruction from a Single Panorama
Jing OU ⋅ Zidong Cao ⋅ Liaoyuan Fan ⋅ Zhuoxiao Li ⋅ Shuai Zhang ⋅ Yinrui Ren ⋅ Dongli Wu ⋅ Haoang Li ⋅ Hui Xiong ⋅ Wufan Zhao
[ OpenReview] 
Poster
None
Temporal Gradient Inversion for Private Trajectory Reconstruction in Embodied Reinforcement Learning
Sudip Bhujel ⋅ Shanghao Shi ⋅ Ruiquan Huang ⋅ Ning Zhang ⋅ Yang Xiao
[ OpenReview] 
Poster
None
MotionGrounder: Grounded Multi-Object Motion Transfer via Diffusion Transformer
Samuel Teodoro ⋅ Yun Chen ⋅ Agus Gunawan ⋅ Soo Ye Kim ⋅ Jihyong Oh ⋅ Munchurl Kim
[ OpenReview] 
Poster
None
Attention Sinks Induce Gradient Sinks: Massive Activations as Gradient Regulators in Transformers
Yihong Chen ⋅ Zhouchen Lin ⋅ Quanming Yao
[ OpenReview] 
Poster
None
LOCO: Local Light-Aware Object Compositing with Spatially Varying Illumination-Augmented Data
Jinseo Jeong ⋅ Hyunsoo Kim ⋅ Junseo Koo ⋅ Junhyeog Yun ⋅ Gunhee Kim ⋅ Soo Ye Kim
[ OpenReview] 
Poster
None
Process-Aware LNS for Large-Scale MILP via Context-Enhanced Fine-Tuned LLM-driven Selector
An Yan ⋅ Huigen Ye ⋅ Hua Xu ⋅ Jiahao Zhang
[ OpenReview] 
Poster
None
Soft Token Alignment for Cross-Lingual Reasoning
Ivy He ⋅ Jungsoo Park ⋅ Wei "Coco" Xu ⋅ Alan Ritter
[ OpenReview] 
Poster
None
Synthetic Worlds for Temporal Evaluation and Knowledge Updating in LLMs
Jonathan Zheng ⋅ Zirui Shao ⋅ Alan Ritter ⋅ Wei "Coco" Xu
[ OpenReview] 
Poster
None
EgoBabyVLM: Benchmarking cross-modal learning from naturalistic egocentric video data
Dongyan Lin ⋅ Phillip Rust ⋅ Angel Villar-Corrales ⋅ Alvin Tan ⋅ Mahi Luthra ⋅ Charles-Éric Saint-James ⋅ Robin Algayres ⋅ Rashel Moritz ⋅ Vanessa Stark ⋅ Surya Parimi ⋅ Jiayi Shen ⋅ Youssef Benchekroun ⋅ Yosuke Higuchi ⋅ Angelo O Tandazo ⋅ Martin Gleize ⋅ Nicolas Hamilakis ⋅ manel khentout ⋅ Sho Tsuji ⋅ Balázs Kégl ⋅ Juan Pino ⋅ Michael C Frank ⋅ Emmanuel Dupoux
[ OpenReview] 
Poster
None
Graph-Based Stochastic-Power-UCT: Monte-Carlo Graph Search with Power Mean Estimation
Tung Tran ⋅ Viet Bao ⋅ Hoang Ta ⋅ Tuan Dam
[ OpenReview] 
Poster
None
MedCache: Training-Free Spatially Aware Caching for Accelerated Medical Video Generation
Ufaq Khan ⋅ Umair Nawaz ⋅ Sathira Silva ⋅ Numan Saeed ⋅ Muhammad U Sheikh ⋅ Muhammad Bilal ⋅ Junaid Qadir ⋅ Lena Maier-Hein ⋅ Yutong Xie ⋅ Muhammad Haris Khan
[ OpenReview] 
Poster
None
Locally-Additive Regret for Delayed Non-stationary Bandit Convex Optimization
Wentao Zhang ⋅ Yifan Zhu ⋅ Yutong Zhang
[ OpenReview] 
Poster
None
Problem-Dependent Dynamic Regret over a Predictor Class with One-Gradient Feedback
Wentao Zhang
[ OpenReview] 
Poster
None
Exploiting Fine-Tuning Structures to Improve Adversarial Transferability on Downstream SAM
Shixiong Jiang ⋅ Jialiang Fan ⋅ Mengyu Liu ⋅ Pengfei Gu ⋅ Danny Z Chen ⋅ Fanxin Kong
[ OpenReview] 
Poster
None
Hierarchical Cross-Class Part Alignment for Prototypical Part Networks via Hyperbolic Entailment
Keisuke Sano ⋅ Takayoshi Yamashita ⋅ Hironobu Fujiyoshi
[ OpenReview] 
Poster
None
Leveraging Psychophysical Attentional Distribution for Gaze-Augmented Reward Modeling
Chaeho Lee ⋅ Junyup Kim ⋅ Wansoo Kim ⋅ Young MIn Jung ⋅ Sang H Lee
[ OpenReview] 
Poster
None
Hyper Input Convex Neural Networks for Shape Constrained Learning and Optimal Transport
Shayan Hundrieser ⋅ Insung Kong ⋅ Johannes Schmidt-Hieber
[ OpenReview] 
Poster
None
A Composite Activation Function for Learning Stable Binary Representations
Seokhun Park ⋅ choeun kim ⋅ Kwanho Lee ⋅ Sehyun Park ⋅ Insung Kong ⋅ Yongdai Kim
[ OpenReview] 
Poster
None
Rethinking Psychometric Evaluation of LLMs: When and Why Self-Reports Predict Behavior
Rafal Kocielnik ⋅ Pengrui Han ⋅ Peiyang Song ⋅ Myrl Marmarelis ⋅ Ramit Debnath ⋅ Dean Mobbs ⋅ Animashree Anandkumar ⋅ R. Michael Alvarez
[ OpenReview] 
Poster
None
Beyond the Linear Separability Ceiling: Aligning Representations in VLMs
Enrico Vompa ⋅ Tanel Tammet ⋅ Mohit Vaishnav
Poster
None
Attention Itself Could Retrieve. RetrieveVGGT: Training-Free Long Context Streaming 3D Reconstruction via Query-Key Similarity Retrieval
Zichen Zou ⋅ Xiaosong Jia ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
None
Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation
Kexuan Shi ⋅ Hanxuan Li ⋅ Zeju Qiu ⋅ Yandong Wen ⋅ Simon Buchholz ⋅ Weiyang Liu
[ OpenReview] 
Poster
None
P$^{3}$: Joint Program-and-Proof Planning\\ for Verified Code Generation
Zenan Li ⋅ Ziran Yang ⋅ Peiyang Song ⋅ Zhaoyu Li ⋅ Kaiyu Yang
[ OpenReview] 
Poster
None
DynaCell: an Evaluation Framework for Dynamic 3D Virtual Staining of Live Cells
Alexandr Kalinin ⋅ Dihan Zheng ⋅ Taylla Theodoro ⋅ Ivan Ivanov ⋅ Eduardo Hirata Miyasaki ⋅ See-Chi Lee ⋅ Aofei Liu ⋅ Sricharan R Varra ⋅ Talon Chandler ⋅ Soorya Pradeep ⋅ Chad Liu ⋅ Manuel D Leonetti ⋅ Carolina Arias ⋅ Bo Huang ⋅ Shalin Mehta
[ OpenReview] 
Poster
None
Auxiliary Clues Aware’s Geometry Problem Solving
Qigong Lei ⋅ Qingsong Wang ⋅ Wang Lin ⋅ Qianyi Yang ⋅ Chang Yao ⋅ Jingyuan Chen
[ OpenReview] 
Poster
None
Aligned Delta-Triplane Transformers as Occupancy World Models
Haoran Xu ⋅ Peixi Peng ⋅ Shijun Guo ⋅ Guang Tan ⋅ Yiqian Chang ⋅ Yisen Zhao ⋅ Shuaixian Wang ⋅ Yonghong Tian
[ OpenReview] 
Poster
None
Chasing Label Shifters: A Change-Aware Framework for Dynamic Graph Node Classification
Junghoon Kim ⋅ Seungyoon Choi ⋅ Hyunsung Kim ⋅ Chanyoung Park
[ OpenReview] 
Poster
None
Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning
Yuyang Ji ⋅ Yixuan Shen ⋅ Anil Jain ⋅ Xiaoming Liu ⋅ Feng Liu
[ OpenReview] 
Poster
None
Sustainability in the Loop: AI Model Development Should Be Multi-Objective
Matteo Mugnai ⋅ Francesco Pistolesi
[ OpenReview] 
Poster
None
Optimal Real-Data Allocation for Synthetic-Data-Augmented Inference
Sikun Xu ⋅ Zineng Xu ⋅ Mingduo Zhao
[ OpenReview] 
Poster
None
OpenSanctions Pairs: A Large-Scale Dataset for Pairwise Entity Matching
Chandler Smith ⋅ Magnus Sesodia ⋅ Friedrich Lindenberg ⋅ Christian Schroeder de Witt
[ OpenReview] 
Poster
None
Cephalonauts One: A deep fMRI dataset for decoding naturalistic speech in the human brain
Antoine Collas ⋅ Louis Jalouzot ⋅ Géraud Ilinca ⋅ Corentin Caris ⋅ Romain Valabregue ⋅ Ahmed Hassayoune ⋅ David Gonçalves ⋅ Madeleine Hueber ⋅ Thaddée Delebarre ⋅ Savatovsky Julien ⋅ Clara Fonteneau ⋅ Charles Maussion ⋅ Bertrand Thirion ⋅ Alexis Thual
[ OpenReview] 
Poster
None
Support Before Frequency in Discrete Diffusion
Adrian Müller ⋅ Antoine Gonon ⋅ Zebang Shen ⋅ Ya-Ping Hsieh ⋅ Niao He
[ OpenReview] 
Poster
None
Generative Modeling by Value-Driven Transport
Pablo Moreno-Muñoz ⋅ Adrian Müller ⋅ Gergely Neu
[ OpenReview] 
Poster
None
Dataset Collections: Challenges of Large-Scale Data Aggregation in 3D Medical Image Datasets
Yannick Kirchhoff ⋅ Saikat Roy ⋅ Elisa Stegmeier ⋅ Hamideh Haghiri ⋅ Constantin Ulrich ⋅ Maximilian R. Rokuss ⋅ Tassilo Wald ⋅ Karol Gotkowski ⋅ Benjamin Hamm ⋅ Raphael Stock ⋅ Nico Disch ⋅ Michael Baumgartner ⋅ Dimitrios Bounias ⋅ Anand Deshpande ⋅ Stefan Dinkelacker ⋅ Stefan Dvoretskii ⋅ Katharina Eckstein ⋅ Selen Erkan ⋅ Jessica Kächele ⋅ Kim-Celine Kahl ⋅ Balint Kovacs ⋅ Lucas Kulla ⋅ Moritz Langenberg ⋅ Philipp Schader ⋅ Stephen Schaumann ⋅ Darya Trofimova ⋅ Shuhan Xiao ⋅ Sebastian Ziegler ⋅ David Zimmerer ⋅ Marco Nolden ⋅ Fabian Isensee ⋅ Klaus Maier-Hein ⋅ Ralf Floca
[ OpenReview] 
Poster
None
AeroChem: Closed-loop Physics-Informed State Space Modeling for Long-term Chemically-Reactive Air Quality Forecasting
Le Trung Kien ⋅ Tung Kieu ⋅ Dinh D Nguyen ⋅ Cuong Do ⋅ Bin Yang ⋅ Phi L Nguyen
[ OpenReview] 
Poster
None
Reinforcing Multimodal Reasoning Against Visual Degradation
Rui Liu ⋅ Dian Yu ⋅ Haolin Liu ⋅ Yucheng Shi ⋅ Tong Zheng ⋅ Runpeng(Leo) Dai ⋅ Haitao Mi ⋅ Pratap Tokekar
[ OpenReview] 
Poster
None
Screening Lipid Nanoparticles through Structure-Ratio Alignment
Yoonho Lee ⋅ Yunhak Oh ⋅ Hoyoung Choi ⋅ Chanyoung Park
[ OpenReview] 
Poster
None
Expert-guided Bayesian optimization for sustainable protein formulation
Anna Thomas ⋅ Georgios Zaverdinos ⋅ Petros Mandalis ⋅ Andreas Orfanoudakis ⋅ Akihiro Takino ⋅ Sohum Patnaik ⋅ David J Kraus ⋅ Panos Kostopoulos ⋅ Caroline Cotto ⋅ Nikos Tsiaparas ⋅ Dan Jurafsky ⋅ Aadit Patel
[ OpenReview] 
Poster
None
Large Language Models as Graph Computational Solvers via Topology-aware Residual Attention
Wei Zhuo ⋅ Siqiang Luo
[ OpenReview] 
Poster
None
Spectral Annealing: Normalization-Path Exploration for Large-Scale Ising Optimization
Juan V Cano ⋅ Phuong C Cong ⋅ Kostadin Damevski ⋅ Thang N Dinh
[ OpenReview] 
Poster
None
Policy-DRIFT: Dynamic Reward-Informed Flow Trajectory Steering
Atharva Mahajan ⋅ Abhijeet Vishwasrao ⋅ Yuning Wang ⋅ Ricardo V Motilva
[ OpenReview] 
Poster
None
Spherical Bayesian Experimental Design for Active View Selection in 3D Gaussian Splatting
Yan Song ⋅ Yunfei Guo ⋅ Guyeli Yang ⋅ Li He ⋅ Chenglong Li ⋅ Huanzhen Wang ⋅ Bailin HE ⋅ Qiao Sun ⋅ Zhong Jiangwei ⋅ Shizeng Zhang ⋅ Nuo Chen ⋅ Yan Wang ⋅ Wenqiang Zhang
[ OpenReview] 
Poster
None
Self-Improvement Imitation with Biologically Guided Search for Protein Design Under Oracle Budgets
Ashima Khanna-Reiter ⋅ Dominik G Grimm
[ OpenReview] 
Poster
None
Coarse-to-Fine Autoregression over Hierarchical Discrete Codes for Molecular Graph Generation
Haozhuo Zheng ⋅ Cheng Wang ⋅ Pengyu Chen ⋅ YajunTian ⋅ Yang Liu
[ OpenReview] 
Poster
None
Amortized Molecular Optimization via Group Relative Policy Optimization
Muhammad bin Javaid ⋅ Hasham Hussain ⋅ Ashima Khanna-Reiter ⋅ Berke Kisin ⋅ Jonathan Pirnay ⋅ Alexander Mitsos ⋅ Dominik G Grimm ⋅ Martin Grohe
[ OpenReview] 
Poster
None
Variable-Length Generative Protein Design via Generalized Poisson Flow
Chaoran Cheng ⋅ Zhanghan Ni ⋅ Yanru Qu ⋅ Yuxin Chen ⋅ Ruihan Guo ⋅ Jiajun Fan ⋅ Ge Liu
[ OpenReview] 
Poster
None
Tiny but Trusted: Efficient Vision-Language Reasoning for Time-Series Anomaly Detection
Xiaona Zhou ⋅ Tianjiao Yu ⋅ Muntasir Wahed ⋅ Constantin Brif ⋅ Ismini Lourentzou
[ OpenReview] 
Poster
None
Active Context Selection Improves Simple Regret in Contextual Bandits
Mohammad Shahverdikondori ⋅ Jalal Etesami ⋅ Negar Kiyavash
[ OpenReview] 
Poster
None
LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling
Yuxin Chen ⋅ Chumeng Liang ⋅ Hangke Sui ⋅ Ruihan Guo ⋅ Chaoran Cheng ⋅ Jiaxuan You ⋅ Ge Liu
[ OpenReview] 
Poster
None
Optimal Experiments for Partial Causal Effect Identification
Tobias Maringgele ⋅ Jalal Etesami
[ OpenReview] 
Poster
None
Adversarial Corpus Selection to Attack Subgraph Matching based Graph Retrieval
Ninad J Gandhi ⋅ Mayukh Mondal ⋅ Brian S Mackwan ⋅ Soumen Chakrabarti ⋅ Abir De
[ OpenReview] 
Poster
None
Efficient Brain-to-Speech Decoding with Fixed-Delay Spiking Neural Networks
Aleksandra Wisniewska ⋅ Seo-Hyun Lee ⋅ Seong-Whan Lee
[ OpenReview] 
Poster
None
A Solver-Efficient Neural Adversarial Attack on Subgraph Matching Models
Ninad J Gandhi ⋅ Mayukh Mondal ⋅ Brian S Mackwan ⋅ Soumen Chakrabarti ⋅ Abir De
[ OpenReview] 
Poster
None
Deep Probabilistic Supervision for Image Classification
Anton Adelöw ⋅ Matteo Gamba ⋅ Atsuto Maki
[ OpenReview] 
Poster
None
RealICU: Do LLM Agents Understand Long-Context ICU Data? A Benchmark Beyond Behavior Imitation
Chengzhi Shen ⋅ Weixiang Shen ⋅ Tobias Susetzky ⋅ Chen Chen ⋅ Jun Li ⋅ Yuyuan Liu ⋅ zhang xuepeng ⋅ Zhenyu Gong ⋅ Daniel Rueckert ⋅ Jiazhen Pan
[ OpenReview] 
Poster
None
MedFlowBench: Auditing Medical Agents in Full-Study Workflows
Weixiang Shen ⋅ Chengzhi Shen ⋅ Che Liu ⋅ Junde Wu ⋅ Jiayuan Zhu ⋅ Xiao Han ⋅ Zongyue Li ⋅ Jingpei Wu ⋅ Min Xu ⋅ Daguang Xu ⋅ Yueming Jin ⋅ Benedikt Wiestler ⋅ Daniel Rueckert ⋅ Jiazhen Pan
[ OpenReview] 
Poster
None
Patching Up Circuit Learning on Images
Charles Bricout ⋅ Gennaro Gala ⋅ Viacheslav (Slava) Borovitskiy ⋅ Antonio Vergari
[ OpenReview] 
Poster
None
A Unified Graph Language Model for Multi-Domain Multi-Task Graph Alignment Instruction Tuning
Haibo Chen ⋅ Xin Wang ⋅ Jiaheng Chao ⋅ Ling Feng ⋅ Wenwu Zhu
[ OpenReview] 
Poster
None
Heads That Write, Not Just Point: Image Retrieval Heads in Vision-Language Models
Junsung Park ⋅ Uiwon Hwang ⋅ Donghun Kang ⋅ Yeongtak Oh ⋅ Jaewon Jeong ⋅ Gyeongtae Yoo ⋅ Han Cheol Moon ⋅ Jungbeom Lee ⋅ Sungroh Yoon
[ OpenReview] 
Poster
None
Sparse Fine-Tuning for Parameter-Efficient Adversarial Training
Zhaoxin Wang ⋅ Zihang Ding ⋅ Handing Wang
[ OpenReview] 
Poster
None
WorldSpeech: A Multilingual Speech Corpus from Around the World
Antonis Asonitis ⋅ Luca Lanzendörfer ⋅ Frédéric Berdoz ⋅ Roger Wattenhofer
[ OpenReview] 
Poster
None
ELSA3D: Elastic Semantic Anchoring for Unified 3D Understanding and Generation
Tianjiao Yu ⋅ Xinzhuo Li ⋅ Yifan Shen ⋅ Onkar Susladkar ⋅ Yuanzhe Liu ⋅ Xiaona Zhou ⋅ Ismini Lourentzou
[ OpenReview] 
Poster
None
A Benchmark for Omni-Modal Reasoning in Long Videos
Mohammed I Kurpath ⋅ Jaseel M Kaithakkodan ⋅ Jinxing Zhou ⋅ Sahal Shaji Mullappilly ⋅ Mohammad Almansoori ⋅ Noor Ahsan ⋅ Beknur Kalmakhanbet ⋅ sambal shikhar ⋅ Rishabh Lalla ⋅ Jean Lahoud ⋅ Mariette Awad ⋅ Fahad Shahbaz Khan ⋅ Salman Khan ⋅ Rao Anwer ⋅ Hisham Cholakkal
[ OpenReview] 
Poster
None
ROSE: Risk-Aware Orthogonal Subspace Navigation for Lifelong Knowledge Editing in Multimodal Large Language Models
Lingyun Song ⋅ Ziyao Chen ⋅ Kang Pan ⋅ Xiaolin Han ⋅ Yifei Zhang ⋅ Xiaoqi Wang ⋅ Yudai Pan ⋅ Xuequn Shang
[ OpenReview] 
Poster
None
B2P-Corr: Batch-to-Population Gradient Estimators for Non-Decomposable Correlation Losses
Jingquan Yan ⋅ Yuwei Miao ⋅ Peiran Yu ⋅ Junzhou Huang
[ OpenReview] 
Poster
None
GADMVP: Adaptive Few-Shot Graph-Level Anomaly Detection with Multi-View Structured Prompting
Xiaolin Han ⋅ Xiurui Hu ⋅ Lingyun Song ⋅ Yudai Pan ⋅ Xuequn Shang
[ OpenReview] 
Poster
None
Contrastive Representation Shaping for LLM Unlearning
Haoran Tang ⋅ Rajiv Khanna
[ OpenReview] 
Poster
None
Wavelet Flow Matching for Multi-Scale Physics Emulation
Gabriele Accarino ⋅ Juan Nathaniel ⋅ Carla Roesch ⋅ Pierre Gentine ⋅ Sara Shamekh ⋅ Duncan Watson-Parris ⋅ Viviana Acquaviva
[ OpenReview] 
Poster
None
Learning Semantic Consistency for Open-Vocabulary Dense Perception
Li Ding ⋅ Junjie Wang ⋅ Jingjun Yang ⋅ Jiaze Wang ⋅ Libo Qin ⋅ Li Jiang ⋅ Zhuotao Tian
[ OpenReview] 
Poster
None
ADMIT: Support-Gated Memory-Write Admission for Document QA Agents
Joongmin Shin ⋅ Gyuho Shim ⋅ Hyeonseok Moon ⋅ Jaehyung Seo
[ OpenReview] 
Poster
None
Decoupling Label Shift and Surrogate Gradient Errors for Robust Federated Spiking Neural Networks
Zouquan Chen ⋅ Yifei Yang ⋅ Lidong Zheng ⋅ Zhiming Fang ⋅ Yuchen Zheng
[ OpenReview] 
Poster
None
Primal Generation, Dual Judgment: Self-Training from Test-Time Scaling
Yizhu Jiao ⋅ Ruixiang Zhang ⋅ Richard H Bai ⋅ Jiawei Han ⋅ Ronan Collobert ⋅ Yizhe Zhang
[ OpenReview] 
Poster
None
ESSAM: A Novel Competitive Evolution Strategies Approach to Reinforcement Learning for Memory Efficient LLMs Fine-Tuning
Zhishen Sun ⋅ Sizhe Dang ⋅ Guang Dai ⋅ Haishan Ye
[ OpenReview] 
Poster
None
The PFAD Not Taken: Measuring Polysemanticity via Feature Affine Decomposition
Kirill Bykov ⋅ Maria A Bravo ⋅ Laura Kopf ⋅ Zeynep Akata
[ OpenReview] 
Poster
None
Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners
Xiaojun Jia ⋅ Jie Liao ⋅ Simeng Qin ⋅ Ke Ma ⋅ Wenbo Guo ⋅ Yebo Feng ⋅ Aishan Liu ⋅ Yang Liu
[ OpenReview] 
Poster
None
Nash Social Welfare for Multi Armed Bandits: Trajectory-wise Expected and High Probability Regret
Avishek Ghosh
[ OpenReview] 
Poster
None
OPERA: An Agent for Image Restoration with End-to-End Joint Planning–Execution Optimization
Feng Zhu ⋅ Shuyang Xie ⋅ Zeng Yihan ⋅ Ming Liu ⋅ Wangmeng Zuo
[ OpenReview] 
Poster
None
Efficient Dynamic Algorithms for Graph Neural Networks with Non-Linearity
Kiarash Banihashem ⋅ MohammadTaghi Hajiaghayi ⋅ JafariRaviz ⋅ Silvio Lattanzi ⋅ Danny Mittal
[ OpenReview] 
Poster
None
Resource-Aware Parameter-Efficient Model Adaptation for Onboard High-Dimensional Data
Qiyang Zhang ⋅ Xinhao Li ⋅ Lei Shi ⋅ Zheng Lin ⋅ Jinfeng Wen ⋅ Ao Zhou ⋅ Shangguang Wang
[ OpenReview] 
Poster
None
Tunable Latent Generative Priors for Compressed Sensing and Inverse Problems
Sean Gunn ⋅ Jorio Cocola ⋅ Paul Hand ⋅ Oliver De Candido ⋅ Vaggos Chatziafratis
[ OpenReview] 
Poster
None
Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use
Yize Cheng ⋅ Chenrui Fan ⋅ JafariRaviz ⋅ Keivan Rezaei ⋅ Soheil Feizi
[ OpenReview] 
Poster
None
Finite-Sample and Communication-Efficient Networked Information Aggregation
Mohammadhossein Bateni ⋅ Zahra Hadizadeh ⋅ MohammadTaghi Hajiaghayi ⋅ JafariRaviz ⋅ Shayan Taherijam
[ OpenReview] 
Poster
None
ProGraf: Profile-Guided Planning for Step-by-Step Generation of Structured Non-Natural Images
Ran Luo ⋅ Haoxiang Deng ⋅ Lan Zhang ⋅ Mu Yuan
[ OpenReview] 
Poster
None
XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity
Dasol Choi ⋅ Eugenia Kim ⋅ Jaewon Noh ⋅ Sang Seo ⋅ Eunmi Kim ⋅ Myunggyo Oh ⋅ Yunjin Park ⋅ Brigitta J Kartono ⋅ Josef Pichlmeier ⋅ Helena Berndt ⋅ Sai K Mendu ⋅ Glenn J Tungka ⋅ Özlem Gökçe ⋅ Suresh Gehlot ⋅ Katherine Pratt ⋅ Amanda Minnich ⋅ Haon Park
[ OpenReview] 
Poster
None
Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Image Generation
Jinmei Liu ⋅ Haoru Li ⋅ Zhenhong Sun ⋅ Chaofeng Chen ⋅ Yatao Bian ⋅ Hongdong Li ⋅ Bo Wang ⋅ Daoyi Dong ⋅ Zhi Wang
[ OpenReview] 
Poster
None
Cite What You Explore: Budget-Aware LLM Reasoning over Medical KGs with Verifiable Evidence
Chen Chen ⋅ Dongjie Wang ⋅ Mei Liu ⋅ Zijun Yao
[ OpenReview] 
Poster
None
MolSpecFlow: Modality-Incomplete Molecular--Spectral Learning for MS/MS
Yu Wang ⋅ Fan Yang ⋅ Kaikun Xu ⋅ Li Hao ⋅ Li Yuan ⋅ Jun Zhu ⋅ Jingjie Zhang ⋅ Zhenchao Tang ⋅ Yatao Bian ⋅ Cheng Chang ⋅ Jianhua Yao
[ OpenReview] 
Poster
None
Federated Learning by Utility-Constrained Stochastic Aggregation for Improving Rational Participation
M Yashwanth ⋅ Arunabh Singh ⋅ Ashok Nayak ⋅ Saikiran Bulusu ⋅ Anirban Chakraborty
[ OpenReview] 
Poster
None
Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion
Arif Dönmez ⋅ Ellen Fritsche ⋅ Axel Mosig ⋅ Katharina Koch
[ OpenReview] 
Poster
None
From Approximation to Computation: Universal Power of Deep Narrow Networks at Constant Width
Olivier Bournez ⋅ Johanne Cohen ⋅ Adrian Wurm
[ OpenReview] 
Poster
None
Data-Efficient Learning for Constraint Satisfaction Problems via Relational Biases and Hard Axiom Clamping
Enqiang Zhu ⋅ Ke Wang ⋅ Yu Zhang ⋅ Shengzhi Wang ⋅ Xianhang Luo ⋅ Chanjuan Liu
[ OpenReview] 
Poster
None
Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models
Wooseok Jeon ⋅ Seungho Park ⋅ Seunghyun Shin ⋅ Sangeyl Lee ⋅ Hyeonho Jeong ⋅ Hae-Gon Jeon
[ OpenReview] 
Poster
None
3A-VLA: Abstraction-Aligned Action Learning for Vision-Language Agents in 3D Game Worlds
Zheyuan Zhou ⋅ Liang Du ⋅ Zixun Sun ⋅ Xiaoyu Zhou ⋅ Ruimin Ye ⋅ Qihao Chen ⋅ Yinda Chen ⋅ Lemiao Qiu
[ OpenReview] 
Poster
None
FASTER: Rethinking Real-Time Flow VLAs
Yuxiang Lu ⋅ Zhe Liu ⋅ Xianzhe Fan ⋅ Zhenya YANG ⋅ Jinghua Hou ⋅ Junyi Li ⋅ kaixin Ding ⋅ Hengshuang Zhao
[ OpenReview] 
Poster
None
Theory of Mind and Persuasion Beyond Conversation: Assessing the Capacity of LLMs to Induce Belief States via Planning and Action
Ben Slater ⋅ Lucy G Cheke ⋅ John Burden ⋅ Winnie Street
[ OpenReview] 
Poster
None
EchoPrune: Interpreting Redundancy as Temporal Echoes for Efficient VideoLLMs
Jiameng Li ⋅ Minye Wu ⋅ Jiezhang Cao ⋅ Aleksei Tiulpin ⋅ Matthew Blaschko
[ OpenReview] 
Poster
None
ReSCUE: Re-translation with Sentence Commitment for Unsegmented Long-Form Simultaneous Sign Language Translation
Sihan Ren ⋅ Gaozheng Li ⋅ Yuanshang Quan ⋅ Yiming Qin ⋅ Fuyi Yang ⋅ Chang Liu ⋅ Lan Xu ⋅ Minye Wu
[ OpenReview] 
Poster
None
StreamPI: Streaming Multimodal Temporal Modeling for Vision-Language-Action Models
Zhe Liu ⋅ Jinghua Hou ⋅ Yuxiang Lu ⋅ Zhenya YANG ⋅ Xianzhe Fan ⋅ Junwei Luo ⋅ Junyi Li ⋅ Ruihua Han ⋅ Zhi Hou ⋅ Hengshuang Zhao
[ OpenReview] 
Poster
None
MSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Data
Robert Moseley ⋅ Md Kaykobad Reza ⋅ Ameya Patil ⋅ Edward Ayrapetian ⋅ Salman Asif
[ OpenReview] 
Poster
None
Symmetry Guarantees Statistic Recovery in Variational Inference
Daniel Marks ⋅ Dario Paccagnan ⋅ Mark van der Wilk
[ OpenReview] 
Poster
None
HumanScore: Benchmarking Human Motions in Generated Videos
Tiange Xiang ⋅ Yusu Fang ⋅ Tian Tan ⋅ Narayan Schütz ⋅ Scott Delp ⋅ Fei-Fei Li ⋅ Ehsan Adeli
[ OpenReview] 
Poster
None
Recreating Video Arenas via Automated Preference Scoring
Yue Zhao ⋅ Aniket Gupta ⋅ Juze Zhang ⋅ Tiange Xiang ⋅ Ryan Rong ⋅ Xuan Su ⋅ Fei-Fei Li ⋅ Ehsan Adeli
[ OpenReview] 
Poster
None
Example-Based Spatial Guidance for Training-Free Concept Erasure in Diffusion Models
Younghwan Kil ⋅ Joonhyeong Park ⋅ Giung Nam ⋅ Jinwoo Shin ⋅ Juho Lee
[ OpenReview] 
Poster
None
GradTrack: Detecting Noisy Labels via Temporal Trajectories of Class-wise Gradient Misalignment
Townim Faisal Chowdhury ⋅ Ta Duc Huy ⋅ Hieu Phan ⋅ Anton van den Hengel ⋅ Johan Verjans ⋅ Gustavo Carneiro ⋅ Zhibin Liao
[ OpenReview] 
Poster
None
Debiased Counterfactual Generation via Flow Matching from Observations
Hugh Dance ⋅ Johnny Xi ⋅ Peter Orbanz ⋅ Benjamin Bloem-Reddy
[ OpenReview] 
Poster
None
ViewRec3D: Learning to Recommend 3D Viewpoints for AI Photography
Chengzhi Zhang ⋅ Yunzhong Hou ⋅ Zizheng Sun ⋅ Ming-Hsuan Yang ⋅ Chi Liu
[ OpenReview] 
Poster
None
UniSHARP: Universal Sharp Monocular View Synthesis
Meixi Song ⋅ Dizhe Zhang ⋅ Ruiyang Zhang ⋅ Bo Du ⋅ Ming-Hsuan Yang ⋅ Lu Qi
[ OpenReview] 
Poster
None
Empowering Time Series Analysis with Large-Scale Multimodal Pretraining
Peng Chen ⋅ Siyuan Wang ⋅ hu ⋅ Xingjian Wu ⋅ Yang Shu ⋅ Zhongwen Rao ⋅ Meng Wang ⋅ Yijie Li ⋅ Bin Yang ⋅ Chenjuan Guo
[ OpenReview] 
Poster
None
SeeSE3: The Emergence of 3D Space in Vision Features
Viorica Patraucean ⋅ Leonidas Guibas ⋅ Sayna Ebrahimi ⋅ Caroline Chen ⋅ Ming-Hsuan Yang ⋅ Maks Ovsjanikov ⋅ Fedor Kitashov
[ OpenReview] 
Poster
None
Auditing is not Evaluating: LLM Audit Requires Dynamic, Contextual, Budget-aware and Reliable Evidence
Cléa Chataigner ⋅ Pablo Piantanida ⋅ Golnoosh Farnadi
[ OpenReview] 
Poster
None
From Infrastructure to Interface, the AI Value Chain Drives LLM Homogenization
Khaoula Chehbouni ⋅ Cléa Chataigner ⋅ Prakhar Ganesh ⋅ Pablo Piantanida ⋅ Jackie CK Cheung ⋅ Golnoosh Farnadi
[ OpenReview] 
Poster
None
Learning to Correct Geometry in Generated Videos
Weijie Lyu ⋅ Tiancheng SHEN ⋅ Xiangtai Li ⋅ Yujing Wang ⋅ Xiaoyuan Wang ⋅ Haobo Yuan ⋅ Yizhou Zhao ⋅ Ming-Hsuan Yang
[ OpenReview] 
Poster
None
Solaris: Building a Multiplayer Video World Model in Minecraft
Oscar Michel ⋅ Georgy Savva ⋅ Daohan Lu ⋅ Suppakit Waiwitlikhit ⋅ Timothy Meehan ⋅ Dhairya P Mishra ⋅ Egor Gikalo ⋅ Srivats Poddar ⋅ Jack Lu ⋅ Saining Xie
[ OpenReview] 
Poster
None
Listening to the Wise Few: Query–Key Alignment Unlocks Latent Correct Answers in Large Language Models
Eduard Tulchinskii ⋅ Kristian Kuznetsov ⋅ Laida Kushnareva ⋅ Anastasia Voznyuk ⋅ Andrei Andriiainen ⋅ Irina Piontkovskaya ⋅ Evgeny Burnaev ⋅ Serguei Barannikov
[ OpenReview] 
Poster
None
SurGe: Improved Surface Geometry in Point Maps
Karim Knaebel ⋅ Gonzalo M Garcia ⋅ Christian Schmidt ⋅ Ilya Fradlin ⋅ Lucas Nunes ⋅ Daan de Geus ⋅ Bastian Leibe
[ OpenReview] 
Poster
None
GT-HarmBench: Benchmarking AI Safety Risks Through the Lens of Game Theory
Pepijn Cobben ⋅ Xuanqiang A Huang ⋅ Thao Pham ⋅ Isabel Dahlgren ⋅ Bernhard Schölkopf ⋅ Terry J Zhang ⋅ Zhijing Jin
[ OpenReview] 
Poster
None
Beyond the Prompt: Leveraging Pre-Decoding States for Jailbreak Detection in dLLMs
Adam Hazimeh ⋅ Amel Abdelraheem ⋅ Ke Wang ⋅ Mariam Salman ⋅ Ljiljana Dolamic ⋅ Gérôme Bovet ⋅ Pascal Frossard
[ OpenReview] 
Poster
None
Measuring AI Agents' Progress on Multi-Step Cyber Attack Scenarios
Linus Folkerts ⋅ Will Payne ⋅ Simon Inman ⋅ Philippos M Giavridis ⋅ Joe Skinner ⋅ Sam Deverett ⋅ James Aung ⋅ Ekin Zorer ⋅ Michael Schmatz ⋅ Mahmoud Ghanem ⋅ John Wilkinson ⋅ Alan Steer ⋅ Vy Hong ⋅ Harry Coppock ⋅ Jessica Wang
[ OpenReview] 
Poster
None
SCOPE-RL: Stable and Quantitative Control of Policy Entropy in RL Post-Training
Chen Wang ⋅ Zhaochun Li ⋅ Bai Jionghao ⋅ Hexuan Deng ⋅ Guanting Dong ⋅ Ge Lan ⋅ Yue Wang
[ OpenReview] 
Poster
None
MolmoMotion: Forecasting Point Trajectories in 3D with Language Instruction
Jianing Zhang ⋅ Chenhao Zheng ⋅ Yajun Yang ⋅ Rustin Soraki ⋅ Winson Han ⋅ Chun-Liang Li ⋅ Jason Ren ⋅ Max Argus ⋅ Jieyu Zhang ⋅ Ranjay Krishna
[ OpenReview] 
Poster
None
Do Joint Audio-Video Generation Models Understand Physics?
Zijun Cui ⋅ Xiulong Liu ⋅ Hao Fang ⋅ Mingwei Xu ⋅ Jiageng Liu ⋅ Zexin Xu ⋅ Weiguo Pian ⋅ Shijian Deng ⋅ Feiyu Du ⋅ Chenming Ge ⋅ Yapeng Tian
[ OpenReview] 
Poster
None
SceneBind: Binding What and Where Across Vision, Audio, and Language
Mingfei Chen ⋅ Zijun Cui ⋅ Ruoke Zhang ⋅ Hyeonggon Ryu ⋅ Eli Shlizerman
[ OpenReview] 
Poster
None
Beyond Bounded Variance: Variance-Reduced Normalized Methods for Nonconvex Optimization under Blum-Gladyshev Noise
Antesh Upadhyay ⋅ Arda Fazla ⋅ Abolfazl Hashemi
[ OpenReview] 
Poster
None
ConforFlux: Particle-Guided Trunk Repulsion for Diverse Protein Conformations
Shosuke Suzuki ⋅ Toshiyuki Amagasa
[ OpenReview] 
Poster
None
Variational Cover Modification Steganography
Martin Benes ⋅ Rainer Böhme
[ OpenReview] 
Poster
None
Probabilistic Guarantees for Adversarial Linear Contextual Bandits
Guyon Phoelich ⋅ Julia Olkhovskaya ⋅ Tim van Erven
[ OpenReview] 
Poster
None
WaterDescatterGS: Diverse Underwater 3D Scene Reconstruction Using Gaussian Splatting
shijun Zhou ⋅ Yuqing Xu ⋅ Xing Xie ⋅ Baojie Fan ⋅ Jiandong Tian
[ OpenReview] 
Poster
None
Tatemae: Detecting Alignment Faking via Tool Selection in LLMs
Matteo Leonesi ⋅ Francesco Belardinelli ⋅ Flavio Corradini ⋅ Marco Piangerelli
[ OpenReview] 
Poster
None
stable-worldmodel: A Platform for Reproducible World Modeling Research and Evaluation
Lucas Maes ⋅ Quentin Le Lidec ⋅ Luiz Facury ⋅ Nassim Massaudi ⋅ Ayush Chaurasia ⋅ Francesco Capuano ⋅ Richard Gao ⋅ Taj Gillin ⋅ Dan Haramati ⋅ Damien Scieur ⋅ Yann LeCun ⋅ Randall Balestriero
[ OpenReview] 
Poster
None
Bound-Conditioned Latent Inference for Progressive Image Compression
Jaeseok Jang ⋅ Seungmin Jeon ⋅ Kwang P Choi ⋅ Chang-Su Kim
[ OpenReview] 
Poster
None
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory
mingxi Zou ⋅ Zhihan Guo ⋅ Langzhang Liang ⋅ Zhuo Wang ⋅ Qifan Wang ⋅ Qingsong Wen ⋅ Irwin King ⋅ Lizhen Qu ⋅ Zenglin Xu
[ OpenReview] 
Poster
None
ST-Bridge: Bridging Sketch and Text with Large Language Models for Coarse-to-Fine Image Retrieval
Haoxiang Hu ⋅ Cangjun Gao ⋅ Zhengming Zhang ⋅ Yaxian Shan ⋅ Zeyuan Huang ⋅ Ran Zuo ⋅ Qiang He ⋅ Qingkun Li ⋅ Xiaoming Deng ⋅ Cuixia Ma ⋅ Yu-Kun Lai ⋅ Yong-jin Liu ⋅ Hongan Wang
[ OpenReview] 
Poster
None
STABLE: A Continual Learning Optimizer with Adaptive Drift Control
Xiaoyan Li ⋅ Lanpei Li ⋅ Massimo Coppola ⋅ Vincenzo Lomonaco ⋅ Antonio Carta
[ OpenReview] 
Poster
None
Stepwise Penalization for Length-Efficient Chain-of-Thought Reasoning
Xintong Li ⋅ Sha Li ⋅ Rongmei Lin ⋅ Hongye Jin ⋅ Linwei Li ⋅ Hejie Cui ⋅ Sarah Zhang ⋅ Chia-Yuan Chang ⋅ Kewei Cheng ⋅ Yuwei Zhang ⋅ Qingyu Yin ⋅ Jingbo Shang ⋅ Bing Yin
[ OpenReview] 
Poster
None
Leveraging Data Symmetries to Select an Optimal Subset of Training Data under Label Noise
Kumar Shubham ⋅ Pavan Karjol ⋅ Kiran M K ⋅ Prathosh AP
[ OpenReview] 
Poster
None
Effective Context in Transformers: An Analysis of Fragmentation and Tokenization
Amirmehdi J Fesharaki ⋅ Mohammadamin Rami ⋅ Aslan Tchamkerten
[ OpenReview] 
Poster
None
STRAND: Sequence-Conditioned Transport for Single-Cell Perturbations
Boyang Fu ⋅ Sameer Gabbita ⋅ George Dasoulas ⋅ xiang lin ⋅ Shanghua Gao ⋅ Xiaorui Su ⋅ Soumya Ghosh ⋅ Marinka Zitnik
[ OpenReview] 
Poster
None
High-Fidelity Boltzmann Samplingvia Physical Prior Lifted Continuous GFlowNets
Xizhi Tian ⋅ Wenhao Deng ⋅ Haojia Hui ⋅ Hang Chen ⋅ Long Wei
[ OpenReview] 
Poster
None
IRPO: Boosting Image Restoration via Post-training GRPO
Haoxuan Xu ⋅ Yi Liu ⋅ Tianfu Li ⋅ Ruolin Shen ⋅ Boyuan Jiang ⋅ Jinlong Peng ⋅ Donghao Luo ⋅ Xiaobin Hu ⋅ Shuicheng Yan ⋅ Haoang Li
[ OpenReview] 
Poster
None
PDHFormer: Progressive Dual-Head Transformer for Behavioral Choice Prediction
Hao Zhou ⋅ Jing Chen ⋅ Yaoxin Wu ⋅ Jie Gao ⋅ Yingqian Zhang
[ OpenReview] 
Poster
None
ClinStab: Stability-Oriented Learning for Medical Time Series via Dual-Stream Alignment
Songning Lai ⋅ Haoxuan Xu ⋅ Yi Liu ⋅ Wenshuo Chen ⋅ Ninghui Feng ⋅ Jiayu Yang ⋅ Haoang Li ⋅ Yutao Yue
[ OpenReview] 
Poster
None
Noise-Level KL Rates for Multi-Marginal Schrödinger Bridge Surrogates
Hui Chen ⋅ Shen Xu ⋅ Vikas Singh
[ OpenReview] 
Poster
None
Detection and Classification in Latent Spaces: High-Dimensional Analysis and Validation
Enis Chenchene ⋅ Anil S Baslamisli ⋅ Paolo Braca
[ OpenReview] 
Poster
None
AMARIS: Merging Generalist and Specialist LLMs via Adaptive Subspace Inheritance
Hwee Young Kang ⋅ Irwin C De Tao ⋅ Wen-Haw Chong ⋅ Hai Leong Chieu
[ OpenReview] 
Poster
None
Towards Reliable VLM Judges: State-Conditional Invariance and Presentation-Aware Diagnostics
Qinan Zhang ⋅ Xinyu Wang ⋅ Qihang Jin ⋅ Tianyuan Wang ⋅ Jian Di ⋅ Hongbing Luo ⋅ Pengfei Li ⋅ Wenjun Lv ⋅ Yu Kang
[ OpenReview] 
Poster
None
MOVEBENCH: A Benchmark for Global-Scale Wildlife Movement Forecasting
Justin Kay ⋅ Shir Bar ⋅ Ellen O Aikens ⋅ Martin Becker ⋅ Francesca Cagnacci ⋅ Juliet Cohen ⋅ Scott W Forrest ⋅ Jessica Kendall-Bar ⋅ Madeleine Lucas ⋅ Macon Overcast ⋅ Meredith S Palmer ⋅ Will Rogers ⋅ Nicholas J Russo ⋅ Christian Rutz ⋅ Larissa T Beumer ⋅ Michael B Brown ⋅ Ying-Chi Chan ⋅ Sarah C Davidson ⋅ Diego E Soto ⋅ Anne G Hertel ⋅ Roland Kays ⋅ Benjamin Koger ⋅ Guram Mikaberidze ⋅ Thomas Mueller ⋅ Ruth Oliver ⋅ Thorsten Papenbrock ⋅ Robert Patchett ⋅ Jared A Stabach ⋅ Dane Taylor ⋅ Scott W Yanco ⋅ Sara Beery
[ OpenReview] 
Poster
None
M$^3$: Reframing Training Measures for Discretized Physical Simulations
Yuan Mei ⋅ Xingyu Song ⋅ Xiaowen Song ⋅ Naoya Takeishi
[ OpenReview] 
Poster
None
Estimating and Orthogonalizing Unknown Pre-training Gradients for Continual Fine-tuning of Large Language Models
Bing Wang ⋅ Changchun Li ⋅ Xin-Qiang Cai ⋅ Lin Y Wu ⋅ Ximing Li ⋅ Gang Niu ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
SignalBench: Comparing Dense Feedback Methods for Long-Horizon Agents
Sergio Hernández-Gutiérrez ⋅ Matteo Merler ⋅ Ilze Amanda Auzina ⋅ Joschka Strüber ⋅ Ameya Prabhu ⋅ Matthias Bethge
[ OpenReview] 
Poster
None
Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity
Loïc Cabannes ⋅ Pierre-Emmanuel Mazare ⋅ Ilze Amanda Auzina ⋅ Gergely Szilvasy ⋅ Maria Lomeli ⋅ Matthijs Douze ⋅ Justin Carpentier ⋅ Gabriel Synnaeve ⋅ Herve Jegou
[ OpenReview] 
Poster
None
VIGOR: Zero-Shot Visual Generalization via Latent-Space Consistency in Model-Based Reinforcement Learning
Mingyu Park ⋅ Samyeul Noh ⋅ Hyun Myung ⋅ Donghwan Lee
[ OpenReview] 
Poster
None
CADMA: Capacity-Aware Recall Decomposition for Generative Model Assessment
Debin Meng ⋅ Zheng Gao ⋅ Ziquan Liu ⋅ Yanran Li ⋅ Ioannis Patras ⋅ Georgios Tzimiropoulos
[ OpenReview] 
Poster
None
Bridging Structure and Language: Graph-Based Visual Reasoning for Autonomous Road Understanding
Lena Wild ⋅ Katie Luo ⋅ Marco Pavone
[ OpenReview] 
Poster
None
HumanoidArena: Benchmarking Egocentric Hierarchical Whole-body Learning
Taowen Wang ⋅ Zikang Xie ⋅ Bin Yang ⋅ Yunheng Wang ⋅ Zizhao Yuan ⋅ Yuetong Fang ⋅ Yixiao Feng ⋅ Yichi Wang ⋅ Xingyu Chen ⋅ Haodong Chen ⋅ Qiwei Wu ⋅ Weisheng Xu ⋅ Lihan Chen ⋅ Lusong Li ⋅ zeng zecui ⋅ Renjing Xu
[ OpenReview] 
Poster
None
NeuroSynTheos: Learning to accelerate counterexample-guided reactive synthesis modulo theories
Andoni Rodríguez ⋅ Cesar Sanchez
[ OpenReview] 
Poster
None
MFlowAudio: Efficient Text-to-Audio Synthesis via Mamba-based Stateful Flow Matching
Hao Dai ⋅ Panyu Chen ⋅ Jagmohan Chauhan
[ OpenReview] 
Poster
None
Spatial-temporal Attributes Enhanced Prompt Weighting and Fusion for Video Recognition
Weilin Qiu ⋅ Kaiyan Cao ⋅ Jinhua Ma
[ OpenReview] 
Poster
None
ElegantVLA: Learning When to Think for Efficient Vision-Language-Action Models
Ye Li ⋅ Huanan Liu ⋅ Kangye Ji ⋅ Yuan Meng ⋅ Jiajun Fan ⋅ Yuansong Wang ⋅ Shiyu Qin ⋅ Chenglei Wu ⋅ Shu-Tao Xia ⋅ Zhi Wang
[ OpenReview] 
Poster
None
Localizing and Repairing Sparse-Prompt Failure in SAM Decoders via Box-to-Point Counterfactual
Xiaobing Yu ⋅ Peijie Qiu ⋅ Jin Yang ⋅ Zhaoqi An ⋅ Weiwei Ma ⋅ Xiao Wu ⋅ XUANZHAO DONG ⋅ Wenhui Zhu ⋅ Xiwen Chen ⋅ Xiaoqi Zhao ⋅ Xiaofeng Liu
[ OpenReview] 
Poster
None
Seeing Together, Acting Apart: Shared Environmental Understanding for Multi-Robot Navigation
haihong hao ⋅ Lei Chen ⋅ Mingfei Han ⋅ Dong An ⋅ Yuqiang Yang ⋅ Chenglong Yan ⋅ Changlin Li ⋅ Minghao Guo ⋅ Salman Khan ⋅ Xiaojun Chang
[ OpenReview] 
Poster
None
What Do SAE Features Encode? Evidence from Human Neural Activity
Yujin Kang ⋅ Hyojin Park ⋅ Yoon-Sik Cho
[ OpenReview] 
Poster
None
HoloGene: Learning to Lift Sliced Spatial Transcriptomics to Holistic 3D Gene Fields
Yumin Zheng ⋅ Qingtian Zhu ⋅ Ziyan Zhu ⋅ Kailu Song ⋅ Yinqiang Zheng ⋅ Jun Ding
[ OpenReview] 
Poster
None
FlareReal: A Real-Captured Paired Dataset for Nighttime Lens Flare Removal
Dafeng Zhang ⋅ Shizhuo Liu
[ OpenReview] 
Poster
None
UniForm: Segment-Aware GRPO for Joint Punctuation Restoration and Inverse Text Normalization
Junhao Gong ⋅ Weiwei Li ⋅ Rilin Chen
[ OpenReview] 
Poster
None
Rehearsal-Free Statistical Prototype Regularization for Federated Incremental Learning
Xiuying Wang ⋅ Yichen Li ⋅ Jiahua Cheng ⋅ Xiwei Liu ⋅ Chuang Zhao ⋅ Bo Liu ⋅ Imran Razzak
[ OpenReview] 
Poster
None
Mixture-Trained Merging for Unified Multi-Objective Models
SeongHyeon Kim ⋅ Chaeyun Jang ⋅ Seungyoo Lee ⋅ Jiyeon Ham ⋅ Yunju Bak ⋅ Boseop Kim ⋅ Juho Lee
[ OpenReview] 
Poster
None
Decision Path Tracing for Causal Analysis in Transformers
Won Jo ⋅ Dahee Kwon ⋅ Jongeun Baek ⋅ Cheongwoong Kang ⋅ Jaesik Choi
[ OpenReview] 
Poster
None
Coverage-Verified Sparse Attention: Closed-Loop Quality Control for Long-Context LLM Decoding
Yan-Cheng Li ⋅ Chun-Yi Lee
[ OpenReview] 
Poster
None
Unveiling the Value of Motion for Cinematic Camera Trajectories
Ziqi Zhou ⋅ Yujian Yuan ⋅ Laura Sevilla-Lara
[ OpenReview] 
Poster
None
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression
JinCheng Ren ⋅ Siwei Wu ⋅ Yizhi Li ⋅ Zhu ⋅ Shu XU ⋅ Boyu Feng ⋅ Ruibin Yuan ⋅ Wei Zhang ⋅ Riza Batista-Navarro ⋅ Min Gao ⋅ Yan Bai ⋅ Jian Yang ⋅ Chenghua Lin
[ OpenReview] 
Poster
None
ESENSC: A Polynomial-Time Axiomatic Alternative to SHAP
Kazuhiro Hiraki ⋅ Shinichi Ishihara ⋅ Takumi Kongo ⋅ Junnosuke Shino
[ OpenReview] 
Poster
None
LiSA: Lifelong Safety Adaptation via Conservative Policy Induction
Minbeom Kim ⋅ Lesly Miculicich ⋅ Bhavana Dalvi Mishra ⋅ Mihir Parmar ⋅ Phillip Wallis ⋅ Bharath Chandrasekhar ⋅ Kyomin Jung ⋅ Tomas Pfister ⋅ Long Le
[ OpenReview] 
Poster
None
Which Way Did It Move? Diagnosing and Overcoming Directional Motion Blindness in Video LLMs
Jongseo Lee ⋅ Hyuntak Lee ⋅ Sunghun Kim ⋅ Sooa Kim ⋅ Jihoon Chung ⋅ Jinwoo Choi
[ OpenReview] 
Poster
None
Separating Common and Unique Directions for Model Merging
Shiting Wang ⋅ Yingjie Zou ⋅ Ke Li
[ OpenReview] 
Poster
None
Below the Reliability Floor: Recovering True Success from Judge-Gated Loops
Tautik Agrahari ⋅ Jeff Joji
Poster
None
GEOPHYS: The Geometry of Physical Plausibility
Christian Internò ⋅ Alexander Pondaven ⋅ Habon Issa ⋅ Fabio Pizzati ⋅ Francesco Pinto ⋅ Markus Olhofer ⋅ Ivan Laptev ⋅ Philip Torr ⋅ Eero Simoncelli ⋅ Barbara Hammer ⋅ David Klindt
[ OpenReview] 
Poster
None
Selective Answering for Medical VQA via Parallel Independent Claim Verification
Donghee Han ⋅ Jiwon Jeong ⋅ Mun Yi
[ OpenReview] 
Poster
None
Is a Linear Probe Evidence of a Linear Representation?
Nadir Kutluozen ⋅ Christian Internò ⋅ David Klindt
[ OpenReview] 
Poster
None
PRISMIC: Reconstructing User Preference via Intent Decomposition and Consolidation
Donghee Han ⋅ Jiwon Jeong ⋅ Hwanjun Song ⋅ Mun Yi
[ OpenReview] 
Poster
None
Backdoor Channels Hidden in Latent Space: Cryptographic Undetectability in Modern Neural Networks
Marte Eggen ⋅ Eirik Reiestad ⋅ Kristian Gjøsteen ⋅ Inga Strümke
[ OpenReview] 
Poster
None
Combating Catastrophic Forgetting in Continual Domain Adaptation via Knowledge Recasting
Zijie Liu ⋅ Zhen Tan ⋅ Charles Fleming ⋅ Tianlong Chen
[ OpenReview] 
Poster
None
Tcell: Mitigating Harmful Fine-tuning for Large Language Models via Gradient Alignment
Tiansheng Huang ⋅ Virat Vishnu Shejwalkar ⋅ Oscar Chang ⋅ Ling Liu
[ OpenReview] 
Poster
None
CTE-Bench: Audited Counterfactual Trace Evaluation for Stateful Software Simulators
Xinran Zhang
[ OpenReview] 
Poster
None
Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization
Yunzhen Yao ⋅ Hongye Wang ⋅ Yahong Wang ⋅ Michael Gastpar ⋅ Jiang Bo ⋅ Lie He
[ OpenReview] 
Poster
None
Thinking with Visual Primitives
Ruijie Lu ⋅ Yiyang Ma ⋅ Xiaokang Chen ⋅ Lingxiao Luo ⋅ Zhiyu Wu ⋅ Zizheng Pan ⋅ Ting Chen ⋅ Gang Zeng
[ OpenReview] 
Poster
None
SpatialFlow-GRPO: Where Spatial Credit Drives Image Editing
Yankai Yang ⋅ Yancheng Long ⋅ Wei Chen ⋅ Xingyu Lu ⋅ Hongyang Wei ⋅ Bin Wen ⋅ Fan Yang ⋅ Tingting Gao ⋅ Han Li ⋅ Shuo Yang
[ OpenReview] 
Poster
None
NEXUS: Neural Energy Fields for Physically Consistent Contact-Rich 3D Object Dynamics
Qizhen Ying ⋅ Guangming Wang ⋅ Yangchen Pan ⋅ Victor Prisacariu ⋅ Brian Sheil ⋅ Yixiong Jing
[ OpenReview] 
Poster
None
DELTAVID: Enhancing Fine-Grained Spatiotemporal Perception with Cross-Video Differences
Yankai Yang ⋅ Yancheng Long ⋅ Bin Wen ⋅ Fan Yang ⋅ Tingting Gao ⋅ Han Li ⋅ Shuo Yang
[ OpenReview] 
Poster
None
LEMON-ZEST: Evolution-Informed Tokenization for Efficient Protein Language Modeling
Biswajit Banerjee ⋅ Claudia A Carreno ⋅ Anton S Petrov
[ OpenReview] 
Poster
None
TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection
Tom Sander ⋅ Pierre Fernandez ⋅ Hongyan Chang ⋅ Tomáš Souček ⋅ Sylvestre-Alvise Rebuffi ⋅ Hady Elsahar ⋅ Valeriu Lacatusu ⋅ Alexandre Mourachko ⋅ Tuan Tran
[ OpenReview] 
Poster
None
Beyond Self-Play and Scale: A Behavior Benchmark for Generalization in Autonomous Driving
Aron Distelzweig ⋅ Faris Janjos ⋅ Andreas Look ⋅ Anna Rothenhäusler ⋅ Daniel Jost ⋅ Oliver Scheel ⋅ Raghu Rajan ⋅ Daphne Cornelisse ⋅ Eugene Vinitsky ⋅ Joschka Boedecker
[ OpenReview] 
Poster
None
Amortized Linear-time Exact Shapley Value for Product-Kernel Methods
Majid Mohammadi ⋅ Siu Lun (Alan) Chau ⋅ Krikamol Muandet
[ OpenReview] 
Poster
None
Beyond Proxy Metrics: MLLM-Based Human Surrogate Evaluation for Explainable AI
Eoin M Kenny ⋅ Salim I. Amoukou ⋅ Tom Bewley
[ OpenReview] 
Poster
None
Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees
Harry Zhang ⋅ Nicolas Gorlo ⋅ Luca Carlone
[ OpenReview] 
Poster
None
Fiedler-Regularized Causal Discovery for Sparse Connected DAGs
Amine M'Charrak ⋅ Abbavaram Gowtham Reddy ⋅ Thomas Lukasiewicz ⋅ Michael Bronstein ⋅ Krikamol Muandet
[ OpenReview] 
Poster
None
Holistic Scaling Laws for Optimal Mixture-of-Experts Architecture Optimization
Weilin Wan ⋅ Jingtao Han ⋅ Debing Zhang ⋅ Weizhong Zhang ⋅ Cheng Jin
[ OpenReview] 
Poster
None
Decomposing and Reshaping Scaling Laws through Token Learning Times
Pingjie Wang ⋅ zechenhu ⋅ Peiru Yang ⋅ Jingtao Han ⋅ Debing Zhang
[ OpenReview] 
Poster
None
PM-LoRA: Scalable Continual Learning via Progressive Merging of Low Rank Adapters
Xiaobing Yu ⋅ Peijie Qiu ⋅ Jin Yang ⋅ Xiaoqi Zhao ⋅ XUANZHAO DONG ⋅ Wenhui Zhu ⋅ Xiwen Chen ⋅ Weiwei Ma ⋅ Xiaofeng Liu ⋅ Jiangpeng He
[ OpenReview] 
Poster
None
Drift-Resistant Navigation World Model with Anchored Epipolar Guidance
Po-Chien Luan ⋅ Zimin Xia ⋅ WUYANG LI ⋅ Yang Gao ⋅ Alexandre Alahi
[ OpenReview] 
Poster
None
EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration
WUYANG LI ⋅ Yang Gao ⋅ Mariam Hassan ⋅ Lan Feng ⋅ Wentao Pan ⋅ Po-Chien Luan ⋅ Alexandre Alahi
[ OpenReview] 
Poster
None
LAMP: Look-Ahead Mixed-Precision Inference of Large Language Models
Stanislav Budzinskiy ⋅ Marián Gloser ⋅ Tolunay Yilmaz ⋅ Ying H Tham ⋅ Yuanyi Lin ⋅ Wenyi Fang ⋅ FAN WU ⋅ Philipp Petersen
[ OpenReview] 
Poster
None
OmniSimulator: Aligning Small Language Models for Authentic Heterogeneous Behavior Modeling
Jiawei Chen ⋅ Ruoxi Xu ⋅ Boxi Cao ⋅ Zhuoqun Li ⋅ Ruotong Pan ⋅ Zhang yunfei ⋅ Zhirui Yang ⋅ Jingyan Chen ⋅ Tingting Gao ⋅ Han Li ⋅ Yaojie Lu ⋅ Xianpei Han ⋅ Le Sun ⋅ Xiangyu Wu ⋅ Hongyu Lin
[ OpenReview] 
Poster
None
Neural Quantum Spectral Operator Learning for Solving Partial Differential Equations
Chanyoung Kim ⋅ Myeonghwan Seong ⋅ Kim Yujin ⋅ Daniel Kyungdeock Park ⋅ Youngjoon Hong
[ OpenReview] 
Poster
None
Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces
Jiawei Chen ⋅ Ruoxi Xu ⋅ Boxi Cao ⋅ Ruotong Pan ⋅ Zhang yunfei ⋅ Yifei Hu ⋅ Yong Du ⋅ Tingting Gao ⋅ Han Li ⋅ Yaojie Lu ⋅ Yingfei Sun ⋅ Xianpei Han ⋅ Le Sun ⋅ Xiangyu Wu ⋅ Hongyu Lin
[ OpenReview] 
Poster
None
AeroMosaic:Transport-Aware Multimodal Evidence Fusion for Atmospheric Pollution Risk Inference
Muyang Zheng ⋅ Jiaming Ma ⋅ Zongyu Zhang ⋅ Qingsong Wen
[ OpenReview] 
Poster
None
Neutral-atom quantum features as complementary structural encodings for graph learning
Igor Sokolov ⋅ Mathieu Garrigues ⋅ Matthias Hecker ⋅ Lorenzo Moro ⋅ Shaheen Acheche
[ OpenReview] 
Poster
None
PoseBridge: Bridging the Skeletonization Gap for Zero-Shot Skeleton-Based Action Recognition
Sanghyeon Lee ⋅ Jinwoo Kim ⋅ Jong Taek Lee
[ OpenReview] 
Poster
None
Understanding Randomization in Greedy Model Search
Xin Chen ⋅ Jason Klusowski ⋅ Yan Shuo Tan ⋅ Chang Yu
[ OpenReview] 
Poster
None
Linear Regression Under Misalignment: Algorithms and Theoretical Results
Sanjivni Rana ⋅ Suraj Shetiya ⋅ Senjuti Basu Roy ⋅ Gautam Das
[ OpenReview] 
Poster
None
On the Origin of Algorithmic Progress in AI: Evidence from Language Model Pre-Training
Hans Gundlach ⋅ Alex Fogelson ⋅ Jayson Lynch ⋅ Ana Trisovic ⋅ Jonathan S Rosenfeld ⋅ Anmol Rattan Singh Sandhu ⋅ Neil Thompson
[ OpenReview] 
Poster
None
Learnable Diffusion-based Positional Encodings for Link Prediction
Jiaji Ma ⋅ Murad Huseynli ⋅ Danai Koutra
[ OpenReview] 
Poster
None
Neuronal Self-Adaptation Enhances Capacity and Robustness of Representation in Spiking Neural Networks
Zhuobin Yang ⋅ Liao Yu ⋅ Yeyao Bao ⋅ Lv L Fu ⋅ Daqing Guo ⋅ Jian Zhang ⋅ Xiaohong Li ⋅ Yunliang Zang
[ OpenReview] 
Poster
None
PACE: A Proxy for Agentic Capability Evaluation
Yueqi Song ⋅ Lintang Sutawika ⋅ Jiarui Liu ⋅ Lindia Tjuatja ⋅ Jiayi Geng ⋅ Yunze Xiao ⋅ Daniel Lee ⋅ Aditya B Soni ⋅ Vincent Lo ⋅ Xiang Yue ⋅ Graham Neubig
[ OpenReview] 
Poster
None
ABHBench: Evaluating Moral Decision-Making of Foundation Models from an Agentic Perspective
Chaoran Li ⋅ Yukun Li ⋅ Zeyuan Zhao ⋅ Shao Zhang ⋅ Xihuai Wang ⋅ Ying Wen
[ OpenReview] 
Poster
None
Stable GFlowNets with Probabilistic Guarantees
Zengxiang Lei ⋅ Ananth Shreekumar ⋅ Jonathan Rosenthal ⋅ Ruoyu Song ⋅ Alvaro A Cardenas ⋅ Daniel Fremont ⋅ Dongyan Xu ⋅ Satish Ukkusuri ⋅ Z. Berkay Celik
[ OpenReview] 
Poster
None
Nearest-Neighbor Radii under Dependent Sampling
Yuanyuan Gao ⋅ Yilong Hou ⋅ Zhexiao Lin
[ OpenReview] 
Poster
None
EvoInspect: A Unified Self-Evolving Multi-Agent Framework for Industrial Hardware Inspection
Zhuyun Yuan ⋅ Jiming Zhang ⋅ Haoyuan Sun ⋅ Jun Yin ⋅ Qing Wang ⋅ Jian Kang ⋅ Jie Li ⋅ Yongxiang Li
[ OpenReview] 
Poster
None
ToS: Tree-of-Skill Reinforcement Learning driven by Behavior Tree for Long-Horizon Manipulation
Xinglin Chen ⋅ Yishuai Cai ⋅ Yunxin Mao ⋅ Minglong Li ⋅ Kefei Zhu ⋅ Wenjing Yang ⋅ Yaodong Yang ⋅ Ji Wang ⋅ Yuanpei Chen
[ OpenReview] 
Poster
None
Best-of-$N$ Guidance for Test-time Diffusion Alignment
Richard Lee Kim ⋅ Yeongmin Kim ⋅ Gyuwon Sim ⋅ Taekyu Kim ⋅ Minsang Park ⋅ Il-chul Moon
[ OpenReview] 
Poster
None
Harnessing Data Asymmetry in Manifold Learning
Thomas Dagès ⋅ Simon Weber ⋅ Daniel Cremers ⋅ Ron Kimmel
[ OpenReview] 
Poster
None
Direction-Aware Offline-to-Online Learning in Linear Contextual Bandits
Zean Han ⋅ Ruihan Lin ⋅ Zezhen Ding ⋅ Jiheng Zhang
[ OpenReview] 
Poster
None
Reason to Play: Behavioral and Brain Alignment Between Frontier LRMs and Human Game Learners
Botos Csaba ⋅ Sreejan Kumar ⋅ Austin T Andrews ⋅ Laurence T Hunt ⋅ Josh Tenenbaum ⋅ Christopher Summerfield ⋅ Rui Costa ⋅ Marcelo G Mattar ⋅ Momchil Tomov
[ OpenReview] 
Poster
None
Resolving Representation Ambiguity in Feedforward Novel View Synthesis Transformer via Semantic-Spatial Decoupling
Yihang Wu ⋅ Yihang Sun ⋅ Shaofeng Zhang ⋅ Zuxuan Wu ⋅ Junchi Yan ⋅ Xiaosong Jia ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
None
EEG Benchmarking Needs a Task Specification Layer: NeuroDoc for Rulebook-Guided, Executable Benchmark Construction
Chengxuan Qin ⋅ 致格 陈 ⋅ Pengshu ⋅ Rui Yang ⋅ JiPing Cui ⋅ Yikai Dong ⋅ Jun Li ⋅ Liu Peng ⋅ Zhida Shang ⋅ Mingze TANG ⋅ KC Tan ⋅ Jibin Wu
[ OpenReview] 
Poster
None
GenAI Evaluation Results are Largely Artifacts of Evaluation Design Choices: Evidence from Audit Studies of Resume Screening
Nicole Meister ⋅ Hannah Cha ⋅ Mohammed Alsobay ⋅ Alexandra Chouldechova ⋅ Alex Dow ⋅ Hanna Wallach ⋅ Jennifer Wortman Vaughan ⋅ Carlos Guestrin ⋅ Tatsunori Hashimoto ⋅ Solon Barocas
[ OpenReview] 
Poster
None
Geometry is an Operator: Lie-Algebraic Space Routing for View-Robust 3D MLLMs
Jingjun Yi ⋅ Chen Hu ⋅ Qi Bi ⋅ Hao Zheng ⋅ Huimin Huang ⋅ Yongkang Li ⋅ Wei Ji ⋅ Yawen Huang ⋅ Xian Wu ⋅ Yefeng Zheng
[ OpenReview] 
Poster
None
EGCA: A Spectral Perspective on Forward Process Design in Diffusion Models
Chi Zhang ⋅ Guichao Chang ⋅ Sirui Liu ⋅ Xin Zhang ⋅ Guoqiang Zhong
[ OpenReview] 
Poster
None
EDITORS Know Your Style! Editing LoRA Subspaces for Stylistic Attribution and Imitation
Zixuan Wang ⋅ Gregory Kang Ruey Lau ⋅ Xiao Tian ⋅ Jue Fan ⋅ Caroline Chaux ⋅ Bryan Kian Hsiang Low
[ OpenReview] 
Poster
None
Consolidating Rewarded Perturbations for LLM Post-Training
Zheyu Zhang ⋅ Shuo Yang ⋅ Gjergji Kasneci
[ OpenReview] 
Poster
None
Learning Planning Budgets in Real-Time RL
Aneesh Muppidi ⋅ Firas Darwish ⋅ Dylan Cope ⋅ João Henriques ⋅ Jakob Foerster
[ OpenReview] 
Poster
None
JaSpec-LID: Local Intrinsic Dimension Estimation via Jacobian Spectra of ODE-based Generative Models
Hiro Ishii ⋅ GENKI OSADA
[ OpenReview] 
Poster
None
MuEdit: An efficient multi-task editing method towards inter-domain knowledge conflicts
Songshi Liang ⋅ Ting-En Lin ⋅ Zixuan Huang ⋅ Yuchuan Wu ⋅ Yongbin Li ⋅ Zihe Wang ⋅ Rui Yan
[ OpenReview] 
Poster
None
FerQ: Fermat Quotient Reformulation of High-Order Binary Optimization
Phuong Nam Nguyen ⋅ Seng Loke ⋅ Anil Prabhakar ⋅ Son N Tran
[ OpenReview] 
Poster
None
VL-DocIR: A Benchmark for Vision-Based Long Document Retrieval
Simon Ott ⋅ Yufan Chen ⋅ Ruiping Liu ⋅ Junwei Zheng ⋅ Jiale Wei ⋅ Di Wen ⋅ Kunyu Peng ⋅ Jiaming Zhang ⋅ Rainer Stiefelhagen
[ OpenReview] 
Poster
None
InCLAD: A Continual Learning Benchmark for Industrial Visual Anomaly Detection
Łukasz Marcjan ⋅ Dorota Wilk-Kołodziejczyk ⋅ Roberto Corizzo
[ OpenReview] 
Poster
None
Lost or Hidden? A Concept-Level Forgetting in Supervised Continual Learning
Katarzyna Filus ⋅ Kamil Faber ⋅ Roberto Corizzo ⋅ Christopher Kanan
[ OpenReview] 
Poster
None
WorldPrism: 3D Consistency for Video World Models via Bidirectional Cross-Space Verification
Hengyu Liu ⋅ Jiahao Lu ⋅ Ruijie Zhu ⋅ Sixiao Zheng ⋅ Yuan Liu ⋅ Wenbo HU ⋅ Ying Shan
[ OpenReview] 
Poster
None
SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics
Wentao Pan ⋅ WUYANG LI ⋅ Shengyuan Liu ⋅ Xinyu Liu ⋅ Hengyu Liu ⋅ Yixuan Yuan
[ OpenReview] 
Poster
None
BOOST: Power-Optimal Strong-FWER Testing for Block-Structured Multiplicity
Prasanjit Dubey ⋅ Xiaoming Huo
[ OpenReview] 
Poster
None
A Communication-Theoretic Framework for LLM Agents: Cost-Aware Adaptive Reliability
Hamed Omidvar ⋅ Vahideh Akhlaghi
[ OpenReview] 
Poster
None
Model-Agnostic FDR Control via Group Gaussian Mirror and Permutation SHAP
Jiaan Han ⋅ Junxiao Chen ⋅ Yanzhe Fu
[ OpenReview] 
Poster
None
Composing Diffusion Priors with Explicit Physical Context via Generative Gibbs Sampling
Weizhou Wang ⋅ Jonathan Weare ⋅ Aaron R Dinner
[ OpenReview] 
Poster
None
MixUni: Joint Multi-Property Prediction for Chemical Mixtures with Physics-Informed Heads
Qinan Huang ⋅ Weizhi Xue ⋅ Weizhou Wang ⋅ Mingxuan Cao ⋅ Ian Su
[ OpenReview] 
Poster
None
Adaptive multiscale operator correction via learned spectral subspace and physics-informed optimization.
Subham Patel ⋅ Himanshu Pandey ⋅ RATIKANTA BEHERA
[ OpenReview] 
Poster
None
Beyond Worst-Case Coreset Bounds for $k$-Clustering via Determinantal Sampling
Diptarka Chakraborty ⋅ Satyaki Mukherjee ⋅ Gaurav V Revankar ⋅ Hoang Son Tran
[ OpenReview] 
Poster
None
Causal-VLM: Dense Causal Captioning in Videos
Asmar Nadeem ⋅ Mahrukh Awan ⋅ Muhammad Awais ⋅ Robert Dawes ⋅ Adrian Hilton ⋅ Armin Mustafa
[ OpenReview] 
Poster
None
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
Manu Gaur ⋅ Darshan Singh ⋅ Makarand Tapaswi
Poster
None
Ensuring Deployment-Time Safety of Neural Network Controlled Systems via Localized Certificate Repair
Xiaoyang Lv ⋅ Peixin Wang ⋅ Jianhao Bai ⋅ Bai Xue ⋅ Min Zhang ⋅ Luke Ong
[ OpenReview] 
Poster
None
Computing Thiele Rules on Interval Elections and their Generalizations
Dimitris Avramidis ⋅ Alexandra A Lassota ⋅ Ulrike Schmidt-Kraepelin ⋅ Adrian Vetta
[ OpenReview] 
Poster
None
BECON: Belief-Conditioned Constrained Multi-Objective Reinforcement Learning under Drifting Preferences and Budgets
Bui T Duc ⋅ Huynh Thi Thanh Binh
[ OpenReview] 
Poster
None
COMPASS: Composable Policy-Amortized Structured Search for LLM-Based Optimization Modeling
Nguyen Le Minh Hoang ⋅ Van D Cuong ⋅ Bui T Duc ⋅ Huynh Thi Thanh Binh
[ OpenReview] 
Poster
None
Mildly Overparameterized ReLU Networks on Orthogonal Data: Incremental Learning and Implicit Bias
James Town ⋅ Etienne Boursier ⋅ Ben Lewis ⋅ Matthias Englert ⋅ Ranko Lazic
[ OpenReview] 
Poster
None
Bilevel Optimization of Synthetic Trajectories for Multi-Turn LLM Fine-Tuning
Shresth Verma ⋅ Mauricio Tec ⋅ Cheol Woo Kim ⋅ Kai Wang ⋅ Milind Tambe
[ OpenReview] 
Poster
None
Budgeted Multi-Source Counterfactual Annotation for Off-Policy Evaluation
Biao Xiang ⋅ Ali Eshragh ⋅ Yuexing Li ⋅ Kai Wang
[ OpenReview] 
Poster
None
DisRFM: Polar Riemannian Flow Matching for Structure-Preserving Graph Domain Adaptation
Yingxu Wang ⋅ Xinwang Liu ⋅ Siyang Gao ⋅ Mengzhu Wang ⋅ Nan Yin
[ OpenReview] 
Poster
None
Shared Truth: Emergent Truth Properties in Large Language Models via Heterogeneous Injection-based Transfer
Isaiah Freeman ⋅ Joed Ngangmeni
[ OpenReview] 
Poster
None
Multiscale Microenvironment Vector Space Projection for Uncovering Diverse Pathological Biomarker
Zixiu Ding ⋅ Wenxuan Hao ⋅ Liya Ding ⋅ Yuan Dai ⋅ Jiazhen Yang ⋅ Shuwen Han ⋅ Lingxiang Jia ⋅ Zunlei Feng
[ OpenReview] 
Poster
None
PRISM: Programming Interactive Scenes from Monocular Images for Embodied Simulation
Yumeng He ⋅ Yichen Song ⋅ Xiaotian Yang ⋅ Weijia Zhang ⋅ Zanwei Zhou ⋅ 俊儒 宫 ⋅ Xiaokang Yang ⋅ Yunbo Wang
[ OpenReview] 
Poster
None
Precision-Aware Hopfield Retrieval: Unifying Population Codes and Memory Retrieval with Information Optimization
Yi-Chun Hung ⋅ Dennis Wu ⋅ Hong-Yu Chen ⋅ Han Liu ⋅ Emma Alexander
[ OpenReview] 
Poster
None
S2T-RLHF: Hierarchical Credit Assignment for Stable Preference-Based RLHF
Wei Chen ⋅ Guanghui Zhu ⋅ Yafei Li ⋅ Limin Wang ⋅ Yihua Huang
[ OpenReview] 
Poster
None
Topology-Aware Optimal Transport for Source-Free Test-Time Adaptation in Anomaly Segmentation
Ali Zia ⋅ Usman Ali ⋅ Abdelwahed Khamis ⋅ Muhammad U Ramzan ⋅ Abdul Rehman ⋅ Wei Xiang
[ OpenReview] 
Poster
None
Log-Likelihood, Simpson’s Paradox, and the Detection of Machine-Generated Text
Tom Kempton ⋅ Viktor Drobnyi ⋅ Maeve Madigan ⋅ Stuart Burrell
[ OpenReview] 
Poster
None
FA-LAM: Focus-Aware Large Avatar Model for One-Shot 4D Animatable Gaussian Head
Yingdong Hu ⋅ Yisheng HE ⋅ Yiming Jiang ⋅ Zehong Lin ⋅ Steven Hoi ⋅ Jun Zhang
[ OpenReview] 
Poster
None
TropNNC: Structured Neural Network Compression Using Tropical Geometry
Konstantinos Fotopoulos ⋅ Petros Maragos ⋅ Panagiotis Misiakos
Poster
None
Concurrence of Symmetry Breaking and Nonlocality Phase Transitions in Diffusion Models
Yifan F Zhang ⋅ Fangjun Hu ⋅ Guangkuo Liu ⋅ Mert Okyay ⋅ Xun Gao
[ OpenReview] 
Poster
None
Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion
ShiYing Huang ⋅ Liang Lin ⋅ Yuer Li ⋅ Kaiwen Luo ⋅ Zhenhong Zhou ⋅ An Zhang ⋅ Junhao Dong ⋅ Kun Wang ⋅ Zhigang Zeng
[ OpenReview] 
Poster
None
Simple Extensions of Single-Objective Acquisition Functions and Hedge Strategies for Multi-Objective Bayesian Optimization
Haris Moazam Sheikh
[ OpenReview] 
Poster
None
Affine Tracing: A New Paradigm for Probabilistic Linear Solvers
Disha Hegde ⋅ Marvin Pförtner ⋅ Jon Cockayne
[ OpenReview] 
Poster
None
Learning Scene-Grounded Interaction Priors for Scene-Aware Human Motion Prediction
Donghyeon Soon ⋅ Yoon JI- Il ⋅ Hyeondong Kim ⋅ Daehee Park
[ OpenReview] 
Poster
None
DiPMInd: Distance profile based mutual independence testing for random objects
Yaqing Chen ⋅ Paromita Dubey
Poster
None
Unleashing the Power of Intrinsic-Entropy-Driven Exploration for Off-Policy Generative RL
Feihong Zhang ⋅ Guojian Zhan ⋅ yinuo Wang ⋅ Letian Tao ⋅ Likun Wang ⋅ Shiqi Liu ⋅ Yao Lyu ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
Disentangling Optimization Geometry via Hierarchical Polar Adapters for Class-Incremental Learning
Dat Q Mac ⋅ Thanh H Dang ⋅ Duc-Trong Le ⋅ Quynh-Trang Pham Thi
[ OpenReview] 
Poster
None
Deep Double Q-learning
Prabhat Nagarajan ⋅ Martha White ⋅ Marlos C. Machado
[ OpenReview] 
Poster
None
Bootstrapped Bipartite Actor-Critic for Diffusion RL
Tianze Zhu ⋅ yinuo Wang ⋅ Letian Tao ⋅ Tianyi Zhang ⋅ Likun Wang ⋅ Feihong Zhang ⋅ Yao Lyu ⋅ Jingliang Duan ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates
Anik K Paul ⋅ Nibedita Roy ⋅ Nagesh Talagani ⋅ Swetha Ganesh ⋅ Gugan Chandrashekhar Mallika Thoppe ⋅ Alexandre Reiffers-Masson
[ OpenReview] 
Poster
None
Learning Weakly Communicating Average-Reward CMDPs: Strong Duality and Improved Regret
Kihyun Yu ⋅ Beomhan Baek ⋅ Dabeen Lee
[ OpenReview] 
Poster
None
Strongly Adaptive Online Learning with Time-Varying Movement Cost
Andrew Jacobsen ⋅ Hao Qiu ⋅ Emmanuel Esposito ⋅ Mengxiao Zhang
[ OpenReview] 
Poster
None
Gradient descent inference in empirical risk minimization
Qiyang Han ⋅ Xiaocong Xu
Poster
None
Adaptive Stepsizes for Eligibility Traces in Deep Reinforcement Learning
Esraa Elelimy ⋅ Martha White
[ OpenReview] 
Poster
None
Beyond Chamfer Distance: Granular Order-aware Evaluation Metric For Online Mapping
Chouaib B Lehocine ⋅ Adam Lilja ⋅ Junsheng Fu ⋅ Lars Hammarstrand
[ OpenReview] 
Poster
None
ENGINE: Endogenous Variational MultiScale Optimization for Zeroth-Order LLM Fine-Tuning
Zhuoli Ouyang ⋅ Changxi Chi ⋅ Siyuan Li ⋅ Tailin Wu
[ OpenReview] 
Poster
None
Learning When to Think: Dual-Reference Offline Optimization for Adaptive VLM Reasoning
Hongbin Lin ⋅ Sizhe Zou ⋅ Juangui Xu ⋅ Xinyue Xu ⋅ Zhuoli Ouyang ⋅ Stanislav Kolchin ⋅ Chengwei Qin ⋅ Zhongxiang Dai ⋅ Yao SHU
[ OpenReview] 
Poster
None
Mesh BDF: Barycentric Dominance Field for 3D Native Mesh Generation
Gaochao Song ⋅ Haohan Weng ⋅ Luo Zhang ⋅ Zibo Zhao ⋅ Shenghua Gao
[ OpenReview] 
Poster
None
BayesRAG: Probabilistic Mutual Evidence Corroboration for Multimodal Retrieval-Augmented Generation
Xuan Li ⋅ Yining Wang ⋅ Haocai Luo ⋅ Shengping Liu ⋅ Jiaen Liang ⋅ Ying Fu ⋅ Wei Huang ⋅ Jun Yu ⋅ Junnan Zhu
[ OpenReview] 
Poster
None
The Complexity Kink: LLM Rubric Instruments for Causal Inference on Code Generation Reliability
Michael Hernandez ⋅ Tian Zhao
[ OpenReview] 
Poster
None
On the Error Correcting Effects of Stochasticity in Discrete Diffusion
William Yuan ⋅ Sungwon Jeong ⋅ Amirali Aghazadeh
[ OpenReview] 
Poster
None
Beyond Ground Truth: Evaluating Non-Verifiable Reasoning in LLMs through Moral Robustness
Elizaveta Tennant ⋅ Benjamin Henke ⋅ Anita Keshmirian ⋅ Murray Shanahan ⋅ Verena Rieser ⋅ Kristian Lum ⋅ Sydney Levine ⋅ Julia Haas
[ OpenReview] 
Poster
None
Evaluating Multimodal Narrative Understanding of Popular Hollywood Films
David Bamman ⋅ Kent K Chang ⋅ Allison Cooper ⋅ Juishan Hsu ⋅ Reina Kushihashi ⋅ Madison Mar ⋅ Arnav Podichetty ⋅ Rachael G Samberg ⋅ Ipek N Sancak ⋅ Yuhan Shao
[ OpenReview] 
Poster
None
Improving LLM Final Representations with Inter-Layer Geometry
Tom Ulanovski ⋅ Eyal Blyachman ⋅ Maya Bechler-Speicher
[ OpenReview] 
Poster
None
Generalized Laplacian in Spectral Seriation on Manifold Data
Ruizi Wu ⋅ Wanjie Wang ⋅ Jinchi Lv
[ OpenReview] 
Poster
None
Robust Concept Unlearning in Diffusion Models via Directional Stability Regularization
Bo-Han Lai ⋅ Hsuan-Tien Lin ⋅ Chia-Mu Yu ⋅ Han Zhao ⋅ ShangTse Chen
[ OpenReview] 
Poster
None
CSFlow: Aligning Flow Matching with Human Contrast Sensitivity
Małgorzata Galińska ⋅ Bart Pogodzinski ⋅ Jan Eric Lenssen
[ OpenReview] 
Poster
None
Learnable Chernoff Baselines for Provable Inference-Time Alignment
Sunil Madhow ⋅ Yuchen Liang ⋅ Ness Shroff ⋅ Yingbin Liang ⋅ Yu-Xiang Wang
[ OpenReview] 
Poster
None
QDMouse4M: A Multi-View 3D Mouse Spontaneous Behavior Dataset with Quantum-Dot Markers
Jingyang Ke ⋅ Amartya Pradhan ⋅ Xueling Zhang ⋅ Weihan Li ⋅ Anqi Wu ⋅ Jeffrey Markowitz
[ OpenReview] 
Poster
None
Efficiently Aligning Draft Models via Parameter- and Data-Efficient Adaptation
Luxi Lin ⋅ Zhihang Lin ⋅ Zhanpeng Zeng ⋅ Yuhao Chen ⋅ Qingyu Zhang ⋅ Jixiang Luo ⋅ Rongrong Ji
[ OpenReview] 
Poster
None
ER-Reason: A Benchmark Dataset for LLM Clinical Reasoning in the Emergency Room
Nikita Mehandru ⋅ Niloufar Golchini ⋅ Namrata Garg ⋅ Kathy T LeSaint ⋅ Christopher J EdM ⋅ Anu Ramachandran ⋅ Travis Zack ⋅ Liam McCoy ⋅ Adam Rodman ⋅ David Bamman ⋅ Melanie Molina ⋅ Ahmed Alaa
[ OpenReview] 
Poster
None
Visual Robustness and Neural Alignment in a Shared Foraging Task: The Mouse vs. AI Benchmark
Marius Schneider ⋅ Joe Canzano ⋅ Yuchen Hou ⋅ Jing Peng ⋅ Anjali Deepu ⋅ Utsab Karan ⋅ Phu-Hoa Pham ⋅ Chi Nguyen Tran ⋅ Dao S Minh ⋅ Phu-Quy Nguyen-Lam ⋅ Trung-Kiet Huynh ⋅ Simone Azeglio ⋅ Spencer Smith ⋅ Michael Beyeler
[ OpenReview] 
Poster
None
Learning Collision‑Free Dispatch Policies for Route‑Wise Decision‑Dependent Anomaly Detection
Xin Xia ⋅ Chen Zhang ⋅ Kaibo Liu
[ OpenReview] 
Poster
None
Can Entry-Wise Clipping Give Spectral Control of Stochastic Gradients?
Zitao Song ⋅ Cedar S Bai ⋅ Zhe Zhang ⋅ Brian Bullins ⋅ David Gleich
[ OpenReview] 
Poster
None
CWAGraph: Retrieving What Was Never Explicitly Identified in Graph-Based RAG
Zhitao Yin ⋅ Ruiheng Zhu ⋅ Ganlin Xu ⋅ Hongru Hou ⋅ Jiaqing Liang ⋅ Deqing Yang
[ OpenReview] 
Poster
None
Joint Learning of Hierarchical Neural Options and Abstract World Model
Top Piriyakulkij ⋅ Wolfgang Lehrach ⋅ Kevin Ellis ⋅ Kevin Murphy
[ OpenReview] 
Poster
None
Nearly Optimal Fixed-Confidence Best-Arm Identification with 1-Bit Feedback
Khang Luong ⋅ Dinh T Son ⋅ Hoang Ta ⋅ Hung The Tran ⋅ Tuan Dam
[ OpenReview] 
Poster
None
Refactoring Code Through Library Design
Žiga Kovačič ⋅ Justin Chiu ⋅ Celine Lee ⋅ Wenting Zhao ⋅ Kevin Ellis
[ OpenReview] 
Poster
None
Playing ZendoWorld: Challenging AI Agents on Active Visual Concept Induction
Sophia Koehler ⋅ Antonia Wüst ⋅ Inga Ibs ⋅ Top Piriyakulkij ⋅ Wolfgang Stammer ⋅ Constantin Rothkopf ⋅ Kevin Ellis ⋅ Kristian Kersting
[ OpenReview] 
Poster
None
Prysma: Efficient Modality Adaptation for SLO-aware LLM-based Video Question Answering
Botao Zhu ⋅ Xiaoyi Fan ⋅ Yifei Zhu
[ OpenReview] 
Poster
None
Two-Level Softmax Sampling Done Right: Correcting Bias from Size Imbalance and Dispersion
Walid Bendada ⋅ Guillaume Salha-Galvan
[ OpenReview] 
Poster
None
Consistency-Verified Backdoor Defense for Federated Graph Learning via Cross-Layer Drift
Yanwen Jia ⋅ Yinuo Zhang ⋅ Zitong Shi ⋅ Yuxin Wu ⋅ Zihan Tan ⋅ Xuankun Rong ⋅ Liangtao Zheng ⋅ Wenke Huang ⋅ Mang Ye
[ OpenReview] 
Poster
None
Biological Graph Priors Enable Representation Learning for Cellular Microscopy
Reed Naidoo ⋅ Matt De Vries ⋅ Georgios Skiadas ⋅ Vicky Bousgouni ⋅ Ugur Moustafa ⋅ Chris Bakal
[ OpenReview] 
Poster
None
Preference-Guided Adversarial Policy Optimization for Long-Tail Robust Driving
Tong Nie ⋅ Yihong Tang ⋅ Junlin He ⋅ Yuewen Mei ⋅ Jie Sun ⋅ Lijun Sun ⋅ Wei Ma ⋅ Jian Sun
[ OpenReview] 
Poster
None
Semantics-to-Contact: A Stagewise Framework for Robust Contact-Rich Manipulation
Guanren Qiao ⋅ Ruixiang Ouyang ⋅ Sheng Xu ⋅ Yueci Deng ⋅ Yunxin Tai ⋅ Kui Jia ⋅ Guiliang Liu
[ OpenReview] 
Poster
None
SIMBAD: Spatio-Temporal Traffic Forecasting Robust to Aperiodicity
Daniel Yoonhwan Lee ⋅ Seungwon Shin ⋅ Seunghoon Han ⋅ Sungsu Lim ⋅ Susik Yoon
[ OpenReview] 
Poster
None
How Useful Is Cross-Domain Generalization for Training LLM Monitors?
Sam Martin ⋅ Fabien Roger
[ OpenReview] 
Poster
None
Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution
Dmytro Rizdvanetskyi ⋅ Nathan Roos ⋅ Pavlo Lutsik
[ OpenReview] 
Poster
None
Variance-Averse n-Step Offline Reinforcement Learning for Sparse Long-Horizon Environments
Guhyeon Kang ⋅ Minhae Kwon
[ OpenReview] 
Poster
None
PRISM: Phenotype-Resolved Inference in Single-Cell Mixed Models via Latent Disease States and Contextualized Differential Expression
Andrea Rubbi ⋅ M. Salem ⋅ Caleb Ellington ⋅ Pietro Lió ⋅ Mohammad Lotfollahi ⋅ Manolis Kellis ⋅ Ben Lengerich
[ OpenReview] 
Poster
None
ANCRe: Adaptive Neural Connection Reassignment for Efficient Depth Scaling
Yilang Zhang ⋅ Bingcong Li ⋅ Niao He ⋅ Georgios Giannakis
[ OpenReview] 
Poster
None
Robust Reversible Recovery for Adversarially Protected JPEG Images
Dahao Fu ⋅ Jiangqun Ni
[ OpenReview] 
Poster
None
The Missing Positional Story in LLMs: A Case Study of Shift-Invariant Attention
Benjamin Huh ⋅ Hak H Kim ⋅ Yuting Tian ⋅ Jason Peng ⋅ Christopher Kang ⋅ Soroush Vosoughi
[ OpenReview] 
Poster
None
Differentiable Retrieval-Augmented Generation for Predicting Cellular Responses to Gene Perturbation
Andrea G Di Francesco ⋅ Andrea Rubbi ⋅ Rishabh Jain ⋅ Pietro Lió
[ OpenReview] 
Poster
None
Beyond Decoupled PEFT: Geometry-Aware Low-Rank Adaptation via Riemannian Reparameterization
Yuanyang Cao ⋅ Xichun Liu ⋅ Haitao Jiang ⋅ Jianji Wang
[ OpenReview] 
Poster
None
The Labeling Problem in Hallucination Detection Benchmarks: An Empirical Evaluation
Jorma Valjakka ⋅ Juhani Kivimäki ⋅ Juha Mylläri ⋅ Jukka K Nurminen
[ OpenReview] 
Poster
None
RepoMirage: Probing Repository Context Reasoning in Code Agents with Perturbations
Hanyu Li ⋅ Yichi Zhang ⋅ Speed Zhu ⋅ Hang Su ⋅ Jun Zhu ⋅ Yinpeng Dong
[ OpenReview] 
Poster
None
SceneFactory: GPU-Accelerated Multi-Agent Driving Simulation with Physics-Based Vehicle Dynamics
Yicheng Zhu ⋅ Yang Chen ⋅ Tao Li ⋅ Zilin Bian
[ OpenReview] 
Poster
None
Stress Testing Chain-of-Thought Monitoring Against Covert Misalignment
Yao Huang ⋅ Yifan Wang ⋅ Yitong Sun ⋅ Yichi Zhang ⋅ Yinpeng Dong
[ OpenReview] 
Poster
None
RSPO: Reasoning-Supervised Policy Optimization for Long-Tail Autonomous Driving
Jiayi Guan ⋅ jing wu ⋅ Jianhua Wu ⋅ Jinghui Lu ⋅ Zhijian Huang ⋅ Guang Li ⋅ Xiaoshuai Hao ⋅ Hanbing Li ⋅ Yigu Ge ⋅ Tao Xu ⋅ Haiyang Sun ⋅ Bing Wang ⋅ Guang Chen ⋅ Kuiyuan Yang ⋅ Hangjun Ye ⋅ Long Chen
[ OpenReview] 
Poster
None
MUTE: Multi-Level Alignment Uncoupling Against Talking-Head Exploitation for Voice Protection
Donghyun Kim ⋅ Jin Hong ⋅ seungmin Kim ⋅ Dain Kim ⋅ Junseok Kwon ⋅ Daeseon Choi
[ OpenReview] 
Poster
None
One Unified Representation: Resolving the Appearance-Semantics Dilemma via Structural Regularization
RUIQI YANG ⋅ Fei Zhou ⋅ Yi Zhang ⋅ Liang Li ⋅ Xiangyu Yue
[ OpenReview] 
Poster
None
Rethinking Infrared Small Target Detection: A Foundation Driven Efficient Paradigm
Chuang Yu ⋅ Jinmiao Zhao ⋅ Yunpeng Liu ⋅ Yaokun Li ⋅ Xiujun Shu ⋅ Yuanhao Feng ⋅ Bo Wang ⋅ Xiangyu Yue
[ OpenReview] 
Poster
None
Decentralized $\mu^2$-SGD: Narrowing the Parallelism Gap to Centralized Learning
Ofri Eisen ⋅ Sharon Goldstein ⋅ Ran Elbaz ⋅ Kfir Y. Levy
[ OpenReview] 
Poster
None
Spectral Insights from the Unconstrained Feature Model for Neural Multi-Output Regression
George Andriopoulos ⋅ Bimarsha Adhikari ⋅ Soyuj J Basnet ⋅ Juan Guevara ⋅ Li Guo ⋅ Keith Ross
[ OpenReview] 
Poster
None
Beyond Structural Agnosticism: Stable-Rank-Guided LoRA for Structure-Aware Fine-Tuning
Yuanyang Cao ⋅ Xichun Liu ⋅ Fuwei Zhang ⋅ Meiqin Liu ⋅ Jianji Wang
[ OpenReview] 
Poster
None
Closing the Gap on the Sample Complexity of 1-Identification
ZITIAN LI ⋅ Wang Chi Cheung
[ OpenReview] 
Poster
None
Rigel3D: Rig-aware Latents for Animation-Ready 3D Asset Generation
Nikitas Chatzis ⋅ Marios Loizou ⋅ Evangelos Kalogerakis
[ OpenReview] 
Poster
None
Penalty-Based First-Order Methods for Bilevel Optimization with Minimax and Constrained Lower-Level Problems
Yiyang Shen ⋅ Yutian He ⋅ Weiran Wang ⋅ Qihang Lin
[ OpenReview] 
Poster
None
Don't Deploy Fine-Tuned Genomic Foundation Models Without Privacy Evaluation: Reconstruction Vulnerability Is Unpredictable Without Empirical Measurement
Reem Al-Saidi ⋅ Erman Ayday ⋅ Ziad Kobti
[ OpenReview] 
Poster
None
Decision-Focused Learning in MDPs: An Occupancy Measure Approach
Zihao Zhao ⋅ Ashwath K Karunakaram ⋅ Ali Eshragh ⋅ Yuexing Li ⋅ Kai Wang
[ OpenReview] 
Poster
None
Order Matters: Competition-Guided Query Ordering for RNN-Based Object Detection
Shengjian Wu ⋅ Li Sun ⋅ Yu Shangguan ⋅ Qingli Li
[ OpenReview] 
Poster
None
Beyond Uniform Detection: Adaptive Hallucination Detection for RAG Across Response Regimes
Jungwuk Park ⋅ Sejong Ryu ⋅ Jy-yong Sohn ⋅ Jaekyun Moon
[ OpenReview] 
Poster
None
DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding
Xiang Feng ⋅ Jiawei Zhou ⋅ Zhangfeng Huang ⋅ Kewei Wang ⋅ Shanshan Ye ⋅ Jinxin Hu ⋅ Zulong Chen ⋅ Yong Luo ⋅ Jing Zhang
[ OpenReview] 
Poster
None
AuxGeoAgent: Synthesizing Challenging Geometry Proving Data via Planning and Symbolic Deduction
Junyi Liu ⋅ Jia Guo ⋅ Stanley Kok ⋅ Zihao Wang ⋅ zujie wen ⋅ Zhiqiang Zhang
[ OpenReview] 
Poster
None
Understanding Reasoning from Pretraining to Post-Training: Chess as a Controlled Testbed
Jingyan Shen ⋅ Ang Li ⋅ Salman Rahman ⋅ Yifan Sun ⋅ Micah Goldblum ⋅ Matus Telgarsky ⋅ Pavel Izmailov
[ OpenReview] 
Poster
None
Neural-Corrected Operator Learning for Homogenization and Inverse Design
Guangyu Nie ⋅ Yang Jiao ⋅ Yi Ren
[ OpenReview] 
Poster
None
GeoCore-9B: Towards Geo-Aware Generative Foundation Models in Earth Observation
Jeonghyeok Do ⋅ Munchurl Kim
[ OpenReview] 
Poster
None
When Reasoning Meets Its Laws
Junyu Zhang ⋅ Yifan Sun ⋅ Tianang Leng ⋅ Jingyan Shen ⋅ Liu Ziyin ⋅ Paul Liang ⋅ Huan Zhang
[ OpenReview] 
Poster
None
A Unified Perturbation Framework for Analyzing Leaderboard Stability and Manipulation
Hosna Oyarhoseini ⋅ Jimmy Lin ⋅ Amir-Hossein Karimi
[ OpenReview] 
Poster
None
Allocentric Perceiver: Disentangling Allocentric Reasoning from Egocentric Visual Priors via Frame Instantiation
Hengyi Wang ⋅ RuiQiang Zhang ⋅ Chang Liu ⋅ Guanjie Wang ⋅ Zehua Ma ⋅ Han Fang ⋅ Weiming Zhang
[ OpenReview] 
Poster
None
Improved Algorithms for Online Classification with Surrogate Losses
Abed Razawy ⋅ Valentina Masarotto ⋅ Dirk van der Hoeven
[ OpenReview] 
Poster
None
GEM: A Dual-Scale Architecture for Graph-Level Hierarchical Representation Learning
Zhaowei Wu ⋅ Kaizhong Zheng ⋅ Guangmingzi Yang ⋅ Shuai Jiang ⋅ Liangjun Chen ⋅ Badong Chen
[ OpenReview] 
Poster
None
Beyond Success Rates: Trainability and Extractability in Offline GCRL
Jan Malte Töpperwien ⋅ Aditya Mohan ⋅ Marius Lindauer
[ OpenReview] 
Poster
None
DiffCool: Label-Free Synthesis of Chip-Tailored Heat Sinks via Thermal-Aware Diffusion
Siyuan Liang ⋅ Zixiao Wang ⋅ Chenghan Wang ⋅ Shanyi Li ⋅ Yushen Zhang ⋅ Leilei Jin ⋅ Zhen Zhuang ⋅ Ulf Schlichtmann ⋅ Bei Yu ⋅ Tsung-Yi Ho
[ OpenReview] 
Poster
None
Inference-time Alignment via Sparse Junction Steering
Runyi Hu ⋅ Jie Zhang ⋅ Shiqian Zhao ⋅ Jiale Meng ⋅ Jiwei Li ⋅ Jason Zeng ⋅ Ming Wu ⋅ Michael Heinrich ⋅ Yonggang Wen ⋅ Tianwei Zhang
[ OpenReview] 
Poster
None
Accelerating Neural Network Training with Augmented Koopman Dynamics
Jingyi Huang ⋅ Keyan Miao ⋅ Kostas Margellos ⋅ Paul Goulart
[ OpenReview] 
Poster
None
SOAR: Regression-based LiDAR Relocalization for UAVs
Hengyu Mu ⋅ Jianshi Wu ⋅ Yuxin Guo ⋅ XianLian Lin ⋅ Qingyong Hu ⋅ Sheng Ao ⋅ Chenglu Wen ⋅ Cheng Wang
[ OpenReview] 
Poster
None
HalluciText: Mitigating Text Hallucinations in Diffusion-Based Image Restoration
Zhiming Hu ⋅ Angela N Ye ⋅ Ran Zhang ⋅ Tristan T Aumentado-Armstrong ⋅ Samrudhdhi B Rangrej ⋅ Faraz Ali ⋅ Dong Huo ⋅ Kosta Derpanis ⋅ Alex Levinshtein ⋅ Iqbal Mohomed
[ OpenReview] 
Poster
None
Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests
Patrick Rim ⋅ Tom Long ⋅ Ekta Prashnani ⋅ Ruth Rosenholtz ⋅ Ben Boudaoud ⋅ Peter Xenopoulos ⋅ Alex Wong ⋅ Joohwan Kim ⋅ Jae-Hyun Jung
[ OpenReview] 
Poster
None
Stitched Value Model for Diffusion Alignment
Hyojun Go ⋅ Hyungjin Chung ⋅ Prune Truong ⋅ Goutam Bhat ⋅ Li Mi ⋅ Zhaochong An ⋅ Zixiang Zhao ⋅ Dominik Narnhofer ⋅ Serge Belongie ⋅ Federico Tombari ⋅ Konrad Schindler
[ OpenReview] 
Poster
None
Effective Knowledge Conflict Detection via Joint Agentic Optimization
Yi Hong ⋅ Wenchao Bai ⋅ Jiaqi Jiang ⋅ Siyuan Huang ⋅ Jiahui Jin
[ OpenReview] 
Poster
None
Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability
Harsh Raj ⋅ Niranjan Orkat ⋅ Suvrorup Mukherjee ⋅ Aritra Guha ⋅ Cheryl Flynn ⋅ Subhabrata Majumdar
[ OpenReview] 
Poster
None
OmniTraffic: A Controllable Generation Pipeline and Benchmark for Spatio-Temporal Traffic Reasoning
Maonan Wang ⋅ Zhengyan Huang ⋅ Kemou Jiang ⋅ Yuhang Fu ⋅ Jiayue Zhu ⋅ Yuxin Cai ⋅ Xingchen Zou ⋅ Qiaosheng Zhang ⋅ Yi Yu ⋅ Ding Wang ⋅ XI CHEN ⋅ Ben Chen ⋅ Yuxuan Liang ⋅ Zhiyong Cui ⋅ Man On Pun ⋅ Yirong Chen
[ OpenReview] 
Poster
None
Point-to-Manifold Geometry: Flexibly Overcoming the Curse of Dimensionality in Neural Computational Units
Rohan Ghosh ⋅ Mehul Motani
[ OpenReview] 
Poster
None
StreamMind: Dynamic Streaming Cognition for Online Video Understanding
Zhuojie Wu ⋅ Xin Shen ⋅ Chenxi Miao ⋅ Weikang Li ⋅ Liwei Qian ⋅ Xin Pei ⋅ Xin Yu
[ OpenReview] 
Poster
None
SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference
Yaosheng Fu ⋅ Guangxuan Xiao ⋅ Xin Dong ⋅ Song Han ⋅ Oreste Villa
[ OpenReview] 
Poster
None
Concepts in Motion: Temporal Concept Bottleneck Model for Interpretable Video Classification
Patrick Knab ⋅ Sascha Marton ⋅ Philipp J Schubert ⋅ Drago A Nilo ⋅ Christian Bartelt
[ OpenReview] 
Poster
None
Privately Estimating Monotone Statistics in Polynomial Time
Gavin R Brown ⋅ Ephraim Linder ⋅ Mahbod Majid ⋅ Vikrant Singhal
[ OpenReview] 
Poster
None
Optimal Rates for Differentially Private Hypothesis Testing with E-values
Ben Jacobsen ⋅ Tomás González Lara ⋅ Gavin R Brown ⋅ Kassem Fawaz ⋅ Aaditya Ramdas
[ OpenReview] 
Poster
None
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection
Jiwon Song ⋅ Dongwon Jo ⋅ Beomseok Kang ⋅ jae-joon kim
[ OpenReview] 
Poster
None
Phase Transitions in Attention: A Bayesian Theory of Copy Head Emergence
Itay Lavie ⋅ Kirsten Fischer ⋅ Andrey Lekov ⋅ Frederic Van Maele ⋅ Zohar Ringel ⋅ Moritz Helias
[ OpenReview] 
Poster
None
Local Gaussian Processes on Compact Lie Groups
Bochuan Liu ⋅ Mingyang Zhao ⋅ Xiaohong Jia
[ OpenReview] 
Poster
None
Faster Dynamic Graph Clustering with Hierarchical Graph Contraction
Suranjan De ⋅ Steinar Laenen ⋅ He Sun
[ OpenReview] 
Poster
None
AutoDataBench: How Far Are LLM Agents from Autonomously Engineering Post-Training Data Pipelines?
Qiaoyu Tang ⋅ Hao Xiang ⋅ Le Yu ⋅ Yaojie Lu ⋅ Xianpei Han ⋅ Le Sun ⋅ Bowen Yu ⋅ Jiawei Chen ⋅ Zhenru Zhang ⋅ Peng Wang ⋅ Que Shen ⋅ Hongyu Lin ⋅ Dayiheng Liu
[ OpenReview] 
Poster
None
Verifiable Environments Are LEGO Bricks: Recursive Composition for Reasoning Generalization
Hao Xiang ⋅ Qiaoyu Tang ⋅ Le Yu ⋅ Yaojie Lu ⋅ Xianpei Han ⋅ Ben He ⋅ Le Sun ⋅ Bowen Yu ⋅ Peng Wang ⋅ Hongyu Lin ⋅ Dayiheng Liu
[ OpenReview] 
Poster
None
Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation
Qianhao Yuan ⋅ Jie Lou ⋅ XingYu Li ⋅ Hongyu Lin ⋅ Le Sun ⋅ Xianpei Han ⋅ Yaojie Lu
[ OpenReview] 
Poster
None
Less is More: Compact-Token Masked Feature Learning for Skeleton Representation Learning
Jeonghyeok Do ⋅ Yun Chen ⋅ Geunhyuk Youk ⋅ Munchurl Kim
[ OpenReview] 
Poster
None
Forgery Evidence Peaks Mid-Stack: Forensic Evidence Relay for Multimodal Forgery Detection
Yingxin Lai ⋅ xinyuan Wang ⋅ Yufei Liu ⋅ Jialin Guo ⋅ Kailin Lyu ⋅ Zhiming Luo ⋅ Shaozi Li
[ OpenReview] 
Poster
None
Fine-Grained Benchmark Generation for Comprehensive Evaluation of Foundation Models
Mohammed Saidul Islam ⋅ Arash Afkanpour ⋅ Negin Baghbanzadeh ⋅ Farnaz Kohankhaki ⋅ Afshin Cheraghi ⋅ Ali Kore ⋅ Shayaan Mehdi ⋅ Elham Dolatabadi
[ OpenReview] 
Poster
None
Towards Understanding and Measuring Cognitive Atrophy in LLM Behaviour
Abeer Badawi ⋅ Moyosoreoluwa Olatosi ⋅ Negin Baghbanzadeh ⋅ Laleh Seyyed-Kalantari ⋅ Frank Rudzicz ⋅ R. S Rosenbaum ⋅ Sara Pishdadian ⋅ Elham Dolatabadi
[ OpenReview] 
Poster
None
OpenMedReason: Scientific Reasoning Supervision for Medical Vision–Language Models
Negin Baghbanzadeh ⋅ Pritam Sarkar ⋅ Michael Colacci ⋅ Abeer Badawi ⋅ Adibvafa Fallahpour ⋅ Arash Afkanpour ⋅ Leonid Sigal ⋅ Ali Etemad ⋅ Elham Dolatabadi
[ OpenReview] 
Poster
None
CoT-Guard: Small Models for Strong Monitoring
Nirav Diwan ⋅ Han Wang ⋅ Berkcan Kapusuzoglu ⋅ Ramin Moradi ⋅ Supriyo Chakraborty ⋅ Giridharan Iyengar ⋅ Sambit Sahu ⋅ Huan Zhang ⋅ Gang Wang
[ OpenReview] 
Poster
None
MM-SCALE: Evaluating Evidence-Grounded Moral Judgment in Vision-Language Models
Eunkyu Park ⋅ Wesley Deng ⋅ Cheyon Jin ⋅ Matheus K Maldaner ⋅ Jordan Wheeler ⋅ Jason I Hong ⋅ Hong Shen ⋅ Adam Perer ⋅ Kenneth Holstein ⋅ Motahhare Eslami ⋅ Gunhee Kim
[ OpenReview] 
Poster
None
The Geometry of Alignment Collapse: When Fine-Tuning Breaks Safety
Max Springer ⋅ Chung Peng Lee ⋅ Bohdan Turbal ⋅ Blossom Metevier ⋅ Hayoung Jung ⋅ Jane Castleman ⋅ Zeyu Shen ⋅ Aleksandra Korolova
[ OpenReview] 
Poster
None
$\mathbf{\mathtt{MAD\text{-}Bench}}$: How Do Multimodal Agents Deceive You?
Hao Gu ⋅ Mingli Song ⋅ Jiacong Hu
[ OpenReview] 
Poster
None
MyoChallenge 2025: A New Benchmark for Human Athletic Intelligence
Huiyi Wang ⋅ Chun Kwang Tan ⋅ Balint Hodossy ⋅ Shirui Lyu ⋅ Jun Guo ⋅ Wentao Zhao ⋅ Huaping Liu ⋅ Chengkun Li ⋅ Merkourios Simos ⋅ Bianca Ziliotto ⋅ Alexander Mathis ⋅ Siyuan Liu ⋅ Jiahao Chen ⋅ Shanlin Zhong ⋅ Bo Jiang ⋅ Ci Song ⋅ Yaoye Zhu ⋅ Chenhui Zuo ⋅ Yanan Sui ⋅ Mohamed I Refai ⋅ Massimo Sartori ⋅ Guillaume Durandau ⋅ Vikash Kumar ⋅ Vittorio Caggiano
[ OpenReview] 
Poster
None
GeoWorld: A Geometry-First World Model for Reconstruction and Imagination
Baicheng Li ⋅ Jialin Liu ⋅ Dong Wu ⋅ Weijian Xie ⋅ Zhichao Ye ⋅ Donghui Shen ⋅ Nan Wang ⋅ Guofeng Zhang ⋅ Haomin Liu ⋅ Hongbin Zha
[ OpenReview] 
Poster
None
Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima
Huanran Chen ⋅ Huaqing Zhang ⋅ Xiao Li ⋅ Yinpeng Dong ⋅ Ke Shen ⋅ Jun Zhu
[ OpenReview] 
Poster
None
The Dynamics of Policy Gradient in Social Dilemmas with Partner Selection
Benedict Russell ⋅ Chin-wing Leung ⋅ Paolo Turrini
[ OpenReview] 
Poster
None
SpikingGamma: Temporally Precise Online SNN Training Through Smoothed Temporal Delays
Roel Koopman ⋅ Sebastian Otte ⋅ Sander Bohte
[ OpenReview] 
Poster
None
Exploring the Limitations of Layer Synchronization in Spiking Neural Networks
Roel Koopman ⋅ Amirreza Yousefzadeh ⋅ Mahyar Shahsavari ⋅ Guangzhi Tang ⋅ Manolis Sifalakis
Poster
None
AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning
Haotian Zhao ⋅ Songlin Zhou ⋅ Yuxin Zhang ⋅ Stephen S Yau ⋅ Wenyu Zhang ⋅ Tianlun ⋅ Tianshu Zhu ⋅ Yifeng Huang ⋅ yucheng-zeng ⋅ Jingnan gu ⋅ Daxiang Dong ⋅ Jianmin Wu
[ OpenReview] 
Poster
None
Models That Know How Evaluations Are Designed Score Safer
Katharina Deckenbach ⋅ Haritz Puerto ⋅ Jonas Geiping ⋅ Sahar Abdelnabi
[ OpenReview] 
Poster
None
Beyond Linear Decoders: Dynamic Expert-Coupled Optimal Decoding for Time Series Forecasting
Binwu Wang ⋅ Zhipeng Liu ⋅ Zhengyang Zhou ⋅ Pengkun Wang ⋅ Yang Wang
[ OpenReview] 
Poster
None
ReGen: Agentic Video World Modeling with Synergized Reasoning and Generation
Chenguo Lin ⋅ Yu Tang ⋅ Weiqiao Zheng ⋅ Enhua Jiang ⋅ Zhiguang Liu ⋅ Maomao Li ⋅ Muxi Chen ⋅ Xiaojia Chen ⋅ Shisheng Huang ⋅ Jianhuan Zhuo ⋅ Zilin Yang ⋅ Jiarong Ou ⋅ Rui Chen ⋅ Yadong Mu
[ OpenReview] 
Poster
None
Mind the Parameters: Lightweight and Efficient Brain Visual Decoding with Shared Tensor Cores
Haodong Jing ⋅ Panqi Yang ⋅ Rongchao Zhang ⋅ Junhao Jia ⋅ Hoi L Lee ⋅ Zhipeng Liu ⋅ Yongqiang Ma ⋅ Nanning Zheng
[ OpenReview] 
Poster
None
MSAR: Next-Scale Autoregressive Forecasting for Time Series via Modular Multi-Scale Decoupling
Fanda Fan ⋅ Kuiye Ding ⋅ Liming Mao ⋅ Wang Bingsong ⋅ Yao Wang ⋅ Xiaorui Wang ⋅ Ruijie Jian ⋅ Zhipeng Liu ⋅ Luqi Gong ⋅ Zhenghua Lu ⋅ Chunjie Luo ⋅ Jianfeng Zhan
[ OpenReview] 
Poster
None
ChanSFormer: A Channel Agnostic Vision Transformer for Multi-Channel Cell Painting Images
Jingwei Zhang ⋅ Srinivasan Sivanandan ⋅ Dimitris Samaras
[ OpenReview] 
Poster
None
MMCompass: Diagnosing Position Bias in Generative Multimodal Reward Models
Hongbo Zhao ⋅ Mingkun Yang ⋅ Yantao Liu ⋅ Yichang Zhang ⋅ Fei Huang ⋅ Zhibo Yang ⋅ Dayiheng Liu ⋅ Shuai Bai
[ OpenReview] 
Poster
None
Meta-Reinforcement Learning with Zero-Shot Reinforcement Learning
Jake Grigsby ⋅ Siddhant Agarwal ⋅ Yu Lei ⋅ Leonidas Varveropoulos ⋅ Yuke Zhu
[ OpenReview] 
Poster
None
SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators
Yuncong Yang ⋅ Zhengtao Han ⋅ Furkan Ozyurt ⋅ Zeyuan Yang ⋅ Han Yang ⋅ Junyi Cao ⋅ Haoyu Zhen ⋅ Yilun Du ⋅ Chuang Gan
[ OpenReview] 
Poster
None
Resilient Semi-Supervised Inference with Heterogeneous Unlabeled Data
Mengyuan Wang ⋅ Chengde Qian ⋅ Haojie Ren ⋅ Changliang Zou
[ OpenReview] 
Poster
None
BitShift-RoPE: Zero-FLOP Relative Positional Encoding for Spiking Neural Network Transformers
Seung-Kyu Hong ⋅ Sangheum Hwang ⋅ HYUK-YOON KWON
[ OpenReview] 
Poster
None
Identifying and Mitigating Diversity Collapse in Zero-Shot Personalization with I2I Editing Models
Uichan Lee ⋅ Jongeon Baek ⋅ Sangheum Hwang
[ OpenReview] 
Poster
None
RuleSmith: Multi-Agent LLMs for Automated Game Balancing
Ziyao Zeng ⋅ Hao Wang ⋅ Chen Liu ⋅ Youheng Yao ⋅ Jingcheng Ni ⋅ Tianyu Liu ⋅ Xiatao Sun ⋅ Fengyu Yang ⋅ Chenyu You ⋅ Xiaofeng Liu ⋅ Daniel Rakita ⋅ Ronald Coifman ⋅ Yuval Kluger ⋅ Zhiwen Fan
[ OpenReview] 
Poster
None
Sampling-Free Privacy Accounting for Matrix Mechanisms under Random Allocation
Jan Schuchardt ⋅ Nikita Kalinin
[ OpenReview] 
Poster
None
Busemannformer: Horospherical Self-Attention for Hyperbolic Graph Transformers
Youheng Yao ⋅ Ziyao Zeng ⋅ Wenbo Liao ⋅ Tianqi Wang
[ OpenReview] 
Poster
None
Beyond Accuracy: A Diagnostic Benchmark for Hypothesis-Driven Experiment Planning in LLM Agents
Ryo Kuroki ⋅ Amin Mansouri ⋅ Philippe Schwaller
[ OpenReview] 
Poster
None
VDE: Verifiable Dynamic Evaluation of Mathematical Reasoning via Typed Bipartite Graphs
Yihan Lu ⋅ Junzhe Zhang ⋅ Xiaojun Wan
[ OpenReview] 
Poster
None
VISTA: Support-Anchored Value Targeting for Fast Flow-Based Vision-Language-Action Policies
Hongjie Cao ⋅ Yuxuan Yang ⋅ Yunpeng Mei ⋅ Peng Cheng ⋅ Chenyu Wang ⋅ Jiamin Wang ⋅ Xiaoyi Fan ⋅ Fang Deng ⋅ Gao Huang ⋅ Jie Chen ⋅ Gang Wang
[ OpenReview] 
Poster
None
FedReCall: Recalling Client-Specific Directions in Federated LoRA Fine-tuning
Chang Liu ⋅ Jinqian Chen ⋅ Jihua Zhu ⋅ Xiangyang Yang
[ OpenReview] 
Poster
None
Provable Robustness against Backdoor Attacks via the Primal-Dual Perspective on Differential Privacy
Aman Saxena ⋅ Jan Schuchardt ⋅ Yan Scholten ⋅ Stephan Günnemann
[ OpenReview] 
Poster
None
The Design Space of Tri-Modal Masked Diffusion Models
Louis Bethune ⋅ Victor Guilherme Turrisi da Costa ⋅ Bruno Mlodozeniec ⋅ Pau Rodriguez ⋅ Lokesh Boominathan ⋅ Nikhil Bhendawade ⋅ Amitis Shidani ⋅ Joris Pelemans ⋅ Theo X. Olausson ⋅ R Devon Hjelm ⋅ Paul Dixon ⋅ Joao Monteiro ⋅ Pierre Ablin ⋅ Vishnu Banna ⋅ Arno Blaas ⋅ Nick Henderson ⋅ Kari Noriy ⋅ Dan Busbridge ⋅ Marco Cuturi ⋅ Joshua Susskind ⋅ Irina Belousova ⋅ Luca Zappella ⋅ Russell Webb ⋅ Jason Ramapuram
[ OpenReview] 
Poster
None
Physics-Informed Video Generation via Mixture-of-Experts Latent Alignment
Cong Wang ⋅ Hanxin Zhu ⋅ Jiayi Luo ⋅ Yonglin Tian ⋅ Xiaoqian Cheng ⋅ Peiyan Tu ⋅ Xin Jin ⋅ Long Chen ⋅ Zhibo Chen
[ OpenReview] 
Poster
None
BESS-Bench: Benchmarking Spectral Representations for Be-Star Variability
Matthieu Le Lain ⋅ Sébastien Lefèvre
[ OpenReview] 
Poster
None
ForesightFlow: Self-Guided Flow Matching for Improving Vision-Language-Action Models
Yunpeng Mei ⋅ Jiakai He ⋅ Hongjie Cao ⋅ Chenyu Wang ⋅ Xiaowen Zhu ⋅ Yihan Zhou ⋅ Jiamin Wang ⋅ Chenbo Xin ⋅ Peng Cheng ⋅ Yuxuan Yang ⋅ Yijie Wang ⋅ Xinhu Zheng ⋅ Gao Huang ⋅ Jie Chen ⋅ Gang Wang
[ OpenReview] 
Poster
None
Velocity Ambiguity Profiles: Time-Resolved Bayes-Risk Diagnostics for Flow Matching
Yunpeng Mei ⋅ Xiaowen Zhu ⋅ Chenyu Wang ⋅ Chenbo Xin ⋅ Hongjie Cao ⋅ Jiamin Wang ⋅ Jie Chen ⋅ Gang Wang
[ OpenReview] 
Poster
None
Automatic Constraint Policy Optimization based on Continuous Constraint Interpolation Framework for Offline Reinforcement Learning
Xinchen Han ⋅ Qiuyang Fang ⋅ Hossam Afifi ⋅ Michel Marot
[ OpenReview] 
Poster
None
kVNN: Learnable Volterra Network Kernels
Haoyu Yun ⋅ Hamid Krim ⋅ Yufang Bao
[ OpenReview] 
Poster
None
Mixture-of-Chains: Learning Causal Graphs from Human Knowledge
Yuantao Wei ⋅ Huiling Liao ⋅ Ryan F Lin ⋅ Xiaoning Qian ⋅ Shuai Huang
[ OpenReview] 
Poster
None
EVALUATION CARDS: An Interpretive Layer for AI Evaluation Reporting
Avijit Ghosh ⋅ Anka Reuel-Lamparth ⋅ Matthew Kennedy ⋅ Jenny Chim ⋅ Yilin Huang ⋅ Srishti Yadav ⋅ Anastassia Kornilova ⋅ Damian Stachura ⋅ Kevin Klyman ⋅ Jennifer Mickel ⋅ Felix Friedrich ⋅ Max Lamparth ⋅ Jan Batzner ⋅ Anoop Mishra ⋅ Jeba Sania ⋅ Eliya Habba ⋅ Nathan Heath ⋅ Shalaleh Rismani ⋅ Usman Gohar ⋅ Andrea Loehr ⋅ David Manheim ⋅ Ruchira Dhar ⋅ Sree Harsha Nelaturu ⋅ Aarush Sinha ⋅ Leshem Choshen ⋅ Yixiong Hao ⋅ Yanan Long ⋅ Andrew Tran ⋅ Drishti Sharma ⋅ Ishan Khire ⋅ Amit Saha ⋅ Subramanyam Sahoo ⋅ Michael Hardy ⋅ Michael A. Riegler ⋅ Kabir Manghnani ⋅ Michelle Lin ⋅ Nancy Jiang ⋅ Asaf Yehudai ⋅ Nuno Moniz ⋅ Yacine Jernite ⋅ Zeerak Talat ⋅ Stella Biderman ⋅ Mubashara Akhtar ⋅ Jessica Ji ⋅ Aris Hofmann ⋅ Mykel J Kochenderfer ⋅ Sanmi Koyejo ⋅ Irene Solaiman
[ OpenReview] 
Poster
None
Benchmarks as Measurement Instruments: Quantifying Signal and Noise for More Efficient AI Evaluations Under Distribution Shift
Michael Hardy ⋅ Anka Reuel-Lamparth ⋅ Jodi Casabianca ⋅ Hansol Lee ⋅ Benjamin Domingue ⋅ Sanmi Koyejo ⋅ Mykel J Kochenderfer
[ OpenReview] 
Poster
None
Inside Emergence: Structure-Behaviour Gaps in Language Model Training
Hak H Kim ⋅ Yash Raj ⋅ Soroush Vosoughi
[ OpenReview] 
Poster
None
The Ruler and the Judge: Benchmark-Conditional Evaluation of LLM-as-a-Judge
Adrian Ghajari ⋅ Alejandro Benito-Santos ⋅ Víctor Fresno
[ OpenReview] 
Poster
None
OpenVTON-Bench: A Large-Scale High-Resolution Benchmark for Controllable Virtual Try-On Evaluation
Jin Li ⋅ Tao Chen ⋅ Kai Wen ⋅ Siqi Yin ⋅ Shuai Jiang ⋅ Weijie Wang ⋅ Jingwen Luo ⋅ Chenhui Wu
[ OpenReview] 
Poster
None
Coordinating Hundreds of RL Agents through Scalable Inference-Time Search
Daniel Rajaonarivonivelomanantsoa ⋅ Oussama Hidaoui ⋅ Refiloe Shabe ⋅ Noah De Nicola ⋅ Juan Formanek ⋅ Ruan John de Kock ⋅ Sasha Abramowitz ⋅ Omayma Mahjoub ⋅ Arnol M Fokam ⋅ Simon Du Toit ⋅ Asim Osman ⋅ Siddarth Singh ⋅ Ulrich Armel Mbou Sob ⋅ Willie Brink ⋅ Arnu Pretorius ⋅ Felix Chalumeau
[ OpenReview] 
Poster
None
SFT-then-RL Outperforms Mixed-Policy Methods for LLM Reasoning
Alexis Limozin ⋅ Eduard F Ďurech ⋅ Torsten Hoefler ⋅ Imanol Schlag ⋅ Valentina Pyatkin
[ OpenReview] 
Poster
None
ComPose: When to Trust Hands for Object Pose Tracking
Jisu Shin ⋅ Junoh Lee ⋅ JunGyu Lee ⋅ Inhwan Bae ⋅ Dohyeon Lee ⋅ Hokyun Im ⋅ Youngwoon Lee ⋅ Hae-Gon Jeon
[ OpenReview] 
Poster
None
Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation
Asim Osman ⋅ Sasha Abramowitz ⋅ Mark Bergh ⋅ Ulrich Armel Mbou Sob ⋅ Ruan John de Kock ⋅ Omayma Mahjoub ⋅ Oussama Hidaoui ⋅ Noah De Nicola ⋅ Arnol M Fokam ⋅ Felix Chalumeau ⋅ Daniel Rajaonarivonivelomanantsoa ⋅ Siddarth Singh ⋅ Refiloe Shabe ⋅ Juan Formanek ⋅ Simon Du Toit ⋅ Arnu Pretorius
[ OpenReview] 
Poster
None
HCInfer: An Efficient Inference System via Heterogeneous Error Compensation for Resource-Constrained Devices
Shen Xu ⋅ Xiangwen Zhuge ⋅ Zhe Xu ⋅ Yingkun Hu ⋅ Zheng Yang ⋅ Yunhao Liu
[ OpenReview] 
Poster
None
SPHERE-JEPA: Spherical Prediction with Homogeneous Embeddings
Léo Nicollier ⋅ Max Dunitz ⋅ Marc Pic ⋅ Pablo Muse ⋅ Enric Meinhardt-Llopis ⋅ Gabriele Facciolo
[ OpenReview] 
Poster
None
Geometric Signatures of Reasoning: A Spectral Perspective on Task Hardness
Aria Masoomi ⋅ Mahsa Bazzaz ⋅ Adel Javanmard ⋅ Vahab Mirrokni
[ OpenReview] 
Poster
None
On the Necessity of Guidance Decay: From Three-Phase Analysis in Gaussian Mixture Models to Dynamic Optimization
Yiyu Qiu ⋅ Ruofeng Yang ⋅ Tong Yu ⋅ Shuai Li
[ OpenReview] 
Poster
None
InfoSFT: Learn More and Forget Less with Information-Aware Token Weighting
Mahdi Sabbaghi ⋅ George J. Pappas ⋅ Adel Javanmard ⋅ Hamed Hassani
[ OpenReview] 
Poster
None
Axiomatic Reinforcement Learning for Open Multi-Agent Systems from Shapley Axioms
Jianhong Wang ⋅ Yang Li ⋅ Samuel Kaski ⋅ Jonathan Lawry
[ OpenReview] 
Poster
None
PACE: Pareto-Adaptive Compression for Efficient Native MLLMs
Lei Tian ⋅ Chunzheng Zhu ⋅ Kai WU ⋅ yifan zhang ⋅ Haihua Yang
[ OpenReview] 
Poster
None
TerraVis: Towards Evaluation of World-Grounded Visual Consistency in Text-to-Image Generation via MLLM Workflows
Shuai Fu ⋅ Jing Gu ⋅ Jian Zhou ⋅ Zicheng Duan ⋅ Gengze Zhou ⋅ Qi Wu
[ OpenReview] 
Poster
None
LAQuant: A Simple Overhead-free Large Reasoning Model Quantization by Layer-wise Lookahead Loss
Euntae Choi ⋅ Sumin Song ⋅ Sungjoo Yoo
[ OpenReview] 
Poster
None
Compositional Generalization Certificates via the Van Kampen Theorem
Karen Sargsyan
[ OpenReview] 
Poster
None
Return to Basics: Very Simple Graph Contrastive Learning via Noise Cancellation Principle
Yanan Zhao ⋅ Feng Ji ⋅ Jingyang Dai ⋅ Jiaze Ma ⋅ Wee Peng Tay
[ OpenReview] 
Poster
None
Adaptive Multi-view Graph Contrastive Learning via Fractional Continuous Dynamics
Yanan Zhao ⋅ Feng Ji ⋅ Jingyang Dai ⋅ Jiaze Ma ⋅ Keyue Jiang ⋅ Kai Zhao ⋅ Wee Peng Tay
[ OpenReview] 
Poster
None
Dataset Distillation via Drifting
George Cazenavette ⋅ Angelina Quan ⋅ Giannis Daras ⋅ Antonio Torralba ⋅ Vincent Sitzmann
[ OpenReview] 
Poster
None
GOAT-AL: Pseudo Neural Collapse Guides Adaptive Coverage for All-Budget Active Learning
Yoel Marcu ⋅ Daphna Weinshall
[ OpenReview] 
Poster
None
Understanding Multi-View Transformers
Julien Gaubil ⋅ Michal Stary ⋅ Louis Martinez ⋅ Andreas Geiger ⋅ Maks Ovsjanikov ⋅ Ayush Tewari ⋅ Vincent Sitzmann
[ OpenReview] 
Poster
None
Learning Reach-Set Geometry for Tighter Probabilistic Neural Network Verification
Samuel Sasaki ⋅ Ben Wooding ⋅ Taylor Johnson
[ OpenReview] 
Poster
None
MilliVid: Adaptive Latents for Long-Range Consistency in Video Generation
Ishaan Chandratreya ⋅ David Charatan ⋅ Basile Van Hoorick ⋅ Sergey Zakharov ⋅ Vitor Guizilini ⋅ Phillip Isola ⋅ Vincent Sitzmann
[ OpenReview] 
Poster
None
Markovian Dynamics Enforcer: Feasibility Preserving Correction on Learned Dyanmics Manifolds
Kevin Yu ⋅ Tao Guo ⋅ Constantinos Antoniou ⋅ Panagiotis Angeloudis
[ OpenReview] 
Poster
None
Position: The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models
Adam Stein ⋅ Aaditya Naik ⋅ Neelay Velingker ⋅ Mayur Naik ⋅ Eric Wong
[ OpenReview] 
Poster
None
The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail
Cassandra Goldberg ⋅ Chaehyeon Kim ⋅ Adam Stein ⋅ Eric Wong
[ OpenReview] 
Poster
None
Rethinking Ratio-Based Trust Regions for Policy Optimization in Multi-Agent Reinforcement Learning
Chulabhaya Wijesundara ⋅ Andrea Baisero ⋅ Zhongheng Li ⋅ Gregory D Castanon ⋅ Alan S Carlin ⋅ Christopher Amato
[ OpenReview] 
Poster
None
Multilateral Resistance-Guided Graph Message Passing for Trade Flow Prediction
quansiLi ⋅ Haijing Yu
[ OpenReview] 
Poster
None
A Unified Framework for Image-to-3D Part Generation via Variable Granularity
Qiwen Gu ⋅ Xin Zhou ⋅ Xiwu Chen ⋅ Zhongyang Zhu ⋅ Zhuo Zhang ⋅ Junqiao Zhao
[ OpenReview] 
Poster
None
Explaining Cross-Modal Model Behavior with Gradient-Estimation-Based Feature Interaction
Yi Cai ⋅ Xinpeng Li ⋅ Gerhard Wunder
[ OpenReview] 
Poster
None
DiversePlace: Diversity-Seeking Curriculum Reinforcement Learning for Macro Placement
Wenrui Zhou ⋅ Jiashun Liu ⋅ Wenji Fang ⋅ Zhiyao Xie ⋅ Ling Pan
[ OpenReview] 
Poster
None
When Does Structure Help? Statistical Tradeoffs for Structured Reverse Processes in Diffusion Large Language Models
Ruofeng Yang ⋅ Jingyuan Liu ⋅ Shuai Li
[ OpenReview] 
Poster
None
TabBioMed: A Large-Scale Benchmark for Biomedical Tabular Learning
Pau M Bernadó ⋅ Saivenkata Nagavyjayanthi Polapragada ⋅ Pol A Rakuljic ⋅ Laia M Pladevall ⋅ David Bonet ⋅ Marçal Comajoan Cara ⋅ Jesus G Ferrer ⋅ Jordi Abante ⋅ Daniel Mas Montserrat ⋅ David Haussler ⋅ Alexander Ioannidis
[ OpenReview] 
Poster
None
Motif-Mamba: network motif improved mamba for long-range sequence modeling
Hao Chonghe ⋅ Yue Sun ⋅ Jian Zhang ⋅ Yansong Wang ⋅ Wangzi Yao ⋅ Yao Yunjie ⋅ Tielin Zhang
[ OpenReview] 
Poster
None
OASIS: Observation-Action Space Alignment via SE(3) Trajectory Prediction for Robotic Manipulation
Xinzhe Chen ⋅ Sihua Ren ⋅ Liqi Huang ⋅ Haowen Sun ⋅ Mingyang Li ⋅ Xingyu Chen ⋅ Zeyang Liu ⋅ Xuguang Lan
[ OpenReview] 
Poster
None
SQUEEZE: Preserving Homeomorphism and Smooth in Higher-Dimensional Flows
Wangzi Yao ⋅ Yue Sun ⋅ Rongmin Chen ⋅ Honglie Wang ⋅ Jian Zhang ⋅ Tielin Zhang
[ OpenReview] 
Poster
None
DisCoMBO: Steering Expert-in-the-Loop Black Box Optimization via Distributional Conformance
Jonas Seng ⋅ Bennet Wittelsbach ⋅ Kristian Kersting
[ OpenReview] 
Poster
None
Native Multi-Dimensional Subquadratic Operators via Input Dependent Long Convolutions
David Wessels ⋅ FARHAD RAMEZANGHORBANI ⋅ David W Romero ⋅ Alireza Moradzadeh ⋅ Olivia Viessmann ⋅ Maksim Zhdanov ⋅ John St. John ⋅ Ken Janik ⋅ David Knigge ⋅ Yucheng Tang ⋅ Erik Bekkers ⋅ Saee Paliwal
[ OpenReview] 
Poster
None
AffordSim: A Scalable Data Generator and Benchmark for Affordance-Aware Robotic Manipulation
Mingyang Li ⋅ Haofan Xu ⋅ Haowen Sun ⋅ Xinzhe Chen ⋅ Sihua Ren ⋅ Liqi Huang ⋅ Chenyang Miao ⋅ Xinyang Sui ⋅ jiawei Ye ⋅ Qiongjie Cui ⋅ Zeyang Liu ⋅ Xingyu Chen ⋅ Xuguang Lan
[ OpenReview] 
Poster
None
Cool Graphs: Active Property Search Towards Quantum Nano-Refrigerators
Sofia Blyufer ⋅ Amir Kleiner ⋅ Uri Peskin
[ OpenReview] 
Poster
None
Adaptive Scheduling Pipeline For Multi-Instance Asynchronous Reinforcement Learning
Salah Chikhi ⋅ Luis H Ruiz ⋅ Entong Li ⋅ Li Zeng
[ OpenReview] 
Poster
None
PaLoRA: Paced Low-Rank Adaptation for Continual Learning
Yuxuan Li ⋅ Fanhu Zeng ⋅ Hao Tang
[ OpenReview] 
Poster
None
CoDeRNet: Selective Cross-Task Routing under Heterogeneous Supervision for Change Detection and Captioning
Eunki Cho ⋅ Hyeon B Kim ⋅ Seong Tae Kim
[ OpenReview] 
Poster
None
AVID: A 5T fMRI Dataset for Benchmarking Auditory-induced Visual Mental Imagery Decoding
Shiqi Shen ⋅ Shurui Li ⋅ Yuanning Li ⋅ Xilin Zhang
[ OpenReview] 
Poster
None
A Foundational Model System for Datacenter Machine Repairs
Yuanlin Wen ⋅ Elan S Markowitz ⋅ ZUBO GU ⋅ Sami Abu-El-Haija ⋅ Bryan Perozzi ⋅ Michael Galkin ⋅ Ali Parviz ⋅ Aayush Gupta ⋅ Venkata Chivukula ⋅ Griffin Hadfield ⋅ Aravind Akella ⋅ Daniel J Frame ⋅ Vahab Mirrokni ⋅ Amin Vahdat
[ OpenReview] 
Poster
None
A New Perspective on Target-Conditioned Structural Dynamics for Link Prediction in Dynamic Graphs
YUANYUAN XU ⋅ Yin Chen ⋅ Yingxuan Li ⋅ Wenjie Zhang ⋅ Xuemin Lin ⋅ Ying Zhang
[ OpenReview] 
Poster
None
Unlocking Any-Order Generation in Pretrained Autoregressive Image Models
Rishav Pramanik ⋅ Marco Pedersoli ⋅ Zhaozheng Yin
[ OpenReview] 
Poster
None
Recursive Multi-Agent Systems
Jiaru Zou ⋅ Rui Pan ⋅ Ruizhong Qiu ⋅ Pan Lu ⋅ Shizhe Diao ⋅ Jindong Jiang ⋅ Hanghang Tong ⋅ Tong Zhang ⋅ Markus Buehler ⋅ Jingrui He ⋅ James Zou
[ OpenReview] 
Poster
None
pyCD: A Unified Benchmark for Reliable Evaluation of Cognitive Diagnosis Models
Youheng Bai ⋅ Xueyi Li ⋅ Tengteng Cheng ⋅ Mingliang Hou ⋅ Teng Guo ⋅ Jiaqi Zheng ⋅ Zitao Liu
[ OpenReview] 
Poster
None
MathCD: A Benchmark Dataset for Cognitive Diagnosis with Semantic Information
Xueyi Li ⋅ Youheng Bai ⋅ Tengteng Cheng ⋅ Mingliang Hou ⋅ Teng Guo ⋅ Jiaqi Zheng ⋅ Yongdong WU ⋅ Zitao Liu
[ OpenReview] 
Poster
None
GraphUAT: Uncertainty Attribution in Graph Neural Networks
Burouj Armgaan ⋅ Karan R Singh ⋅ Abhirup Mondal ⋅ Sayan Ranu
[ OpenReview] 
Poster
None
Achieving Directional-Stationarity from a Single Random Direction Step
Dan Greenstein ⋅ Nadav Hallak
[ OpenReview] 
Poster
None
ScrapeBench: Evaluating Legal Compliance of AI Agents in Website Scraping
Joseph Marvin Imperial ⋅ Daniel Slate ⋅ Noam Kolt
[ OpenReview] 
Poster
None
CREF: Forecasting Benchmarks for the Age of Agents
Andreas Auer ⋅ Abdul Fatir Ansari ⋅ Oleksandr Shchur ⋅ Xiyuan Zhang ⋅ Boran Han ⋅ Pedro Mercado ⋅ Prateek Desai ⋅ Yuyang (Bernie) Wang ⋅ Michael Bohlke-Schneider
[ OpenReview] 
Poster
None
Discrete Neural Interlingua for Ontology-Agnostic EHR Modeling
Tong Ding ⋅ Caiwei Tian ⋅ Dongmin Bang ⋅ Ming Yang Lu ⋅ Sophia J Wagner ⋅ Andrew Zhang ⋅ Rowland Pettit ⋅ Long P Le ⋅ Faisal Mahmood
[ OpenReview] 
Poster
None
fev-bench: A Realistic Benchmark for Time Series Forecasting
Oleksandr Shchur ⋅ Abdul Fatir Ansari ⋅ Ali Caner Turkmen ⋅ Lorenzo Stella ⋅ Nick Erickson ⋅ Pablo A Guerron ⋅ Michael Bohlke-Schneider ⋅ Yuyang (Bernie) Wang
[ OpenReview] 
Poster
None
NeSyKC: Neurosymbolic Knowledge Compilation For Lifelong Learning Embodied Agents
Wonje Choi ⋅ Jooyoung Kim ⋅ Sera Choi ⋅ Younguk Song ⋅ Honguk Woo
[ OpenReview] 
Poster
None
Structuring Open-Ended NAS: Semi-Automated Design Knowledge Structuring with LLMs for Efficient Neural Architecture Search
Yuiko Sakuma ⋅ Masakazu Yoshimura ⋅ Marcel Gröpl ⋅ Zitang Sun ⋅ Junji Otsuka ⋅ Atsushi Irie ⋅ Takeshi Ohashi
[ OpenReview] 
Poster
None
PATCH: Learnable Tile-Level Hybrid Sparsity for LLMs
Mohammad Mozaffari ⋅ Younes Hourri ⋅ Maryam Mehri Dehnavi
[ OpenReview] 
Poster
None
Improving Context-Shift Robustness of Convolutional Networks via Context-Regularized Cross-Entropy
Jinen Setpal ⋅ Chaoyue Liu
[ OpenReview] 
Poster
None
HeatKV: Head-tuned KV-cache Compression for Visual Autoregressive Modeling
Jonathan Cederlund ⋅ Axel Berg ⋅ Durmus Alp Emre Acar ⋅ Chuteng Zhou ⋅ Pontus Giselsson
[ OpenReview] 
Poster
None
AudioSphere: Towards Self-Supervised Spatial Audio Representation Models
Göksenin Yüksel ⋅ Marcel A. J. van Gerven ⋅ Kiki van der Heijden
[ OpenReview] 
Poster
None
Prospective Coding Improves Learning in Deep Continuous-Time Recurrent Networks
Shivang Rawat ⋅ Mirko Morello ⋅ Flaviano Morone ⋅ David Heeger
[ OpenReview] 
Poster
None
Beckmann Transport Models: From Autonomous Flows to One-Step Maps
Lee Kit ⋅ Florentin Coeurdoux ⋅ Peter Potaptchik ⋅ Yilun Du ⋅ Michael Albergo ⋅ Eric Vanden-Eijnden
[ OpenReview] 
Poster
None
CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning
Tengda Guo ⋅ Jie Leng ⋅ Hanlei Li ⋅ Yaoyuan Liang ⋅ Qingyue Zhang ⋅ Dian Yang ⋅ Mingyu Zhang ⋅ Yuhua Fu ⋅ Shao-Lun Huang
[ OpenReview] 
Poster
None
Computing All Optimal Partial $p$-Wasserstein Matchings on the Line
Sebastian Angrick ⋅ Jacobus Conradi ⋅ Mónika Csikós ⋅ Niko Mertens ⋅ Danny Mittal ⋅ André Nusser ⋅ Krzysztof Onak ⋅ Sharath Raghvendra
[ OpenReview] 
Poster
None
SciResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
Lei Xiong ⋅ Kun Luo ⋅ Ziyi Xia ⋅ Wenbo Zhang ⋅ Jingying Shao ⋅ Jianlyu Chen ⋅ Hongjin Qian ⋅ Zhicheng Dou ⋅ Zheng Liu
[ OpenReview] 
Poster
None
C3VD-DEFCOL: A Deformable Colonoscopy Dataset with Time-Resolved 3D Ground Truth and Realistic Appearance
Ethan Luk ⋅ Mayank Golhar ⋅ Anthony Song ⋅ Raúl Iranzo ⋅ Victor M. Batlle ⋅ Lalithkumar Seenivasan ⋅ JMM Montiel ⋅ Nicholas Durr
[ OpenReview] 
Poster
None
Improving Diffusion Posterior Samplers with Lagged Temporal Corrections for Image Restoration
Davide Evangelista ⋅ Elena Morotti ⋅ Francesco Pivi ⋅ Maurizio Gabbrielli
[ OpenReview] 
Poster
None
Predicting What Changes: Causal Delta World Models for Risk-Aware LLM Agent Planning
Guo Yue ⋅ Yang Liu ⋅ Donghui Zhang ⋅ Tang Qingkang ⋅ Rong Fu ⋅ Li Aoyu
[ OpenReview] 
Poster
None
Tango3D: Towards Alignment for Global and Local 2D-3D Correspondence
Zebin He ⋅ Mingxin Yang ⋅ Shuhui Yang ⋅ Hanxiao Sun ⋅ Xintong Han ⋅ Chunchao Guo ⋅ Wenhan Luo
[ OpenReview] 
Poster
None
DACE RL for Compute Efficient Reinforcement Learning in Small Model Reasoning
Guo Yue ⋅ Yang Liu ⋅ Tang Qingkang ⋅ Donghui Zhang ⋅ Li Aoyu ⋅ Rong Fu
[ OpenReview] 
Poster
None
Local Policy Manifolds for Efficient Multi-Objective Reinforcement Learning
Qiyue Xia ⋅ Tianwei Wang ⋅ J. Michael Herrmann
[ OpenReview] 
Poster
None
A Principled Optimal Transport Framework for Frame Selection in Long Video Understanding
Ziwei Zhao ⋅ Yuhang Liu
[ OpenReview] 
Poster
None
fmxcoders: Factorized Masked Crosscoders for Cross-Layer Feature Discovery
Andreas D Demou ⋅ Panagiotis Koromilas ⋅ James Oldfield ⋅ Yannis Panagakis ⋅ Mihalis Nicolaou
[ OpenReview] 
Poster
None
Graph-Regularized Sparse Autoencoders for LLM Safety Steering
Jehyeok Yeon ⋅ Federico Cinus ⋅ Yifan Wu ⋅ Luca Luceri
[ OpenReview] 
Poster
None
No Coin Left Behind: Maximizing Strategic Surplus Against No-Regret Dynamics
Yiheng Su ⋅ Emmanouil-Vasileios Vlatakis-Gkaragkounis
[ OpenReview] 
Poster
None
SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers
Javad Rajabi ⋅ Kimia Shaban ⋅ Koorosh Roohi ⋅ David Lindell ⋅ Babak Taati
[ OpenReview] 
Poster
None
Not Just Oversmoothing: Detecting Echo Chamber Effect in Graph Neural Networks
Asela Hevapathige ⋅ Ahad N. Zehmakan ⋅ Asiri Wijesinghe ⋅ Saman Halgamuge
[ OpenReview] 
Poster
None
Factorized Spectral Representations for Reinforcement Learning
Junyi Wu ⋅ Dan Li
[ OpenReview] 
Poster
None
Noise-Regularized Training for Learned Image Compression
Renjie Zou ⋅ Zhiwei Huang ⋅ Dong Jiang
[ OpenReview] 
Poster
None
Contrastive Distribution Matching for Amortized Sequential Monte Carlo in Discrete Diffusion
Jaihoon Kim ⋅ Taehoon Yoon ⋅ Prin Phunyaphibarn ⋅ Seungjun Kim ⋅ Morteza Mardani ⋅ Minhyuk Sung
[ OpenReview] 
Poster
None
Factual recall in linear associative memories: sharp asymptotics and mechanistic insights
Alessio Giorlandino ⋅ Sebastian Goldt ⋅ Antoine Maillard
[ OpenReview] 
Poster
None
Stability-Aware Self-Training for CLIP under Cross-Modal Anchoring Mismatch
Siyuan Liu ⋅ Xinyang Chen ⋅ Xiucheng Li ⋅ Weili Guan ⋅ Liqiang Nie
[ OpenReview] 
Poster
None
Optimal scaling laws in learning hierarchical multi-index models
Leonardo Defilippis ⋅ Florent Krzakala ⋅ Bruno Loureiro ⋅ Antoine Maillard
[ OpenReview] 
Poster
None
MedIGen: Reliable Medical Illustration Generation via Interleaved Introspective Reasoning
Rongsheng Wang ⋅ Hongru Zhou ⋅ Ruizhe Zhou ⋅ HAOMING CHEN ⋅ Zhenyang Cai ⋅ Junying Chen ⋅ Minghao Wu ⋅ Yaofei Duan ⋅ Ziyi Zeng ⋅ Benyou Wang
[ OpenReview] 
Poster
None
Global convergence of adjoint-optimized neural PDEs
Konstantin Riedl ⋅ Justin Sirignano ⋅ Konstantinos Spiliopoulos
Poster
None
VideoSTF: Stress-Testing Output Repetition in Video Large Language Models
Yuxin Cao ⋅ Wei Song ⋅ Shangzhi Xu ⋅ Jingling Xue ⋅ Jin Song Dong
[ OpenReview] 
Poster
None
Incentivizing Medical Vision Capabilities from Large-Scale Multimodal Pre-training
Junying Chen ⋅ Zhenyang Cai ⋅ Yunjin Yang ⋅ Kunyuan Cai ⋅ Rongsheng Wang ⋅ Xidong Wang ⋅ Geyang Yu ⋅ Xiangyi Feng ⋅ Benyou Wang
[ OpenReview] 
Poster
None
Safe Active Learning with Future Viability Guarantees in Time-Series Models
Hyeonjun Park ⋅ Whiyoung Jung ⋅ Deunsol Yoon ⋅ Sunghoon Hong ⋅ Kanghoon Lee ⋅ Kyungjae Lee
[ OpenReview] 
Poster
None
Train-free Data Poisoning Attack against Retrieval-augmented Diffusion Models
Xinqi Lyu ⋅ Yihao LIU ⋅ Yiming Cao ⋅ Bin Xiao
[ OpenReview] 
Poster
None
Native Audio-Visual Alignment for Generation
Longbin Ji ⋅ Guan Wang ⋅ xuan wei ⋅ Chenye Yang ⋅ Zhenyu Zhang ⋅ Shuohuan Wang ⋅ YU SUN ⋅ Jingzhou HE
[ OpenReview] 
Poster
None
Flow Map Language Models: One-step Language Modeling via Continuous Denoising
Chanhyuk Lee ⋅ Jaehoon Yoo ⋅ Manan Agarwal ⋅ Sheel Shah ⋅ Jerry Y Huang ⋅ Aditi Raghunathan ⋅ Seunghoon Hong ⋅ Nicholas Boffi ⋅ Jinwoo Kim
[ OpenReview] 
Poster
None
Mitigating Knowledge Conflicts in Retrieval-Augmented Generation via Inference-Time Representation Editing
Dahyun Jung ⋅ Jaehyung Seo ⋅ Heuiseok Lim
[ OpenReview] 
Poster
None
Universal Adaptive Proximal Gradient Methods via Gradient Mapping Accumulation
Zimeng Wang ⋅ Alp Yurtsever
[ OpenReview] 
Poster
None
CineOrchestra: Unified Entity-Centric Conditioning for Cinematic Video Generation
Sharath Girish ⋅ Tsai-Shien Chen ⋅ Zhikang Dong ⋅ Mukesh Singhal ⋅ Hao Chen ⋅ Sergey Tulyakov ⋅ Aliaksandr Siarohin
[ OpenReview] 
Poster
None
Does Your Large Language Model Have An Intuitive Sense of The Difficulty of A Question?
Ruitao Wang ⋅ Jinyi Liu ⋅ Hongyao Tang ⋅ Rong Cheng ⋅ Yi Ma ⋅ Shaojin Ma ⋅ Yiwen Zhu ⋅ Hebin Liang ⋅ Gangyi Zhao ⋅ Pengyi Li ⋅ YAN ZHENG ⋅ Jianye Hao
[ OpenReview] 
Poster
None
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Xiangyi Li ⋅ Yimin Liu ⋅ Wenbo Chen ⋅ Shenghan Zheng ⋅ Yifeng He ⋅ Xiaokun Chen ⋅ Bingran You ⋅ Haotian Shen ⋅ Yubo Li ⋅ Kyoung Whan Choe ⋅ Binxu Li ⋅ Shuyi Wang ⋅ Chris Kong ⋅ Xinyi Liu ⋅ Jiankai Sun ⋅ Runhui Wang ⋅ Xuanqing Liu ⋅ Jiachen Li ⋅ Xin Lan ⋅ Yuanli Wang ⋅ Xuandong Zhao ⋅ Yueqian Lin ⋅ Wengao Ye ⋅ Junwei He ⋅ Di Wang ⋅ Roey B Chaim ⋅ Songlin Li ⋅ Hanwen Xing ⋅ Yue Zhang ⋅ Yipeng Gao ⋅ Yijiang Li ⋅ Ze Ma ⋅ Liqiang Jing ⋅ Qunhong Zeng ⋅ Tianyu Wang ⋅ Kaixin Li ⋅ Yiqi Xue ⋅ Zonglin Di ⋅ Yizhuo He ⋅ Yuchen Tian ⋅ Yixuan Gao ⋅ Hejia Geng ⋅ Bo Chen ⋅ Litong Liu ⋅ Sikai Cheng ⋅ Zelin Tan ⋅ Jiajun Bao ⋅ Junwei Zhou ⋅ Shuaicheng Tong ⋅ Shuwen Xu ⋅ Penghao Jiang ⋅ Terry Yue Zhuo ⋅ Tinghan Ye ⋅ Chujun Tao ⋅ Qi Qi ⋅ Miao Li ⋅ Longtai Liao ⋅ Zhikang Dong ⋅ Chang Shi ⋅ Steven Dillmann ⋅ Han-chung Lee
[ OpenReview] 
Poster
None
StarWM: Self-Supervised Trained Attention Routing for Robust World Models
Zeqiang Zhang ⋅ Fabian Wurzberger ⋅ Maximilian Otte ⋅ Daniel Schmid ⋅ Sebastian Gottwald ⋅ Arne P Raulf ⋅ Daniel A Braun
[ OpenReview] 
Poster
None
STAC-R: Subspace-Tracked Activation Compression with Residuals
Manar Hamed ⋅ Yassine Yaakoubi
[ OpenReview] 
Poster
None
iCATS: Fast Video Generation via Interaction-Aware Sparse Attention and Timestep-Adaptive Sparsity
Chengfeng Han ⋅ Baole Ai ⋅ Xianlu Bian ⋅ Jie Yao ⋅ Zilong Huang ⋅ Ang Wang ⋅ Dandan Ding
[ OpenReview] 
Poster
None
Progressive Memory Transformer: Memory-Aware Attention for Time-Series
Tord S Stangeland ⋅ Andreas Köhler ⋅ Steffen Maeland ⋅ Adín Ramírez Rivera
[ OpenReview] 
Poster
None
LEGO: Sizing Rules for Budget-Aware Dense-to-MoE Conversion of Vision-Language Models
Qishen Yin ⋅ ZiangWu ⋅ Juntong Wu ⋅ Peng Jin ⋅ Li Hao ⋅ Tanghui Jia ⋅ Liuhan Chen ⋅ Bin Zhu ⋅ Li Yuan
[ OpenReview] 
Poster
None
UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks
Zhekai Chen ⋅ CHENGQI DUAN ⋅ Kaiyue Sun ⋅ Bohao Li ⋅ Yuqing Wang ⋅ Manyuan Zhang ⋅ Xihui Liu
[ OpenReview] 
Poster
None
CENDRe: Concept Extraction with Natural Domain Representations
Antonia Holzapfel ⋅ Andres Posada Moreno ⋅ Sebastian Trimpe
[ OpenReview] 
Poster
None
What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models
Payal Chandak ⋅ Victoria Alkin ⋅ David Wu ⋅ Maya Dagan ⋅ Taposh D Roy ⋅ Maria C Menezes ⋅ Ayush Noori ⋅ Nirali Somia ⋅ John S Brownstein ⋅ Ran Balicer ⋅ Rebecca W Brendel ⋅ Noa Dagan ⋅ Isaac S Kohane ⋅ Gabriel A Brat
[ OpenReview] 
Poster
None
The risk of KV cache compression
Lukas Haverbeck ⋅ Carmen Amo Alonso ⋅ Andres Posada Moreno ⋅ Sebastian Trimpe ⋅ Marco Pavone
[ OpenReview] 
Poster
None
MINT: Meeting-time INdicators for Truncation in Multi-Step Off-Policy RL
Seungyub Han ⋅ Taehyun Cho ⋅ Dohyeong Kim ⋅ Kyungjae Lee ⋅ Jungwoo Lee
[ OpenReview] 
Poster
None
Reranking with Intra-modal Visual Association for Text-to-Image Person Re-Identification
Junhong Wang ⋅ Changxing Ding ⋅ Yusha Peng ⋅ Wentao Tan ⋅ Dongliang Liao
[ OpenReview] 
Poster
None
HIFC-IQA: Train-Free Cross-Domain Image Quality Assessment via Dual-Process Cognition
Yu Li ⋅ Zhengran Shen ⋅ Puchao Zhou ⋅ Yachun Mi ⋅ Yukang Ding ⋅ Boyuan yang ⋅ Xi Zhai ⋅ Shaohui Liu
[ OpenReview] 
Poster
None
FlowBatt: Flow Matching for Probabilistic Battery Degradation Prediction
Hamidreza Eivazi Kourabbaslou ⋅ Eslam Sharaawy ⋅ Stefan Wittek ⋅ André Hebenbrock ⋅ Raphael Ginster ⋅ Steffen Blömeke
[ OpenReview] 
Poster
None
Specialist Mediators: Causal Localization of Dense Fine-Tuning
Amir Asiaee
[ OpenReview] 
Poster
None
B-CALM: Bias-Limited Bayesian Borrowing for RCT-Anchored Treatment Effects under Covariate Mismatch
Amir Asiaee ⋅ Samhita Pal
[ OpenReview] 
Poster
None
Coarsening Linear Non-Gaussian Causal Models with Cycles
Francisco Madaleno ⋅ Francisco Pereira ⋅ Alex Markham
[ OpenReview] 
Poster
None
Found in Conversation: LLMs Teach Themselves to Close the Multi-Turn Gap
Tianlang Chen ⋅ Shirley Wu ⋅ Jure Leskovec
[ OpenReview] 
Poster
None
Neural Expansion: A Unified Mechanism for How Deep Neural Network Generalize
Chashi Mahiul Islam ⋅ Samuel Jacob Chacko ⋅ Mao Nishino ⋅ Canlin Zhang ⋅ Xiuwen Liu
[ OpenReview] 
Poster
None
The Z-Gromov-Wasserstein Distance
Martin Bauer ⋅ Facundo Mémoli ⋅ Tom Needham ⋅ Mao Nishino
Poster
None
Follow-Bench 2.0: An End-to-End 3D Benchmark for Socially-Aware Robot Person Following
Hanjing Ye ⋅ Tianle Zeng ⋅ Jianwei Peng ⋅ Yanci Wen ⋅ Yuchen Zhou ⋅ Yonggen Ling ⋅ Hong Zhang
[ OpenReview] 
Poster
None
Trust Guided Decision Transformer
Chainesh Gautam ⋅ Raghuram B Diddigi ⋅ Chandramouli Kamanchi ⋅ Pankaj Dayama ⋅ Sumanta Mukherjee ⋅ Kameshwaran Sampath
[ OpenReview] 
Poster
None
C3H: Compression-to-Consensus Criteria Hijacking in Multimodal LLM Recommender Systems
Guowei Guan ⋅ Yurong Hao ⋅ Jiaming Zhang ⋅ Fuyao Zhang ⋅ Wei Yang Bryan Lim
[ OpenReview] 
Poster
None
Adaptive Internal Readout for Native Multimodal Models
Yunpeng Zhou
[ OpenReview] 
Poster
None
Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization
Alireza Modirshanechi ⋅ Benjamin Eysenbach ⋅ Peter Dayan ⋅ Eric Schulz
[ OpenReview] 
Poster
None
Temporal Selective Exploration for Reinforcement Learning-Guided Continuous-Discrete Flow Matching in 3D Molecular Design
Lianghong Chen ⋅ Yan Y Li ⋅ Zhou ⋅ Yuxi Long ⋅ Ganlin Feng ⋅ Mike Domaratzki ⋅ Pingzhao Hu
[ OpenReview] 
Poster
None
PINNBench: A Benchmark and Evaluation Study of Training Policy Selection in Hybrid PINN-Operator Solvers
Suan Lee ⋅ Namhyeon Kim ⋅ Dongmin Jin
[ OpenReview] 
Poster
None
AR-Edit: Training-Free Streaming Video Editing without Inversion
Hovhannes Margaryan ⋅ Vicky Kalogeiton ⋅ Quentin Bammey ⋅ Christian Sandor
[ OpenReview] 
Poster
None
FTerViT: Fully Ternary Vision Transformer
Szymon Ruciński ⋅ Pietro Bonazzi ⋅ Engin Turetken ⋅ Simon Narduzzi ⋅ Michele Magno ⋅ Nadim Maamari
[ OpenReview] 
Poster
None
Inverse Reinforcement Learning with Just Classification and a Few Regressions
Lars van der Laan ⋅ Nathan Kallus ⋅ Aurelien Bibaut
[ OpenReview] 
Poster
None
Adaptive Inference for Functionals of M-Estimands
James Leiner ⋅ Aurelien Bibaut ⋅ Nathan Kallus ⋅ Aaditya Ramdas ⋅ Koulik Khamaru
[ OpenReview] 
Poster
None
Mult-DPO: Multinomial Direct Preference Optimization for Recommender Systems
Yaochen Zhu ⋅ Harald Steck ⋅ James McInerney ⋅ Aditya Sinha ⋅ Yinhan He ⋅ Nathan Kallus ⋅ Jundong Li
[ OpenReview] 
Poster
None
Consistent Bayesian Spatial Domain Partitioning Using Predictive Spanning Tree Methods
Kun Huang ⋅ Huiyan Sang
Poster
None
PreCoMem: Predictive Cognitive Memory for Self-Evolving Long-Term Dialogue Agents
Jian Zhong ⋅ Zeyu Liu ⋅ Pingchuan Cao ⋅ Rongduo Han ⋅ Shunye Tang ⋅ Guohuan Xie ⋅ Mingyuan Qin ⋅ Ran Ji ⋅ Xiao Liang ⋅ Haining Zhang ⋅ Wei Wang
[ OpenReview] 
Poster
None
TENG-BC: Time-Evolving Natural Gradient for High-Accuracy Neural PDE Solvers with General Boundary Conditions
Hongjie Jiang ⋅ Di Luo
[ OpenReview] 
Poster
None
Disentangling generalization and memorization in large language models using chess
Leonard S Pleiss ⋅ Maximilian Schiffer ⋅ Robert K von Weizsäcker
[ OpenReview] 
Poster
None
LeAct: Learning to Reason from Expert Actions
Ziran Yang ⋅ Chengshuai Shi ⋅ Raj Ghugare ⋅ Benjamin Eysenbach ⋅ Karthik Narasimhan ⋅ Chi Jin
[ OpenReview] 
Poster
None
Target-Aligned Reinforcement Learning
Leonard S Pleiss ⋅ James Harrison ⋅ Maximilian Schiffer
[ OpenReview] 
Poster
None
Self-Supervised Goal-Reaching Results in Multi-Agent Cooperation and Exploration
Chirayu Nimonkar ⋅ Shlok Shah ⋅ Catherine Ji ⋅ Benjamin Eysenbach
[ OpenReview] 
Poster
None
ProCARE: Real-World Study Automation via Profile-Grounded Evidence Contracts
Zhaoyu Fan ⋅ Bowen Han ⋅ Yanwei Ren ⋅ Jincheng Ou ⋅ Siyi Cao ⋅ Zehua He ⋅ Kaiyu Huang ⋅ Pengcheng He ⋅ Shanshan Ni ⋅ Chengchen Gong ⋅ Qingjiang Shi
[ OpenReview] 
Poster
None
Fast and Accurate Probing of In-Training LLMs' Downstream Performances
Zhichen Liu ⋅ Tianle Lun ⋅ Zhibin Wen ⋅ Hao An ⋅ Yulin Ou ⋅ Jianhui Xu ⋅ Hao Zhang ⋅ Wenyi Fang ⋅ YANG ZHENG ⋅ Yang Xu
[ OpenReview] 
Poster
None
Parallel Fixed-Point Spiking Neurons for Efficient Training of Spiking Neural Networks
Qirong Yang ⋅ Guowei Peng ⋅ Xiurui Xie ⋅ Yuning Yang ⋅ Qiugang Zhan ⋅ Guisong Liu
[ OpenReview] 
Poster
None
QMaxCal: Path-Space Regularization for Open Quantum Control via Girsanov's Theorem
Merijn Moody ⋅ Zier Mensch ⋅ Miranda Cheng ⋅ Peter G Bolhuis ⋅ Max Welling
[ OpenReview] 
Poster
None
JEPAWG: Interpretable Hypernetworks for Weight-Space Physics
Tobias Göbel ⋅ Julian R Ebelt ⋅ Zier Mensch ⋅ Mathis Gerdes ⋅ Miranda Cheng
[ OpenReview] 
Poster
None
Payoff-Aware Prediction of Population Game Dynamics
Kang Wang ⋅ Xiao Wang ⋅ Bo Li ⋅ Renzhe Xu
[ OpenReview] 
Poster
None
CodeMimicry: Exploiting Safety Generalization Lag in Large Language Models via Structured Code Completion
Liang Zhen ⋅ Wentao Chen ⋅ Hai Huang
[ OpenReview] 
Poster
None
Subdata Selection: A Unified Framework for Optimal Selection and Statistical Efficiency Assessment
Min Yang ⋅ Wei Zheng ⋅ John Stufken ⋅ Ming-Chung Chang ⋅ Ting Tian ⋅ Xueqin Wang
[ OpenReview] 
Poster
None
Benchmark Health Index: A Systematic Framework for Benchmarking the Benchmarks of LLMs
Longyuan Zhu ⋅ Hairan Hua ⋅ Linlin Miao ⋅ Wei Wang ⋅ Bing Zhao
[ OpenReview] 
Poster
None
MACRO: Training-free Multi-plane Attention for Closeup Render Optimization
Nitzan Hodos ⋅ Roy Amoyal ⋅ Lior Fritz ⋅ Ianir Ideses ⋅ Sagie Benaim ⋅ Netalee Efrat
[ OpenReview] 
Poster
None
Imperfect World Models are Exploitable
Logan M Bhamidipaty ⋅ Esmeralda S Whitammer ⋅ David Abel ⋅ Mykel J Kochenderfer ⋅ Subramanian Ramamoorthy
[ OpenReview] 
Poster
None
Seeing Speech: Learning Visible Articulatory Dynamics for Speech-Driven 3D Facial Animation
Hyung K Kim ⋅ Byungchan Hwang ⋅ HAKGU KIM
[ OpenReview] 
Poster
None
GeoTransolver: Learning Physics on Irregular Domains using Multi-scale Geometry Aware Physics Attention Transformer
Corey Adams ⋅ Rishikesh Ranade ⋅ Sheel Nidhan ⋅ Ram Cherukuri ⋅ Sanjay Choudhry ⋅ Mohammad Amin Nabian ⋅ Deepak Akhare
[ OpenReview] 
Poster
None
Mirror, Mirror on the Wall: Can VLM Agents Tell Who They Are at All?
Filippo Ziliotto ⋅ Crio Beneduce ⋅ Luciano Serafini ⋅ Bruno Lepri ⋅ Massimiliano Luca ⋅ Tommaso Campari
[ OpenReview] 
Poster
None
Conflict-Aware Logit Adapters for Utility-Preserving Anti-Distillation
Quoc P Dao ⋅ Binh A Nguyen ⋅ Linh Ngo ⋅ Thanh-Toan Do ⋅ Mehrtash Harandi ⋅ Trung Le
[ OpenReview] 
Poster
None
PolarScale: A Physics-Grounded Benchmark for Radiometrically Consistent RGB-to-Stokes Estimation
Beibei Lin ⋅ Tingting Chen ⋅ Xin Zhang ⋅ Wenhao Zhao ⋅ DONGJUN LI ⋅ Zifeng Yuan
[ OpenReview] 
Poster
None
CompilerKV: Risk-Adaptive KV Cache Compression via Offline Experience Compilation
Ning Yang ⋅ Chengzhi Wang ⋅ Yibo Liu ⋅ Baoliang Tian ⋅ Haijun Zhang
[ OpenReview] 
Poster
None
CoWorld-VLA: Thinking in a Multi-Expert World Model for Autonomous Driving
Jingqi Wang ⋅ minqing huang ⋅ Zihan Liang ⋅ Yujiao Xiang ⋅ JiaJie Huang ⋅ Zhi Xu ⋅ Feiyang Tan ⋅ Hangning Zhou ⋅ Mu Yang ⋅ Gong Chen
[ OpenReview] 
Poster
None
Reinforcement Learning-Guided Symbolic Execution for Efficient and Exploitable Smart Contract Analysis
Zhaoxuan Li ⋅ Ziming Zhao ⋅ Siqi Lu ⋅ Rui Zhang ⋅ Wenhao Li ⋅ Xiaofei Yue ⋅ Fan T Zhang
[ OpenReview] 
Poster
None
Scattered by Design: Why Per-Output Pruning Resists Structured Compression
Victor Omolaoye ⋅ Gerard de Melo
[ OpenReview] 
Poster
None
ASAT: Adaptive Scoring and Thresholding with Human Feedback for Robust Out-of-Distribution Detection
Daisuke Yamada ⋅ Harit Vishwakarma ⋅ Ramya Korlakai Vinayak
Poster
None
FrameScout: Scouting Query-Relevant Frames for Long Video Understanding
Haonan Hu ⋅ Shuhao Chen ⋅ Weisen Jiang ⋅ Lizhao Gao ⋅ James Kwok ⋅ Yu Zhang
[ OpenReview] 
Poster
None
Spectral Progressive Diffusion for Efficient Image and Video Generation
Howard Xiao ⋅ Brian Chao ⋅ Lior Yariv ⋅ Gordon Wetzstein
[ OpenReview] 
Poster
None
Ordinary Least Squares as an Attention Mechanism
Philippe Goulet Coulombe
[ OpenReview] 
Poster
None
CapTrack: Multifaceted Evaluation of Forgetting in LLM Post-Training
Lukas Thede ⋅ Stefan Winzeck ⋅ Zeynep Akata ⋅ Jonathan Richard Schwarz
[ OpenReview] 
Poster
None
MedKIT: Evaluating Knowledge Integration and Generalization in Large Language Models
Lukas Thede ⋅ Yash Kumar ⋅ David Chen ⋅ Danielle Bitterman ⋅ Matthias Bethge ⋅ Tom Hartvigsen ⋅ Zeynep Akata
[ OpenReview] 
Poster
None
Exact Gaussian Moment Matching for Residual Networks: a Second-Order Method
Simon Kuang ⋅ Xinfan Lin
[ OpenReview] 
Poster
None
Interpretable Relational Inference with LLM-Guided Symbolic Dynamics Modeling
Xiaoxiao Liang ⋅ Juyuan Zhang ⋅ Liming Pan ⋅ Linyuan Lü
[ OpenReview] 
Poster
None
A Steerable Deep Network for Model-Free Diffusion MRI Registration
Gianfranco Cortés ⋅ Xiaoda Qu ⋅ C. Vemuri
[ OpenReview] 
Poster
None
ReFPO: Reflow Regularization for Flow Matching Policy Gradients
Ge Wang ⋅ Yibo Peng ⋅ Fan Feng ⋅ Shenhao Yan ⋅ Chengsi Yao ⋅ Jiahao Yang ⋅ Honghao Cai ⋅ Yiming Zhao ⋅ Xi Li ⋅ Jinke Ren ⋅ Shuguang Cui ⋅ Yatong Han ⋅ Zhen Li
[ OpenReview] 
Poster
None
Matrix Recovery Via Symmetric Rank-one Measurements With Random Unit-modulus Vectors
Tongyu Zhou ⋅ Wei Zhang
[ OpenReview] 
Poster
None
Positive-Unlabeled Preference Optimization For Chest X-ray Report Generation
Yuta Kobayashi ⋅ Pradyun Ramesh ⋅ Muhammad Ahmed Chaudhry ⋅ Vincent Jeanselme ⋅ Judy Wawira ⋅ Sanmi Koyejo ⋅ Kathleen M Capaccione ⋅ Shalmali Joshi
[ OpenReview] 
Poster
None
Invaria: Learning Scale and Density Invariance in Point Clouds via Next-Resolution Prediction
Chun-Peng Chang ⋅ Shaoxiang Wang ⋅ Alain Pagani ⋅ Dariu Gavrila ⋅ Holger Caesar
[ OpenReview] 
Poster
None
Dynamics-Aware Sparse Attention for Efficient Autoregressive Video Diffusion
Yuanyu He ⋅ Zhuokun Chen ⋅ Yefei He ⋅ Zhiwei Tang ⋅ Jiasheng Tang ⋅ Yinghao Yu ⋅ Jianfei Cai ⋅ Bohan Zhuang
[ OpenReview] 
Poster
None
ODDR: One-Step Deshadow Diffusion via Reward Guidance
Junseong Shin ⋅ Kijun Kim ⋅ Min S Kim ⋅ Dongjin Kim ⋅ Tae Hyun Kim
[ OpenReview] 
Poster
None
Attention-based Routing for Interpretable Multimodal Brain Encoding
Pinyuan Feng ⋅ Hossein Adeli ⋅ Richard Antonello ⋅ Ethan Hwang ⋅ Nikolaus Kriegeskorte
[ OpenReview] 
Poster
None
Convergence Guarantees for Federated SARSA with Local Training and Heterogeneous Agents
Paul Mangold ⋅ Eloïse Berthier ⋅ Eric Moulines
[ OpenReview] 
Poster
None
SemanticDialect: Semantic-Aware Mixed-Format Quantization for Video Diffusion Transformers
Wonsuk Jang ⋅ Thierry Tambe
[ OpenReview] 
Poster
None
Computational Dynamic Mechanism Design
Sadie Zhao ⋅ Amy Greenwald ⋅ Yanchen Jiang ⋅ Denizalp Goktas ⋅ Yiling Chen
[ OpenReview] 
Poster
None
Block Optimism for Nonstationary Bandits with Latent Linear Dynamics
Taehyun Hwang ⋅ Hyun-jun Choi ⋅ Heesang Ann ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
Embedding Foundation Model Predictions in Discrete-Choice Models with Structural Guarantees
Yingshuo Wang ⋅ Xian Sun ⋅ Yanhang Li ⋅ Zhichao Fan ⋅ Zexin Zhuang
[ OpenReview] 
Poster
None
WirelessMathBench-XL: A Contamination-Audited Benchmark for Wireless Mathematical Reasoning
Xin Li ⋅ Mengbing Liu ⋅ Yiyang Zhu ⋅ ZHANG WENHE ⋅ LI WEI ⋅ Jiancheng An ⋅ Chau Yuen
[ OpenReview] 
Poster
None
Discrete Stochastic Localization for Non-autoregressive Generation
Yunshu Wu ⋅ Jiayi Cheng ⋅ Longxuan YU ⋅ Partha Thakuria ⋅ Rob Brekelmans ⋅ Vagelis Papalexakis ⋅ Greg Ver Steeg
[ OpenReview] 
Poster
None
ContinuLoc: Continuous Pose Inference over Neural Fields for UAV Geo-Localization
Weikun Zhou ⋅ Jinliang Lin ⋅ Yu Zang ⋅ Lin Xie ⋅ HaiqingFu ⋅ Sheng Ao ⋅ Shangshu Yu ⋅ Zhiming Luo ⋅ Cheng Wang
[ OpenReview] 
Poster
None
SOLAR: AI-Powered Speed-of-Light Performance Analysis
Qijing Huang ⋅ Sana Damani ⋅ Zhifan Ye ⋅ Athinagoras Skiadopoulos ⋅ Siva Kumar Sastry Hari ⋅ Jason Clemons ⋅ Sahil Modi ⋅ Jingquan Wang ⋅ Aditya Kane ⋅ Edward C Lin ⋅ Humphrey Shi ⋅ Christos Kozyrakis
[ OpenReview] 
Poster
None
Efficient Agentic GPU Kernel Optimization with a Compact Domain-Specific Language and Speed-of-Light Guidance
Siva Kumar Sastry Hari ⋅ Vignesh Balaji ⋅ Sana Damani ⋅ Qijing Huang ⋅ Christos Kozyrakis
[ OpenReview] 
Poster
None
SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits
Edward C Lin ⋅ Sahil Modi ⋅ Siva Kumar Sastry Hari ⋅ Qijing Huang ⋅ Zhifan Ye ⋅ Nestor Y Qin ⋅ Fengzhe Zhou ⋅ Yuan Zhang ⋅ Jingquan Wang ⋅ Sana Damani ⋅ Dheeraj Peri ⋅ Ouye Xie ⋅ Aditya Kane ⋅ Michael behar ⋅ Rishabh Mehta ⋅ Vartika Singh ⋅ Vikram Sharma Mailthody ⋅ Terry Chen ⋅ Zihao Ye ⋅ Hanfeng Chen ⋅ Tianqi Chen ⋅ Vinod Grover ⋅ Wei Chen ⋅ Wei Liu ⋅ Eric Chung ⋅ Luis Ceze ⋅ Roger Bringmann ⋅ Michael Lightstone ⋅ Christos Kozyrakis ⋅ Humphrey Shi
[ OpenReview] 
Poster
None
Dataset Mismatch Matters in Group Relative Policy Optimization for Reinforcement Learning from Verifiable Rewards
Zhen-Yu Zhang ⋅ Jiandong Zhang ⋅ Huaxiu Yao ⋅ Gang Niu ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
Reliability-Coupled Manifold-Aware Diffusion for Missing-Modality Inference
Yiming Ren ⋅ Yuhao Fang ⋅ Qing Zhou ⋅ Ming Li ⋅ Ye Zhang ⋅ Zijian Wang ⋅ Yao Lu ⋅ Chun Li
[ OpenReview] 
Poster
None
SimSD: Simple Speculative Decoding in Diffusion Language Models
Junxia Cui ⋅ Haotian Ye ⋅ Runchu Tian ⋅ Hongcan Guo ⋅ Jinya Jiang ⋅ Haoru Li ⋅ Chaojie Ren ⋅ Yiming Huang ⋅ Kaijie Zhu ⋅ Zhongkai Yu ⋅ Kun Zhou ⋅ Jingbo Shang
[ OpenReview] 
Poster
None
ANCHOR: Audio-Visually Grounded Chain-of-Thought Reasoning Benchmark
Joel Julin ⋅ Souraja Kundu ⋅ Liza Dahiya ⋅ George Z Wei ⋅ Liuyue Xie ⋅ Jingru Yi ⋅ Xu Zhang ⋅ Hao Yang ⋅ László Jeni
[ OpenReview] 
Poster
None
Position: Next-Generation Game Engines Should Be Built on Interactive Generative Video
Jiwen Yu ⋅ Yiran Qin ⋅ Haoxuan Che ⋅ Quande Liu ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Di ZHANG ⋅ Xihui Liu
[ OpenReview] 
Poster
None
NeuroNTP - A Generalizable Multimodal Foundation Model for Epilepsy
József Kovács ⋅ Amadeus Hauser ⋅ Gudrun Gröppel ⋅ Wolfgang Narzt ⋅ Philipp Seidl
[ OpenReview] 
Poster
None
Optimization Dynamics Imprint Semantic Specificity in Contrastive Embedding Norms
Ziwei Su ⋅ Junyu Ren ⋅ Victor Veitch
[ OpenReview] 
Poster
None
CURE: Counterfactual Unsafe-token Re-masking for Diffusion Large Language Model Test-time Alignment
Lichao Wang ⋅ Mingquan Zhang ⋅ Xian Zhang ⋅ Juntao Dai ⋅ Chi Liu ⋅ Yaodong Yang ⋅ Jingwei Yi
[ OpenReview] 
Poster
None
In STeP: Speculative Tensor Parallelism for Concurrent Heterogeneous Inference of LLMs
Viren L Radhakrishnan ⋅ Dhruva Kashyap ⋅ Pranav K Nayak ⋅ Chiranjib Bhattacharyya ⋅ Prakash Raghavendra
[ OpenReview] 
Poster
None
Learning Density Operator Latent Variable Models via Quantum Information Projection
Adit Vishnu ⋅ Abhay Shastry ⋅ Dhruva Kashyap ⋅ Chiranjib Bhattacharyya
[ OpenReview] 
Poster
None
Anatomy-Preserving Unpaired Medical Image Translation via Shared Latent Anchoring
Zhilin Zou ⋅ Hieu Le ⋅ Saumya Gupta ⋅ Jingyi Xu ⋅ Prateek Prasanna ⋅ Chao Chen
[ OpenReview] 
Poster
None
Allocate Marginal Reviews to Borderline Papers Using LLM Comparative Ranking
Elliot Epstein ⋅ Rajat Vadiraj Dwaraknath ⋅ John Winnicki ⋅ Thanawat Sornwanee
[ OpenReview] 
Poster
None
Random-Projection Tree Stein Variational Gradient Descent
Shishuo Guo ⋅ Xiaoyuan Cheng ⋅ Zhuo Sun
[ OpenReview] 
Poster
None
Outlier-robust Diffusion Posterior Sampling for Bayesian Inverse Problems
Yiming Yang ⋅ Xiaoyuan Cheng ⋅ Yi He ⋅ Kaiyu Li ⋅ Wenxuan Yuan ⋅ Zhuo Sun
[ OpenReview] 
Poster
None
Re-examining Low Rank adaptation for private LLM fine-tuning
Ali Dadsetan ⋅ Frank Rudzicz
[ OpenReview] 
Poster
None
MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes
Hui Zhang
[ OpenReview] 
Poster
None
Fair Division of Work in Collaborative Mean Estimation via Bargaining
Michael O. Harding ⋅ Alex Clinton ⋅ Kirthevasan Kandasamy
[ OpenReview] 
Poster
None
Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation
Erik Großkopf ⋅ Soumya Snigdha Kundu ⋅ Hendrik Möller ⋅ Nicolas Münster ⋅ Mehdi Astaraki ⋅ Paula T Buzduga ⋅ Kerstin Ritter ⋅ Benedikt Wiestler ⋅ Jan Kirschke ⋅ Jonathan Shapey ⋅ Tom Vercauteren ⋅ Florian Kofler
[ OpenReview] 
Poster
None
Fisher Decorator: Refining Flow Policy via A Local Transport Map
Xiaoyuan Cheng ⋅ Haoyu Wang ⋅ Wenxuan Yuan ⋅ Ziyan Wang ⋅ Zonghao Chen ⋅ Li Zeng ⋅ Zhuo Sun
[ OpenReview] 
Poster
None
Emergent Visual Thinking in Text-Only Reasoning through Multimodal Training
Qi Zhang ⋅ Bohan Wang ⋅ QIANRU SUN ⋅ Hanwang Zhang
[ OpenReview] 
Poster
None
ActQuant: Sub-4-bit Action-Guided Quantization for Vision-Language-Action Models
Arash Akbari ⋅ Arman Akbari ⋅ Masih Eskandar ⋅ Qitao Tan ⋅ Yixiao Chen ⋅ Jingwu Luo ⋅ Bertha Pangaribuan ⋅ Liyun Zhang ⋅ Jennifer Dy ⋅ Geng Yuan ⋅ Xue Lin ⋅ Gaowen Liu ⋅ Stratis Ioannidis ⋅ Yanzhi Wang
[ OpenReview] 
Poster
None
Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs
Qitao Tan ⋅ Xiaoying Song ⋅ Arman Akbari ⋅ Arash Akbari ⋅ Yanzhi Wang ⋅ Xiaoming Zhai ⋅ Lingzi Hong ⋅ Zhen Xiang ⋅ Jin Lu ⋅ Geng Yuan
[ OpenReview] 
Poster
None
Characterizing Learning in Deep Neural Networks using a Tractable Algorithmic Complexity Estimator
Pedram Bakhtiarifard ⋅ Sophia Natasha Wilson ⋅ Mahmoud H. A. Afifi ⋅ Jonathan Wenshøj ⋅ Raghavendra Selvan
[ OpenReview] 
Poster
None
JARVIS-Bench: Benchmarking Personal Intelligence Agents on Long-Horizon Real-User Daily Traces
Weizhi Zhang ⋅ Wei-Chieh Huang ⋅ Yueqing Liang ⋅ Liwei Jiang ⋅ Zhengxiang Wang ⋅ Liangwei Yang ⋅ Zechen Li ⋅ Yuchen Wu ⋅ Haozhen Zhang ⋅ Yu Wang ⋅ Yuanchen Bei ⋅ Yue Zhou ⋅ Siqi Zhu ⋅ Henry P Zou ⋅ Jiahong Liu ⋅ Xinni Zhang ⋅ Paul Martin ⋅ Joseph Marvin Imperial ⋅ Yuyang Luo ⋅ Xiongxiao Xu ⋅ Baixiang Huang ⋅ Shanglin Wu ⋅ Lucas Resck ⋅ Yibo Wang ⋅ Yuqing Liu ⋅ Langzhou He ⋅ Chengze Li ⋅ Yuxin Tian ⋅ Kening Zheng ⋅ Enze Ma ⋅ Boi Huynh ⋅ Zheng Hui ⋅ Rui Yang ⋅ Tao Feng ⋅ Jie Yang ⋅ Shanghao Li ⋅ Haoran Wang ⋅ Wooseong Yang ⋅ Hanrong Zhang ⋅ Huanhuan Ma ⋅ Daye Yoon ⋅ Yaozu Wu ⋅ Shikan Lian ⋅ Xiaoqian Ruan ⋅ Fangxin Wang ⋅ Hyeonjeong Park ⋅ Hins Hu ⋅ Wenzhe Fan ⋅ Chen Wang ⋅ Yifan Gu ⋅ Dongyuan Li ⋅ Song Wang ⋅ Aylin Caliskan ⋅ Jindong Wang ⋅ Xiao Luo ⋅ Yankai Chen ⋅ Kai Shu ⋅ Steve Liu ⋅ Philip S Yu
[ OpenReview] 
Poster
None
Making LoRA Identifiable: Orthogonal Alignment for Continual Learning
Pratik Singh ⋅ Mohammadi Zaki ⋅ Akash Saha ⋅ Aneesh Mukkamala ⋅ Pankaj Wasnik
[ OpenReview] 
Poster
None
RoboWits: Unexpected Challenges for Robotic Creative Problem Solving
Chunru Lin ⋅ Hongxin Zhang ⋅ Fenghao Yu ⋅ Zhehuan Chen ⋅ Tom Griffiths ⋅ Yejin Choi ⋅ David Held ⋅ Chuang Gan
[ OpenReview] 
Poster
None
WTF?! Simulation-Free Reinforcement Learning with Wasserstein-Tilted Flow Maps
Abbas Mammadov ⋅ Jerry Y Huang ⋅ Justin Lin ⋅ Partha Kaushik ⋅ Sheel Shah ⋅ Kartik Nair ⋅ Yee Whye Teh ⋅ Nicholas Boffi
[ OpenReview] 
Poster
None
Calibrated Target Noise Recovers Curvature from the Gradients
Arash Jamshidi ⋅ Katsiaryna Haitsiukevich ⋅ Aristides Gionis ⋅ Kai Puolamäki
[ OpenReview] 
Poster
None
Exact Posterior Score Estimation for Solving Linear Inverse Problems
Abbas Mammadov ⋅ Ozgur Kara ⋅ Kaan Oktay ⋅ Iskander Azangulov ⋅ Adil K Akan ⋅ Hyungjin Chung ⋅ James Rehg ⋅ Yee Whye Teh
[ OpenReview] 
Poster
None
Beyond Expected Values: Risk-Sensitive Planning with Distributional Monte-Carlo Tree Search
Quynh Trinh ⋅ Trung Nguyen ⋅ Nam Nguyen ⋅ Tuan Dam
[ OpenReview] 
Poster
None
How Does Pruning Change Decisions in Large Language Models?
Jiang Li ⋅ Tian Lan ⋅ Chenxi Zhou ⋅ Zehua Duo ⋅ Xianpeng Shang ⋅ Guanglai Gao ⋅ Xiangdong Su
[ OpenReview] 
Poster
None
MaSC: A Masked Similarity Metric for Evaluating Concept-Driven Generation
Patryk Bartkowiak ⋅ Lennart Petersen ⋅ Bartosz Kotrys ⋅ Dominik L Michels ⋅ Soeren Pirk ⋅ Wojtek Palubicki
[ OpenReview] 
Poster
None
Temporal Slice Learning for AI-Generated Video Detection with 400× Fewer FLOPs
Wei Shang ⋅ Zhiyuan Li ⋅ Shengfeng He
[ OpenReview] 
Poster
None
Comparing Explanations is not Enough,Explain the Change: New Standards are Needed to Explain Behavioral Shifts in Large Language Models
Martino Ciaperoni ⋅ Marzio Di Vece ⋅ Roberto Pellungrini ⋅ Luca Pappalardo ⋅ Fosca Giannotti ⋅ Francesco Giannini
[ OpenReview] 
Poster
None
FoMo: Forking Moment in Generative Trajectory as a Perceptual Distance
Jaihyun Lew ⋅ Mingi Jung ⋅ Minjun Park ⋅ Wooseok Song ⋅ Sungroh Yoon
[ OpenReview] 
Poster
None
Embodied AI Cannot Scale Without Open-Source Distributed Geometric Optimization Backends for Life-Scale Egocentric Data
Senthil Palanisamy ⋅ Abhishek Anand ⋅ Satpal S Rathore ⋅ Pratyush K Patnaik ⋅ Shubhanshu Khatana
[ OpenReview] 
Poster
None
Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding
XIAO LIN ⋅ Xiaohu Huang ⋅ Kai Han
[ OpenReview] 
Poster
None
LowRankArena: A Standardized Evaluation Platform for SVD-Based LLM Compression
Zishan Shao ⋅ Lixun Zhang ⋅ Kangning Cui ⋅ Wenhao Wu ⋅ Jinhee Kim ⋅ Yixiao Wang ⋅ Ting Jiang ⋅ Hancheng Ye ⋅ Qinsi Wang ⋅ Fan Yang ⋅ Danyang Zhuo ⋅ Yiran Chen ⋅ Hai Li
[ OpenReview] 
Poster
None
ViCoR: Estimating Visual Necessity via Counterfactual Residuals for Multimodal Medical Data Selection
Haotian Gan ⋅ Yudong Li ⋅ Xintian Li ⋅ Jiarui Han ⋅ Weidong Tang
[ OpenReview] 
Poster
None
Addressable Memory for Video World Models
Xindi Wu ⋅ Sven Elflein ⋅ James Lucas ⋅ Olga Russakovsky ⋅ Laura Leal-Taixé ⋅ Despoina Paschalidou ⋅ Jonathan Lorraine ⋅ Aljosa Osep
[ OpenReview] 
Poster
None
Weighted Conformal Clustering
Anirban Nath ⋅ YoonHaeng Hur ⋅ Genevera Allen
[ OpenReview] 
Poster
None
Privacy Risk Scales with Effective Dimension in Federated Learning
MD MAMUNUR RASHID ⋅ Palash Uddin ⋅ Yong Xiang ⋅ Keshav Sood ⋅ Longxiang Gao
[ OpenReview] 
Poster
None
OperatorSHAP: Fast and Accurate Shapley Value Estimation for Neural Operators
Joshua Stiller ⋅ Santo Thies ⋅ Felix Czaja ⋅ Eyke Hüllermeier
[ OpenReview] 
Poster
None
Resilient Byzantine Agreement with Predictions
Julien Dallot ⋅ Darya Melnyk ⋅ Tijana Milentijević ⋅ Stefan Schmid ⋅ Patrik Welters
[ OpenReview] 
Poster
None
Robust Policy Optimization to Prevent Catastrophic Forgetting
Mahdi Sabbaghi ⋅ George J. Pappas ⋅ Adel Javanmard ⋅ Hamed Hassani
[ OpenReview] 
Poster
None
Cross-Distribution Generalization in Longitudinal Behavioral Data Through Frozen Coherence Constraints
Ahatsham Hayat ⋅ Mohammad Hasan
[ OpenReview] 
Poster
None
GUARD: Scalable Gradient-based Unlearning with Adversarial Robustness Defense
Xuechao Lan ⋅ Wenmin Li ⋅ Sujuan Qin ⋅ Zhengping Jin ⋅ Fei Gao
[ OpenReview] 
Poster
None
STEMFly: Enhancing UAV Vision-Language Navigation via Sensor Grounding, Temporal Diversity and Episodic Memory
Guangdao Zhu ⋅ Xu Chen ⋅ Shuhong Hou ⋅ Weili Guan ⋅ Bin Chen ⋅ Yaowei Wang ⋅ Xiang Deng
[ OpenReview] 
Poster
None
DiA: Directional Adapter
Ashish Singh ⋅ Prakash C Chhipa
[ OpenReview] 
Poster
None
Heterogeneous Judge-Aware Ranking with Sensitivity, Disagreement, and Confidence
Shibo Yu ⋅ Yingzhou Wang ⋅ Yan Chen ⋅ Guodong Li ⋅ Jin-Hong Du
[ OpenReview] 
Poster
None
Simplicity is Enough: ReAct Agents for Prompt Optimization
Andrei Rusu ⋅ Andrei Dumitrescu ⋅ Adrian C Badea ⋅ Cosmin Maria ⋅ Ion-Marian Anghelina ⋅ Bai Li ⋅ Tomasz L Religa ⋅ Dragos H Bobolea
[ OpenReview] 
Poster
None
Minimally Invasive Steering of Language Models
Taha Entesari ⋅ Jingyu (Jack) Zhang ⋅ Daniel Khashabi ⋅ Mahyar Fazlyab
[ OpenReview] 
Poster
None
KV Cache Compression via Attention Output Distortion Minimization
Yi Wang ⋅ Yixuan Cao ⋅ Qiang Ding ⋅ Zelin Gao ⋅ Ping Luo
[ OpenReview] 
Poster
None
QT-Net: Rethinking Evaluation of AI Models in Atomic Chemical Space
Pablo Martínez Crespo ⋅ Stefano Ribes ⋅ Martin Rahm ⋅ Richard Johannes Maximilian Beckmann ⋅ Robert Jordan ⋅ Marisa Gliege ⋅ Santiago Miret ⋅ Vijay K Narasimhan ⋅ Rocío Mercado
[ OpenReview] 
Poster
None
Constrained Graph Clustering: A Spectral Algorithm with Generalized Eigenvectors
Shihong Song ⋅ He Sun
[ OpenReview] 
Poster
None
Proportionality in Ranking Compression
Daniel Halpern ⋅ Xinyu Liu ⋅ Evi Micha ⋅ Yu P Ng ⋅ Warut Suksompong
[ OpenReview] 
Poster
None
MainFL: Intertemporal Data Valuation for Robust Auction-based Federated Learning
Bangqi Pan ⋅ Yun Xin ⋅ Jianfeng Lu ⋅ Gang Li ⋅ Shuqin Cao ⋅ Zhou Chendi
[ OpenReview] 
Poster
None
STAR: Boosting Time Series Foundation Models for Anomaly Detection Through State-Aware Adapter
Hanyin Cheng ⋅ Ruitong Zhang ⋅ Yuning Lu ⋅ Yang Shu ⋅ Peng Chen ⋅ Yuan Jun ⋅ Meng Wang ⋅ Bin Yang ⋅ Chenjuan Guo
[ OpenReview] 
Poster
None
Lifting Biomolecular Data Acquisition
Eli N Weinstein ⋅ Andrei Slabodkin ⋅ Mattia G Gollub ⋅ Kerry Dobbs ⋅ Xiao-Bing Cui ⋅ Fang zhang ⋅ Kristina Gurung ⋅ Elizabeth B Wood
[ OpenReview] 
Poster
None
Adaptive Target-Charging with Privacy Filters and Individual Accounting
Peihan Liu ⋅ Alison Caulfield ⋅ Mark Chen ⋅ Rachel Cummings ⋅ Roxana Geambasu ⋅ Mathias Lécuyer ⋅ Pierre Tholoniat
[ OpenReview] 
Poster
None
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
Hao Dong ⋅ Hongzhao Li ⋅ Shupan Li ⋅ Muhammad Haris Khan ⋅ Eleni Chatzi ⋅ Olga Fink
[ OpenReview] 
Poster
None
Trainable Topology Supervision under Structurally Unreliable Pseudo Supervision
Jieyang Zhou ⋅ Ziliang Wang ⋅ Bin Hu ⋅ ying yang ⋅ Aoli He ⋅ Xianhong Wen ⋅ Kehua Guo
[ OpenReview] 
Poster
None
NPUsper: Eliminating Redundant Computation for Real-Time Whisper on Mobile NPUs
Hojeong Lee ⋅ Si H Lee ⋅ Sungwon Woo ⋅ Chengpo Yan ⋅ Suman Banerjee ⋅ Seyeon Kim
[ OpenReview] 
Poster
None
Practical Non-Stationary Graph Gaussian Processes
Senanayak Sesh Kumar Karri ⋅ Viacheslav (Slava) Borovitskiy
[ OpenReview] 
Poster
None
Understanding the Curse of Unrolling
Sheheryar Mehmood ⋅ Florian Knoll ⋅ Peter Ochs
[ OpenReview] 
Poster
None
Hyperparameter Transfer for Dense Associative Memories
Roi Holtzman ⋅ Dmitry Krotov ⋅ Boris Hanin
[ OpenReview] 
Poster
None
Causal Gradient Steering: Exposing Shortcut Gradients by Destroying Causal Signal
Ahmed Radwan ⋅ Ahmad Abdel-Qader ⋅ Mahmoud Soliman ⋅ Omar Abdelaziz ⋅ Ahmed Elgazwy ⋅ Shan Du ⋅ Mohamed S Shehata
[ OpenReview] 
Poster
None
The Sign Code: The Hidden Binary Nature of Deep Networks
Niclas A Göring ⋅ Shuofeng Zhang ⋅ Roi Holtzman ⋅ yoonsoo nam ⋅ Ard Louis
[ OpenReview] 
Poster
None
ExoC2T: An exogenous-driven spatio-temporal learning framework for cross-city transfer
Hailong Yu ⋅ Zhengyang Zhou ⋅ Liwen Zhang ⋅ Qihe Huang ⋅ Kuo Yang ⋅ Yudong Zhang ⋅ Yang Wang
[ OpenReview] 
Poster
None
Full-Sequence Masked Diffusion for Generative Recommendation
Lei Chen ⋅ Wei Zibo
[ OpenReview] 
Poster
None
MJ: Multi-turn LLM Jailbreaking via Decomposed Credit Assignment
Junyoung Park ⋅ Namgyu Park ⋅ Sechan Lee ⋅ Yoon-Chan Jhi ⋅ Jihoon Cho ⋅ Sangdon Park
[ OpenReview] 
Poster
None
Flowette: Flow Matching with Graphette Priors for Graph Generation
Asiri Wijesinghe ⋅ Sevvandi Kandanaarachchi ⋅ Daniel M Steinberg ⋅ Cheng Soon Ong
[ OpenReview] 
Poster
None
EnvTrap: Revealing the Environment-Only Attack Surface in Embodied AI via Consequence-Blind Action Execution
Zehao Liu ⋅ Huashuo Lei ⋅ Xi Lin ⋅ Haoang Li ⋅ Yuliang Chen ⋅ Huarui Zhang ⋅ Yifan Wang
[ OpenReview] 
Poster
None
Joint protein, mRNA, DNA sequence design and optimization with nucleotide-level Potts models
Blazej Banaszewski ⋅ Lars J Dornfeld ⋅ Dexiong Chen ⋅ Karsten Borgwardt ⋅ Lukas F Milles
[ OpenReview] 
Poster
None
Nearly Optimal Bounds for Orthogonal Trace-Sum Maximization
Xiao Yiheng ⋅ Huikang Liu
[ OpenReview] 
Poster
None
Controllable Road Marking Generation
Joey Cai ⋅ Yufan Zhang ⋅ Ruichen Tan ⋅ Zengxiang Lei ⋅ Satish Ukkusuri
[ OpenReview] 
Poster
None
GeoWind2Plan: Mission-Time 3D Urban Wind Prediction for Energy-Efficient UAV Planning
Shaoxiang Qin ⋅ Xiongye Xiao ⋅ Yucheng Zhao ⋅ Fuyuan Lyu ⋅ Di Zhou ⋅ Jiachen Yao ⋅ Steve Liu ⋅ Animashree Anandkumar ⋅ Liangzhu L Wang
[ OpenReview] 
Poster
None
The Heavy Hitter Oracle: Enhancing Frequency Estimation in Skewed Data Streams
Lisa Schmierer ⋅ Ioana-Oriana Bercea
[ OpenReview] 
Poster
None
Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty
Sarina Penquitt ⋅ Jonathan Klees ⋅ Antonia van Betteray ⋅ Parssa Jashnieh ⋅ Peter Stehr ⋅ Matthias Rottmann ⋅ Lars Schmarje
[ OpenReview] 
Poster
None
Auditing Single-Query Recoverability in Self-Supervised Representations
zirui wang ⋅ Guangqiang He ⋅ PangWu ⋅ Peng Wang ⋅ Zhenfeng Li ⋅ Xianxiang Chen ⋅ Lidong Du ⋅ Zhen Fang
[ OpenReview] 
Poster
None
Chatter Attack: Resource Consumption Attack for Large Language Models
Yibo Miao ⋅ Yichuan Cao ⋅ Xiao-Shan Gao ⋅ Yinpeng Dong
[ OpenReview] 
Poster
None
MoSE3: Learning World-Space SE(3) at Every Pixel
Jiahuan Cheng ⋅ Zhiyi Li ⋅ Tian Xia ⋅ Ruojin Cai ⋅ Yilun Du ⋅ Qianqian Wang
[ OpenReview] 
Poster
None
Benchmark Shadows: How Data Regimes Shape Parameter Footprints and Generalization
Hongjian Zou ⋅ Yidan Wang ⋅ dingqi ⋅ Yixuan Liao ⋅ xiaoxin chen
[ OpenReview] 
Poster
None
Unified Generative-Predictive Modeling for 4D Scene Understanding
Amani Kiruga ⋅ Zhiyi Li ⋅ Ruojin Cai ⋅ Hansen Lillemark ⋅ Xiaoshan Wu ⋅ Ayush Tewari ⋅ Yilun Du
[ OpenReview] 
Poster
None
Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents
Hao Wang ⋅ Guozhi Wang ⋅ Han Xiao ⋅ YufengZhou ⋅ Yue Pan ⋅ Jichao Wang ⋅ Ke Xu ⋅ yafei wen ⋅ Xiaohu Ruan ⋅ xiaoxin chen ⋅ Honggang Qi
[ OpenReview] 
Poster
None
$\mathbf{D^{3}S^{2}}$: Diffusion-Guided Dataset Distillation for Semantic Segmentation
Wenjie Zheng ⋅ Haoji Hu ⋅ Jiali Lu ⋅ Xingze Zou ⋅ Jing Wang
[ OpenReview] 
Poster
None
A Unified Approach for Computing Wasserstein Barycenters of Discrete and Continuous Measures
Peng Xu ⋅ Changbo Zhu ⋅ Xiaohui Chen
[ OpenReview] 
Poster
None
TaxaAdapter: Scaling Fine-grained Species Image Generation To the Tree of Life
Mridul Khurana ⋅ Amin Karimi Monsefi ⋅ Justin Lee ⋅ Medha Sawhney ⋅ David Carlyn ⋅ Julia Chae ⋅ Jianyang Gu ⋅ Rajiv Ramnath ⋅ Sara Beery ⋅ Wei-Lun (Harry) Chao ⋅ Anuj Karpatne ⋅ Cheng Zhang
[ OpenReview] 
Poster
None
TasteBench: multimodal benchmark for sensory prediction, from molecules to sustainable foods
Anna Thomas ⋅ Sohum Patnaik ⋅ Caroline Cotto ⋅ Benjamin Sanchez-Lengeling
[ OpenReview] 
Poster
None
Speak Early: Speculative Speech Generation for Low-Latency SpeechLLMs
Tianyuan Jiang ⋅ Yongheng Deng ⋅ Ju Ren
[ OpenReview] 
Poster
None
Same Words, Different Judgments: How Preferences Vary Across Modalities
Aaron Broukhim ⋅ Nadir Weibel ⋅ Eshin Jolly
[ OpenReview] 
Poster
None
LiBrA-Net: Lie-Algebraic Bilateral Affine Fields for Real-Time 4K Video Dehazing
Yongcong Wang ⋅ Chengchao Shen ⋅ Guangwei Gao ⋅ Wei Wang ⋅ Pengwen Dai ⋅ Dianjie Lu ⋅ Guijuan Zhang ⋅ Zhuoran Zheng
[ OpenReview] 
Poster
None
CIG: Exploration via Conditional Information Gain
Tim Joseph ⋅ Marcus Fechner ⋅ Philipp Stegmaier ⋅ Karam Daaboul ⋅ Marius Zöllner
[ OpenReview] 
Poster
None
Efficient Off-Policy RL for Video Generation via Forward-Consistent Reward Matching
Hongzheng Yang ⋅ Mengyang LIU ⋅ Haoxuan Wu ⋅ Kun Li ⋅ Yuzhi Zhao ⋅ Wei Liu
[ OpenReview] 
Poster
None
BSTabDiff: Block-Subunit Diffusion Priors for High-Dimensional Tabular Data Generation
Al Zadid Sultan Bin Habib ⋅ Md Younus Ahamed ⋅ Prashnna K Gyawali ⋅ Gianfranco Doretto ⋅ Donald A Adjeroh
[ OpenReview] 
Poster
None
ROAR: Benchmarking LMM Agents under Real-Time Constraints in Multiplayer Action-Shooter Games
DAWEI WANG ⋅ Di Zhao ⋅ Jianran Yu ⋅ CHENGMING ZHOU ⋅ Marci Chi ⋅ Xiaoyang Liu ⋅ BEINING ZHANG ⋅ Shuliang Chu ⋅ Yun Sing Koh ⋅ Gary Ushaw ⋅ Richard Davison
[ OpenReview] 
Poster
None
HyperTransport: Amortized Conditioning of T2I Generative Models
Valentino Maiorca ⋅ Eleonora Gualdoni ⋅ Xavier Suau ⋅ Marco Cuturi ⋅ Luca Zappella ⋅ Pau Rodriguez
[ OpenReview] 
Poster
None
Assessing Sample Quality in Conditional Generation under Compositional Shift
Berker Demirel ⋅ Valentino Maiorca ⋅ Marco Fumero ⋅ Theofanis Karaletsos ⋅ Francesco Locatello
[ OpenReview] 
Poster
None
Which Tokens to Merge? Diffusion Dynamics for Efficient Image Generation
SeungJu Cha ⋅ Ye-Chan Kim ⋅ HyunGee Kim ⋅ Sungho Koh ⋅ Dong-Jin Kim
[ OpenReview] 
Poster
None
ReVMap: Vectorized Global Mapping via Connectivity-Aware Local Map Fusion
Hongjae Shin ⋅ Jungho Kim ⋅ Donghyuk Kwak ⋅ Myeongjun Kim ⋅ Seunghoon Yu ⋅ Jiyong Oh ⋅ Jun Won Choi
[ OpenReview] 
Poster
None
Towards Optimism-Pessimism Trade-off in Model-based Offline-to-Online Reinforcement Learning
Guochen Zhou ⋅ Yijun Yang ⋅ Qiqi Duan ⋅ Qing Su ⋅ Weiming Ou ⋅ Li Shen ⋅ Shihao Ji ⋅ Yuhui Shi ⋅ Zhisong Zhang
[ OpenReview] 
Poster
None
Knowledge Transfer Scaling Laws for 3D Medical Imaging
Ho Hin Lee ⋅ Dongna Du ⋅ Chu Wang ⋅ Yuankai Huo ⋅ Shi Gu ⋅ James Gee ⋅ Yifan Wu
[ OpenReview] 
Poster
None
EMA-Nesterov: Stabilizing Nesterov's Lookahead for Accelerated Deep Learning Optimization
Chung-Yiu Yau ⋅ Dawei Li ⋅ Athanasios Glentis ⋅ Valentyn Boreiko ⋅ Hoi-To Wai ⋅ Mingyi Hong
[ OpenReview] 
Poster
None
3D-VITAL: Visibility-aware Identity Training from Artificial Liftings of 3D Reconstruction model for Cross-View Object Re-Identification
William Grolleau ⋅ Astrid Sabourin ⋅ Guillaume Lapouge ⋅ Catherine Achard
[ OpenReview] 
Poster
None
What Stops SGD on LLM Pre-Training: The Need for Large Learning Rate and How to Achieve it
Athanasios Glentis ⋅ Chung-Yiu Yau ⋅ Dawei Li ⋅ Mingyi Hong
[ OpenReview] 
Poster
None
Calibrating Agentic LLMs for Clinical Prediction
Zheqi Lv ⋅ Fuying Ding ⋅ Meihan Wei ⋅ Haoyang Li ⋅ Christos Faloutsos ⋅ Fei Wang ⋅ Chengxi Zang
[ OpenReview] 
Poster
None
Hierarchical World Models with Implicit Dynamics
Gaoyue Zhou ⋅ Yvonne Wu ⋅ Zichen Cui ⋅ Nicolas Ballas ⋅ Mahmoud Assran ⋅ Lerrel Pinto ⋅ Yann LeCun
[ OpenReview] 
Poster
None
Breaking Noise Shortcuts in Self-Supervised Learning via Noise-Aligned View Generation
Oankar R Patil ⋅ May Dongmei Wang
[ OpenReview] 
Poster
None
Flow Matching for Offline Reinforcement Learning with Discrete Actions
Fairoz N Khan ⋅ Nabuat Z Nahim ⋅ Ruiquan Huang ⋅ Haibo Yang ⋅ Peizhong Ju
[ OpenReview] 
Poster
None
Spatial Representation Distillation and Knowledge Routing for Vision-Language-Action Models
Jungin Park ⋅ Chaoran Zhu ⋅ Changjae Oh ⋅ Kwanghoon Sohn
[ OpenReview] 
Poster
None
GenRecon: Bridging Generative Priors for Multi-View 3D Scene Reconstruction
Katharina Schmid ⋅ Nicolas von Lützow ⋅ Angela Dai ⋅ Jozef Hladký ⋅ Matthias Niessner
[ OpenReview] 
Poster
None
Coupled Guidance for Flow Matching
Mateo Clémente ⋅ Leo Brunswic ⋅ Yang ⋅ Amir Rasouli
[ OpenReview] 
Poster
None
PhysDNet: Physics-Driven Gradient Amplification for Real-Time Image Dehazing
Rayen Dhahri ⋅ Lei Sun ⋅ Victor J Morinigo ⋅ Alice Pagnoux ⋅ Luca Benini ⋅ Danda Pani Paudel ⋅ Luc V Gool
[ OpenReview] 
Poster
None
Jointly Robust Fairness: Overcoming Simultaneous Label and Attribute Noise
Gaurav Jain
[ OpenReview] 
Poster
None
SIRAS: Sibling-Relative Advantage Shaping for Reinforcement Learning from Verifiable Rewards
Zairun Yang ⋅ Jun Xu ⋅ Lei Liang ⋅ Huajun Chen ⋅ Qiang Zhang
[ OpenReview] 
Poster
None
Benchmarking Vietnamese Legal Knowledge of Large Language Models
Dong N Tien ⋅ Nguyen A Minh ⋅ Thanh D Hoang ⋅ Nguyen T Ngoc ⋅ Quang M Xuan ⋅ Phan P Hai ⋅ Nguyen T Anh ⋅ Binh Vu ⋅ Dung Le
[ OpenReview] 
Poster
None
Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing
Jie Jiang ⋅ xing sun ⋅ ruotian Chen ⋅ Jianan Su ⋅ Kaixin Shen
[ OpenReview] 
Poster
None
Benchmarking Sensor-Fault Robustness in Forecasting
Alexander Windmann ⋅ Philipp Wittenberg ⋅ Gianluca Manca ⋅ Marcel Dix ⋅ Jens U. Brandt ⋅ Oliver Niggemann
[ OpenReview] 
Poster
None
No More, No Less: Task Alignment in Terminal Agents
Sina Mavali ⋅ David Pape ⋅ Jonathan Evertz ⋅ Samira Abedini ⋅ Devansh Srivastav ⋅ Thorsten Eisenhofer ⋅ Sahar Abdelnabi ⋅ Lea Schönherr
[ OpenReview] 
Poster
None
CLEF: EEG Foundation Models for Learning Clinical Semantics
Peng Cao ⋅ Ali Mirzazadeh ⋅ Jong W Lee ⋅ Aleksandar Videnovic ⋅ Dina Katabi
[ OpenReview] 
Poster
None
Posterior-Tracking for Best-Arm Identification in Bernoulli Bandits
Kaito Ariu ⋅ Junpei Komiyama
[ OpenReview] 
Poster
None
Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency
Zhikai Wang ⋅ Jiashuo Sun ⋅ Wenqi Zhang ⋅ Zhiqiang Hu ⋅ Xin Li ⋅ Deli Zhao
[ OpenReview] 
Poster
None
Revealing Epistemic Uncertainty in MLLMs via Causal-Invariant Masking
Haoyang Luo ⋅ Linwei Tao ⋅ Jie Gui ⋅ Xinghao Chen ⋅ Chang Xu ⋅ Jianyuan Guo ⋅ Minjing Dong
[ OpenReview] 
Poster
None
Beyond Unidirectional: Unsupervised Trajectory Learning for Omnidirectional Controllable Underwater Image Enhancement
Xiaofeng Cong ⋅ Xuhao Guo ⋅ Kang Zheng ⋅ Yu-Xin Zhang ⋅ Jie Gui
[ OpenReview] 
Poster
None
Strategic Decision Support for AI Agents
Shayan Kiyani ⋅ Sima Noorani ⋅ George J. Pappas ⋅ Hamed Hassani
[ OpenReview] 
Poster
None
The Platonic Defense: Backdoor Defense for Self-Supervised Encoders in the Era of Large Scale Pre-training
Tuo Chen ⋅ Minjing Dong ⋅ Benlei Cui ⋅ Jian liu ⋅ Jie Gui
[ OpenReview] 
Poster
None
Geometric Gain Graph: Zero-Token Graph Construction for Multi-Hop RAG
Zeliang Li ⋅ Xiaofen Xing ⋅ Wenyu Tao ⋅ Kailing Guo ⋅ Xiangmin Xu
[ OpenReview] 
Poster
None
MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image
Alan Arazi ⋅ Eilam Shapira ⋅ Shoham Grunblat ⋅ Mor Ventura ⋅ Elad Hoffer ⋅ Gioia Blayer ⋅ David Holzmüller ⋅ Lennart Purucker ⋅ Gael Varoquaux ⋅ Frank Hutter ⋅ Roi Reichart
[ OpenReview] 
Poster
None
FreshMem: Brain-Inspired Frequency-Space Hybrid Memory for Streaming Video Understanding
Kangcong Li ⋅ Peng Ye ⋅ Lin Zhang ⋅ Chao Wang ⋅ Huafeng Qin ⋅ Jiayuan Fan ⋅ Tao Chen
[ OpenReview] 
Poster
None
EventPrune: Cascaded Event-Assisted Token Pruning for Efficient First-Person Dynamic Spatial Reasoning
Pengtao Ma ⋅ Ziliang Zhou ⋅ Ciyu Ruan ⋅ Haoyang Wang ⋅ kaiyuan Li ⋅ Zihang GONG ⋅ Wenhua Ding ⋅ Chen Gao ⋅ Jingao Xu ⋅ Xinlei Chen
[ OpenReview] 
Poster
None
Normalized Friedkin–Johnsen Opinion Dynamics
Runze Zhang ⋅ Gengyu Wang ⋅ Zhongzhi Zhang
[ OpenReview] 
Poster
None
Beyond IPS: Reliable Counterfactual Evaluation in Multi-Stage Ad Systems without Logged Propensities
Mohsen Malmir ⋅ Mohamed A Radwan ⋅ houssam nassif ⋅ Murat Bayir
[ OpenReview] 
Poster
None
CompleteRXN: Toward Completing Open Chemical Reaction Databases
Gabriel Vogel ⋅ Minouk T Noordsij ⋅ Evgeny A Pidko ⋅ Jana M. Weber
[ OpenReview] 
Poster
None
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation
jun wang ⋅ Fengpeng Li ⋅ Tianjin Huang ⋅ Hang Dong ⋅ Wei Han
[ OpenReview] 
Poster
None
CoilStellaration: A Dataset and Benchmark for Engineering-Aware Stellarator Coilset Generation
Jan-Hendrik Ewers ⋅ Santiago Cadena ⋅ Nicolò Foppiani ⋅ Andrea Merlo
[ OpenReview] 
Poster
None
SaMA: Morpho Adaptation via Asymmetric Expansion of Kronecker Product
An V Nguyen ⋅ Anh Tong
[ OpenReview] 
Poster
None
Dyna-Style Safety Augmented Reinforcement Learning: Staying Safe in the Face of Uncertainty
Artur Eisele ⋅ Bernd Frauenknecht ⋅ Friedrich Solowjow ⋅ Sebastian Trimpe
[ OpenReview] 
Poster
None
spora: A Unified Multimodal Dataset for Spatial Proteomics
Benedikt von Querfurth ⋅ Eeshaan Jain ⋅ Johann Wenckstern ⋅ Lukas Klein ⋅ Phil F Cheng ⋅ Yexiang Cheng ⋅ Cédric Vincent-Cuaz ⋅ Pascal Frossard ⋅ Martina Haberecker ⋅ Andreas Wicki ⋅ Olivier Michielin ⋅ Charlotte Bunne
[ OpenReview] 
Poster
None
Improved Weakly Supervised Semantic Segmentation with A Relationally Optimized Prototype Memory Bank Framework
Xiang Zhong ⋅ Qiudan Zhang ⋅ Jianmin Jiang
[ OpenReview] 
Poster
None
FrameVGGT: Coherence-Preserving Memory for Bounded Streaming Geometry
Zhisong Xu ⋅ Takeshi Oishi
[ OpenReview] 
Poster
None
PO-PDDL: Learning Symbolic POMDPs from Visual Demonstrations for Robot Planning Under Uncertainty
Wenjing Tang ⋅ Jin Xuanjin ⋅ Yuan Liu ⋅ RenMing Huang ⋅ Cewu Lu ⋅ Panpan Cai
[ OpenReview] 
Poster
None
PatchScout: Thematic Web Data Collection via Information Foraging
Michael West ⋅ Eduard Dragut
[ OpenReview] 
Poster
None
Aligning MLLMs with the Latent Structure of Human Cognition via Behavior-Derived Semantic Dimensions
Ning E ⋅ Changde Du ⋅ Yizhuo Lu ⋅ Huiguang He
[ OpenReview] 
Poster
None
Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence
Runmao Yao ⋅ Kairui Hu ⋅ Yukang Cao ⋅ Ruisi Wang ⋅ Shulin Tian ⋅ Ziang Cao ⋅ Weichen Fan ⋅ Ziqi Huang ⋅ Yuhao Dong ⋅ Hao Li ⋅ Zhaoxi Chen ⋅ Zhongang Cai ⋅ Lei Yang ⋅ Ziwei Liu
[ OpenReview] 
Poster
None
SpatialBench: Is Your Spatial Foundation Model an All-Round Player
Haosong Peng ⋅ Hao Li ⋅ jiaqi chen ⋅ Yuhao Pan ⋅ Runmao Yao ⋅ Yalun Dai ⋅ Fushuo Huo ⋅ Fangzhou Hong ⋅ Zhaoxi Chen ⋅ Haozhao Wang ⋅ Dingwen Zhang ⋅ Ziwei Liu ⋅ Wenchao Xu
[ OpenReview] 
Poster
None
PACE: Two-Timescale Self-Evolution for Small Language Model Agents
Chen Ling ⋅ Pei Chen ⋅ Xiangchen Guan ⋅ Jiaming Qu ⋅ Shayan Ali Akbar ⋅ Madhu Gopinathan ⋅ Erwin Cornejo
[ OpenReview] 
Poster
None
Neural Scaling Laws in Particle Jets
Matthias Vigl ⋅ Nikita Pond ⋅ Nicole Hartman ⋅ Jackson Barr ⋅ Daniel H Guest ⋅ Alexander Froch ⋅ Michele D'Andrea ⋅ Dmitrii Kobylianskii ⋅ Daniel Murnane ⋅ Robert Les ⋅ Sebastien Rettie ⋅ Diptaparna Biswas ⋅ Michael Kagan ⋅ Lukas Heinrich
[ OpenReview] 
Poster
None
Auction-Based Online Policy Adaptation for Evolving Objectives
Guruprerana Shabadi ⋅ Kaushik Mallik
[ OpenReview] 
Poster
None
EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models
QIWEI ZENG ⋅ Hao Wang ⋅ Jinghao Lin ⋅ Shuchang Ye ⋅ Yuezhe Yang ⋅ Yige Peng ⋅ Haoyuan Che ⋅ Jinman Kim ⋅ Lei Bi
[ OpenReview] 
Poster
None
NeuralFieldManifold: Reconstruction of LFP manifold with Lag Embedding
Kasra Fallah ⋅ Haoyu N Chen ⋅ Rudramani Singha ⋅ Eunji Kong ⋅ Gergely Turi ⋅ Attila Losonczy ⋅ Erfan Zabeh
[ OpenReview] 
Poster
None
Learning inexact alternating minimization
Paul Häusner ⋅ Jevgenija Rudzusika ⋅ Jens Sjölund ⋅ Ozan Öktem
[ OpenReview] 
Poster
None
TF-PRVR: Training-Free Partially Relevant Video Retrieval for Real-World Generalization
Giyeol Kim ⋅ Chanho Eom
[ OpenReview] 
Poster
None
GraphIP–Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It?
Kaixiang Zhao ⋅ Bolin Shen ⋅ Yuyang Dai ⋅ Shayok Chakraborty ⋅ Yushun Dong
[ OpenReview] 
Poster
None
Reviving the Discarded High-Resolution Feature for Transformer-Based Tiny Object Detection
Zehao Wang ⋅ Si Wu ⋅ GUIPING CAO ⋅ Xin Li ⋅ Yaowei Wang
[ OpenReview] 
Poster
None
ForceFlow: Learning to Feel and Act via Contact-Driven Flow Matching
Shuoheng Zhang ⋅ Yifu Yuan ⋅ Hongyao Tang ⋅ YAN ZHENG ⋅ Qiaojun Yu ⋅ Pengyi Li ⋅ Guowei Huang ⋅ Helong Huang ⋅ Xingyue Quan ⋅ Jianye Hao
[ OpenReview] 
Poster
None
Practical Adversarial Attacks on Stochastic Bandits via Fake Data Injection
Qirun Zeng ⋅ Eric He ⋅ Richard Hoffmann ⋅ Xuchuang Wang ⋅ Jinhang Zuo
[ OpenReview] 
Poster
None
Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models
Yifu Yuan ⋅ Yaoting Huang ⋅ Xianze Yao ⋅ Shuoheng Zhang ⋅ Linqi Han ⋅ Yutong Li ⋅ Pengyi Li ⋅ Jiangeng Sun ⋅ Wenting Jia ⋅ Yucheng Hu ⋅ YuHao Liu ⋅ Ruihao Liao ⋅ Qiyu Wu ⋅ Yuxiao Li ⋅ zhao zhang ⋅ Zibin Dong ⋅ Fei Ni ⋅ YAN ZHENG ⋅ Shuyang Gu ⋅ Yi Ma ⋅ Hongyao Tang ⋅ Han Hu ⋅ Jianye Hao
[ OpenReview] 
Poster
None
LLMs Keep Thinking When Told Not To
Dianqiao Lei ⋅ Kevin Qinghong Lin ⋅ Pan Lu ⋅ Philip Torr ⋅ James Zou
[ OpenReview] 
Poster
None
KL for a KL: On-Policy Distillation with Control Variate Baseline
Minjae Oh ⋅ Sangjun Song ⋅ Gyubin Choi ⋅ Yunho Choi ⋅ Yohan Jo
[ OpenReview] 
Poster
None
BoardGameArena: A Multi-Dimensional Benchmark for Strategic Reasoning of LLMs in Board Games
Wenxiao Zhao ⋅ Shu Wang ⋅ Renxi Wang ⋅ Yi Yi ⋅ Yasi Zhang ⋅ Chengyuan Ma ⋅ Deqian Kong ⋅ Pan Lu ⋅ Ying Nian Wu ⋅ Benjamin Yao
[ OpenReview] 
Poster
None
AnalogToBi: Device-Level Analog Circuit Topology Generation via Bipartite Graph and Grammar Guided Decoding
Seungmin Kim ⋅ Mingun Kim ⋅ Yuna Lee ⋅ Yulhwa Kim
[ OpenReview] 
Poster
None
Expected Harm: Rethinking Safety Evaluation of (Mis)Aligned LLMs
Yen-Shan Chen ⋅ Zhi Rui Tam ⋅ Cheng-Kuang Wu ⋅ Yun-Nung (Vivian) Chen
[ OpenReview] 
Poster
None
HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement
Yiyang Cai ⋅ Nan Chen ⋅ Rongchang Xie ⋅ Junwen Pan ⋅ Chunyang Jiang ⋅ Cheng CHEN ⋅ Chang Liu ⋅ Zhenbang Sun ⋅ Wei Xue ⋅ Wenhan Luo ⋅ Yike Guo
[ OpenReview] 
Poster
None
AdDirector: Anchored Guidance for Generating Camera-Controllable Advertisement Videos
Shiyue Zhang ⋅ Zheng Chong ⋅ Xiangkun Shi ⋅ Xiaojian Lin ⋅ Junwen Pan ⋅ Nan Chen ⋅ Cheng CHEN ⋅ Chang Liu ⋅ Hanhui Li ⋅ Xiaodan Liang
[ OpenReview] 
Poster
None
CPA: Efficient and Stable FP4 RL Training via Cross-Precision Alignment
Gu Gong ⋅ Yining Wei ⋅ Yuechen Tao ⋅ Tianyuan Wu ⋅ Peijie Dong ⋅ Ruibo FAN ⋅ Wenhu Hu ⋅ Yinghao Yu ⋅ Jiamang Wang ⋅ Wenbo Su ⋅ Guodong Yang ⋅ Liping Zhang ⋅ Wei Wang ⋅ Xiaowen Chu
[ OpenReview] 
Poster
None
Breaking the Synthesis Barrier for AI-Designed DNA Libraries
Scott Sussex ⋅ Ema Borevković ⋅ Frederieke Lohmann ⋅ Ningning Chen ⋅ Elena Luethi ⋅ Sai Reddy ⋅ Andreas Krause
[ OpenReview] 
Poster
None
Safeguarding LLMs via Model-Agnostic Latent Safety Signals from Dark Knowledge
Wonjun Lee ⋅ Kyungsik Yang ⋅ Gaeun Ji ⋅ Vaidehi Patil ⋅ Haon Park ⋅ Bumsub Ham ⋅ Mohit Bansal ⋅ Suhyun Kim
[ OpenReview] 
Poster
None
MMA-SafetyBench: A Benchmark for Multimodal Agent Safety Evaluation
Yuke Wang ⋅ Benlei Cui ⋅ Shen Pang ⋅ Xuemei Dong ⋅ Longtao Huang ⋅ Hui Xue' ⋅ Yuwen Zhai ⋅ Junjie Li ⋅ Jingqun Tang ⋅ Haiwen Hong
[ OpenReview] 
Poster
None
SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring
Chunxiao Li ⋅ Yuan Xiong ⋅ Lijun Li ⋅ Tianyi Du ⋅ Wenlong Zhang ⋅ LEI BAI ⋅ Jing Shao
[ OpenReview] 
Poster
None
Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations
Xinshun Feng ⋅ Ziqi Miao ⋅ Lijun Li ⋅ Jing Shao
[ OpenReview] 
Poster
None
Distribution Matching Distillation without Fake Score Network
YoungJoong Kim ⋅ Deokyeong Lee ⋅ Jaesik Park
[ OpenReview] 
Poster
None
Optimal Byzantine-resilient Federated Learning with User-level Differential Privacy
Ming Xiang ⋅ Stratis Ioannidis ⋅ Edmund Yeh ⋅ Carlee Joe-Wong ⋅ Lili Su
[ OpenReview] 
Poster
None
Markovian Experimental Design under Concept Drift
Ayberk Yarkin Yildiz ⋅ Lili Su ⋅ Carlee Joe-Wong ⋅ Edmund Yeh ⋅ Stratis Ioannidis
[ OpenReview] 
Poster
None
Synthetic Web: Benchmarking Language Agents under Adversarial Search Ranking
Shrey Shah ⋅ Levent Ozgur
[ OpenReview] 
Poster
None
Qubrio: High-Performance Quantum Compilation via Multi-Agent LLM Collaboration
Jixuan Ruan ⋅ Zhuo Cui ⋅ Zhengding Hu ⋅ Zhongkai Yu ⋅ Xiang Fang ⋅ Yue Guan ⋅ Jason Ludmir ⋅ Phillip Weinberg ⋅ Xiu-Zhe Luo ⋅ Sheng-Tao Wang ⋅ Sonia L Alarcon ⋅ Hezi Zhang ⋅ Yufei Ding
[ OpenReview] 
Poster
None
Rare-Class Signal Suppression in Long-Tailed Multi-Expert Fine-Tuning
Zhiheng Gong ⋅ YuHeng Yang ⋅ Pengkun Wang ⋅ Yang Wang
[ OpenReview] 
Poster
None
How deep is your network? Deep vs. shallow learning of transfer operators
Mohammad Tabish ⋅ Benedict Leimkuhler ⋅ Stefan Klus
[ OpenReview] 
Poster
None
Optimal Algorithms for Fixed-Graph Multi-Attribution Privacy
Raman Arora ⋅ Kaibo Zhang
[ OpenReview] 
Poster
None
Policy Regret Minimization in Partially Observable Markov Games
Lan Sang ⋅ Raman Arora ⋅ Thanh Nguyen-Tang
[ OpenReview] 
Poster
None
Thinking in Pictures: A Systematic Benchmark for Reasoning-driven Image Generation
Yutong Liu ⋅ Nan Huang ⋅ Xu Cao ⋅ James Rehg
[ OpenReview] 
Poster
None
Conservative neural posterior estimation via distributionally robust training
William Laplante ⋅ Yuga Hikida ⋅ Charita Dellaporta ⋅ Francois-Xavier Briol ⋅ Ayush Bharti
[ OpenReview] 
Poster
None
Entropy Polarity in Reinforcement Fine-Tuning: Direction, Asymmetry, and Control
Jiazheng Zhang ⋅ Ziche Fu ⋅ Junrui Shen ⋅ Yunbin Zhao ⋅ Yunke Zhang ⋅ Zhiheng Xi ⋅ LongMa ⋅ Chenxin An ⋅ Zhihao Zhang ⋅ Shichun Liu ⋅ Dingwei Zhu ⋅ Shihan Dou ⋅ Shaofan Liu ⋅ han li ⋅ Wiggin Zhou ⋅ Aiden Adams ⋅ Tao Gui ⋅ Fei Huang ⋅ Qi Zhang ⋅ Xuanjing Huang
[ OpenReview] 
Poster
None
SS3D: End2End Self-Supervised 3D from Web Videos
Marwane Hariat ⋅ Gianni Franchi ⋅ David Filliat ⋅ Antoine Manzanera
[ OpenReview] 
Poster
None
FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization
Quanjian Song ⋅ Yefeng Shen ⋅ Mengting Chen ⋅ Hao Sun ⋅ Jinsong Lan ⋅ Xiaoyong Zhu ⋅ Bo Zheng
[ OpenReview] 
Poster
None
MLLMEraser: Achieving Test-Time Unlearning in Multimodal Large Language Models through Activation Steering
Chenlu Ding ⋅ Jiancan Wu ⋅ Leheng Sheng ⋅ Fan Zhang ⋅ Yancheng Yuan ⋅ Xiang Wang ⋅ Xiangnan He
[ OpenReview] 
Poster
None
GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations
Jingbo Yang ⋅ Kwei-Herng “Henry” Lai ⋅ Xiaowen Wang ⋅ Shiyu Chang ⋅ Yaar Harari ⋅ Evgeniy Gabrilovich
[ OpenReview] 
Poster
None
PEARL: Solver-in-the-Loop Interactive Optimization Modeling from Natural Language
Hongliang Lu ⋅ Zhong Li ⋅ Yuxuan Chen ⋅ Lan Yuan ⋅ Fan Zhang ⋅ Zaiwen Wen
[ OpenReview] 
Poster
None
Optimal and Efficient Contextual Combinatorial Semi-bandits with General Function Approximation
Hao Qin ⋅ Chicheng Zhang
[ OpenReview] 
Poster
None
Achieving adaptivity and optimality for multi-armed bandits using Exponential-Kullback Leibler Maillard Sampling
Hao Qin ⋅ Kwang-Sung Jun ⋅ Chicheng Zhang
Poster
None
WavCIL: Wavelet Coefficient-Domain Invariant Learning for Dynamic Graph OOD Generalization
Yantong Zhu ⋅ Weining Shi ⋅ Keyi Li ⋅ Xiaoyan Xie ⋅ Yi Chang ⋅ Qinggang Zhang ⋅ Tianjiao Pu ⋅ Ji Qiao ⋅ Zhihong Zhang
[ OpenReview] 
Poster
None
PAI-Actor: Cinematic Multi-Actor Character Replacement in Dynamic Scenes
Heyuan Gao ⋅ Bangxun Tang ⋅ Yiren Song ⋅ Guian Fang ⋅ Zijian He ⋅ Jie Yang ⋅ Mike Zheng Shou
[ OpenReview] 
Poster
None
Reinforcing VLAs in Task-Agnostic World Models
Yucen Wang ⋅ Rui Yu ⋅ Fengming Zhang ⋅ Junjie Lu ⋅ Kaixin Wang ⋅ Li Zhao
[ OpenReview] 
Poster
None
Q-Probe: Scaling Image Quality Assessment to High Resolution via Context-Aware Agentic Probing
Xiang Li ⋅ Xueheng Li ⋅ Yu Wang ⋅ Xuanhua He ⋅ Zhangchi Hu ⋅ Chengjun Xie
[ OpenReview] 
Poster
None
Neural Field Thermal Tomography: A Differentiable Physics Framework for Non-Destructive Evaluation
Tao Zhong ⋅ Yixun Hu ⋅ Dongzhe Zheng ⋅ Aditya Sood ⋅ Christine Allen-Blanchette
[ OpenReview] 
Poster
None
Intent2CAD: How Semantic-Parametric Supervision Shapes Text-to-CAD Generation
Jinbo Yang ⋅ Shikai Jing ⋅ Mingyue Yuan
[ OpenReview] 
Poster
None
Constructive Neural Policies for the Quadratic Assignment Problem via Multi-Expert Imitation
Julien Canitrot-Paradis ⋅ H. M AFSAR ⋅ Jean-Yves Pierron ⋅ Chokri Mraidha
[ OpenReview] 
Poster
None
ThousandWorlds: A benchmark for climate emulation of potentially habitable exoplanets
Edward Stevenson ⋅ Mei T Mak ⋅ Eric Wolf ⋅ Denis E Sergeev ⋅ Tobi Hammond ⋅ N. J Mayne ⋅ Miles Cranmer
[ OpenReview] 
Poster
None
Semantic Search over 9 Million Mathematical Theorems
Luke Alexander ⋅ Eric Leonen ⋅ Sophie Szeto ⋅ Artemii Remizov ⋅ Ignacio Tejeda ⋅ Jarod Alper ⋅ Giovanni Inchiostro ⋅ Vasily Ilin
[ OpenReview] 
Poster
None
On the Bias of Group-Based Advantage Estimation
Fengkai Yang ⋅ Zherui Chen ⋅ Xiaohan Wang ⋅ Xiaodong Lu ⋅ Jiajun Chai ⋅ Guojun Yin ⋅ Wei Lin ⋅ Fuzhen Zhuang ⋅ Shuai Ma ⋅ deqing wang ⋅ Yaodong Yang ⋅ Yikun Ban
[ OpenReview] 
Poster
None
SurvivalPFN: Amortizing Survival Prediction via In-Context Bayesian Inference
Shi-ang Qi ⋅ Vahid Balazadeh Meresht ⋅ Michael Cooper ⋅ Russell Greiner ⋅ Rahul Krishnan
[ OpenReview] 
Poster
None
One Language-Free Foundation Model Is Enough for Universal Vision Anomaly Detection
Bin-Bin Gao
[ OpenReview] 
Poster
None
TokenCLIP: Token-wise Prompt Learning for Zero-shot Anomaly Detection
Qihang Zhou ⋅ Bin-Bin Gao ⋅ Guansong Pang ⋅ Xin Wang ⋅ Jiming Chen ⋅ Shibo He
[ OpenReview] 
Poster
None
UniDG: Universal Defect Generation via Defect-Context Editing
Yuanting Fan ⋅ Jun Liu ⋅ Bin-Bin Gao ⋅ Xiaochen Chen ⋅ Yuhuan Lin ⋅ Zhewei Dai ⋅ Jiawei Zhan ⋅ Chengjie Wang
[ OpenReview] 
Poster
None
Diffeomoprhism-Informed 3D Gaussian Splattings via Screen-Space Optimal Transport (OT)
Xiang Gao ⋅ Xiaoping Zhu ⋅ Xinmu Wang ⋅ Yuanpeng Liu ⋅ Haotian Yin ⋅ Dichang Zhang ⋅ Yazheng Chen ⋅ Yue Wang ⋅ Yubin Zhou ⋅ Yu Guo ⋅ Wei Chen ⋅ David Gu ⋅ Xiyun Song ⋅ Heather Yu
[ OpenReview] 
Poster
None
When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy
Xiaofeng Tan ⋅ Jun Liu ⋅ Bin-Bin Gao ⋅ Yuanting Fan ⋅ Xi Jiang ⋅ Chengjie Wang ⋅ Hongsong Wang ⋅ Feng Zheng
[ OpenReview] 
Poster
None
VLA-REPLICA: A Low-Cost, Reproducible Benchmark for Real-World Evaluation of Vision-Language-Action Models
Alex S Huang ⋅ Jiahui Zhang ⋅ Shiqing Tang ⋅ Yu Xiang
[ OpenReview] 
Poster
None
$\alpha$Depth: Learning Single-Pass Soft Boundary Decomposition for Stereo Conversion
Xiang Zhang ⋅ Yang Zhang ⋅ Lukas Mehl ⋅ Karlis M Briedis ⋅ Markus Gross ⋅ Christopher Schroers
[ OpenReview] 
Poster
None
PRISM: Human Point Cloud Reconstruction via Skeleton-Guided Diffusion from MmWave Radar
Jiacheng Huang ⋅ Long Tian ⋅ Yuan Liu ⋅ Andy W Khong
[ OpenReview] 
Poster
None
DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition
Jiahui Li ⋅ Ruili Fang ⋅ Zishuai Liu ⋅ WenZhan Song ⋅ Jin Lu ⋅ Fei Dou
[ OpenReview] 
Poster
None
LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments
Chiyu Zhang ⋅ Huiqin Yang ⋅ Bendong Jiang ⋅ Xiaolei Zhang ⋅ Yiran Zhao ⋅ Ruyi Chen ⋅ Lu Zhou ⋅ Xiaogang Xu ⋅ Jiafei Wu ⋅ Liming Fang ⋅ Zhe Liu
[ OpenReview] 
Poster
None
A Unified Spectral Theory of Multimodal Losses
Yu-Ang Cheng ⋅ Sixuan Chen ⋅ Zhouyang Lu ⋅ Xizheng Yu ⋅ Grégoire Dhimoïla ⋅ Thomas Serre
[ OpenReview] 
Poster
None
Raw-Routed Mixture of Adapters: A Causal Intervention for Routing Collapse in Time Series Foundation Models
Hung Phan ⋅ Thuy T Nguyen ⋅ Minh N Dinh ⋅ Nhat-Quang Tran
[ OpenReview] 
Poster
None
Probe-Guided Gradient Balancing for Multimodal Learning
Vu V Quoc ⋅ Haytham Fayek ⋅ Thuy T Nguyen
[ OpenReview] 
Poster
None
Truncated Riemannian (1+1)-ES for Black-Box Optimization with Intrinsic Dimension Guarantees
Zixu Wu ⋅ Hualin Zhang ⋅ Zhiqiang Xu
[ OpenReview] 
Poster
None
A Theoretical Analysis of Backdoor Learning as Simplicity-Biased Optimization Dynamics
Hong Cheng ⋅ Qiang Zhou ⋅ Sinno Pan
[ OpenReview] 
Poster
None
SynDORBench: Evaluating LVLM Perceptual Robustness Under Physically Constrained Visibility Conditions
Jeremy Yee ⋅ Daniel Zhengkui Wang ⋅ Zhiyuan Zhang ⋅ Indraprastha Delhi ⋅ Timothy Liu ⋅ Benedict Chan ⋅ Aik B Ng ⋅ Simon See
[ OpenReview] 
Poster
None
ProxyPose: 6-DoF Pose Tracking via Video-to-Video Translation
Ruihang Zhang ⋅ Felix Taubner ⋅ Pooja Ravi ⋅ Kyros Kutulakos ⋅ David Lindell
[ OpenReview] 
Poster
None
Your Embedding Model Is SMARTer Than You Think
Jianrui Zhang ⋅ Hyun Jung Lee ⋅ Sukanta Ganguly ⋅ Tae-Eui Kam ⋅ Donghyun Kim ⋅ Yong Jae Lee
[ OpenReview] 
Poster
None
UECO: A Unified Encoder with Structure-Aware Attention Mixture via Iterative Edge Evolving for Neural Combinatorial Optimization
Wenzheng Pan ⋅ Shuyi Yan ⋅ Nuoyan Chen ⋅ Yiyang Qu ⋅ Jiale Ma ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Symplectic Neural Operators for Learning Infinite Dimensional Hamiltonian Systems
Makara Yeang ⋅ Yusuke Tanaka ⋅ Takashi Matsubara ⋅ Takaharu Yaguchi
[ OpenReview] 
Poster
None
Importance-Weighted Operator Learning Under Probability Measure Shifts
Lei Sun ⋅ Yusuke Tanaka ⋅ Xiaocheng Shang ⋅ Takaharu Yaguchi ⋅ Tomoharu Iwata
[ OpenReview] 
Poster
None
LayoutBridge: Anisotropic Brownian Bridges for Public Indoor Floorplan Generation
Tongyang Dai ⋅ Ruipeng Gao ⋅ Feng Liu ⋅ Wenqiu Bai ⋅ Lingkun Li ⋅ Qiang Ni
[ OpenReview] 
Poster
None
CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models
He Liang ⋅ Chenyang Ma ⋅ Yiming Zhang ⋅ Sangyun Shin ⋅ Andrew Markham ⋅ Niki Trigoni ⋅ Yuhang He
[ OpenReview] 
Poster
None
Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks
Aditi Aravind ⋅ Konstantinos Ladakis ⋅ Mario A Savaglio ⋅ Stelios Smirnakis ⋅ Maria Papadopouli
[ OpenReview] 
Poster
None
Wavefunction Flows: Efficient Quantum Simulation of Continuous Flow Models
David Layden ⋅ Ryan Sweke ⋅ Vojtech Havlicek ⋅ Anirban Chowdhury ⋅ Kirill Neklyudov
[ OpenReview] 
Poster
None
LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models
Daniele Cipollone ⋅ Sergey Titov ⋅ Maliheh Izadi ⋅ Egor Bogomolov ⋅ Arie v Deursen
[ OpenReview] 
Poster
None
Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning
Qiang Liu ⋅ Felix Koehler ⋅ Benjamin Holzschuh ⋅ Nils Thuerey
[ OpenReview] 
Poster
None
Liars' Bench: Evaluating Lie Detectors for Language Models
Kieron Kretschmar ⋅ Walter Laurito ⋅ Sharan Maiya ⋅ Samuel Marks
[ OpenReview] 
Poster
None
A Multimodal Benchmark for Evaluating Cause-of-Death Inference Using Child Health and Mortality Data
Junhe Yang ⋅ Soumyakanti Pan ⋅ Hyun S Lim ⋅ YUE CHU ⋅ Yuting Guo ⋅ Nishtha Agarwal ⋅ Varun Babbar ⋅ Gaurav Rajesh Parikh ⋅ Yiqun T Chen ⋅ Chris A Rees ⋅ Ziyaad Dangor ⋅ Sanjay G Lala ⋅ Zehang Li ⋅ Samuel J Clark ⋅ Zhenke Wu ⋅ Abhirup Datta ⋅ Li Liu ⋅ Cynthia Rudin ⋅ Samuel Scarpino ⋅ Benjamin M Gyori ⋅ Tyler H. McCormick
[ OpenReview] 
Poster
None
TGPO: Trace-Guided Policy Optimization for Robot Task Planning via Verifiable Subgoal Generation
Zhihong Liu ⋅ Yang Li ⋅ RenMing Huang ⋅ Chendong Zeng ⋅ Cewu Lu ⋅ Panpan Cai
[ OpenReview] 
Poster
None
Token-to-Token Alignment of Text Embeddings for Semantic Blending
Saar Huberman ⋅ Ron Mokady ⋅ Or Patashnik ⋅ Daniel Cohen-or
[ OpenReview] 
Poster
None
The Interplay of Data Structure and Imbalance in the Learning Dynamics of Diffusion Models
Flavio Nicoletti ⋅ Chenxiao Ma ⋅ Enrico Ventura ⋅ Luca Saglietti ⋅ Stefano Sarao Mannelli
[ OpenReview] 
Poster
None
Preferential dynamic modeling with forward-backward smoothing
Omid G. Sani ⋅ Trisha Jha ⋅ Mohammad Hosseini ⋅ Maryam Shanechi
[ OpenReview] 
Poster
None
Knowing You before You Speak: User State Modeling for LLM-Based Personalized Dialogue
jiani luo ⋅ Xiaoyan Zhao ⋅ Yang Zhang ⋅ Shuyi Miao ⋅ Bingbing Xu ⋅ Stefan Konigorski ⋅ Tat-Seng Chua
[ OpenReview] 
Poster
None
Multiobjective Submodular Maximization with Concave Aggregation
Fabian Spaeh ⋅ Atsushi Miyauchi
[ OpenReview] 
Poster
None
Querying Counterfactuals on Tissue Graphs with Supervised Disentanglement
Abdul Moeed ⋅ Stefan Schrod ⋅ Martin Rohbeck ⋅ Marc J Bonder ⋅ Pavlo Lutsik ⋅ Oliver Stegle ⋅ Daniel Dimitrov
[ OpenReview] 
Poster
None
Self-Improving World Modelling with Latent Actions
Yifu QIU ⋅ Zheng Zhao ⋅ Weixian W Li ⋅ Yftah Ziser ⋅ Anna Korhonen ⋅ Shay Cohen ⋅ Edoardo Ponti
[ OpenReview] 
Poster
None
BioBlobs: Unsupervised Discovery of Functional Substructures for Protein Function Prediction
Xin(Allen) Wang ⋅ Kaiwen Shi ⋅ Carlos Oliver
[ OpenReview] 
Poster
None
Exposing and Mitigating Temporal Attack in Deepfake Video Detection
Zheyuan Gu ⋅ Minghao Shao ⋅ Zhen Wang ⋅ Keyu Mao ⋅ Ailiang Lin ⋅ Shijie Zhang ⋅ hao jiang ⋅ mingyou liang ⋅ Mingkun Xu ⋅ Yusong Wang
[ OpenReview] 
Poster
None
Controlling Temporal Pseudo-Label Marginals for Stable Online Test-Time Adaptation
Rani Amar ⋅ Ofir Lindenbaum
[ OpenReview] 
Poster
None
Dual Feature-Relational Alignment for Transferable Targeted Attacks on MLLMs
Dongshen Han ⋅ Xiaorong Tian ⋅ Sheng Zheng ⋅ Zishan Huang ⋅ Boyu Deng ⋅ Wei Dong ⋅ Zhijie Li ⋅ Yang Yang ⋅ Chaoning Zhang
[ OpenReview] 
Poster
None
Semantic Motion Anchors: Bridging Motion and Meaning in Co-Speech Gestures
Varsha Suresh ⋅ Mohammad M Abootorabi ⋅ Mohamed Salman ⋅ M. H Mughal ⋅ Christian Theobalt ⋅ Ashwin Ram ⋅ Jürgen Steimle ⋅ Vera Demberg
[ OpenReview] 
Poster
None
D2D: Detector-to-Differentiable Critic for Improved Numeracy in Text-to-Image Generation
Nobline Yoo ⋅ Olga Russakovsky ⋅ Ye Zhu
[ OpenReview] 
Poster
None
EntiRE: Invariant Learning for Robust Concept Erasure in Text-to-Image Generative Models
Fengyuan Yu ⋅ Yuyuan Li ⋅ XiaoHua Feng ⋅ Li Zhang ⋅ Jiaming Zhang ⋅ Xiang Liu ⋅ Jun Wang ⋅ Chaochao Chen
[ OpenReview] 
Poster
None
HALO: Heterogeneous-Aware LoRA Optimization via Rank Allocation and Client-Aware Projection
XiaoHua Feng ⋅ Yuyuan Li ⋅ Jiayuan Fang ⋅ Fengyuan Yu ⋅ Jiaming Zhang ⋅ Li Zhang ⋅ Xiang Liu ⋅ Jun Wang ⋅ Chaochao Chen
[ OpenReview] 
Poster
None
Autonomous Driving Research Requires a Community-Driven Data Paradigm
Jinsu Yoo ⋅ Zanming Huang ⋅ Katie Luo ⋅ Zheda Mai ⋅ Qiyuan Wu ⋅ Bharath Hariharan ⋅ Mark Campbell ⋅ Wei-Lun (Harry) Chao
[ OpenReview] 
Poster
None
From “Weak” Signals to Strong Models: Preference Delta Aggregation with LoRA Merging
Qi Sun ⋅ Siyue Zhang ⋅ Yulin Chen ⋅ Yuxiang Xue ⋅ Ru Peng ⋅ Chen Zhao
[ OpenReview] 
Poster
None
Monitoring Violations of Differential Privacy over Time
Önder Askin ⋅ Tim Kutta ⋅ Holger Dette
[ OpenReview] 
Poster
None
Drift-Aware Multimodal User Representation Learning via Multi-Scale Temporal Modeling and Sparse Mixture-of-Experts
Ziqing Qian ⋅ Haohang Chen ⋅ Shengqi Dang ⋅ Yuhan Xiong ⋅ Canyu Shen ⋅ Jiaying Lei ⋅ Nan Cao
[ OpenReview] 
Poster
None
Multi-Stage Planning from Single-Stage Data: Reinforcement Learning Helps Composition but Requires Anchoring
Boyuan Zheng ⋅ Zidong Liu ⋅ Yingyu Liang
[ OpenReview] 
Poster
None
Beyond FLOPs: Train-Full, Deploy-Partial Multi-Exit Inference via Selective Lightweight IC Ensemble
BitChan Eom ⋅ Eunchan Kim
[ OpenReview] 
Poster
None
Retrieval-Centric Deep Learning in Growing Nonparametric Neural Networks
Maximilian Schlegel ⋅ Rajai Nasser ⋅ Seijin Kobayashi ⋅ Yanick Schimpf ⋅ Oliver Sieberling ⋅ Robert Obryk ⋅ Kazuki Irie ⋅ João Sacramento ⋅ Johannes von Oswald
[ OpenReview] 
Poster
None
Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces
William Lugoloobi ⋅ Samuele Marro ⋅ Jabez Magomere ⋅ Joss Wright ⋅ Chris Russell
[ OpenReview] 
Poster
None
Parameterized Stripe Attention for Efficient Video Generation
xingyu jia ⋅ Baole Ai ⋅ Ang Wang ⋅ Kang Zhao ⋅ Yong Li
[ OpenReview] 
Poster
None
Procedural Refinement by LLM-driven Algorithmic Debugging for ARC-AGI-2
Yuning Qiu ⋅ Lin-Feng Zou ⋅ Jiong-Da Wang ⋅ Xue-Rong Yuan ⋅ Wang-Zhou Dai
[ OpenReview] 
Poster
None
On objective mismatch in molecular retrieval from tandem mass spectrometry
Gaetan De Waele ⋅ Marek Wydmuch ⋅ Krzysztof Dembczynski ⋅ Wojciech Kotlowski ⋅ Willem Waegeman
[ OpenReview] 
Poster
None
Where Does Warm-Up Come From? Adaptive Scheduling for Norm-Constrained Optimizers
Artem Riabinin ⋅ Andrey Veprikov ⋅ Arman Bolatov ⋅ Martin Takac ⋅ Aleksandr Beznosikov
[ OpenReview] 
Poster
None
Few-Step Boltzmann Generators via Scalable Likelihood Flow Maps
RuiKang OuYang ⋅ Hanlin Yu ⋅ Xinyue Ai ⋅ Yutong He ⋅ Nicholas Boffi ⋅ Pradeep Ravikumar ⋅ José Miguel Hernández-Lobato ⋅ Max Simchowitz ⋅ Benjamin K Miller ⋅ Omar Chehab
[ OpenReview] 
Poster
None
Identifying Structural Biases from Causal Mechanism Shifts
Praharsh Nanavati ⋅ Jilles Vreeken ⋅ David Kaltenpoth
[ OpenReview] 
Poster
None
Does Synthetic Data Help? Empirical Evidence from Deep Learning Time Series Forecasters
Hugo Cazaux ⋅ Eyjolfur Asgeirsson ⋅ Hlynur Stefansson
[ OpenReview] 
Poster
None
Understanding and Defending VLM Jailbreaks via Jailbreak-Related Representation Shift
Zhihua Wei ⋅ Qiang Li ⋅ Jian Ruan ⋅ Zhenxin Qin ⋅ 蕾蕾 温 ⋅ Ruiyang Qin ⋅ Qingzhuo Wang ⋅ Dongrui Liu ⋅ Wen Shen
[ OpenReview] 
Poster
None
Multilingual Safety Alignment via Self-Distillation
Ruiyang Qin ⋅ Qingzhuo Wang ⋅ Dongrui Liu ⋅ Qiang Li ⋅ Zhihua Wei ⋅ Wen Shen
[ OpenReview] 
Poster
None
Fixed-Size Active Statistical Inference
Erik Skalnes ⋅ Michael Oberst
[ OpenReview] 
Poster
None
Target-Aware Nuisance Shaping for Object Detection
Tianyi Xu ⋅ Yi Niu ⋅ Xinkun Wang ⋅ Yanbiao Ma ⋅ Mingming Ma ⋅ QingYu Luo ⋅ Fu Zou ⋅ Fu Li
[ OpenReview] 
Poster
None
ForceBody: Force-Paired Parametric Body Motion with Torque Uncertainty
Joonwoo Kwon ⋅ Yufei Zhang ⋅ Xiaoming Liu ⋅ Zijun Cui
[ OpenReview] 
Poster
None
HyperVQ: Enabling Hyperprior Entropy Modeling for VQ-Based Generative Image Compression
Yi Niu ⋅ Tianyi Xu ⋅ Mingming Ma ⋅ Xinkun Wang
[ OpenReview] 
Poster
None
L2P: Unlocking Latent Potential for Pixel Generation
Zhennan Chen ⋅ Junwei Zhu ⋅ Xu Chen ⋅ Jiangning Zhang ⋅ Jiawei Chen ⋅ Zhuoqi Zeng ⋅ Wei Zhang ⋅ Chengjie Wang ⋅ Jian Yang ⋅ Ying Tai
[ OpenReview] 
Poster
None
FunctionEvolve: Structure-Guided Symbolic Regression with LLMs
Zeyu Xia ⋅ Jun Zhu ⋅ Dong Yan
[ OpenReview] 
Poster
None
DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence
Xu Huang ⋅ Ye Huang ⋅ Zijun Liao ⋅ Yuwei Niu ⋅ Xiaojie Li ⋅ Menghan Zhou ⋅ De Wen Soh ⋅ Xiaotong Li ⋅ Daquan Zhou
[ OpenReview] 
Poster
None
VidHalluDoctor: Learning Video Differences to Mitigate Hallucinations in Vision-Language Models
Ziyun Dai ⋅ Yang Fu ⋅ Henghui Ding
[ OpenReview] 
Poster
None
CogArena: Benchmarking Multimodal Agents on Interactive Behavioral Experiments
Kianté Fernandez ⋅ Caitlin Chen ⋅ Jialu Zhou ⋅ Bartek Sadowski ⋅ Anthony C Miceli ⋅ Ian Krajbich
[ OpenReview] 
Poster
None
Auditing Privacy Leakage in Tabular Foundation Model Embeddings
Xun Wang ⋅ Adam Dziedzic ⋅ Michael Backes ⋅ Franziska Boenisch
[ OpenReview] 
Poster
None
Bridging Textual Profiles and Latent User Embeddings for Personalization
Zhaoxuan Tan ⋅ Xiang Zhai ⋅ Yan Zhu ⋅ Meng Jiang ⋅ Mohamed Hammad
[ OpenReview] 
Poster
None
Latent Refinement Decoding: Enhancing Diffusion Language Models by Refining Belief States
Qinglin Zhu ⋅ Yizhen Yao ⋅ Runcong Zhao ⋅ Yanzheng Xiang ⋅ Siya Qi ⋅ Amrutha Saseendran ⋅ Chen Jin ⋅ Philip A Teare ⋅ Bin Liang ⋅ Yulan He ⋅ Lin Gui
[ OpenReview] 
Poster
None
Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation
Zhanghao Hu ⋅ Qinglin Zhu ⋅ Runcong Zhao ⋅ Di Liang ⋅ Hanqi Yan ⋅ Yulan He ⋅ Lin Gui
[ OpenReview] 
Poster
None
ERIS: Enhancing Privacy and Scalability in Federated Learning via Federated Shard Aggregation
Dario Fenoglio ⋅ Pasquale Polverino ⋅ Jacopo Quizi ⋅ Martin Gjoreski ⋅ Akash Dhasade ⋅ Marc Langheinrich
[ OpenReview] 
Poster
None
SteadyThought: Mitigating LLM Under-Thinking via Thought-Level Preference Optimization
Zhenyue Peng ⋅ Lin Yang ⋅ Jie Wang ⋅ Xiaoqi Ni ⋅ Hanzhu Chen ⋅ Xize Liang ⋅ Yanjun Wu ⋅ RujingWang ⋅ Kaiwen Zhou ⋅ Jianye Hao
[ OpenReview] 
Poster
None
RepoScope: Bridging Physical Structure and Logical Flow for Intent-Driven Repository Documentation
Zezhou Yang ⋅ Chaozheng Wang ⋅ Hailiang Huang ⋅ Peihua Zhang ⋅ TingPeng ⋅ yuetang deng ⋅ Chenxiong Qian
[ OpenReview] 
Poster
None
i-DEQ: A stable inertial Deep Equilibrium model for image restoration
Antonin Clerc ⋅ Marien Renaud ⋅ Baudouin Denis de Senneville ⋅ Nicolas Papadakis
[ OpenReview] 
Poster
None
Training ML Models with Predictable Failures
Will Schwarzer ⋅ Scott Niekum
[ OpenReview] 
Poster
None
ProactBench: Beyond What The User Asked For
Sepehr Harfi Moridani ⋅ Ahmad Salimi ⋅ Dongming Shen ⋅ Alexander Smola
[ OpenReview] 
Poster
None
Efficient Collaborative LLM Fine-Tuning over Heterogeneous Mobile Devices via Many Backbones to One Side-Network Tuning
Xingke Yang ⋅ Liang Li ⋅ Sicong Li ⋅ Liwei Guan ⋅ Hao Wang ⋅ Xiaoqi Qin ⋅ Jiang Liu ⋅ Xin Fu ⋅ Miao Pan
[ OpenReview] 
Poster
None
FairTune Market: A Fair and Trustworthy Marketplace for Fine-Tuned LLMs via Posted-Price & Proper-Scoring Mechanisms
Jiachen Shen ⋅ Xingke Yang ⋅ Hui Zhong ⋅ Aohan Li ⋅ TOMOAKI OHTSUKI ⋅ Xin Fu ⋅ Miao Pan ⋅ Zhu Han
[ OpenReview] 
Poster
None
DPIAgent: Divide, Protocol, Isolate for Agentic Reproduction Test Generation
Hao Liu ⋅ Steven Liu ⋅ Xin Zhang ⋅ Jane Luo ⋅ Yu Kang ⋅ Jie Wu ⋅ Fangkai Yang ⋅ Yangyu Huang ⋅ Pengfei Gao ⋅ Scarlett Li ⋅ Yan Lu
[ OpenReview] 
Poster
None
Mobility Helps Learning: Unsupervised Model Adaptation for Object Recognition via Movement
Yanan Ma ⋅ Yihang Tao ⋅ Zhengru Fang ⋅ Senkang Hu ⋅ Xianhao Chen ⋅ Yuguang Fang
[ OpenReview] 
Poster
None
The PokeAgent Challenge: Competitive and Long-Context Learning at Scale
Seth Karten ⋅ Jake Grigsby ⋅ Tersoo Upaa ⋅ Junik Bae ⋅ Seonghun Hong ⋅ Hyunyoung Jeong ⋅ Jaeyoon Jung ⋅ Kun Kerdthaisong ⋅ Gyungbo Kim ⋅ Hyeokgi Kim ⋅ Yujin Kim ⋅ Eunju Kwon ⋅ Dongyu Liu ⋅ Patrick Mariglia ⋅ Sangyeon Park ⋅ Benedikt Schink ⋅ Xianwei Shi ⋅ Anthony sistilli ⋅ Joseph Twin ⋅ Arian Urdu ⋅ Matin Urdu ⋅ Qiao Wang ⋅ Ling Wu ⋅ Wenli Zhang ⋅ Kunsheng Zhou ⋅ Stephanie Milani ⋅ Kiran Vodrahalli ⋅ Amy Zhang ⋅ Fei Fang ⋅ Yuke Zhu ⋅ Chi Jin
[ OpenReview] 
Poster
None
RA-CFGCache: From Branch-Level Criteria to Guided-Risk Control under Classifier-Free Guidance
Yiming Liu ⋅ Ben Wan ⋅ Hui Chen ⋅ Ao Wang ⋅ Yuqi Xiong ⋅ Fan Zhang ⋅ Tongxuan Liu ⋅ guiguang ding
[ OpenReview] 
Poster
None
Analyzing Learning-Dynamics Across Loss and Prediction Choices for Diffusion Models
Dongwoo Kim
[ OpenReview] 
Poster
None
Improving General Role-Playing Agents via Psychology-Grounded Reasoning and Role-Aware Policy Optimization
Zhenhua Xu ⋅ Dongsheng Chen ⋅ Jian Li ⋅ Yitong Lin ⋅ Zhebo Wang ⋅ Jiafu Wu ⋅ Yizhang Jin ⋅ Chengjie Wang ⋅ Meng Han ⋅ Yabiao Wang
[ OpenReview] 
Poster
None
KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs
Chuangtao Chen ⋅ Grace L Zhang ⋅ Xunzhao Yin ⋅ Cheng Zhuo ⋅ Bing Li ⋅ Ulf Schlichtmann
[ OpenReview] 
Poster
None
BasicLT: Basic-Level Abstraction and Selective Differentiation for Long-Tailed Recognition
Yuan Dong ⋅ Di Wu ⋅ Zhe Zhao ⋅ Liheng Yu ⋅ Xiaofeng Cao ⋅ Pengkun Wang ⋅ Yang Wang
[ OpenReview] 
Poster
None
U-MOF: Uncertainty-Guided Parameter-Efficient Multi-Objective Fine-Tuning for Long-Tailed Recognition
Yuan Dong ⋅ Di Wu ⋅ Zhe Zhao ⋅ Liheng Yu ⋅ Xiaofeng Cao ⋅ Pengkun Wang ⋅ Yang Wang
[ OpenReview] 
Poster
None
TailCon: Mitigating Tail Signal Erosion through Memory Consolidation for Long-Tailed Recognition
Yuan Dong ⋅ Di Wu ⋅ Zhe Zhao ⋅ Liheng Yu ⋅ Xiaofeng Cao ⋅ Pengkun Wang ⋅ Yang Wang
[ OpenReview] 
Poster
None
Bridging Image Restoration and Recognition via Causal Mediated Unrolling
Haowei Li ⋅ Qing Zhao ⋅ Yanze Li ⋅ ZhiChen Chen ⋅ Pengxu Wei ⋅ Dongyu Zhang ⋅ Liang Lin
[ OpenReview] 
Poster
None
Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation
Atsushi Nitanda ⋅ Dake Bu ⋅ Yueming LYU ⋅ Tanya Veeravalli
[ OpenReview] 
Poster
None
Perception, Not Reasoning, Limits Visual Theory of Mind
Mohamed Rayan Barhdadi ⋅ Syed Talal Wasim ⋅ Jürgen Gall ⋅ Erchin Serpedin ⋅ HASAN KURBAN
[ OpenReview] 
Poster
None
Flow Equivariant State Space Model
Chengrong Ye ⋅ Xinyan Gong ⋅ Lingwei Zhang ⋅ Yue Song
[ OpenReview] 
Poster
None
ContextShift: A Controlled Benchmark for Context Dependence in Object Detection
Dan Zlotnikov ⋅ Alex Lazarovich ⋅ Ohad Ben-Shahar
[ OpenReview] 
Poster
None
FlexCover: Flexible Cover Song Generation via Symbolic Lead Sheet Control
Xiaoyu Yi ⋅ Zihan Xiong ⋅ Junjie Cao ⋅ Xiaolong Weng ⋅ Yingzhe Ma ⋅ Gus Xia ⋅ Jinliang Liu ⋅ Yuxin Xie ⋅ Xianwei Zhuang ⋅ Yuguo Yin ⋅ Qiao Jin ⋅ Gongxi Z Zhu ⋅ Jiayu Wang ⋅ Junjie Liang ⋅ Qin Yue ⋅ Ziyu Wang ⋅ Dading Chong ⋅ Meng Cao ⋅ Jiahuan Zhou ⋅ Dongchao Yang
[ OpenReview] 
Poster
None
Strategic Decision Focused Learning
Tinashe Handina ⋅ Yuehan Diao ⋅ Adam Wierman ⋅ Eric Mazumdar
[ OpenReview] 
Poster
None
Gaeta-Lie Neural SDEs: Symmetry-Regularized Learning of Stochastic Dynamics
Shida Liu ⋅ Sumit Sinha ⋅ L Mahadevan
[ OpenReview] 
Poster
None
Dynamic Treatment on Networks
Bengusu Nar ⋅ Jiguang Li ⋅ Veronika Rockova ⋅ Panos Toulis
[ OpenReview] 
Poster
None
Truncate Bad, Upweight Good: BoN-Style Distillation via Rank-Based Classification
Yarin Bar ⋅ Yaniv Romano
[ OpenReview] 
Poster
None
COMPOSE: Composing Future Theorems from Citations and Formal Structure
David Busbib ⋅ Michael Werman
[ OpenReview] 
Poster
None
Support Mismatch as a Benchmark Failure Mode for In-Context Prediction
Jie Liu ⋅ Lanlan Liang ⋅ Qinan Bao ⋅ ZiXi Yan ⋅ Linghao Meng ⋅ Wenbo Gong
[ OpenReview] 
Poster
None
Learn from the Gap: Differential-Aware Advantage Pruning with Adaptive Rollout Sampling for GRPO
Jiahua Yang ⋅ Chuangchuang Wang ⋅ Zhiwei Yang ⋅ Xianpeng Zhang ⋅ Dongyu Chen ⋅ Xing Chen ⋅ Tianhuang Su ⋅ Haonan Lu ⋅ Quanlong Guan ⋅ Kai Tang
[ OpenReview] 
Poster
None
Few-Step Cofolding with All-Atom Flow Maps
Gianluca Scarpellini ⋅ Ron Shprints ⋅ Peter Holderrieth ⋅ Juno Nam ⋅ Pranav Murugan ⋅ Rafael Gomez-Bombarelli ⋅ Tommi Jaakkola ⋅ Maruan Al-Shedivat ⋅ Nicholas Boffi ⋅ Joey Bose
[ OpenReview] 
Poster
None
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
Shanghua Gao ⋅ Ada Fang ⋅ Marinka Zitnik
[ OpenReview] 
Poster
None
Conditional Counterfactual Mean Embeddings: Doubly Robust Estimation and Learning Rates
Thatchanon Anancharoenkij ⋅ Donlapark Ponnoprat
[ OpenReview] 
Poster
None
Brain Economy-Aligned Graph Transformers
Stefano Vannoni ⋅ Inês W Sampaio ⋅ Eleonora Maggioni ⋅ Islem Rekik
[ OpenReview] 
Poster
None
SimplexUQ: An Evaluation Framework and Benchmark for Conformal Uncertainty on Simplex-Valued Predictions
Liang You ⋅ Hengyu Shi ⋅ Dongwen Ou
[ OpenReview] 
Poster
None
Elephant in the Fridge: Constant-Memory Frame Packing for Long Video Understanding
Shuo Gao ⋅ Chenhao Zheng ⋅ Jason Ren
[ OpenReview] 
Poster
None
Prototype-Aligned Multi-View Graph Learning for EHR Prediction
Jong-Hoon Park ⋅ Young-Rae Cho
[ OpenReview] 
Poster
None
Contrastive Discovery: Open-Ended Scientific Discovery over Competing Explanations
Ziang Liu ⋅ James J Kim ⋅ Yijia Dai ⋅ Jennifer Sun
[ OpenReview] 
Poster
None
AgentSSL: Can MLE Agents Leverage Unlabeled Data?
Akanksha Sarkar ⋅ Ethan Lin ⋅ Ziang Liu ⋅ Kristin Branson ⋅ Jennifer Sun
[ OpenReview] 
Poster
None
REINS: Learning Inertia-Induced Geometry for Physics-Consistent Motion Representation in Clinical Gait Phenotyping
Yiran Ding ⋅ Yufei Zhang ⋅ Zijun Cui
[ OpenReview] 
Poster
None
HireWatch: Evaluating LLM Compliance with U.S. Employment Law Under Contextual Pressure
Huy Nghiem ⋅ Maria Kostylew ⋅ Noam Kolt
[ OpenReview] 
Poster
None
Topological Out-of-Domain Generalization in Dynamical Systems Reconstruction
Georg Trede ⋅ Charlotte Doll ⋅ Elias Daniel Weber ⋅ Daniel Durstewitz
[ OpenReview] 
Poster
None
CRISP: Fixing Flying Pixels in Latent LiDAR Generation via Diffusion Decoding
Andrea Ceron ⋅ Michael Schmidt ⋅ Alvaro Marcos-Ramiro ⋅ Sebastian Schmidt ⋅ Benjamin Busam
[ OpenReview] 
Poster
None
PHOEBI: An Open-World Benchmark for Bacterial Identification in Phase-Contrast Microscopy
Aaditya Baranwal ⋅ Jahid Hasan ⋅ Shruti Vyas
[ OpenReview] 
Poster
None
NeuroInk: Retinomorphic Spiking Sequence Modeling for Handwritten Text Recognition
Xiubo Liang ⋅ Jinxing Han ⋅ Yuke Li ⋅ Hongyi Duan ⋅ Qizhen Jiang ⋅ Haoqi Zhu ⋅ Yu Zhao ⋅ Hongzhi Wang
[ OpenReview] 
Poster
None
Spike-SFT: Selective Parameter Enhancement and Fusion for Efficient Spiking Neural Networks
Xiubo Liang ⋅ Jinxing Han ⋅ Yuke Li ⋅ Haoqi Zhu ⋅ Zhenxing Li ⋅ Hongyi Duan ⋅ Yu Zhao ⋅ Hongzhi Wang
[ OpenReview] 
Poster
None
Attack Selection In Agentic AI Control Evaluations Meaningfully Decreases Safety
Catherine Ge-Wang ⋅ Tyler Crosse ⋅ Benjamin Hadad ⋅ Joachim Schaeffer ⋅ Ram Potham ⋅ Tyler Tracy
[ OpenReview] 
Poster
None
Test-Time Speculation
Avinash Kumar ⋅ Sujay Sanghavi ⋅ Poulami Das
[ OpenReview] 
Poster
None
BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation
Hanchen D Wang ⋅ Clayton Cohn ⋅ Zifan Xu ⋅ Siyuan Guo ⋅ Gautam Biswas ⋅ Meiyi Ma
[ OpenReview] 
Poster
None
Rank-Transformed Dissimilarity Profiles for High-Dimensional Classification
Xiangbo Mo ⋅ Hao Chen
[ OpenReview] 
Poster
None
Robust Instruction Compliance in Cooperative Multi-Agent Reinforcement Learning
Wo Wei Lin ⋅ Ethan Rathbun ⋅ Enrico Marchesini ⋅ Xiang Zhi Tan
[ OpenReview] 
Poster
None
Dynamic Cross-Modal Prompt Generation for Multimodal Continual Instruction Tuning
Tao Hu ⋅ Da-Wei Zhou
[ OpenReview] 
Poster
None
Hyperbolic Displacement-Constrained Adaptation for CLIP-Based Class-Incremental Learning
Quan Cheng ⋅ Zhenhao Wen ⋅ Lan Li ⋅ Da-Wei Zhou ⋅ Lijun Zhang
[ OpenReview] 
Poster
None
A latent control model for realistic rodent motion
Aidan Sirbu ⋅ Charles Y Zhang ⋅ Yuanjia Yang ⋅ Bence Olveczky ⋅ Talmo Pereira ⋅ Blake Richards
[ OpenReview] 
Poster
None
Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning
Tao Hu ⋅ Lan Li ⋅ Zhenhao Wen ⋅ Da-Wei Zhou
[ OpenReview] 
Poster
None
Ground False: Uncovering Errors in Formal Mathematics Benchmarks
Marcus Min ⋅ One An ⋅ Xujie Si ⋅ Osbert Bastani
[ OpenReview] 
Poster
None
Self Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale
Haydn Jones ⋅ Yimeng Zeng ⋅ Alden Rose ⋅ Yifei Li ⋅ Yining Huang ⋅ Kaiwen Wu ⋅ Jiaming Liang ⋅ Maggie Huan ⋅ Yoseph Barash ⋅ Cesar de la Fuente-Nunez ⋅ Osbert Bastani ⋅ Zachary Ives ⋅ Mark Yatskar ⋅ Jacob Gardner
[ OpenReview] 
Poster
None
OmniSpace: Efficient Geometry Awareness for Autonomous Vehicles MLLMs
Anh Hao Vo ⋅ Phu L Nguyen ⋅ Khoa Vo ⋅ Sieu Tran ⋅ Duc Nguyen ⋅ Ngo X Cuong ⋅ Nghi Bui ⋅ Anh Nguyen ⋅ Duy M. H. Nguyen ⋅ Ngan Le
[ OpenReview] 
Poster
None
DriveSpatial: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving
Hao Vo ⋅ Khoa Vo ⋅ Phu L Nguyen ⋅ Sieu Tran ⋅ Duc Nguyen ⋅ Ngo X Cuong ⋅ Gladys Gawugah ⋅ Sreevenkata A Godavarthi ⋅ Chase Rainwater ⋅ Nghi Bui ⋅ Anh Nguyen ⋅ Duy M. H. Nguyen ⋅ Ngan Le
[ OpenReview] 
Poster
None
SLOPE: Optimistic Potential Landscape Shaping for Model-based Reinforcement Learning
Yao-Hui Li ⋅ Zeyu Wang ⋅ Xin Li ⋅ Wei Pang ⋅ Yingfang Yuan ⋅ Zhengkun Chen ⋅ Boya Zhang ⋅ Riashat Islam ⋅ Alex Lamb ⋅ Yonggang Zhang
[ OpenReview] 
Poster
None
GEAR: Bridging the Planner-Actor Gap via Gradient-Aligned Policy Extraction
Yao-Hui Li ⋅ Xin Li ⋅ Hasnaa Bennis ⋅ Meiju Li ⋅ Boya Zhang ⋅ Yingfang Yuan ⋅ Wei Pang
[ OpenReview] 
Poster
None
Persona-Model Collapse in Emergent Misalignment
Davi B Costa ⋅ Renato Vicente
[ OpenReview] 
Poster
None
Sublinear Time Quantum Sensitivity Sampling
Zhao Song ⋅ David Woodruff ⋅ Lichen Zhang
[ OpenReview] 
Poster
None
LinearARD: Linear-Memory Attention Distillation for RoPE Restoration
Ning Yang ⋅ HengyuZhong ⋅ Wentao Wang ⋅ Baoliang Tian ⋅ Yuan Zhou ⋅ Haijun Zhang ⋅ Jun Wang
[ OpenReview] 
Poster
None
Horizon-Stream: Long-Horizon Attention for Streaming 3D Reconstruction
Chong Cheng ⋅ Peilin Tao ⋅ Nanjie Yao ⋅ Guanzhi Ding ⋅ Xianda Chen ⋅ yuansen du ⋅ Xiaoyang Guo ⋅ Wei Yin ⋅ Weiqiang Ren ⋅ Qian Zhang ⋅ Zhengqing Chen ⋅ Hao Wang
[ OpenReview] 
Poster
None
PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments
Ruoqi Liu ⋅ Imran Mohiuddin ⋅ Austin J Schoeffler ⋅ Kavita Renduchintala ⋅ Ashwin Nayak ⋅ Prasantha L Vemu ⋅ Shivam Vedak ⋅ Kameron C Black ⋅ John L Havlik ⋅ Isaac Ogunmola ⋅ Stephen P. ⋅ Roopa Dhatt ⋅ Jonathan H Chen
[ OpenReview] 
Poster
None
Before Words, Beyond Speech: Evaluating Nonverbal Social Reasoning in Early Childhood
Marie A Huynh ⋅ Laura Bravo-Sánchez ⋅ Lauren K Dubin ⋅ Nick Haber ⋅ Philip A Fisher ⋅ Serena Yeung-Levy
[ OpenReview] 
Poster
None
Augmented Equivariant Mesh Networks for Anatomical Segmentation
Daniel Saragih
[ OpenReview] 
Poster
None
Pareto DNN Verification: Fast for Most Queries
Yizhak Y Elboher ⋅ Avraham Raviv ⋅ Amihay Elboher ⋅ Zhouxing Shi ⋅ Hillel Kugler ⋅ Guy Katz
[ OpenReview] 
Poster
None
Token by Token, Compromised: Backdoor Vulnerabilities in Unified Autoregressive Models
Tobias Braun ⋅ Jonas Grebe ⋅ Hossein Shakibania ⋅ Anna Rohrbach ⋅ Marcus Rohrbach
[ OpenReview] 
Poster
None
One More Time: Revisiting Neural Quantum States from a Reinforcement Learning Perspective
Juan A Duque ⋅ Sergio García-Heredia ⋅ Vinicius Hernandes ⋅ Eliska Greplova ⋅ Thomas Spriggs ⋅ Aaron Courville ⋅ Anna Dawid
[ OpenReview] 
Poster
None
Reasoning with Undecoded Tokens in Diffusion Language Models
Andre W He ⋅ Sean Welleck ⋅ Daniel Fried
[ OpenReview] 
Poster
None
Evolutionary System Prompt Learning for Reinforcement Learning in LLMs
Lunjun Zhang ⋅ Ryan Chen ⋅ Bradly Stadie
[ OpenReview] 
Poster
None
Where Root Cause Analysis Fails: A Retrieval-Reranking Decomposition
Hada M Muhammad ⋅ Luan Pham ⋅ Laure Barrière ⋅ Sachin Shetty ⋅ Leonardo Pulga ⋅ Flora Salim
[ OpenReview] 
Poster
None
HierRR: Enhancing Instruction Alignment in Open-Vocabulary Indoor Scene Synthesis via Agentic Hierarchical Reasoning and Reflection
Weilin Sun ⋅ Lei Meng ⋅ Lihui Zhang ⋅ Manyi Li ⋅ Xiangxu Meng
[ OpenReview] 
Poster
None
Euclidean Embedding of Data Using Local Distances
Dimitris Arabadjis
[ OpenReview] 
Poster
None
SILSA: Sliding-Window Slice Latents for Topology-Preserving High-Resolution 3D Generation
Tianjiao Yu ⋅ Xinzhuo Li ⋅ Yifan Shen ⋅ Ying Shen ⋅ Kiet Nguyen ⋅ Adheesh S Juvekar ⋅ Ismini Lourentzou
[ OpenReview] 
Poster
None
Within-Model vs Between-Prompt Variability in Large Language Models for Creative Tasks
Jennifer Haase ⋅ Jana Gonnermann-Müller ⋅ Paul H Hanel ⋅ Nicolas Leins ⋅ Thomas Kosch ⋅ Jan Mendling ⋅ Sebastian Pokutta
[ OpenReview] 
Poster
None
DUIL: Deep Unsupervised Inverse Learning for in situ Macromolecular Morphology Identification
Mostofa Rafid Uddin ⋅ Seonghui Min ⋅ Mahek B Vora ⋅ Qifeng Wu ⋅ Muyuan Chen ⋅ Min Xu
[ OpenReview] 
Poster
None
Diffusion Models Observe Only Gradients: A Geometric Perspective on Score Matching Errors
Nail B Khelifa ⋅ Richard Turner ⋅ Ramji Venkataramanan
[ OpenReview] 
Poster
None
Recursively Trained Diffusion Models: Limiting Collapse Distribution and Spectral Characterization
Nail B Khelifa ⋅ Richard Turner ⋅ Ramji Venkataramanan
[ OpenReview] 
Poster
None
On the Runway Cascade of Transformers for Language Modeling
Hunjae Lee ⋅ Corey Clark
[ OpenReview] 
Poster
None
From Clips to Streams: A Unified Framework for Streaming Sign Language Translation
Hoang Q Dang ⋅ Xin Shen ⋅ Yanbin Liu ⋅ Xin Yu ⋅ Ling Chen
[ OpenReview] 
Poster
None
Virtual Double Oracle: Faster Convergence by Leveraging Strategies That Were Watching All Along
Ruilan Wang ⋅ Francisco A Reina ⋅ Katerina Papadaki
[ OpenReview] 
Poster
None
Whole-Body Compliant Control via Learned Force-Regulation Modules
Diego Aldarondo ⋅ Aadhithya Iyer ⋅ Daniel Giebisch ⋅ Nina Mortensen ⋅ Sridhar Pandian Arunachalam ⋅ Robert Cochran ⋅ Josh Merel
[ OpenReview] 
Poster
None
Fast Approximate $\ell_p$ Chamfer Distance via Lopsided Embeddings and Structured JL
Ying Feng ⋅ David Woodruff
[ OpenReview] 
Poster
None
PACEvolve++: Improving Test-time Learning for Evolutionary Search Agents
Minghao Yan ⋅ Bo Peng ⋅ Benjamin Coleman ⋅ Ziqi Chen ⋅ Zhouhang Xie ⋅ Shuo Chen ⋅ Zhankui He ⋅ Noveen Sachdeva ⋅ Weili Wang ⋅ Ed Chi ⋅ Shivaram Venkataraman ⋅ Wang-Cheng Kang ⋅ Derek Cheng ⋅ Beidou Wang
[ OpenReview] 
Poster
None
ESS-Flow: training-free guidance as Bayesian inference in source space
Adhithyan Kalaivanan ⋅ Zheng Zhao ⋅ Jens Sjölund ⋅ Fredrik Lindsten
[ OpenReview] 
Poster
None
Towards Convergence of PPO: An Approximate Descent Approach
Leif Döring ⋅ Daniel A Schmidt ⋅ Moritz Melcher ⋅ Sebastian Kassing ⋅ Benedikt Wille ⋅ Tilman Aach ⋅ Simon Weissmann
[ OpenReview] 
Poster
None
Causal Survival Forests with Negative Controls
Zijun Gao ⋅ Kyoungeui Hong ⋅ Leyi Ma ⋅ Qianli Wu ⋅ Zachary Izzo ⋅ Ruishan Liu
[ OpenReview] 
Poster
None
Beyond MMSE: Enhancing PnP Restoration with ProxiMAP
Kenta Vert ⋅ Giacomo Meanti ⋅ Scott Pesme ⋅ Michael Arbel ⋅ Julien Mairal
[ OpenReview] 
Poster
None
AIRA 2: Overcoming Bottlenecks in AI Research Agents
Karen Hambardzumyan ⋅ Nicolas Baldwin ⋅ Edan Toledo ⋅ RISHI HAZRA ⋅ Michael Kuchnik ⋅ Bassel Al Omari ⋅ Thomas Foster ⋅ Anton Protopopov ⋅ Jean-Christophe Gagnon-Audet ⋅ Ishita Mediratta ⋅ Kelvin Niu ⋅ Michael Shvartsman ⋅ Alisia Lupidi ⋅ Alexis Audran-Reiss ⋅ Parth Pathak ⋅ Tatiana Shavrina ⋅ Despoina Magka ⋅ Hela Momand ⋅ Derek Dunfield ⋅ Nicola Cancedda ⋅ Pontus Lars Erik Saito Stenetorp ⋅ Carole-Jean Wu ⋅ Jakob Foerster ⋅ Yoram Bachrach ⋅ Martin Josifoski
[ OpenReview] 
Poster
None
Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents
Xiaofang Yang ⋅ Ziqi Miao ⋅ Dianbo Sui ⋅ Jing Shao ⋅ Lijun Li
[ OpenReview] 
Poster
None
Defining Operational Conditions for Safety-Critical AI-Based Systems from Data
Johann M Christensen ⋅ Elena Hoemann ⋅ Frank Köster ⋅ Sven Hallerbach
[ OpenReview] 
Poster
None
Short-Context Dominance: How Much Local Context Natural Language Actually Needs?
Vala Vakilian ⋅ Zimeng Wang ⋅ Ankit Rawat ⋅ Christos Thrampoulidis
[ OpenReview] 
Poster
None
Orthogonal Origin Parking: Decoupling Lorentz Manifolds for Robust OOD Generalization
Peter J Kampen ⋅ Anders N Christensen ⋅ Morten R Hannemose ⋅ Anders Dahl ⋅ Josefine Vilsbøll Sundgaard
[ OpenReview] 
Poster
None
High-arity Sample Compression
Leonardo Coregliano ⋅ William Opich
[ OpenReview] 
Poster
None
SLS-Bench: A Benchmark for Incident Log Summarization with Synthetic Observability Data
Valerii Iakovlev ⋅ Markus Spanring ⋅ Martin Flechl
[ OpenReview] 
Poster
None
When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction
Vardhan Dongre ⋅ Joseph Hsieh ⋅ Viet Lai ⋅ Seunghyun Yoon ⋅ Trung Bui ⋅ Dilek Hakkani-Tur
[ OpenReview] 
Poster
None
Social Choice Foundations for Simulation-Augmented Generation
Sonja Kraiczy ⋅ Smitha Milli ⋅ Ratip Emin Berker ⋅ Avinandan Bose ⋅ Brandon Amos ⋅ Jamelle Watson-Daniels ⋅ Maximilian Nickel ⋅ Edith Elkind ⋅ Ariel Procaccia
[ OpenReview] 
Poster
None
AVO: Agentic Variation Operators for Autonomous Evolutionary Search
Terry Chen ⋅ Zhifan Ye ⋅ Bing Xu ⋅ Zihao Ye ⋅ Timmy Liu ⋅ Ali Hassani ⋅ Tianqi Chen ⋅ Andrew Kerr ⋅ Haicheng Wu ⋅ Vedaanta Agarwalla ⋅ Fengzhe Zhou ⋅ Shangda Li ⋅ Yang Xu ⋅ Yu-Jung Chen ⋅ Hanfeng Chen ⋅ Aditya Kane ⋅ Ronny Krashinsky ⋅ Ming-Yu Liu ⋅ Vinod Grover ⋅ Luis Ceze ⋅ Roger Bringmann ⋅ John Tran ⋅ Wei Liu ⋅ Feng Xie ⋅ Michael Lightstone ⋅ Humphrey Shi
[ OpenReview] 
Poster
None
Position: Machine Learning Models for Reaction Transition States Deserve Better
Atharva Tambat ⋅ Ankit Ghosh ⋅ Swastik Kumar ⋅ Raghavan B Sunoj ⋅ Abir De
[ OpenReview] 
Poster
None
FreeOcc: Decoupling Ego-Motion for Efficient 4D Occupancy Forecasting via Continuous Flow Matching
Zeping Zhang ⋅ Zhuoya Zhao ⋅ Samy Metari ⋅ Robert Laganiere
[ OpenReview] 
Poster
None
CalArena: A Large Scale Post-Hoc Calibration Benchmark
Eugène Berta ⋅ David Holzmüller ⋅ Francis Bach ⋅ Michael Jordan
[ OpenReview] 
Poster
None
DeformGen: Dynamics-Based Topology Augmentation for Deformable Manipulation Policy Learning
Zili Lin ⋅ Wenyao Zhang ⋅ Yuyang Zhang ⋅ Zekun Qi ⋅ Junyan Lin ⋅ Hanxin Zhu ⋅ Jiaolong Yang ⋅ Zhibo Chen ⋅ Yao Mu ⋅ Xiaokang Yang ⋅ Xin Jin ⋅ Wenjun Zeng
[ OpenReview] 
Poster
None
Machine Learning-Driven RAG System Design
Anastasia Orlova ⋅ Nina Gubina ⋅ Aleksei Dmitrenko ⋅ Arsen Sarkisyan ⋅ Nikita Vetoshkin ⋅ Anastasiia Gorbunova ⋅ Ivan Dubrovsky ⋅ Julia Razlivina ⋅ Bogdan Neterebskii ⋅ Andrei Dmitrenko
[ OpenReview] 
Poster
None
Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples
Alexandra Souly ⋅ Javier Rando ⋅ Ed Chapman ⋅ Xander Davies ⋅ Burak Hasircioglu ⋅ Ezzeldin Shereen ⋅ Carlos Mougan ⋅ Vasilios Mavroudis ⋅ Erik Jones ⋅ Chris Hicks ⋅ Nicholas Carlini ⋅ Yarin Gal ⋅ Robert Kirk
[ OpenReview] 
Poster
None
When and Why is Optimistic Multiplicative Weights Slow? The Geometry of Energy Dissipation
John Lazarsfeld ⋅ Anas Barakat ⋅ Georgios Piliouras ⋅ Antonios Varvitsiotis ⋅ Andre Wibisono
[ OpenReview] 
Poster
None
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting
Chen Su ⋅ Yuanhe Tian ⋅ Yan Song
[ OpenReview] 
Poster
None
Knowledge-Level Consistency Reinforcement Learning: Dual-Fact Alignment for Long-Form Factuality
Junliang Li ⋅ Yucheng Wang ⋅ Yan Chen ⋅ Yu Ran ⋅ Ruiqing Zhang ⋅ Jing Liu ⋅ Hua Wu ⋅ Haifeng Wang
[ OpenReview] 
Poster
None
Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation
Mariam Hassan ⋅ Kaouther Messaoud ⋅ WUYANG LI ⋅ Alexandre Alahi
[ OpenReview] 
Poster
None
Who Watches the Watchers? Semantically-Constrained Reinforcement Learning for Red-Teaming Provenance Intrusion Detectors
Brayden Killeen ⋅ Derui Wang ⋅ Nasrin Sohrabi ⋅ Qin Wang ⋅ Zahir Tari ⋅ Minhui Xue
[ OpenReview] 
Poster
None
A typed tensor language for federated learning
Theofilos Mailis ⋅ Kalliopi-Christina Despotidou ⋅ Konstantinos Filippopolitis ⋅ Yannis Foufoulas ⋅ Thanasis-Michail Karampatsis ⋅ Andreas Ktenidis ⋅ Evdokia Mailli ⋅ Theodore Papamarkou ⋅ Yannis Ioannidis
[ OpenReview] 
Poster
None
Behavioral Foundation Models for Quality Diversity
Nazim Bendib ⋅ Nicolas Perrin-Gilbert ⋅ Olivier Sigaud
[ OpenReview] 
Poster
None
Unpacking the Evaluators: How Configuration Shapes the Evaluation of Alignment in Explainable AI
Gizem Karagoz ⋅ Tanir Özçelebi ⋅ Nirvana Meratnia
[ OpenReview] 
Poster
None
Magnitude-preserving Layers Enable Efficient GANs
Nick Huang ⋅ Jackson Woodleigh ⋅ Aaron Gokaslan ⋅ Xinjie Yi ⋅ James Tompkin
[ OpenReview] 
Poster
None
Beyond Normal References: Discriminative Few-Shot Anomaly Detection
Huan Wang ⋅ Jun Shen ⋅ Jun Yan ⋅ Guansong Pang
[ OpenReview] 
Poster
None
Bits Beat Tokens: A Regret Rate Distortion Theory for Large Language Model Agents
Wanrong Yang ⋅ Lingfang Li ⋅ Dominik Wojtczak ⋅ Yihang Zhou ⋅ Danli Shi ⋅ Yalin Zheng
[ OpenReview] 
Poster
None
Kernel Token Contradiction: a Fast and Principled Approach for LLM Claim Uncertainty Quantification
Jérémie Dentan ⋅ Alexi Canesse ⋅ Mahammed E Sharkawy ⋅ Sonia Vanier
[ OpenReview] 
Poster
None
PatchBench: Measuring Collateral Damage in Activation Patching
Alexi Canesse ⋅ Mathis Le Bail ⋅ Maël JENNY ⋅ Clément Elliker ⋅ Mahammed E Sharkawy ⋅ Sonia Vanier
[ OpenReview] 
Poster
None
Computer Use at the Edge of the Statistical Precipice
Pierluca D'Oro ⋅ Sneha Silwal ⋅ William R Wong ⋅ Yuxuan Sun ⋅ Fanyi Xiao ⋅ Manchen Wang ⋅ Eric Gan ⋅ Allen Bolourchi ⋅ Joseph Tighe
[ OpenReview] 
Poster
None
EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction
Shiyu Ji ⋅ Yixuan Wang ⋅ Yijun Liu ⋅ Qingfu Zhu ⋅ Wanxiang Che
[ OpenReview] 
Poster
None
Augmented Lagrangian Predictive Coding
Jeffrey Seely ⋅ Julian J Gould
[ OpenReview] 
Poster
None
Understanding and Mitigating Under-Confidence in GNNs from the Final Layer
Jincheng Huang ⋅ Jie Xu ⋅ Ping Hu ⋅ Xiaoshuang Shi ⋅ Lei Feng ⋅ Xiaofeng Zhu
[ OpenReview] 
Poster
None
From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs
Yuchuan Tian ⋅ Yuchen Liang ⋅ Shuo Zhang ⋅ Yingte Shu ⋅ Guangwen Yang ⋅ Wei He ⋅ Sibo Fang ⋅ Tianyu Guo ⋅ Kai Han ⋅ Chao Xu ⋅ Hanting Chen ⋅ Xinghao Chen ⋅ Yunhe Wang
[ OpenReview] 
Poster
None
Physical AI Smart Spaces: A Large-Scale Benchmark for Multi-Camera 3D Perception in Smart Spaces
Yuxing Wang ⋅ Yizhou Wang ⋅ Anqi Li ⋅ Shuo Wang ⋅ Sameer S Pusegaonkar ⋅ Haoquan Liang ⋅ Jiajun Li ⋅ Shenxin Jiang ⋅ Jianhe Yuan ⋅ Shangru Li ⋅ Tongwei Dai ⋅ Zihao Chen ⋅ David C Anastasiu ⋅ Zheng (Thomas) Tang ⋅ Sujit Biswas ⋅ Xunlei Wu
[ OpenReview] 
Poster
None
BAT3R: Robust Online 3D Reconstruction with Bayesian Adaptive State Updates
Lijian Li ⋅ Yuanpeng He ⋅ Yudian Zheng ⋅ Chung-ju Huang ⋅ Linyu Li ⋅ Dongming Jin ⋅ Wenpin Jiao ⋅ Zhi Jin ⋅ Chi-Man Pun
[ OpenReview] 
Poster
None
Phase-wise MLLM Tuning for Multi-framework WebUI Code Generation
Haoran Ma ⋅ Linxiao Li ⋅ Chenyue Wang ⋅ Haochen Sui ⋅ Jiechao Gao
[ OpenReview] 
Poster
None
Toward Executable Multi-framework Front-end Code Generation with Self-Correction
Linxiao Li ⋅ Haoran Ma ⋅ Chenyue Wang ⋅ Jiaye Lin ⋅ Haochen Sui ⋅ Jiechao Gao
[ OpenReview] 
Poster
None
Rate-Constrained Edge Metadata for Sender–Receiver Generative Video Super-Resolution
Jiaqi Guo ⋅ Mingzhen Li ⋅ Haohong Wang ⋅ Aggelos Katsaggelos
[ OpenReview] 
Poster
None
Deep Reasoning in General Purpose Agents via Structured Meta-Cognition
Dean Light ⋅ Michael Theologitis ⋅ Kshitish Ghate ⋅ Stella Li ⋅ Benjamin Newman ⋅ Chirag Shah ⋅ Aylin Caliskan ⋅ Pang Wei Koh ⋅ Dan Suciu ⋅ Yulia Tsvetkov
[ OpenReview] 
Poster
None
Stage Light is Sequence$^2$: Multi-Light Control via Imitation Learning
Zijian Zhao ⋅ Dian Jin ⋅ Zijing Zhou ⋅ Xiaoyu Zhang
[ OpenReview] 
Poster
None
Grounding 3D Affordance from Human-Object-Interaction Videos via Multimodal Large Language Model
Hanqing Wang ⋅ Mingyu Liu ⋅ Xiaoyu Chen ⋅ Chengwei MA ⋅ Yiming Zhong ⋅ Yuhao Liu ⋅ Wenti Yin ⋅ Xing Mu ⋅ Jiahao Yuan ⋅ Zhiqing Cui ⋅ Lu Dai ⋅ Zhiyuan Ma ⋅ Hui Xiong
[ OpenReview] 
Poster
None
One Step is Enough: Multi-Agent Reinforcement Learning Based on One-Step Policy Optimization for Order Dispatch on Ride-Sharing Platforms
Zijian Zhao ⋅ Sen Li
[ OpenReview] 
Poster
None
Graph Topology Augmentation for Prioritized Sweeping in Non-stationary Reinforcement Learning
Gia-Hung Pham ⋅ Tuan Dam
[ OpenReview] 
Poster
None
Cross-Attentive Bayesian Low-Rank Adaptation for Multimodal Uncertainty Estimation
Habibeh Naderi Khorshidi ⋅ Behrouz Soleimani ⋅ Stan Matwin
[ OpenReview] 
Poster
None
When Does Non-Uniform Replay Matter in Reinforcement Learning?
Michal Korniak ⋅ Mikołaj Czarnecki ⋅ Yarden As ⋅ Piotr Miłoś ⋅ Pieter Abbeel ⋅ Michal Nauman
[ OpenReview] 
Poster
None
BASIL-DCM: Biophysical Amortized Scalable Inference for Latent Dynamic Causal Modeling
Moein Khajehnejad ⋅ Forough Habibollahi ⋅ Leonardo Novelli ⋅ Adeel Razi
[ OpenReview] 
Poster
None
BrainWhisperer: Leveraging Whisper for Speech Decoding in Neuroprosthetics
Tommaso Boccato ⋅ Michał Olak ⋅ Moein Khajehnejad ⋅ Matteo Ferrante
[ OpenReview] 
Poster
None
BrainTRACE: Tracing Longitudinal, Multimodal, and Volumetric Evidence in Brain MRI Clinical Reasoning
Qizhen Lan ⋅ Mengchen Fan ⋅ Hang Zhang ⋅ Jingwei Duan ⋅ Moule Lin ⋅ Jialin Chen ⋅ Baocheng Geng ⋅ Xiaoqian Jiang
[ OpenReview] 
Poster
None
Is Complex Training Necessary for Long-Tailed OOD Detection? A Re-think from Feature Geometry
Ningkang Peng ⋅ Xuanming Chen ⋅ Yanhui Gu
[ OpenReview] 
Poster
None
Radial-Angular Geometry for Reliable Update Diagnosis in Noisy-Label Learning
Ningkang Peng ⋅ Jingyang Mao ⋅ Xiaoqian Peng ⋅ Qu Weiguang ⋅ Yanhui Gu
[ OpenReview] 
Poster
None
Minimax Private Estimation of Smooth Optimal-Transport Maps
Clément Lalanne ⋅ David Rodríguez-Vítores ⋅ Franck Iutzeler ⋅ Jean-Michel Loubes
[ OpenReview] 
Poster
None
CryptanalysisBench: Can LLMs do cryptanalysis?
Lukas Fluri ⋅ Avital Shafran ⋅ Nicholas Carlini ⋅ Matthew Jagielski ⋅ Milad Nasr ⋅ Orr Dunkelman ⋅ Eyal Ronen ⋅ Florian Tramer
[ OpenReview] 
Poster
None
AgenticOCR: Parsing Only What You Need for Efficient Retrieval-Augmented Generation
Zhengren Wang ⋅ Dongsheng Ma ⋅ Huaping Zhong ⋅ Jiayu Li ⋅ Yijie Wang ⋅ Tianyao He ⋅ Wentao Zhang ⋅ Bin Wang ⋅ Conghui He
[ OpenReview] 
Poster
None
AI Models Can Provably Hide Arbitrary Capabilities
Andis Draguns ⋅ Sumeet Motwani ⋅ Raymond Douglas ⋅ Christian Schroeder de Witt
[ OpenReview] 
Poster
None
Quantile Benchmarking Heterogeneous Web Corpora in Open LLM Pretraining
Kairong Luo ⋅ Zhenbo Sun ⋅ Xinyu Shi ⋅ Shengqi Chen ⋅ Bowen Yu ⋅ Yunyi Chen ⋅ Chenyi Dang ⋅ Tao H Tao ⋅ Hui Wang ⋅ Fangming Liu ⋅ Kaifeng Lyu ⋅ Wenguang Chen
[ OpenReview] 
Poster
None
Retrieval Over Training: Similarity search-based Model Selection for Time Series Anomaly Detection
Christos Panourgias ⋅ Roberto Stanzione ⋅ Adrien Petralia ⋅ Themis Palpanas ⋅ Paul Boniol
[ OpenReview] 
Poster
None
From Detection to Understanding — A Multi-Task Dataset for Traffic Anomaly Reasoning
Han Zhang ⋅ yilin zhao ⋅ Zaid P Bhat ⋅ Zheng (Thomas) Tang ⋅ Varun Praveen ⋅ Vidya Nariyambut Murali ⋅ David C Anastasiu ⋅ Tomasz Kornuta
[ OpenReview] 
Poster
None
Large Discrete Policy: Advancing Explicit Behavior Modeling with Stochastic Iterative Scoring
Zhenxin Li ⋅ Nadine Chang ⋅ Xinglong Sun ⋅ Jingde Chen ⋅ Wenhao Yao ⋅ Zi Wang ⋅ Maying Shen ⋅ Yu-Gang Jiang ⋅ Zuxuan Wu ⋅ Shiyi Lan ⋅ Jose M. Alvarez
[ OpenReview] 
Poster
None
MobileMoE: Scaling On-Device Mixture of Experts
Yanbei Chen ⋅ Hanxian Huang ⋅ Ernie Chang ⋅ Jacob Szwejbka ⋅ Digant Desai ⋅ Zechun Liu ⋅ Vikas Chandra ⋅ Raghuraman Krishnamoorthi
[ OpenReview] 
Poster
None
GEMS-3D: A Large-Scale 3D Gravity, Electrical, Magnetic, and Seismic Earth Simulation Dataset for Multimodal Geophysical Learning
Yonghao Wang ⋅ Meijia Huang ⋅ Wenkai Lu ⋅ Zhuo Jia ⋅ Hao Feng ⋅ Leyuan Fang
[ OpenReview] 
Poster
None
The Implicit Bias of Hyperbolic Representation Learning for Multiclass Data: A Busemann Risk Perspective
Xingrun Li ⋅ Sho Kuno ⋅ Yusuke Mukuta ⋅ Xin Yang ⋅ Tatsuya Harada
[ OpenReview] 
Poster
None
At FullTilt: Real-Time Open-Set 3D Macromolecule Detection Directly from Tilted 2D Projections
Ming-Yang Ho ⋅ Alberto Bartesaghi
[ OpenReview] 
Poster
None
Reweighted Flow Matching via Unbalanced Optimal Transport for Label-free Long-tailed Generation
Hyunsoo Song ⋅ Minjung Gim ⋅ Jaewoong Choi
[ OpenReview] 
Poster
None
RAWild: Toward Sensor-Agnostic RAW Object Detection via Physics-Guided Curve and Grid Modeling
Shuhong Liu ⋅ Gengjia Chang ⋅ Jun Liu ⋅ Xuangeng Chu ⋅ Yinqiang Zheng ⋅ Tatsuya Harada ⋅ Ziteng Cui
[ OpenReview] 
Poster
None
Pseudo-Labeling for Unsupervised Domain Adaptation with Kernel GLMs
Nathan Weill ⋅ Kaizheng Wang
[ OpenReview] 
Poster
None
Grounded-Exo2Ego: Structured Semantic Grounding for Robust Exocentric-to-Egocentric Video Generation
Shengze Wang ⋅ Michael Stengel ⋅ Tianye Li ⋅ Wookie Park ⋅ Amrita Mazumdar ⋅ Koki Nagano ⋅ Alex Trevithick ⋅ Shalini De Mello
[ OpenReview] 
Poster
None
FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution
Shuhong Liu ⋅ Xining Ge ⋅ quanfeng xu ⋅ Ziteng Cui ⋅ Liuzhuozheng Li ⋅ Gengjia Chang ⋅ Jun Liu ⋅ Ziying Gu ⋅ Dong Li ⋅ Xuangeng Chu ⋅ Lin Gu ⋅ Tatsuya Harada
[ OpenReview] 
Poster
None
World from Motion: Generative Dynamic Gaussian Reconstruction from Monocular Video
Liyuan Zhu ⋅ Shengyu Huang ⋅ Amrita Mazumdar ⋅ Tianye Li ⋅ Zan Gojcic ⋅ Gordon Wetzstein ⋅ Iro Armeni ⋅ Shalini De Mello ⋅ Alex Trevithick
[ OpenReview] 
Poster
None
ShadowFPT: Backdooring Federated Prompt Tuning via Shadow Triggers
Kun Zhai ⋅ Teng Li ⋅ Yunhao Feng ⋅ Xingjun Ma
[ OpenReview] 
Poster
None
PolySplat: Workload-Regime-Aware Rasterization for 3D Gaussian Splatting
Longzan Luo ⋅ Bin CUI ⋅ Xupeng Miao
[ OpenReview] 
Poster
None
Unlocking Volition: Proactive Intention Decoding via Interpretable Graph Learning of Multi-Region ECoG
Kaizhong Zheng ⋅ JiaJunMA ⋅ Hongru Liu ⋅ Xinjian LI ⋅ Wei Xi ⋅ Liangjun Chen ⋅ Badong Chen
[ OpenReview] 
Poster
None
The Power of Menus in Dynamic Pricing: Near Optimal Regret and Equivalence Results
Shiliang Zuo
[ OpenReview] 
Poster
None
OopsWorld! Operation-Grounded Seamless World Generation
Dongping Chen ⋅ Tianyi Zhou
[ OpenReview] 
Poster
None
Model-Based Online Decision Making via Generative Trajectory Planning
Haldun Balim ⋅ Yilun Du ⋅ Na Li
[ OpenReview] 
Poster
None
GradShield: Alignment Preserving Finetuning
Zhanhao Hu ⋅ Xiao Huang ⋅ Patrick Mendoza ⋅ Emad A Alghamdi ⋅ Basel Alomair ⋅ Raluca Popa ⋅ David Wagner
[ OpenReview] 
Poster
None
Learnable Low-Rank Polynomial Sketch for Effective Linear Attention
Zongyue Qin ⋅ Haoran Deng ⋅ Jason Cong ⋅ Yizhou Sun
[ OpenReview] 
Poster
None
Directional Confusions Reveal Divergent Inductive Biases Through Rate-Distortion Geometry in Human and Machine Vision
Leyla Roksan Caglar ⋅ Pedro A.M Mediano ⋅ Baihan Lin
[ OpenReview] 
Poster
None
In-Context Benign Overfitting: A Feature-Selection Model in Linear Regression ICL
Puneesh Deora ⋅ Bhavya Vasudeva ⋅ Christos Thrampoulidis
[ OpenReview] 
Poster
None
Generalization Dynamics of Linear Diffusion Models
Claudia Lioba Merger ⋅ Sebastian Goldt
[ OpenReview] 
Poster
None
Compressing Collections of Trees with Decision Equivalence
Hayden McTavish ⋅ Jon Donnelly ⋅ Margo Seltzer ⋅ Cynthia Rudin
[ OpenReview] 
Poster
None
Counterfactual Distillation: Internalizing Reflective Experience into LLM Agent
Rui Ge ⋅ Yichao Fu ⋅ Yu-Yang Qian ⋅ Junda Su ⋅ Yiming Zhao ⋅ Hao Zhang
[ OpenReview] 
Poster
None
The Horizon Threshold in Cooperative Multi-Agent Reward-Free Exploration
Idan Barnea ⋅ Orin Levy ⋅ Yishay Mansour
[ OpenReview] 
Poster
None
FuncFormer: Circuit Representation Learning via the Flow of Functional Propagation
Yunjie Ji ⋅ Jie Wang ⋅ Zhihai Wang ⋅ Min Li ⋅ Junhua Huang ⋅ Zhihao Shi ⋅ Feng Wu ⋅ Mingxuan Yuan ⋅ Jianye Hao
[ OpenReview] 
Poster
None
From Expert Knowledge to Optimization Modeling: Prototype-Based Data Synthesis and Logical Reinforcement Learning
Bo Hu ⋅ Qingcan Kang ⋅ Qian Liu ⋅ Mingxuan Yuan
[ OpenReview] 
Poster
None
RelationVGGT : Visual Geometry Transformers for 3D Spatial Relation Segmentation
Minsu Kim ⋅ Jaesung Choe ⋅ Jiwoo Lee ⋅ Frank Wang ⋅ Seon Joo Kim
[ OpenReview] 
Poster
None
A Dynamic Decomposition Strategy for the MOEA/D With Proven Performance Guarantees
Benjamin Doerr ⋅ Martin S. Krejca ⋅ Noé Weeks
[ OpenReview] 
Poster
None
Bypassing PC1 Makes SAEs More Reproducible
Nathan Delisle ⋅ Chenhao Tan
[ OpenReview] 
Poster
None
Accelerated Image Editing via Consistency-Aware Source Token Pruning
Jeongsol Kim ⋅ Jong Chul Ye ⋅ Yufei Wang ⋅ Jian Wang
[ OpenReview] 
Poster
None
Data-Adaptive Mahalanobis Metric Learning for Cross-Head Attention in Transformers
Zhenke Duan ⋅ Xin Li ⋅ Jiqun Pan ⋅ Xiaofei Dong ⋅ Hanwen Ning ⋅ Xinyuan Song
[ OpenReview] 
Poster
None
Amortized Guidance for Image Inpainting with Pretrained Diffusion Models
Yilie Huang ⋅ XUNYU ZHOU
[ OpenReview] 
Poster
None
Beyond Average Flatness: Domain-wise Flatness for Domain Generalization
Seungjun Choi ⋅ Heeyoung Kim
[ OpenReview] 
Poster
None
Is the Importance Ratio Necessary for Stable Reinforcement Learning in LLMs?
Shuibai Zhang ⋅ Junhyuck Kim ⋅ Gyeongman Kim ⋅ Jaewoong Cho
[ OpenReview] 
Poster
None
Context Value Informed In-Context Reinforcement Learning
Wenhao Zhang ⋅ Shao Zhang ⋅ Xihuai Wang ⋅ Yang Li ⋅ Ying Wen
[ OpenReview] 
Poster
None
Verigrad: Verification-Driven Multi-Agent GPU Kernel Generation for High-Order MLIP Derivatives
yao liu ⋅ Yuanchang Zhou ⋅ Hongtao Xu ⋅ Mingzhen Li
[ OpenReview] 
Poster
None
Soft-Radial Projection for Constrained End-to-End Learning
Philipp Schneider ⋅ Daniel Kuhn
[ OpenReview] 
Poster
None
Skill-Coupled Policy Optimization with Calibrated Group-Wise Advantage Estimation
Peng Wang ⋅ Zhendong Chu ⋅ Chengshuai Shi ⋅ Matthias Poloczek ⋅ Cong Shen ⋅ Jing Yang
[ OpenReview] 
Poster
None
Support-Safe Variational Hybrid Filtering for Contact-Mode and Sparse-Law Recovery
Marios Papamichalis ⋅ Regina Ruane
[ OpenReview] 
Poster
None
Causal Evaluation of Membership Inference Attacks
Mathieu Even ⋅ Clément Berenfeld ⋅ Linus Bleistein ⋅ Tudor Cebere ⋅ Julie Josse ⋅ Aurélien Bellet
[ OpenReview] 
Poster
None
Optimal Linear Regression Without a Variance
Artin Tajdini ⋅ Jasper C.H. Lee ⋅ Jonathan Scarlett ⋅ Kevin Jamieson
[ OpenReview] 
Poster
None
Temporal Prototype Alignment for Frozen-Feature Dataset Distillation
Rui Ding ⋅ Jing Hu ⋅ Mei Chen ⋅ Xi Wu ⋅ Hualin zhou ⋅ Fan Wu ⋅ Kehua Guo ⋅ Tao Gu
[ OpenReview] 
Poster
None
GUI-Libra: Data-Efficient Post-Training for Reliable Reasoning-and-Acting in Native GUI Agents
Rui Yang ⋅ Qianhui Wu ⋅ Zhaoyang Wang ⋅ Hanyang Chen ⋅ Ke Yang ⋅ Hao Cheng ⋅ Huaxiu Yao ⋅ Baolin Peng ⋅ Huan Zhang ⋅ Jianfeng Gao ⋅ Tong Zhang
[ OpenReview] 
Poster
None
CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models
Chengqian Zhang ⋅ Yucheng Jin ⋅ Duo Zhang ⋅ Tiejun Li ⋅ Han Wang
[ OpenReview] 
Poster
None
FRInGe: Distribution-Space Integrated Gradients with Fisher–Rao Geometry
Gabriele Martino ⋅ Sebastian Tschiatschek
[ OpenReview] 
Poster
None
Flow-Direct: Feedback-Efficient and Reusable Guidance for Flow Models via Non-Parametric Guidance Field
Kim Yong Tan ⋅ Yueming LYU ⋅ Ivor Tsang ⋅ Yew Soon Ong
[ OpenReview] 
Poster
None
Next-Token Prediction Enables Scalable Learning of Sleep Physiology
Jonathan F Carter ⋅ Lionel Tarassenko
[ OpenReview] 
Poster
None
Long-Range Spatio-Temporal Graph Propagation Through Oscillations
Alessio Gravina ⋅ Alessandro Trenta ⋅ Tai Hoang ⋅ Andrea Ceni ⋅ Gerhard Neumann ⋅ Davide Bacciu
[ OpenReview] 
Poster
None
Leech Lattice Vector Quantization for Efficient LLM Compression
Tycho F van der Ouderaa ⋅ Mart van Baalen ⋅ Paul Whatmough ⋅ Markus Nagel
[ OpenReview] 
Poster
None
On JEPA Isotropy
Thomas Y Lin ⋅ Han Liu ⋅ Jerry Yao-Chieh Hu
[ OpenReview] 
Poster
None
Lower-Level Agnostic Bilevel Optimization
Peiwen Qiu ⋅ Prashant Khanduri ⋅ Jia (Kevin) Liu
[ OpenReview] 
Poster
None
CUVET: A Partitioning Approach for Continuous Treatment Assignment At Scale
Artem Betlei ⋅ Mariia Vladimirova ⋅ Victor Girou ⋅ Thibaud Rahier
[ OpenReview] 
Poster
None
Safety Reconstructed: Generative Modeling via Masked Diffusion Builds Strong Safety Guardrails
Gert Lek ⋅ Abele Mălan ⋅ Chaoyi Zhu ⋅ Pin-Yu Chen ⋅ Robert Birke ⋅ Lydia Chen
[ OpenReview] 
Poster
None
SAPO: Step-Level Skill-Augmented Policy Optimization for Multi-Turn LLM Agents
Prince Z Wang ⋅ Shuli Jiang
[ OpenReview] 
Poster
None
From Density Matrices to Phase Transitions in Deep Learning: Spectral Early Warnings and Interpretability
Max Hennick ⋅ Guillaume Corlouer
[ OpenReview] 
Poster
None
SF-DST: Adapting Vision-Language Models for Anomaly Detection via Asymmetric Modulation and A-LoRA
Zhipeng Wang ⋅ Xiaofei Li ⋅ Dong Zhao ⋅ Yonghong Song
[ OpenReview] 
Poster
None
Dialect ASR based on Multi-View Pseudo-Parallel Augmentation and Noise-Robust Contrastive Learning
Jianing Zhou ⋅ Ziheng Zeng ⋅ Hongyu Gong ⋅ Suma Bhat
[ OpenReview] 
Poster
None
PARE: Pruning and Adaptive Routing for Efficient Video Generation
Yutong Wang ⋅ Yunke Wang ⋅ Tianfan Xue ⋅ Yu Qiao ⋅ Yaohui WANG ⋅ Xinyuan Chen ⋅ Chang Xu
[ OpenReview] 
Poster
None
Subliminal Learning as Trait-Direction Drift: A Mechanism and Targeted Control under SFT Distillation
Zhixuan Liu ⋅ Zhichen Dong ⋅ Yuyu Fan ⋅ Xiangtian Li ⋅ Chao Yang
[ OpenReview] 
Poster
None
Hyperbolic Concept Bottleneck Models
Daniel Uyterlinde ⋅ Swasti S Mishra ⋅ Pascal Mettes
[ OpenReview] 
Poster
None
ZEBRA: Zero-shot Budgeted Resource Allocation for LLM Orchestration
May Hamri ⋅ Inbal Talgam-Cohen
[ OpenReview] 
Poster
None
Distributional Estimation of 3D Object Orientation
Minjoon Kim ⋅ Chunghyun Park ⋅ Minsu Cho
[ OpenReview] 
Poster
None
Sharpness, Stability, and Step-Size Scaling in Deep Polynomial Networks
Alexandru Crăciun ⋅ Debarghya Ghoshdastidar
[ OpenReview] 
Poster
None
H2G: Hierarchy-Aware Hyperbolic Grouping for 3D Scenes
ByungHa Ko ⋅ Youngmin Lee ⋅ Dong Hwan Kim
[ OpenReview] 
Poster
None
Probabilistic Circuits for Irregular Multivariate Time Series Forecasting
Christian Klötergens ⋅ Lars Schmidt-Thieme ⋅ Vijaya Krishna Yalavarthi
[ OpenReview] 
Poster
None
PIGRAM: An Interpretable Patch--Motif Interaction Grammar for Protein--Nucleic-Acid Recognition
Yaru Han
[ OpenReview] 
Poster
None
Training on Documents About Monitoring Leads to CoT Obfuscation
Reilly Haskins ⋅ Bilal Chughtai ⋅ Joshua Engels
[ OpenReview] 
Poster
None
ParaPC-FM: Accelerating Parallel Sampling via Principled Initialization
Bangwei Li ⋅ Chuan Gou ⋅ Jianrong Lu ⋅ Guoyao Yu ⋅ Jianhai Chen
[ OpenReview] 
Poster
None
Locking Pretrained Weights via Deep Low-Rank Residual Distillation
Keitaro Sakamoto ⋅ Pierre Ablin ⋅ Federico Danieli ⋅ Marco Cuturi
[ OpenReview] 
Poster
None
COSAC: Counterfactual Credit Assignment in Sequential Cooperative Teams
Shripad Deshmukh ⋅ Jayakumar Subramanian ⋅ Raghavendra Addanki ⋅ Nikos Vlassis
[ OpenReview] 
Poster
None
Gradient-based Graph Structure Optimisation for Research Networks
Louis Mahon ⋅ Mirella Lapata
[ OpenReview] 
Poster
None
Stability-Enhanced Federated Learning with Accelerated Gradient
Tianxiang Chen ⋅ Wenjie Hou ⋅ Feng Wang ⋅ Tiantong Wang ⋅ Zhiming Zheng ⋅ Shaoting Tang ⋅ Wei Yang Bryan Lim
[ OpenReview] 
Poster
None
Intent Factored Generation: Unleashing the Diversity in Your Language Model
Eltayeb Ahmed ⋅ Uljad Berdica ⋅ Martha Elliott ⋅ Danijela Horak ⋅ Jakob Foerster
[ OpenReview] 
Poster
None
Don't Always Pick the Highest-Performing Model: An Information Theoretic View of LLM Ensemble Selection
Yigit Turkmen ⋅ Baturalp Buyukates ⋅ Melih Bastopcu
[ OpenReview] 
Poster
None
Regret-Optimal Wasserstein-Robust Regression
Sloan Nietert ⋅ Daniel Kuhn
[ OpenReview] 
Poster
None
A Generalized Tikhonov Layer for Interpretable-by-design Graph Neural Networks
Nicolas Tremblay ⋅ Filippo Maria Bianchi ⋅ Benjamin Ricaud
[ OpenReview] 
Poster
None
Why Do Time Series Models Need Long Context Windows?
Luca Butera ⋅ Giovanni De Felice ⋅ Andrea Cini ⋅ Cesare Alippi
[ OpenReview] 
Poster
None
Compositional Reasoning in Language Models under Reinforcement Learning Post-Training
Yu He ⋅ Yingxi Li ⋅ Yifei Wang ⋅ Ellen Vitercik
[ OpenReview] 
Poster
None
NeuroRVQ: Multi-Scale Biosignal Tokenization for Generative Foundation Models
Konstantinos Barmpas ⋅ Na Lee ⋅ Dimitrios Chalatsis ⋅ William Raftery ⋅ Yannis Panagakis ⋅ Dimitrios Adamos ⋅ N Laskaris ⋅ Alexandros Koliousis ⋅ Dario Farina ⋅ Stefanos Zafeiriou
[ OpenReview] 
Poster
None
Memorization Is Folding: Topological Signatures of Noisy-Label Learning
Zhongtian Sun ⋅ Fan Mo ⋅ Prayag Tiwari ⋅ KELIN XIA
[ OpenReview] 
Poster
None
When Sanitization Becomes the Trigger: Defense-Triggered Backdoor Attacks
Zhiguo Yang ⋅ Ruotian Liu ⋅ Peipei Xu ⋅ Wenjie Ruan
[ OpenReview] 
Poster
None
Outcome-Based RL Provably Leads Transformers to Reason, but Only With the Right Data
Yuval Ran-Milo ⋅ ‪Yotam Alexander‬‏ ⋅ Shahar Mendel ⋅ Nadav Cohen
[ OpenReview] 
Poster
None
PRISM: Asymmetric Precision-Recall Optimization for Million-Scale Root Cause Analysis
Wei Zhang ⋅ Rongyao Cai ⋅ Xiaosheng Li ⋅ Hang Yu ⋅ Rui Wang
[ OpenReview] 
Poster
None
Statistical Complexity of Soft Bellman Residual Minimization
Enoch H. Kang ⋅ Kyoungseok Jang
[ OpenReview] 
Poster
None
SSDGExplainer: Structure-Semantic Dual-Guided Explainer for Graph Neural Networks
Zhiqiang Wang ⋅ Chenchao Zhang ⋅ Jianqing Liang ⋅ Xingwang Zhao ⋅ Jiye Liang ⋅ Chuangyin Dang
[ OpenReview] 
Poster
None
ACD-GS: Asymmetric Curvature-aware Densification for 3D Gaussian Splatting
Houqiang Zhong ⋅ Tianchi Zhu ⋅ Qiang Hu ⋅ Xiaoyun Zhang ⋅ Li Song ⋅ Wenjun Zhang
[ OpenReview] 
Poster
None
Corrupted Plans, Clean Traces: What Planning-Execution Decoupling Reveals About CoT Monitoring
Keertana Chidambaram ⋅ Andrew Ilyas ⋅ Vasilis Syrgkanis
[ OpenReview] 
Poster
None
Differentiable Knapsack and Top-k Operators via Dynamic Programming
Germain Vivier-Ardisson ⋅ Michael E Sander ⋅ Axel Parmentier ⋅ Mathieu Blondel
[ OpenReview] 
Poster
None
Online Maximization of Non-Decomposable Test and Population Utilities
Wojciech Kotlowski ⋅ Marek Wydmuch ⋅ Krzysztof Dembczynski
[ OpenReview] 
Poster
None
Why Routers Freeze: Infinite Width Learning Dynamics for Mixture of Experts
Anish Dhir ⋅ Volkan Cevher ⋅ Leena Chennuru Vankadara
[ OpenReview] 
Poster
None
VeriGraph: Towards Verifiable Data-Analytic Agents
Jiajie Jin ⋅ Zhao Yang ⋅ WenLe Liao ⋅ Yuyang Hu ⋅ Guanting Dong ⋅ Xiaoxi Li ⋅ Yutao Zhu ⋅ Zhicheng Dou
[ OpenReview] 
Poster
None
ASAP: Fast Adaptive Sliding Agnostic Poisoning Attack on Federated Learning
HUAZI PAN ⋅ Yanjun Zhang ⋅ Leo Yu Zhang ⋅ Scott D Adams ⋅ Abbas Z Kouzani ⋅ Suiyang Khoo
[ OpenReview] 
Poster
None
Dynamics-Informed Adaptive Offline RL for Real-Time Tokamak Plasma Control
Rohit Sonker ⋅ Xiaoyan Hu ⋅ Hiro J Kaga ⋅ Andrew Rothstein ⋅ Jiayu Chen ⋅ Egemen Kolemen ⋅ Jeff Schneider
[ OpenReview] 
Poster
None
Offline Reinforcement Learning for Plasma Control in Nuclear Fusion: Codebase and Benchmark
YANG FU ⋅ Haomin Bao ⋅ Rohit Sonker ⋅ Xiaoyan Hu ⋅ Aravind Venugopal ⋅ Jeff Schneider ⋅ Jiayu Chen
[ OpenReview] 
Poster
None
Beyond Linear Activation Steering: Invertible Latent Transformations for Controlling LLM Behavior
Tuc Nguyen ⋅ Thai Le
[ OpenReview] 
Poster
None
SEAD: Competence-Aware On-Policy Distillation via Entropy-Guided Supervision
Michael Lee ⋅ Zelei Cheng ⋅ Yu Wang ⋅ Renkun Ni ⋅ Sambit Sahu ⋅ Shi-Xiong Zhang ⋅ William Campbell
[ OpenReview] 
Poster
None
Quantile-Coupled Flow Matching for Distributional Reinforcement Learning
Michael Groom ⋅ Victor-Alexandru Darvariu ⋅ Lars Kunze ⋅ James Wilson ⋅ Nick Hawes
[ OpenReview] 
Poster
None
Image Generation for Automotive Lidar Open-vocabulary Semantic Segmentation
Nermin Samet ⋅ Gilles Puy ⋅ Renaud Marlet
[ OpenReview] 
Poster
None
RigidFormer: Learning Rigid Dynamics using Transformers
Zhiyang Dou ⋅ Minghao Guo ⋅ Haixu Wu ⋅ Doug Roble ⋅ Tuur Stuyck ⋅ Wojciech Matusik
[ OpenReview] 
Poster
None
Online Learning in Stabilized Linear Dynamical Games with Adversarial Disturbances
Anas Barakat ⋅ John Lazarsfeld ⋅ Georgios Piliouras ⋅ Antonios Varvitsiotis
[ OpenReview] 
Poster
None
SPATIALEPIBENCH: Benchmarking Spatial Information and Epidemic Priors in Forecasting
Ruiqi Lyu ⋅ Alistair Turcan ⋅ Bryan Wilder
[ OpenReview] 
Poster
None
Why Pass@k Optimization Can Degrade Pass@1: Prompt Interference in LLM Post-Training
Anas Barakat ⋅ Souradip Chakraborty ⋅ Khushbu Pahwa ⋅ Amrit Singh Bedi
[ OpenReview] 
Poster
None
Improving constraint-based discovery with robust propagation and LLM priors
Ruiqi Lyu ⋅ Alistair Turcan ⋅ Martin J Zhang ⋅ Bryan Wilder
[ OpenReview] 
Poster
None
Agentic Multi-Turn Reasoning: A Fairness Approach
Thanh-Dat Truong ⋅ Sankalp Pandey ⋅ Hugh Churchill ⋅ Jackson Cothren ⋅ Marios Savvides ⋅ Khoa Luu
[ OpenReview] 
Poster
None
Fast and Consistent Structure Learning in Graphical Models via Approximate Cross-Validation
Zhao Lyu ⋅ Mladen Kolar ⋅ Bryon Aragam
[ OpenReview] 
Poster
None
Match the Geometry, Skip the Surrogate: Extreme Low-Budget Optimization in High Dimensions
Michal Prusek ⋅ Adam Novozámský ⋅ Filip Sroubek
[ OpenReview] 
Poster
None
HyperSkill: Multi-Modal Skill Learning on the Unit Hypersphere
Erdemt Bao ⋅ JunChen ⋅ Weijun Qin ⋅ Shaopeng Li ⋅ Ming Li ⋅ Mengchen Zhao ⋅ Ziqian Zeng ⋅ Cen Chen ⋅ HUIPING ZHUANG
[ OpenReview] 
Poster
None
Decomposing SGD Dynamics in Neural Networks: Teacher-Induced Spikes and Variance Inflation
Samet Demir ⋅ Zafer Dogan
[ OpenReview] 
Poster
None
The Neural Race Model
Omar Ghezzi ⋅ Alessandro D'Amelio ⋅ Vittorio Cuculo ⋅ Rita Cucchiara ⋅ Giuseppe Boccignone
[ OpenReview] 
Poster
None
Second-Order Complexity of Neural ODE Inference
Yoshihiro Maruyama
[ OpenReview] 
Poster
None
TreeWalker: Partial Evaluation for Grouped Tree-Ensemble Inference
Durmus Karatay ⋅ Richard Newman
[ OpenReview] 
Poster
None
Second-Order Complexity Theory for Neural Networks
Yoshihiro Maruyama
[ OpenReview] 
Poster
None
Approximate Memory Suffices for Universal Approximation with State Space Models
Yoshihiro Maruyama
[ OpenReview] 
Poster
None
Selectivity Makes State-Space Models Universal Sequence Approximators
Yoshihiro Maruyama
[ OpenReview] 
Poster
None
PhGPO: Pheromone-Guided Policy Optimization for Long-Horizon Tool Planning
Yu Li ⋅ Guangfeng Cai ⋅ shengtian yang ⋅ Han Luo ⋅ Shuo Han ⋅ Xu He ⋅ Dong Li ⋅ Lei Feng
[ OpenReview] 
Poster
None
Second-Order Complexity Theory for Risk, Explanation, and Calibration in Machine Learning
Yoshihiro Maruyama
[ OpenReview] 
Poster
None
PLLS-CP: Unsupervised Hallucination Detection with Layer Selection and Cross-Domain Conformal Guarantees
Vladislav Tsvelenev ⋅ Maxim Ryndin
[ OpenReview] 
Poster
None
Sequential Membership Inference Attacks
Thomas Michel ⋅ Debabrota Basu ⋅ Emilie Kaufmann
[ OpenReview] 
Poster
None
LAPLEX: The FFT of Learnable Laplace Kernels
Łukasz Struski ⋅ Hanna Blazhko ⋅ Piotr Kubaty ⋅ Jacek Tabor
[ OpenReview] 
Poster
None
Step-wise Rubric Rewards for LLM Reasoning
Weichu Xie ⋅ Haozhe Zhao ⋅ Liuwenpu ⋅ Yongfu Zhu ⋅ Liang Chen ⋅ Minghao Ye ⋅ Zirong Chen ⋅ Yuqi Xu ⋅ Shuai Dong ⋅ Ziyue Wang ⋅ Xinbo Xu ⋅ Kean Shi ⋅ Ruoyu Wu ⋅ Xiaoying Zhang ⋅ Wenqi Shao ⋅ Baobao Chang ⋅ Nan Duan ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Foundations of Categorical Equivariant Deep Learning
Yoshihiro Maruyama
[ OpenReview] 
Poster
None
Search-Augmented Masked Diffusion Models for Constrained Generation
Huu B Ta ⋅ Michael Cardei ⋅ Alvaro Velasquez ⋅ Ferdinando Fioretto
[ OpenReview] 
Poster
None
FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics
Qiran Zou ⋅ Hou Hei Lam ⋅ Wenhao Zhao ⋅ Tingting Chen ⋅ Yiming Tang ⋅ Samson Yu ⋅ Yingtao Zhu ⋅ srinivas anumasa ⋅ Zufeng Zhang ⋅ Tianyi Zhang ⋅ Chang Liu ⋅ zhengyao Jiang ⋅ Anirudh Goyal ⋅ Dianbo Liu
[ OpenReview] 
Poster
None
RoboAlign-R1: Distilled Multimodal Reward Alignment for Robot Video World Models
Hao Wu ⋅ Yuqi Li ⋅ Yuan Gao ⋅ Fan Xu ⋅ Fan Zhang ⋅ Kun Wang ⋅ Penghao Zhao ⋅ Qiufeng Wang ⋅ Yizhou Zhao ⋅ Weiyan Wang ⋅ YingLi Tian ⋅ Xian Wu ⋅ Xiaomeng Huang
[ OpenReview] 
Poster
None
Object Hallucination Mitigation in Large Vision-Language Models via Self-Vision Dual Masking and Uncertainty-Triggered Assembly
Ziji Sheng ⋅ Guiyao Tie ⋅ Weidong Wang ⋅ Jiawen Shi ⋅ Junhao Dong ⋅ Xiaoye Qu ⋅ Shanshan Ye ⋅ Daizong Liu ⋅ Dengpan Ye ⋅ Pan Zhou ⋅ Jing Zhang
[ OpenReview] 
Poster
None
AdvJudge-Zero: Binary Decision Flips in LLM-as-a-Judge via Adversarial Control Tokens
Tung-Ling Li ⋅ Yuhao Wu ⋅ Hongliang Liu
[ OpenReview] 
Poster
None
Beyond Oversquashing: Understanding Signal Propagation in GNNs Via Observables
Eden Nagar ⋅ Ya-Wei Eileen Lin ⋅ Ron Levie
[ OpenReview] 
Poster
None
Logit-Gap Steering: A Forward-Pass Diagnostic for Alignment Robustness
Tung-Ling Li ⋅ Hongliang Liu
[ OpenReview] 
Poster
None
AUTOMEM: Automated Learning of Memory as a Cognitive Skill
Shengguang Wu ⋅ Hao Zhu ⋅ Yuhui Zhang ⋅ Xiaohan Wang ⋅ Serena Yeung-Levy
[ OpenReview] 
Poster
None
Beyond Real or Fake: A Dual-Channel Authenticity and Reasoning Protocol for Photographic Assessment
Xiaoxiao Li ⋅ Ruinan Jin ⋅ Lili Meng ⋅ Miaosen Wang ⋅ Athula Balachandran ⋅ PEI CAO
[ OpenReview] 
Poster
None
Tight PAC-Bayes Generalisation Guarantees for Large Language Model Safety Monitoring
Tom Lamb ⋅ Philip Torr ⋅ Tim G. J. Rudner
[ OpenReview] 
Poster
None
WASP: Weakly Aligned Spatiotemporal Pairs for Fetal Brain MRI-Ultrasound Learning
Francesco Correnti ⋅ Gabriele Magrini ⋅ Marco Mistretta ⋅ Niccolò Biondi ⋅ Pietro Pala ⋅ Alessandro Ramalli ⋅ simona fiori ⋅ Andrew Bagdanov ⋅ Matteo Lenge
[ OpenReview] 
Poster
None
Exploring MLLM-Diffusion Information Transfer with MetaCanvas
Han Lin ⋅ Xichen Pan ⋅ Ziqi Huang ⋅ Ji Hou ⋅ Jialiang Wang ⋅ Weifeng Chen ⋅ Zecheng He ⋅ Felix Juefei-Xu ⋅ Junzhe Sun ⋅ Zhipeng Fan ⋅ Ali Thabet ⋅ Mohit Bansal ⋅ Chu Wang
[ OpenReview] 
Poster
None
Absolute State-wise Constrained Policy Optimization: High-Probability State-wise Constraints Satisfaction
Weiye Zhao ⋅ Feihan Li
[ OpenReview] 
Poster
None
Path-Guided Flow Matching for Dataset Distillation
xuhui li ⋅ Zhengquan luo ⋅ Zixu Wu ⋅ Xiwei Liu ⋅ Yongqiang Yu ⋅ Zixiang Hong ⋅ Zhiqiang Xu
[ OpenReview] 
Poster
None
A method to automatically discover symbolic local learning rules
Andrea Perin ⋅ Fabio Anselmi ⋅ Stephane Deny
[ OpenReview] 
Poster
None
Brenier Meets Adversarial Training: Optimal Transport Geometry for Robust Learning
alireza abdollahpour ⋅ Ehsan Sharifian ⋅ Buse Şen ⋅ Marco Cuturi ⋅ Daniel Kuhn
[ OpenReview] 
Poster
None
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution
Mohit Raghavendra ⋅ Soham Dan ⋅ Miguel Romero Calvo ⋅ Yannis Y He ⋅ Johannes B Mols ⋅ Gautam Anand ⋅ Cole McCollum ⋅ Edgar Arakelyan ⋅ Vijay Bharadwaj ⋅ Andrew Park ⋅ Jeff Da ⋅ MohammadHossein Rezaei ⋅ Bing Liu ⋅ Brad Kenstler ⋅ Yunzhong He
[ OpenReview] 
Poster
None
K-prop: Deep Online Learning by Backpropagating Temporal Kernels
Bingkun Liu ⋅ Paul Haider ⋅ Federico Benitez ⋅ Mihai A. Petrovici ⋅ Walter Senn
[ OpenReview] 
Poster
None
Beyond Isolation: Neighbor-Consistent Data Pruning for Multivariate Time Series Forecasting
Zi Yang ⋅ Jona Otholt ⋅ Weixing Wang ⋅ Haojin Yang ⋅ Guillermo Gallego
[ OpenReview] 
Poster
None
ORCAID: Oblique Rule-Based Continuous-Action Interpretation for Deep RL Policies
Ignacio D Lopez-Miguel ⋅ Ezio Bartocci ⋅ Thomas Eiter ⋅ Martin Tappler
[ OpenReview] 
Poster
None
Dynamics of Collective Diversity in Human–AI Co-Creation for Creative Tasks
Manh H Nguyen ⋅ Chao Wen ⋅ Sebastian Tschiatschek ⋅ Adish Singla
[ OpenReview] 
Poster
None
Market-Based Runtime Resource Allocation for LLM Multi-Agent Systems
Yixue Huang ⋅ Mingxin Wang ⋅ Hao Li ⋅ Hao Jiang
[ OpenReview] 
Poster
None
Transductive Generalization for GNNs via Optimal Transport
MoonJeong Park ⋅ Seungbeom Lee ⋅ Kyungmin Kim ⋅ Jaeseung Heo ⋅ Seunghyuk Cho ⋅ Shouheng Li ⋅ Sangdon Park ⋅ Dongwoo Kim
[ OpenReview] 
Poster
None
EDEN: Emergent Dynamics in Evolutionary Neural-networks for Robust Continuous Control
Chi Zhang ⋅ Jinge Li ⋅ Yifei Wang ⋅ Lei Wang ⋅ Tianyi Qian
[ OpenReview] 
Poster
None
Sandboxed Coding Agents are Competitive Omni-modal Task Solvers
Dongping Chen ⋅ Xuanao Huang ⋅ Zhihan Hu ⋅ Qingyuan Shi ⋅ Dianqi Li ⋅ Tianyi Zhou
[ OpenReview] 
Poster
None
Boosting Text-to-Image Diffusion Models via Core Token Attention-Based Seed Selection
Yunzhe Zhang ⋅ Hongfu Liu ⋅ Pengyu Hong
[ OpenReview] 
Poster
None
Do Latent-CoT Models Think Step-by-Step? A Mechanistic Study on Sequential Reasoning Tasks
Jia Liang ⋅ Liangming Pan
[ OpenReview] 
Poster
None
Breaking Adversarial Transferability in Fine-Tuned Speech Recognition
Mojtaba Nafez ⋅ Aref Mousavi ⋅ Mohammad E Mahdavi ⋅ Mobina Poulaei ⋅ Kiarash K Feriz ⋅ Mohammad Hossein Rohban
[ OpenReview] 
Poster
None
One Avatar, Any Budget: Robust LoD for Dynamic Gaussian Avatars
Haoyu Zhao ⋅ Wenjuan Gong ⋅ Junang Qi ⋅ Haiyu Zhang ⋅ Wenjian Zhao ⋅ Zimu YOU
[ OpenReview] 
Poster
None
Compute-optimal data scaling for neural surrogates via multi-fidelity training
Paul Setinek ⋅ Felix Koehler ⋅ Fabian Paischer ⋅ Nils Thuerey ⋅ Johannes Brandstetter
[ OpenReview] 
Poster
None
MedPsy: State‑of‑the‑Art Small Medical Language Models for Efficient Edge Deployment
Davide Vitabile ⋅ Alexandro Buffa ⋅ Akshay Nambiar ⋅ Amril Nurman Nazir
[ OpenReview] 
Poster
None
Diffusion Tree Search for Inference Time Adaptation of Material Foundation Models
Daniel Levy ⋅ Vineet Jain ⋅ Tara Akhound-Sadegh ⋅ Oumar Kaba ⋅ Siamak Ravanbakhsh
[ OpenReview] 
Poster
None
DSAQuant: Denoising-Stage-Aligned Quantization-Aware Training for Video Generation
Shuaiting Li ⋅ Zelin Gao ⋅ Haibin Shen ⋅ Yujun Shen ⋅ Haotong Qin ⋅ Yinghao Xu
[ OpenReview] 
Poster
None
Agentic Abstention: Do Agents Know When to Stop Instead of Act?
Han Luo ⋅ Bingbing Wen ⋅ Lucy Lu Wang
[ OpenReview] 
Poster
None
Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs
Zeyi (Andy) Liu ⋅ Michael Zhang ⋅ Ilana Greenberg ⋅ Adam Alnasser ⋅ Lucas Baker ⋅ John Sous
[ OpenReview] 
Poster
None
Principled Policy Optimization for LLMs via Self-Normalized Importance Sampling
Huiyang Shao ⋅ Xintong Zhang ⋅ Junyi Liu
[ OpenReview] 
Poster
None
Stability-Constrained Regime-Aware Forecasting for Heterogeneous Panel Time Series
Dmitry Zaytsev ⋅ Valentina V Kuskova ⋅ Michael Coppedge
[ OpenReview] 
Poster
None
HYVE: Hybrid Views for LLM Context Engineering over Machine Data
Jian Tan ⋅ Fan Bu ⋅ Yuqing Gao ⋅ Devavrat Khanolkar ⋅ Jason Mackay ⋅ Boris Sobolev ⋅ Lei Jin ⋅ Li Zhang
[ OpenReview] 
Poster
None
TurboVGGT: Fast Visual Geometry Reconstruction with Adaptive Alternating Attention
David Huang ⋅ Guile Wu ⋅ Chengjie Huang ⋅ Bingbing Liu ⋅ DONGFENG BAI
[ OpenReview] 
Poster
None
Attack-Inference Aligned Universal Adversarial Attacks on Video Object Segmentation
Ruiqi Shen ⋅ Chang Liu ⋅ Henghui Ding
[ OpenReview] 
Poster
None
Seeing the World through Any Eyes
Yang Fu ⋅ Jianqin Wang ⋅ Xiangtai Li ⋅ Henghui Ding
[ OpenReview] 
Poster
None
eSAM: Editing SAM3 Attention for Training-Free Referring Segmentation
Yaoting Wang ⋅ Yun Zhou ⋅ Hengrui Hu ⋅ Chang Liu ⋅ Henghui Ding
[ OpenReview] 
Poster
None
NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis
Ramil Khafizov ⋅ Ilya Statsenko ⋅ Ruslan Rakhimov ⋅ Artem Komarichev ⋅ Peter Wonka ⋅ Evgeny Burnaev
[ OpenReview] 
Poster
None
Few-Shot Visual Concept Extraction for Steering Diffusion Transformers
Nabyl Quignon ⋅ Antitza Dantcheva
[ OpenReview] 
Poster
None
Can LLMs Reliably Grade Olympiad Proofs? A Controlled Study of Mathematical Verification with LLMs
Azim Ospanov ⋅ Zijin Feng ⋅ Ding Ding ⋅ Chengwu Liu ⋅ Haoli Bai ⋅ Jiacheng Sun ⋅ Lifeng Shang ⋅ Farzan Farnia
[ OpenReview] 
Poster
None
Quantifying Centrality for Complex Data
Hang Zhou ⋅ Yidong Zhou ⋅ Hans-Georg Müller
[ OpenReview] 
Poster
None
On the Efficiency of Structured Pruning in Small Language Model Pretraining
Yixiao Li ⋅ Xianzhi Du ⋅ AJAY JAISWAL ⋅ Tao Lei ⋅ Tuo Zhao ⋅ Chong Wang ⋅ Jianyu Wang
[ OpenReview] 
Poster
None
Automated Hypothesis Discovery for Characterizing Annotation Disagreement
Ankita Gupta ⋅ Alexandra Chouldechova ⋅ Alex Dow ⋅ Miro Dudik ⋅ Jean Garcia-Gathright ⋅ Hanna Wallach ⋅ Nicholas Pangakis
[ OpenReview] 
Poster
None
VIPER: An Expert-Curated Benchmark for Vision-Language Models in Veterinary Pathology
Luca Weishaupt ⋅ Simone de Brot ⋅ Javier Asin ⋅ Llorenç Grau-Roma ⋅ Nic G Reitsam ⋅ Andrew H Song ⋅ Dongmin Bang ⋅ Stefan T Kaluziak ⋅ Long P Le ⋅ Jakob N Kather ⋅ Faisal Mahmood ⋅ Guillaume Jaume
[ OpenReview] 
Poster
None
Beyond the Readout: Reservoir State Statistics for Model-Space Learning under Sparse Observations
Ao Chen ⋅ Yijing Lu ⋅ Pengpeng Chen
[ OpenReview] 
Poster
None
BiShield-TEE: On the (In-)Security of Unilateral Weight Obfuscation in On-Device TEE-Shielded LLM Partition
Wang Zhiyuan ⋅ Yuezhi Zhou ⋅ Ziqi Zhang ⋅ Zhu Zhang ⋅ Zhixing Tan ⋅ Yongheng Deng
[ OpenReview] 
Poster
None
ControlJEPA: Principled Trajectory Regularization via Lyapunov Tube Loss
Thai K Nguyen ⋅ Yen N Pham ⋅ Uyen N Vo ⋅ Thieu Vo ⋅ Cuong Pham ⋅ Tan Nguyen
[ OpenReview] 
Poster
None
Tokenizer Choice Shapes Generalization in State-Centric Learning for Planning
Vishal Pallagani ⋅ Nitin Gupta ⋅ John A Aydin ⋅ Biplav Srivastava
[ OpenReview] 
Poster
None
Posterior Sampling-based Online Learning for Episodic POMDPs
Dengwang Tang ⋅ Dongze Ye ⋅ Rahul Jain ⋅ Ashutosh Nayyar ⋅ Pierluigi Nuzzo
[ OpenReview] 
Poster
None
Informed Posterior Sampling: More Efficient Online Learning with Few Offline Demonstrations in Average-Reward MDPs
Dengwang Tang ⋅ Rahul Jain ⋅ Botao Hao ⋅ Zheng Wen ⋅ Dongze Ye
[ OpenReview] 
Poster
None
EAT: Eviction-Aware Training for Long-Context LLM Inference on Edge Devices
Ke Chen ⋅ Xiaohui Song ⋅ Chi Xie ⋅ ZhiGuang Zhu ⋅ ZIXIAN LI ⋅ Hao-Yun Chen ⋅ Peng-Wen Chen ⋅ Chen Chen ⋅ Haonan Lu
[ OpenReview] 
Poster
None
SynBench: A Benchmark for Differentially Private Text Generation
Yidan Sun ⋅ Viktor Schlegel ⋅ Srinivasan Nandakumar ⋅ Iqra Zahid ⋅ Yuping Wu ⋅ Yulong Wu ⋅ Hao Li ⋅ Jie Zhang ⋅ Warren Del-Pinto ⋅ Goran Nenadic ⋅ Siew Kei Lam ⋅ Anil A Bharath
[ OpenReview] 
Poster
None
What Is Worth Representing? Representational Empowerment for Continual Model Construction
Fei Dai ⋅ Hanqi Zhou ⋅ Alison Gopnik ⋅ Charley M Wu
[ OpenReview] 
Poster
None
Learning Reusable Options by Decomposing Neural Policies
Parnian Behdin ⋅ Reza Abdollahzadeh ⋅ Kiarash Aghakasiri ⋅ Levi Lelis
[ OpenReview] 
Poster
None
CoScan: Multi-Scale Content-Adaptive Space-Filling Scans for Causal State-Space Image Restoration
Wei Dong ⋅ Terry Ji ⋅ Yan Min ⋅ Shahram Shirani ⋅ Jun Chen ⋅ Han Zhou
[ OpenReview] 
Poster
None
Diagnosing and Repairing Visual Collapse in Compact Medical Multimodal LLMs
Jinjie Xie ⋅ Baihua Li ⋅ Qinggang Meng
[ OpenReview] 
Poster
None
Sparse Multimodal Switching State-Space Models for Regime-Dependent Neural Connectivity under Partial Observations
Rahul K Sharma ⋅ Feng Liu ⋅ Xiaochen Xian
[ OpenReview] 
Poster
None
Sketching the Readout of Large Language Models for Scalable Data Attribution and Valuation
yide ran ⋅ Jianwen Xie ⋅ Minghui Wang ⋅ W. Jim Zheng ⋅ Denghui Zhang ⋅ Chuan Li ⋅ Zhaozhuo Xu
[ OpenReview] 
Poster
None
BDC-Merge: Cross-Architecture Model Merging via Dependency Alignment
Yukai Wang ⋅ Wenhao Zhao ⋅ Xingyu Zhu ⋅ Junfeng Fang ⋅ Ruipeng Wang ⋅ Houcheng Jiang ⋅ Xiang Wang
[ OpenReview] 
Poster
None
Mean Testing under Truncation beyond Gaussian
Yuhao Wang ⋅ Roberto I Oliveira ⋅ Themis Gouleakis
[ OpenReview] 
Poster
None
Flow Matching for Count Data
Ganchao Wei ⋅ John Pearson
[ OpenReview] 
Poster
None
VidVec: Unlocking Video MLLM Embeddings for Video-Text Retrieval
Issar Tzachor ⋅ Dvir Samuel ⋅ Rami Ben-Ari
[ OpenReview] 
Poster
None
Why Cancer cfDNA Models Fail on Chronic Disease: A Geometric Information-Theoretic Bound and Its Architectural Implications
Fereshteh Abedini ⋅ Soheil Damangir
[ OpenReview] 
Poster
None
S2MDF: A Plug-And-Play Layer for Intersection-Free Multi-Object Signed Distance Fields
Deniz S Mercadier ⋅ Federico Stella ⋅ Aurel Bizeau ⋅ Nicolas Talabot ⋅ Pascal Fua
[ OpenReview] 
Poster
None
Physics-Conditioned Video Diffusion with Kinematic Priors for Fusion Capsule Polishing
Shashank Galla ⋅ Abhishek Hanchate ⋅ Monika Biener ⋅ Suhas Bhandarkar ⋅ Satish Bukkapatnam
[ OpenReview] 
Poster
None
Response Time Enhances Alignment with Heterogeneous Preferences
Federico Echenique ⋅ Alireza Fallah ⋅ Baihe Huang ⋅ Michael Jordan
[ OpenReview] 
Poster
None
G2Fusion: Geometric-to-Generative Image Fusion via Registration-Restoration Evolution
Hao Zhang ⋅ Douyu Wu ⋅ Han Xu ⋅ Linfeng Tang ⋅ Qiwen Jin ⋅ Jiayi Ma
[ OpenReview] 
Poster
None
Visual Anchoring for Scenario-Guided Forecasting
Patara Trirat ⋅ Jay Heo ⋅ Heejun Lee ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
None
Escaping Path Mirages in Offline Goal-Conditioned Reinforcement Learning
Seungyul Han ⋅ Junhyeon Bae ⋅ Jaebak Hwang ⋅ Gwanwoo Choi ⋅ Minung Kim
[ OpenReview] 
Poster
None
Focusing Influence Mechanism for Multi-Agent Reinforcement Learning
Yisak Park ⋅ Sunwoo Lee ⋅ Seungyul Han
[ OpenReview] 
Poster
None
VACE: Learning Geometrically Structured Representations for Time Series Anomaly Detection
Alberto D Cencillo ⋅ Leonardo Concepción ⋅ Isaac Triguero ⋅ Julián Luengo
[ OpenReview] 
Poster
None
Attention Trajectories as a Diagnostic Axis for Deep Reinforcement Learning
Charlotte Beylier ⋅ Hannah Selder ⋅ Arthur Fleig ⋅ Simon M. Hofmann ⋅ Nico Scherf
Poster
None
SCION: Scene Composition via Instanced Neural Primitives
William Koch ⋅ Amogh Joshi ⋅ Cyrus Vachha ⋅ Cheng Zheng ⋅ Felix Heide
[ OpenReview] 
Poster
None
Addressing Exogenous Variability in Cooperative Multi-Agent Reinforcement Learning
Seongmin Kim ⋅ Woohyeon Byeon ⋅ Jiwon Jeon ⋅ Seungyul Han ⋅ Youngchul Sung
[ OpenReview] 
Poster
None
UniDBO: A Unified Dual-Branch One-Step Denoising Framework for Autonomous Driving Scenario Generation
Da Zhao ⋅ Yuhang Chen ⋅ Jie Sun ⋅ Jialin Fan ⋅ Jian Sun
[ OpenReview] 
Poster
None
MASTARS: Multi-Agent Sequential Trajectory Augmentation with Return-Conditioned Subgoals
Jiwon Jeon ⋅ Myungsik Cho ⋅ Woojun Kim ⋅ Seongmin Kim ⋅ Woohyeon Byeon ⋅ Seungyul Han ⋅ Youngchul Sung
[ OpenReview] 
Poster
None
Likelihood-free inference of phylogenetic tree posterior distributions
Luc Blassel ⋅ Noémie Sauvage ⋅ Pierre Barrat-Charlaix ⋅ Bastien Boussau ⋅ Nicolas Lartillot ⋅ Laurent Jacob
[ OpenReview] 
Poster
None
Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads
Aryo Gema ⋅ Beatrice Alex ⋅ Pasquale Minervini
[ OpenReview] 
Poster
None
Row-Private Symmetric Cone Programming: Scale-Efficient Algorithm and Lower Bound
Deming Chu ⋅ Ruizhe Zhang
[ OpenReview] 
Poster
None
Query Lower Bounds for Diffusion Sampling
Zhiyang Xun ⋅ Eric Price
[ OpenReview] 
Poster
None
How to Have a Sensitive Debate
Jiawei Li ⋅ Zhiyang Xun ⋅ Lijie Chen ⋅ Jonah Brown-Cohen
[ OpenReview] 
Poster
None
Beyond Flat Gossip: Tiered Gossip Learning for Scalable Collaborative AI
Atul Sharma ⋅ Kavindu Herath ⋅ Saurabh Bagchi ⋅ Chaoyue Liu ⋅ Somali Chaterji
[ OpenReview] 
Poster
None
Total Variation Distance Estimation in Autoregressive Models
Eric Price ⋅ Kevin Tian ⋅ Zhiyang Xun ⋅ Yusong Zhu
[ OpenReview] 
Poster
None
Self-Supervised Doppler-Guided RF Odometry
Kunzhe Song ⋅ Jialuo Du ⋅ Jingkai Lin ⋅ Huacheng Zeng
[ OpenReview] 
Poster
None
When Uncertainty Is the Target: Adversarial Attacks on Uncertainty-Aware Predictors
A Q M Sazzad Sayyed ⋅ Michele Caprio ⋅ Nathaniel D Bastian ⋅ Francesco Restuccia
[ OpenReview] 
Poster
None
Avoiding Obfuscation with Prover-Estimator Debate
Jonah Brown-Cohen ⋅ Geoffrey Irving ⋅ Georgios Piliouras ⋅ Lijie Chen ⋅ Jiawei Li ⋅ Zhiyang Xun
[ OpenReview] 
Poster
None
GraphInstruct: A Progressive Benchmark for Diagnosing Capability Gaps in LLM Graph Generation
Zihe Wei ⋅ Sheng Xiang ⋅ Ying Zhang ⋅ changjun jiang
[ OpenReview] 
Poster
None
Disentangling the Good From the Bad: Quantization-Induced Flips Are Not Random
Aymen Bouguerra ⋅ Alexandra Gomez-Villa ⋅ Chokri Mraidha ⋅ Fabio Arnez
[ OpenReview] 
Poster
None
NEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual Selectivity
Yingtian Tang ⋅ Sogand Salehi ⋅ Ming Zhou ⋅ Amir Zamir ⋅ Leyla Isik ⋅ Martin Schrimpf
[ OpenReview] 
Poster
None
Sequence-to-Sequence Modeling with Camera-Induced Priors for Multi-View Stereo
Aoxiang Fan ⋅ Corentin Dumery ⋅ Nicolas Talabot ⋅ Pascal Fua
[ OpenReview] 
Poster
None
MedExAgent: Training LLM Agents to Ask, Examine, and Diagnose in Noisy Clinical Environments
Yicheng Gao ⋅ Xiaolin Zhou ⋅ Yahan Li ⋅ Yue Zhao ⋅ Ruishan Liu
[ OpenReview] 
Poster
None
Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark
Matthias Blaschke ⋅ Daniel Kienzle ⋅ Zsuzsanna Koczor-Benda ⋅ Julian Lorenz ⋅ Rainer Lienhart ⋅ Fabian Pauly
[ OpenReview] 
Poster
None
Tracing Moral Foundations in Large Language Models
Chenxiao Yu ⋅ Bowen Yi ⋅ Farzan K Malekabadi ⋅ Suhaib Abdurahman ⋅ Jinyi Ye ⋅ Shrikanth Narayanan ⋅ Yue Zhao ⋅ Morteza Dehghani
[ OpenReview] 
Poster
None
Geometry over Density: Few-Shot Cross-Domain OOD Detection
Li Li ⋅ You Qin ⋅ Jiate Li ⋅ Charith Peris ⋅ Lisa Bauer ⋅ Roger Zimmermann ⋅ Yue Zhao
[ OpenReview] 
Poster
None
Memory Retrieval for Changing Preferences
Yuehan Qin ⋅ Li Li ⋅ Linxin Song ⋅ Jiate Li ⋅ Wei Yang ⋅ Yuqing Yang ⋅ Yue Zhao
[ OpenReview] 
Poster
None
Truth as a Compression Artifact in Language Model Training
Konstantin Krestnikov
[ OpenReview] 
Poster
None
FusionProt: Fusing Sequence and Structural Information for Unified Protein Representation Learning
Dan Kalifa ⋅ Uriel Singer ⋅ Kira Radinsky
Poster
None
RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis
YANG SONGXIAO ⋅ Haolin Wang ⋅ Yao Fu ⋅ Junmu Peng ⋅ Lin Fan ⋅ Hongruixuan Chen ⋅ JIAN SONG ⋅ Masayuki Ikebe ⋅ Shinya Takamaeda-Yamazaki ⋅ Masatoshi Okutomi ⋅ Tamostu Kamishima ⋅ yafei ou
[ OpenReview] 
Poster
None
OFBD: Object-Focused Background Debiasing for Long-Tailed Learning
Shenghan Chen ⋅ Yiming Liu ⋅ Zhipeng Deng ⋅ Haolin Wang ⋅ Jiale Zhou ⋅ Zhijian Wu ⋅ Lu Xiankai ⋅ yafei ou ⋅ Yefeng Zheng
[ OpenReview] 
Poster
None
MUX: Continuous Reasoning via Multiplexed Tokens
Ayhan Suleymanzade ⋅ Halil Alperen Gozeten ⋅ Michael Bronstein ⋅ Ismail Ilkan Ceylan ⋅ Jinwoo Kim
[ OpenReview] 
Poster
None
On Observation Time for Recovering Latent Hawkes Networks
Jonas Linkerhägner ⋅ Michele Bortolasi ⋅ Lorenzo Baldassari ⋅ Maarten V. de Hoop ⋅ Ivan Dokmanić
[ OpenReview] 
Poster
None
Automatically Refining Coding Rules for AI Coding Agents
Zhengyuan Jiang ⋅ Reachal Wang ⋅ Yuepeng Hu ⋅ Yupu Wang ⋅ Yuqi Jia ⋅ Neil Gong
[ OpenReview] 
Poster
None
Intrinsic Selection and Particle Resampling for Inference-Time Scaling Beyond Domain Verifiability
Giorgio Giannone ⋅ Mustafa Eyceoz ⋅ Shabana Baig ⋅ Shivchander Sudalairaj ⋅ Anna C Doris ⋅ Faez Ahmed ⋅ Akash Srivastava ⋅ Kai Xu
[ OpenReview] 
Poster
None
Time series analysis with Gumbel dynamics
Yiliu Wang ⋅ Timothy D Kim ⋅ Eric Todd SheaBrown ⋅ Uygar Sümbül
[ OpenReview] 
Poster
None
Towards Generalizable Data Valuation: Learning an End-to-end Deep Model to Compute Shapley Values
Zhiyu Chen ⋅ Jicong Fan
[ OpenReview] 
Poster
None
Bridging Graph Worlds: Neural Approximation of Gromov-Wasserstein Distances
Dong Qiao ⋅ Chris Ding ⋅ Jicong Fan
[ OpenReview] 
Poster
None
Inferring how internal brain state shapes neural responses with state-dependent diffusion models
Kaiwen Sheng ⋅ Yiqi Jiang ⋅ Yuyang Song ⋅ Gaurav Tyagi ⋅ Haotian Ye ⋅ Fangzhao Zhang ⋅ Ruiming Du ⋅ Pengxiao Wang ⋅ Stefano Ermon ⋅ Karl Deisseroth ⋅ Anish Mitra
[ OpenReview] 
Poster
None
Structure vs. Chaos: Asymmetric Entropic Optimization for Enforcing Instruction Hierarchy
Tianxiao Huang ⋅ Xinwei Liu ⋅ Zitong Shi ⋅ Yuxin Wu ⋅ Xuan Chen ⋅ Liangtao Zheng ⋅ Yixuan Tang ⋅ Anthony Tung
[ OpenReview] 
Poster
None
Bayesian Low-Rank Posteriors for Scalable Membership Inference
Khanh Nguyen ⋅ Antonio Cinà ⋅ Andrey Barsky ⋅ Alejandra Reinares ⋅ Fabio Roli ⋅ Dimosthenis Karatzas
[ OpenReview] 
Poster
None
Why Jailbreaks Succeed in Diffusion Language Models: An Energy Landscape Analysis
Thong Bach ⋅ Dung Nguyen ⋅ Thao Le ⋅ Truyen Tran
[ OpenReview] 
Poster
None
On the Expressive Power and Limitations of Multi-Layer SSMs
Nikola Zubić ⋅ Yuyi Wang ⋅ Yuyi Wang ⋅ Davide Scaramuzza
Poster
None
Dynamic Quadtree Tokenization for Autoregressive PDE Forecasting
Yilin Zhuang ⋅ Noah Zambrano ⋅ Karthikeyan Duraisamy
[ OpenReview] 
Poster
None
Evolutionary Feature Engineering for Structured Data
Ege Onur Taga ⋅ Yilin Zhuang ⋅ Muhammed Emrullah Ildiz ⋅ Petros Mol ⋅ Abhimanyu Das ⋅ Karthikeyan Duraisamy ⋅ Samet Oymak
[ OpenReview] 
Poster
None
Flow-Based Conformal Predictive Distributions
Trevor Harris
[ OpenReview] 
Poster
None
LINK: Learning to Localize from Known to Unknown Scenes
Minghang Zhu ⋅ Kaibo Jin ⋅ Zhijing Wang ⋅ Ziwei Shi ⋅ Wen Li ⋅ Sheng Ao ⋅ Cheng Wang
[ OpenReview] 
Poster
None
Characterizing Trainability of Instantaneous Quantum Polynomial Circuit Born Machine
Kevin Shen ⋅ Susanne Pielawa ⋅ Vedran Dunjko ⋅ Hao Wang
[ OpenReview] 
Poster
None
The Dead Salmons of AI Interpretability: The Need for a Statistical Inference Perspective
Maxime Méloux ⋅ Giada Dirupo ⋅ François Portet ⋅ Maxime Peyrard
[ OpenReview] 
Poster
None
Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning
Simone Papicchio ⋅ Simone Rossi ⋅ Luca Cagliero ⋅ Papotti Paolo
Poster
None
Validating Causal Abstraction Metrics on Simulated Complex Systems
Maxime Méloux ⋅ Tiago Pimentel ⋅ François Portet ⋅ Maxime Peyrard
[ OpenReview] 
Poster
None
Learning Menu-Based Mechanisms for Truthful Budget-Feasible Procurement
Peng Chen ⋅ Xiang Liu ⋅ Hau Chan ⋅ Yan Lyu ⋅ Xueyong Xu ⋅ Weiwei Wu
[ OpenReview] 
Poster
None
STRABLE: Benchmarking Tabular Machine Learning with Strings
Gioia Blayer ⋅ Myung Jun Kim ⋅ Félix Lefebvre ⋅ Lennart Purucker ⋅ Alan Arazi ⋅ Eilam Shapira ⋅ Roi Reichart ⋅ Frank Hutter ⋅ Marine Le Morvan ⋅ David Holzmüller ⋅ Gael Varoquaux
[ OpenReview] 
Poster
None
Fréchet Regression on the Bures-Wasserstein Manifold
Duc T Nguyen ⋅ Cesar Uribe
[ OpenReview] 
Poster
None
TDBench: Benchmarking Vision Language Models on Top-Down Image Understanding
Kaiyuan Hou ⋅ Minghui Zhao ⋅ Lilin Xu ⋅ Yuang Fan ⋅ Xiaofan Jiang
[ OpenReview] 
Poster
None
Benchmarks Design under Data Scarcity: From Coarse Labels to Diagnostic Evaluation of Biosynthetic Gene Cluster Models
Hanlin Xiao ⋅ Eriko Takano ⋅ Mauricio A Álvarez ⋅ Rainer Breitling
[ OpenReview] 
Poster
None
Cross-Layer Evolution Graph Learning for Fine-grained VLM Hallucination Detection
Shaoxuan Li ⋅ Shiliang Zhang
[ OpenReview] 
Poster
None
Generating Financial Time Series by Matching Random Convolutional Features
Konrad Mueller ⋅ Nikita Zozoulenko ⋅ Ben Wood ⋅ Thomas Cass ⋅ Lukas Gonon
[ OpenReview] 
Poster
None
FrameRouter: Frame Budget Routing for Long-Video Understanding on Video-MME-v2 and Beyond
Bingjun Luo ⋅ Jialin Guo ⋅ Siqi Li
[ OpenReview] 
Poster
None
Vision Correlators: Correlation-Driven Visual Understanding with Hypergraphs
Mengqi Lei ⋅ Guohuan Xie ⋅ Siqi Li ⋅ Shihui Ying ⋅ Shaoyi Du ⋅ Jun-Hai Yong ⋅ Nanning Zheng ⋅ Yue Gao
[ OpenReview] 
Poster
None
Classification of high-dimensional data with spiked covariance matrix structure
Yin-Jen Chen ⋅ Minh Tang
Poster
None
What Comes Next and Why: Interpretable Next-Event Prediction with Neuro-Symbolic Rules
Tim Nico Bauerschmidt ⋅ Isabel Valera ⋅ Jilles Vreeken
[ OpenReview] 
Poster
None
AsymPipe: Accelerating Large-scale DiTs Image Editing via Asymmetry-Aware Pipeline Parallelism
Huage Deng ⋅ LYU WENKAI ⋅ WU YONGJIN ⋅ Tianyang Zheng ⋅ heng Guo ⋅ Fangyun Zhou ⋅ Yu Shi ⋅ Wenxi Zhu ⋅ Minwen Deng
[ OpenReview] 
Poster
None
PitchBench: Measuring Pitch Hearing in Audio-Language Models
Milan L Dujardin ⋅ Song-Ze Yu ⋅ Craver C Thomas-Smith ⋅ David Chan ⋅ Karina Nguyen
[ OpenReview] 
Poster
None
SLVR: Structured Latent Visual Reasoning via Human-like Reasoning Flows
Albert Gao ⋅ Bing Xue ⋅ Andrea Zanette
[ OpenReview] 
Poster
None
Learning to Evolve Scenes: Reasoning about Human Activities with Scene Graphs
Francesca Pistilli ⋅ Simone Alberto Peirone ⋅ Giuseppe Averta
[ OpenReview] 
Poster
None
A General Concept-based Decomposition for Vision–Language Embeddings
Simone Alberto Peirone ⋅ Ortal Senouf ⋅ Francesca Pistilli ⋅ Giuseppe Averta ⋅ Pascal Frossard
[ OpenReview] 
Poster
None
Deep Gaussian Processes on Directed Acyclic Graphs
Federico L Perlino ⋅ Oliver Hamelijnck ⋅ Adam Johansen ⋅ Theodoros Damoulas
[ OpenReview] 
Poster
None
Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory
Ruida Wang ⋅ Jerry Huang ⋅ Pengcheng Wang ⋅ Xuanqing Liu ⋅ Chris Kong ⋅ Tong Zhang
[ OpenReview] 
Poster
None
Adaptive Joint Testing of Policies in Discounted Markov Decision Processes
Po-An Wang ⋅ Kaito Ariu
[ OpenReview] 
Poster
None
Scalable Derivative Gaussian Processes via Exact Gradient Reduction
Hyunseok Seung ⋅ Matthias Katzfuss
[ OpenReview] 
Poster
None
Bottleneck Benchmark: Sequence Compression Under Controlled Difficulty and Fixed Latent Size
Emilio Munoz ⋅ Felix Mohr
[ OpenReview] 
Poster
None
Strengthen Out-of-Distribution Detection via Adaptive Mahalanobis Gap
Kunpeng Sui ⋅ Rundong He ⋅ Jie Su
[ OpenReview] 
Poster
None
Membrane Sensitivity and Deployment Fragility of Learnable Time Constants in Spiking Neural Networks
CHIU-CHANG CHENG ⋅ Ya-Ning Chang ⋅ Chao-Hung Wang
[ OpenReview] 
Poster
None
Distance-Dependent Connectivity Shapes Continual Learning by Synaptic-Resource-Delimited Separation of Neural Dynamics
CHIU-CHANG CHENG ⋅ Ching-Lung Hsu ⋅ Ya-Ning Chang ⋅ Chao-Hung Wang
[ OpenReview] 
Poster
None
RealDev-QA: Trajectory-Level Diagnosis for Developer RAG Under Real-World Noises
Tianling Lan ⋅ Yao Junxiao ⋅ Tingyang Chen ⋅ Cibo Yu ⋅ Siyuan Gong ⋅ Cong Fu ⋅ Xiangyu Ke ⋅ Beng Chin Ooi
[ OpenReview] 
Poster
None
Rotation-Invariant Vector Normalization for Molecular Force Learning
Bum Jun Kim ⋅ Hyeyun Jeong
[ OpenReview] 
Poster
None
Per-Loss Adapters for Gradient Conflict in Physics-Informed Neural Networks
Bum Jun Kim ⋅ Gnankan L N'guessan
[ OpenReview] 
Poster
None
Exactness Matters for Physical Rule Enforcement
Bum Jun Kim
[ OpenReview] 
Poster
None
Amplitude Decoupling in Gaussian Process Training: Exact Decomposition, Pole Cancellation, and Evaluation-Efficient Optimization
Piyush Sao ⋅ Keita Teranishi ⋅ Sudip K Seal ⋅ Pedro Valero-Lara ⋅ Narasinga R Miniskar
[ OpenReview] 
Poster
None
SGEvolve: Semantic Gradient Guidance for LLM-Driven Evolutionary Search
Kewei Feng ⋅ Jinbiao Nie ⋅ Xiaoyuan Zhang ⋅ Quanhua Liu
[ OpenReview] 
Poster
None
Not All Tokens Should Be Treated Equally: Context Credits Reassignment
Shujian Gao ⋅ Yuan Wang ⋅ Jiamei Yan ⋅ Penghao Zhou ⋅ Qinglei Wang ⋅ Jiangtao Yan ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
None
On Fitting Flow Models with Large Sinkhorn Couplings
Stephen Zhang ⋅ Alireza Mousavi-Hosseini ⋅ Michal Klein ⋅ Marco Cuturi
Poster
None
Dense Cross-Tokenizer Distillation via Semantic Optimal Local Alignment
Mengyu Zheng ⋅ Zheyuan Bai ⋅ Yuchuan Tian ⋅ Chong Zhu ⋅ Tianyu Guo ⋅ Hanting Chen ⋅ Yunhe Wang
[ OpenReview] 
Poster
None
Early Semantic Grounding in Image Editing Models for Zero-Shot Referring Image Segmentation
Jingxuan He ⋅ Xiyu Wang ⋅ Yunke Wang ⋅ Mengyu Zheng ⋅ Chang Xu
[ OpenReview] 
Poster
None
QEC Model Zoo: Democratizing AI-enhanced Quantum Error Correction
Yuandou Wang ⋅ Maxim de Groot ⋅ Aadi Patwardhan ⋅ Floris Geerts ⋅ Rihan Hai
[ OpenReview] 
Poster
None
Efficient Adaptive Data Acquisition via Pretrained Belief Representations
Daolang Huang ⋅ Zhuoyue Huang ⋅ Conor Hassan ⋅ Luigi Acerbi ⋅ Samuel Kaski ⋅ Thomas Rainforth
[ OpenReview] 
Poster
None
Controllable Generative Sandbox for Causal Inference
Qi Zhang ⋅ Harsh Parikh ⋅ Ashley I Naimi ⋅ Razieh Nabi ⋅ Christopher Kim ⋅ Timothy L Lash
[ OpenReview] 
Poster
None
UltraVoxelGS: Voxel-First Feed-Forward Gaussian Splatting for 3D Ultrasound Reconstruction
Yue Wang ⋅ Haoxin Chen ⋅ Xiaoqing Guo
[ OpenReview] 
Poster
None
DynaProto: Dynamic Prototypical Contrast for Temporally Consistent Object-Centric Learning
Tianran Ouyang ⋅ Peiqin Xu ⋅ Xingping Dong ⋅ Kaihao Zhang ⋅ Bo Du
[ OpenReview] 
Poster
None
From Representational Complementarity to Dual Systems: Synergizing VLM and Vision-Only Backbones for End-to-End Driving
Sining Ang ⋅ Yuguang Yang ⋅ Chenxu Dang ⋅ Canyu Chen ⋅ Cheng Chi ⋅ Liu Haiyan ⋅ Xuanyao Mao ⋅ jason bao ⋅ Xuliang ⋅ Bingchuan Sun ⋅ Yan Wang
[ OpenReview] 
Poster
None
Efficient LLM Adaptation with Forward-Only Passes
Baichuan Huang ⋅ Ananth Balashankar ⋅ Amir Aminifar
[ OpenReview] 
Poster
None
SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning
Chao Lei ⋅ Yanbei Jiang ⋅ Markus Hiller ⋅ Zhijian Zhou ⋅ Xunye Tian ⋅ Krista A. Ehinger ⋅ Nir Lipovetzky
[ OpenReview] 
Poster
None
Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation
Suyoung Bae ⋅ Jaehoon Lee ⋅ Changkyu Choi ⋅ YunSeok Choi ⋅ Jee-Hyong Lee
[ OpenReview] 
Poster
None
There are Levels to It: Red Teaming LLMs with Hierarchical Reinforcement Learning
Roman Belaire ⋅ Arunesh Sinha ⋅ Pradeep Varakantham
[ OpenReview] 
Poster
None
ALIGN-Rec: Continual Recommendation under Heterogeneous Unlearning Requests
Nitin Bisht ⋅ Sumit Bisht ⋅ Tong Zhang ⋅ Yu Yang ⋅ Huan Huo ⋅ Guandong Xu
[ OpenReview] 
Poster
None
Ensemble Selective Classification
Sinian Zhang ⋅ Chongwei Chen ⋅ Guanchen Li ⋅ Ju Sun
[ OpenReview] 
Poster
None
BrickFlow: Connectivity-Guided Brick Reconstruction
Peter Kulits ⋅ Cordelia Schmid
[ OpenReview] 
Poster
None
ArcMark: Distortion-Free Multi-Byte LLM Watermark via Optimal Transport
Atefeh Gilani ⋅ Sajani Vithana ⋅ Carol X Long ⋅ Oliver Kosut ⋅ Lalitha Sankar ⋅ Flavio Calmon
[ OpenReview] 
Poster
None
It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
Sangwoo Park ⋅ Woongyeong Yeo ⋅ Yumin Choi ⋅ Hyomin Lee ⋅ Kangsan Kim ⋅ Seanie Lee ⋅ Jinheon Baek ⋅ Seong Joon Oh ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
None
Virtual Task Prompting for Multi-Task Scene Understanding
Zedong WANG ⋅ Yucheng Wang ⋅ Dan Xu
[ OpenReview] 
Poster
None
Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders
William Lehn-Schiøler ⋅ Magnus R Kjaer ⋅ Rahul Thapa ⋅ Magnus G Pedersen ⋅ Anton M Storgaard ⋅ Nick Williams ⋅ Andreas Brink-Kjaer ⋅ Tue Lehn-schiøler ⋅ Sadasivan Puthusserypady ⋅ James Zou ⋅ Lars Kai Hansen
[ OpenReview] 
Poster
None
FairMT: Fairness for Heterogeneous Multi-Task Learning
Guanyu Hu ⋅ Tangzheng Lian ⋅ Na Yan ⋅ Dimitrios Kollias ⋅ Xinyu Yang ⋅ Oya Celiktutan ⋅ Siyang Song ⋅ Zeyu Fu
[ OpenReview] 
Poster
None
DARPAN: Controllability-Aware Residual Filtering for Pretrained Physical Control
Anany P Gupta ⋅ Ye Zhou ⋅ Qi Li
[ OpenReview] 
Poster
None
Test-Time Conditioning with Representation-Aligned Visual Features
Nicolas Sereyjol-Garros ⋅ Ellington Kirby ⋅ Victor Letzelter ⋅ Victor Besnier ⋅ Nermin Samet
[ OpenReview] 
Poster
None
CausalAffect: Causally Guided Learning of Psychology-Aligned Facial Affect Relations
Guanyu Hu ⋅ Tangzheng Lian ⋅ Dimitrios Kollias ⋅ Oya Celiktutan ⋅ Xinyu Yang
[ OpenReview] 
Poster
None
ARGUS: Stacked Multi-View Identity Mosaic Injection for Subject-Preserving Video Generation
Zijie Meng ⋅ Jiwen Liu ⋅ Yufei Liu ⋅ Chengzhuo Tong ⋅ Xiaoqiang Liu ⋅ Yuanxing Zhang ⋅ Yulong Xu ⋅ Pengfei Wan
[ OpenReview] 
Poster
None
Code2World: A GUI World Model via Renderable Code Generation
Yuhao Zheng ⋅ Li'an Zhong ⋅ Yi Wang ⋅ Rui Dai ⋅ Kaikui Liu ⋅ Xiangxiang Chu ⋅ Linyuan Lü ⋅ Philip Torr ⋅ Kevin Qinghong Lin
[ OpenReview] 
Poster
None
SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting
Weijie Shi ⋅ Qiang Xu ⋅ fan deng ⋅ Yaguang Wu ⋅ Jiarun Liu ⋅ Yehong Xu ⋅ Hao Chen ⋅ Jia Zhu ⋅ Jiajie Xu ⋅ Xiangjun Huang ⋅ jian yang ⋅ Xiaofang Zhou
[ OpenReview] 
Poster
None
SSR3D-LLM: Structured Spatial Reasoning via Latent Steps for Fine-Grained Grounding in Unified 3D-LLMs
Jiawei LI ⋅ Ziyi Liu ⋅ Weijie Shi ⋅ Long Chen ⋅ Jiajie Xu ⋅ Xiaofang Zhou
[ OpenReview] 
Poster
None
Improving Generative Adversarial Networks with Self-Distillation
Antoni Nowinowski ⋅ Krzysztof Krawiec
[ OpenReview] 
Poster
None
Neural Garbage Collection: Learning to Forget while Learning to Reason
Michael Li ⋅ Jubayer I Hamid ⋅ Emily Fox ⋅ Noah Goodman
[ OpenReview] 
Poster
None
AppCIF-Bench: An Application-Level Complex Instruction Following Benchmark for Large Language Models
Jiahao Xu ⋅ Xuefang Zhao ⋅ Xinhua Feng ⋅ Hongrui Yang ⋅ Yixian Liu ⋅ Zhichao Hu ⋅ Lliu Yuhong
[ OpenReview] 
Poster
None
Verify0: Can AI Agents Build Formally Verified Software Repositories?
Zhe Ye ⋅ Hantao Lou ⋅ Yuechun Sun ⋅ Peiyang Song ⋅ Zhengxu Yan ⋅ Timothe Kasriel ⋅ Qingyang Zhang ⋅ Kaiyu Yang ⋅ Soonho Kong ⋅ Jingxuan He ⋅ Dawn Song
[ OpenReview] 
Poster
None
Corruptions of Supervised Learning Problems: Typology and Mitigations
Laura Iacovissi ⋅ Nan Lu ⋅ Robert Williamson
Poster
None
ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
Zhun Wang ⋅ Nico Schiller ⋅ Hongwei Li ⋅ Srijiith S Narayana ⋅ Milad Nasr ⋅ Nicholas Carlini ⋅ Xiangyu Qi ⋅ Eric Wallace ⋅ Elie Bursztein ⋅ Luca Invernizzi ⋅ Kurt Thomas ⋅ Yan Shoshitaishvili ⋅ Wenbo Guo ⋅ Jingxuan He ⋅ Thorsten Holz ⋅ Dawn Song
[ OpenReview] 
Poster
None
M4Bench: Evaluating Procedural Specification for Clinical EHR Derivation Agents
Hannes Ill ⋅ Rafi Al Attrach ⋅ Rajna Fani ⋅ Ahram Han ⋅ Ryohei Yamamoto ⋅ Marlene L Moerig ⋅ Dukyong Yoon ⋅ Leo Anthony Celi
[ OpenReview] 
Poster
None
Your Teacher Can’t Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation
Yanjiang Liu ⋅ Jie Lou ⋅ Xinyan Guan ⋅ Yuqiu Ji ⋅ Hongyu Lin ⋅ Ben He ⋅ Xianpei Han ⋅ Le Sun ⋅ XingYu Li ⋅ Yaojie Lu
[ OpenReview] 
Poster
None
Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow Models
Andreas Bergmeister ⋅ Stefanie Jegelka ⋅ Nikolas Nüsken ⋅ Carles Domingo i Enrich ⋅ Jakiw Pidstrigach
[ OpenReview] 
Poster
None
Neural Networks With Dense Weights Are Not Universal Approximators
Levi Rauchwerger ⋅ Stefanie Jegelka ⋅ Ron Levie
[ OpenReview] 
Poster
None
On the fundamentals of gradient-based SAT solvers
Nikolaos Karalias ⋅ Sakari Peltonen ⋅ Nikita Kostin ⋅ Stefanie Jegelka
[ OpenReview] 
Poster
None
Winning the Symmetry Lottery: Learning Invariance from Data Augmentations with Transformers
Eduardo Santos-Escriche ⋅ Valerie Engelmayer ⋅ Ya-Wei Eileen Lin ⋅ Stefanie Jegelka
[ OpenReview] 
Poster
None
VistaQA: Benchmarking Joint Visual Question Answering and Pixel-Level Evidence
Mozhgan Nasr Azadani ⋅ Yimu Wang ⋅ Yongpeng Zhu ⋅ Lihong Chen ⋅ Milan Ganai ⋅ Sean Sedwards ⋅ Marco Pavone ⋅ Krzysztof Czarnecki
[ OpenReview] 
Poster
None
FedAdaVR: Adaptive Variance Reduction for Robust Federated Learning under Limited Client Participation
S M RUHUL KABIR HOWLADER ⋅ Xiao Chen ⋅ Yifei Xie ⋅ Lu Liu
[ OpenReview] 
Poster
None
DarkVGGT: Seeing Through Darkness Using Thermal Geometry without Daylight Tax
Minseong Kweon ⋅ Wenyuan Zhao ⋅ Nuo Chen ⋅ Lulin Liu ⋅ Huiwen Han ⋅ Zihao Zhu ⋅ Srinivas Shakkottai ⋅ Chao Tian ⋅ Zhiwen Fan
[ OpenReview] 
Poster
None
RSPReg: Reliability-aware Structural Prototype Learning for Point Cloud Registration
Arzigul Ahat ⋅ Eksan Firkat ⋅ Askar Hamdulla
[ OpenReview] 
Poster
None
OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformer
Boyang Wang ⋅ Guangyi Xu ⋅ Jiahui Zhang ⋅ Zhipeng Tang ⋅ Zezhou Cheng
[ OpenReview] 
Poster
None
AnaDiffusion: Anatomically Compositional Latent Diffusion for Controllable 3D Brain MRI Generation
Huiwen Han ⋅ Lulin Liu ⋅ Bangya Liu ⋅ Yuanhao Cai ⋅ Nuo Chen ⋅ Jade Wang ⋅ Ziqian Xie ⋅ Chenyu You ⋅ Shuiwang Ji ⋅ Degui Zhi ⋅ Zhiwen Fan
[ OpenReview] 
Poster
None
VeriWorld: A Verifiable Visual SWE-Bench for Spatial Reasoning in 3D Environments
Yan Zheng ⋅ ShengYun Peng ⋅ XUYAO LIANG ⋅ Xiaoyan Cong ⋅ Nuo Chen ⋅ Bangya Liu ⋅ Zihan Wang ⋅ Wenyan Cong ⋅ Zhiwen Fan ⋅ Zhangyang "Atlas" Wang
[ OpenReview] 
Poster
None
BFS-PO: Best-First Search for Large Reasoning Models
Fiorenzo Parascandolo ⋅ Wenhui Tan ⋅ Enver Sangineto ⋅ Xiaoyi Yu ⋅ Ruihua Song ⋅ Rita Cucchiara
[ OpenReview] 
Poster
None
Improving Flexible Image Tokenizers for Autoregressive Image Generation
Zixuan Fu ⋅ Lanqing Guo ⋅ Chong Wang ⋅ Binbin SONG ⋅ Ding Liu ⋅ Bihan Wen
[ OpenReview] 
Poster
None
FocusVLA: Hijacking Attention to Break Visual Token Pruning in Vision-Language-Action Models
Yanhui Li ⋅ Qianpu Sun ⋅ Qi Zhou ⋅ Chenru Jiang ⋅ Peiyu Zhang ⋅ Dongxia Wang
[ OpenReview] 
Poster
None
DRAGON : A Benchmark for Evidence-Grounded Visual Reasoning over Diagrams
Anirudh I Iyengar ⋅ Tampu R Kumar ⋅ Gaurav Najpande ⋅ Manan Suri ⋅ Dinesh Manocha ⋅ Puneet Mathur ⋅ Vivek Gupta
[ OpenReview] 
Poster
None
Causal Multi-Task Demand Learning
Varun Gupta ⋅ Vijay Kamble
[ OpenReview] 
Poster
None
OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation
Lin Zhao ⋅ Yushu Wu ⋅ Yifan Gong ⋅ Yanzhi Wang ⋅ Pu Zhao
[ OpenReview] 
Poster
None
From Baselines to Transport Geodesics: Axiomatic Attribution via Optimal Generative Flows
Cenwei Zhang ⋅ Lin Zhu ⋅ Manxi Lin ⋅ Lei You
[ OpenReview] 
Poster
None
Spectral Asymptotics of Neural Network Jacobians: Convergency, Universality, and Phase Transition
Huiqin Li ⋅ Guangming Pan ⋅ Yanqing Yin
Poster
None
MMDiff: Multimodal Model Diffing for Feature Discovery and Control
Lachin Naghashyar ⋅ Hunar Batra ⋅ Ashkan Khakzar ⋅ Philip Torr ⋅ Ronald Clark ⋅ Christian Schroeder de Witt ⋅ Constantin Venhoff
[ OpenReview] 
Poster
None
Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks
Benjamin Warner ⋅ Ratna S Grandhi ⋅ Max Kieffer ⋅ Aymane Ouraq ⋅ Saurav Panigrahi ⋅ Geetu Ambwani ⋅ Kunal Bagga ⋅ Nikhil Khandekar ⋅ Arya Hariharan ⋅ Nishant Mishra ⋅ Manish Saravanan ⋅ Shamus S Yang ⋅ Ahmed Essouaied ⋅ Adepoju J Moyondafoluwa ⋅ Robert Scholz ⋅ Bofeng Huang ⋅ Molly Beavers ⋅ Srishti Gureja ⋅ Anish Mahishi ⋅ Sameed Khan ⋅ Maxime Griot ⋅ Hunar Batra ⋅ Jean-Benoit Delbrouck ⋅ Siddhant Bharadwaj ⋅ Ronald Clark ⋅ Ashish Vashist ⋅ Anas Zafar ⋅ Leema K Murali ⋅ Harsh Deshpande ⋅ Ameen Patel ⋅ William Brown ⋅ Johannes Hagemann ⋅ Connor Lane ⋅ Paul Scotti ⋅ Tanishq M Abraham
[ OpenReview] 
Poster
None
Fusion or Confusion? Multimodal Complexity Is Not All You Need
Tillmann Rheude ⋅ Roland Eils ⋅ Benjamin Wild
[ OpenReview] 
Poster
None
UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling
Boyu Chen ⋅ Yi Chen ⋅ Lu QIU ⋅ Jerry Bai ⋅ Yuying Ge ⋅ Yixiao Ge
[ OpenReview] 
Poster
None
Learning Fine-Grained Vision-Language Alignment from Discriminative Part Descriptions
Sibo Yin ⋅ Yuxin Peng
[ OpenReview] 
Poster
None
On the Price of Privacy for Language Identification and Generation
Xiaoyu Li ⋅ Andi Han ⋅ Jiaojiao Jiang ⋅ Junbin Gao
[ OpenReview] 
Poster
None
Contrastive Identification and Generation in the Limit
Xiaoyu Li ⋅ Andi Han ⋅ Jiaojiao Jiang ⋅ Junbin Gao
[ OpenReview] 
Poster
None
LITE: A Lightweight Lazy Sampler for Efficient SGD
Amir Daghestani ⋅ Mikael Johansson
[ OpenReview] 
Poster
None
Online Decision-Focused Learning under Semi-Bandit Feedback
Aabhash Dhakal ⋅ Tim Lachner ⋅ Jayanta Mandi ⋅ Marco Foschini ⋅ Christoph M Flath
[ OpenReview] 
Poster
None
Paradoxical noise preference in RNNs
Noah Eckstein ⋅ Manoj Srinivasan
Poster
None
On the Convergence Analysis of Muon
Wei Shen ⋅ Ruichuan Huang ⋅ Minhui Huang ⋅ Cong Shen ⋅ Jiawei zhang
Poster
None
Few Channels Draw The Whole Picture: Revealing Massive Activations in Diffusion Transformers
Evelyn Turri ⋅ Davide Bucciarelli ⋅ Sara Sarto ⋅ Lorenzo Baraldi ⋅ Marcella Cornia
[ OpenReview] 
Poster
None
HDCS: Hierarchy Discovery and Critic Shaping for Reinforcement Learning with Automaton Specification
Duo XU ⋅ Faramarz Fekri
Poster
None
HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
Guillermo Bernárdez ⋅ Marco Montagna ⋅ Louis Van Langendonck ⋅ Martin Carrasco ⋅ Amirreza Akbari ⋅ Louisa Cornelis ⋅ Mathilde Papillon ⋅ Pere Barlet-Ros ⋅ Nina Miolane ⋅ Lev Telyatnikov
[ OpenReview] 
Poster
None
OgBench: A Framework for Evaluating Graph Neural Networks on Omics Data
Louisa Cornelis ⋅ Johan Mathe ⋅ Louis Van Langendonck ⋅ Guillermo Bernárdez ⋅ Nina Miolane
[ OpenReview] 
Poster
None
BELLS-O: Evaluating the Operational Trade-offs of LLM Supervision Systems
Leonhard Waibl ⋅ Felix Michalak ⋅ Hadrien Mariaccia
[ OpenReview] 
Poster
None
On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows
Xinglin Wang ⋅ Zishen Liu ⋅ Shaoxiong Feng ⋅ Peiwen Yuan ⋅ Yiwei Li ⋅ Jiayi Shi ⋅ Yueqi Zhang ⋅ Chuyi Tan ⋅ Ji Zhang ⋅ Boyuan Pan ⋅ Yao Hu ⋅ Prof. Kan
[ OpenReview] 
Poster
None
Crafting Reversible SFT Behaviors in Large Language Models
Yuping Lin ⋅ Pengfei He ⋅ Yue XING ⋅ Yingqian Cui ⋅ Jiayuan Ding ⋅ Subhabrata Mukherjee ⋅ Hui Liu ⋅ Zhen Xiang
[ OpenReview] 
Poster
None
ReGDiff: Guided Diffusion in Regulated Latent Space for Exploring Metamaterial Voxel Geometry
Wangzhi Zhan ⋅ Jianpeng Chen ⋅ Dongqi Fu ⋅ Dawei Zhou
[ OpenReview] 
Poster
None
ReasoningShield: Safety Moderation over Reasoning Traces of Large Reasoning Models
Changyi Li ⋅ Jiayi Wang ⋅ Xudong Pan ⋅ Geng Hong ⋅ Min Yang
[ OpenReview] 
Poster
None
DICE: Decoupling Capability from Intervention Necessity in LLM Tutoring
Sayantan Pal ⋅ Kaiyi Ji ⋅ Rohini Srihari
[ OpenReview] 
Poster
None
Nonparametric Estimation of a Factorizable Density using Diffusion Models
Hyeok Kyu Kwon ⋅ Dongha Kim ⋅ Ilsang Ohn ⋅ Minwoo Chae
Poster
None
"What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts
Varun Babbar ⋅ Zhicheng Guo ⋅ Cynthia Rudin
Poster
None
Online Bernstein-von Mises theorem
Jeyong Lee ⋅ Junhyeok Choi ⋅ Minwoo Chae
Poster
None
BAPM: Boundary-Aware Prompt Mining for Training-Free Few-Shot Medical Image Segmentation
Qi Wen ⋅ Jiezhou He ⋅ Zhiming Luo ⋅ Shaozi Li
[ OpenReview] 
Poster
None
Learning Contextual Causal Dynamics for Robust Exploration in Reinforcement Learning
Jiaming Pu ⋅ Yibo Zhang ⋅ Xu Dong ⋅ Tielin Zhang ⋅ Dengpeng Xing
[ OpenReview] 
Poster
None
All Roads Lead to Rome: Flow-driven Multi-Anchor Exploration for Open-Environment Active 3D Mapping
Yang Li ⋅ Aming WU ⋅ Zihao Zhang ⋅ Ziju Han ⋅ Sijia Zhang ⋅ Yahong Han
[ OpenReview] 
Poster
None
What the Geometry of Good Models Tells Us
Alexis Fox ⋅ Samuel O Mateo ⋅ Krish Yadav ⋅ Yiyang Sun ⋅ Zachery Boner ⋅ Cynthia Rudin
[ OpenReview] 
Poster
None
Split and Bridge: Multimodal Generation via Diffusion Bridging
Ahmad Arrabi ⋅ Xiaohan Zhang ⋅ Xingyu Li ⋅ Safwan Wshah
[ OpenReview] 
Poster
None
Clustering-Free End-to-End Spoof Diarization with Encoder-Decoder Attractors
Bongsu Jung ⋅ Donghee Kim ⋅ Wooil Kim
[ OpenReview] 
Poster
None
Towards Visual Query Segmentation in the Wild
Bing Fan ⋅ Minghao Li ⋅ Hanzhi Zhang ⋅ Shaohua Dong ⋅ NAGA P MAREEDU ⋅ Xiaoqiong Liu ⋅ Weishi Shi ⋅ Yunhe Feng ⋅ Yan Huang ⋅ Heng Fan
[ OpenReview] 
Poster
None
The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty
Santiago Cortes-Gomez ⋅ Mateo Dulce Rubio ⋅ Carlos M Patiño ⋅ Bryan Wilder
[ OpenReview] 
Poster
None
StepCAD: Mesh-to-CAD Code Generation via LLM Policy and Geometry-Guided Search
Ghadi Nehme ⋅ Faez Ahmed
[ OpenReview] 
Poster
None
Probabilistic Recursive Reasoning
Junyeob Baek ⋅ Mingyu Jo ⋅ Minsu Kim ⋅ Mengye Ren ⋅ Yoshua Bengio ⋅ Sungjin Ahn
[ OpenReview] 
Poster
None
Chain-of-Thought Is Not Explainability
Fazl Barez ⋅ Tung-Yu Wu ⋅ Iván Arcuschin Moreno ⋅ Michael Lan ⋅ Vincent Wang ⋅ Noah Siegel ⋅ Nicolas Collignon ⋅ Clement Neo ⋅ Isabelle Lee ⋅ Alasdair Paren ⋅ Adel Bibi ⋅ Robert Trager ⋅ Damiano Fornasiere ⋅ John Yan ⋅ Yanai Elazar ⋅ Yoshua Bengio
[ OpenReview] 
Poster
None
AtomWorld-Mem: Memory-Restored World States for Long-Horizon Atomistic Evolution
Tian Luo ⋅ Ruge Zhang ⋅ Haozhi Han ⋅ Yifeng Chen ⋅ Yunquan Zhang ⋅ Ting Cao ⋅ Yunxin Liu ⋅ Kun Li
[ OpenReview] 
Poster
None
Rethinking Sequential Locate-Then-Edit: Optimality and Stability
Bingqing Liu ⋅ Wei Liu ⋅ Zhiying Deng ⋅ Jun Wang ⋅ Yuhua Li ⋅ Ruixuan Li
[ OpenReview] 
Poster
None
Visual Harness: Grounding Multimodal Reasoning in Physics Engines
Chentao Cao ⋅ Zhanke Zhou ⋅ Sangni Duan ⋅ Bo Han ⋅ Hang Li
[ OpenReview] 
Poster
None
Transition-Aware Credit Assignment in Agentic Learning for LLM Reasoning
Xiangyu Lu ⋅ Zhanke Zhou ⋅ Jiazhe Ning ⋅ Chentao Cao ⋅ Jiangchao Yao ⋅ Bo Han
[ OpenReview] 
Poster
None
Newton-PINet: A fast physics-informed neural network with Newton linearization for meta-learning nonlinear PDEs
Yuchen Fan ⋅ Chang Wei ⋅ Pao-Hsiung Chiu ⋅ Chin Chun Ooi ⋅ Heyang Wang ⋅ Jian Cheng Wong
[ OpenReview] 
Poster
None
Hint Tuning: Less Data Makes Better Reasoners
Siqi Fan ⋅ Minghao Li ⋅ Xiaoqian Ma ⋅ Xiusheng Huang ⋅ Zhuo Chen ⋅ Bowen Qin ⋅ ZhangLiujie ⋅ Shuo Shang ⋅ Weihang Chen
[ OpenReview] 
Poster
None
Scaling Laws for Synthetic Pretraining in Radio-Map Prediction
Khoren Petrosyan ⋅ Artashes Mkrtchyan ⋅ Rafayel Mkrtchyan ⋅ Hrant Khachatrian ⋅ Theofanis Raptis
[ OpenReview] 
Poster
None
Interpreting Latent Protein Language Model Features with Geometric Annotations
Siddharth Setlur ⋅ Djordje Mihajlovic ⋅ Darrick Lee
[ OpenReview] 
Poster
None
In-context Learning in Presence of Spurious Correlations
Hrayr Harutyunyan ⋅ Rafayel Darbinyan ⋅ Samvel Karapetyan ⋅ Hrant Khachatrian
Poster
None
E0: Expressive Fine-Grained Discrete Action Prediction for Vision-Language-Action Models via Tweedie Discrete Diffusion
Zhihao Zhan ⋅ Jiaying Zhou ⋅ Likui Zhang ⋅ Qinhan Lyu ⋅ Hao Liu ⋅ Weizheng Li ⋅ jusheng zhang ⋅ Ziliang Chen ⋅ Tianshui Chen ⋅ Ruifeng zhai ⋅ Keze Wang ⋅ Liang Lin ⋅ Guangrun Wang
[ OpenReview] 
Poster
None
Contrastive Pretraining Scales Agentic Exploration
Jesse Zymet
[ OpenReview] 
Poster
None
Neural Optimal Transport in Hilbert Spaces
Jae-Hwan Choi ⋅ Jiwoo Yoon ⋅ Dohyun Kwon ⋅ Jaewoong Choi
[ OpenReview] 
Poster
None
Efficient Adjoint Matching for Fine-tuning Diffusion Models
Jeongwoo Shin ⋅ Dongsoo Shin ⋅ Yuchen Zhu ⋅ Wei Guo ⋅ Yongxin Chen ⋅ Joonseok Lee ⋅ Jaewoong Choi ⋅ Jaemoo Choi
[ OpenReview] 
Poster
None
Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning
Jihoon Kwon ⋅ Jiwon Choi ⋅ Jy-yong Sohn
[ OpenReview] 
Poster
None
HyperTree: Scalable Unsupervised Hierarchy Discovery in Hyperbolic Space
Thomas Lang ⋅ Kevin Sidak ⋅ Anna Beer ⋅ Sebastian Tschiatschek ⋅ Yllka Velaj ⋅ Claudia Plant
[ OpenReview] 
Poster
None
Routing Subspaces: Auditing Evaluation-to-Deployment Mismatch in Fine-Tuned Language Models
Phongsakon Mark Konrad ⋅ Toygar Tanyel ⋅ Serkan Ayvaz
[ OpenReview] 
Poster
None
Transolver-GMsFEM: A Hybrid Framework for High-Contrast Multiscale PDEs on Irregular Grids
Alexander Rudikov ⋅ Sergei Stepanov ⋅ Vladimir Fanaskov ⋅ Eric Chung ⋅ Ekaterina Muravleva ⋅ Ivan Oseledets
[ OpenReview] 
Poster
None
CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal Concentrating
Jiyuan Wang ⋅ Huan Ouyang ⋅ Chunyu Lin ⋅ Dewen Fan ⋅ Boheng Zhang ⋅ Tingting Gao ⋅ Fan Yang ⋅ Jia Sun ⋅ Zijun Li ⋅ Yongrui Heng ⋅ Huaiqing Wang ⋅ Zhenlong Yuan ⋅ Yiyang Fan ⋅ Honglie Wang ⋅ Fei Zuo ⋅ Haonan fan ⋅ Jiuzhou Lin ⋅ Guosheng Lin
[ OpenReview] 
Poster
None
DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation
Zijun Li ⋅ Yimin Zhou ⋅ Jia Sun ⋅ Honglie Wang ⋅ Pengcheng Wei ⋅ junlong wu ⋅ Yongrui Heng ⋅ Jiyuan Wang ⋅ Huan Ouyang ⋅ Boheng Zhang ⋅ Huaiqing Wang ⋅ Dewen Fan ⋅ Qianqian Gan ⋅ Fan Yang ⋅ Tingting Gao
[ OpenReview] 
Poster
None
Mitigating Over-squashing without Rewiring: A Sheaf Effective Resistance Perspective
André Ribeiro Guimarães ⋅ Germano Barcelos ⋅ Amauri Souza ⋅ Diego Mesquita ⋅ Ana Luiza Tenorio
[ OpenReview] 
Poster
None
TopoGraphRAG-Bench: Evaluating Multimodal GraphRAG on Layout-Grounded Evidence Reasoning
Ruochi Li ⋅ peter lin ⋅ Haoxuan Zhang ⋅ Haihua Chen ⋅ Junhua Ding ⋅ Edward Gehringer ⋅ Yang Zhang
[ OpenReview] 
Poster
None
AETDICE: Unified Framework and Offline Optimization for Nonlinear Multi-Objective RL
Woosung Kim ⋅ Youngjun Suh ⋅ Jinho Lee ⋅ Jongmin Lee ⋅ Byung-Jun Lee
[ OpenReview] 
Poster
None
Neural Continuous-Time Markov Chain: Discrete Diffusion via Decoupled Jump Timing and Direction
Jingyuan Li ⋅ Xiaoyi Jiang ⋅ Fukang Wen ⋅ WEI LIU ⋅ Renqian Luo ⋅ Yi Zhu ⋅ Zuoqiang Shi ⋅ Pipi Hu
[ OpenReview] 
Poster
None
Peer review should constrain evaluative authority
Hanrui Wang ⋅ Timo Spinde ⋅ Isabella Habereder ⋅ Chun-Shien Lu ⋅ Isao Echizen
[ OpenReview] 
Poster
None
Analytical Correction for Subsampling Bias in Drifting Models
Jiaru Zhang ⋅ Zeyun Deng ⋅ Juanwu Lu ⋅ Ziran Wang ⋅ Ruqi Zhang
[ OpenReview] 
Poster
None
Token Filtering: Online Attention Pruning via KV Similarity for Efficient LLM Inference
JUNGMIN LEE ⋅ Gwangeun Byeon ⋅ Yulhwa Kim ⋅ Seokin Hong
[ OpenReview] 
Poster
None
AttnDiff: Attention-based Differential Fingerprinting for Large Language Models
Haobo Zhang ⋅ Zhenhua Xu ⋅ Junxian Li ⋅ Shangfeng Sheng ⋅ Dezhang Kong ⋅ Meng Han
[ OpenReview] 
Poster
None
NeuronEye: Query-Guided Visual Concept Activation for Vision-Language Reasoning
Ruiyu Yan ⋅ Bowen Chen ⋅ Shaowen Wan ⋅ Lin Zhao
[ OpenReview] 
Poster
None
A World Model of Radiologist Reading for Medical Image Representation Learning
Yiwei Li ⋅ Zihao Wu ⋅ huaqin zhao ⋅ Yifan Zhou ⋅ Chao Cao ⋅ Dajiang Zhu ⋅ Tianming Liu ⋅ Lin Zhao
[ OpenReview] 
Poster
None
LoopRPT: Reinforcement Pre-Training for Looped Language Models
Guo Tang ⋅ Shixin Jiang ⋅ Heng Chang ⋅ Zihan Zhang ⋅ Nuo Chen ⋅ Yuhan Li ⋅ HuiMing Fan ⋅ Jia Li ⋅ Ming Liu ⋅ Bing Qin
[ OpenReview] 
Poster
None
MedVIGIL: Evaluating Trustworthy Medical VLMs Under Broken Visual Evidence
Hanqi Jiang ⋅ Junhao Chen ⋅ Yi Pan ⋅ Lifeng Chen ⋅ Weihang You ⋅ Haozhen Gong ⋅ Ruiyu Yan ⋅ Jinglei Lv ⋅ Lin Zhao ⋅ Hui Ren ⋅ Quanzheng Li ⋅ Tianming Liu ⋅ Xiang Li
[ OpenReview] 
Poster
None
Beyond Row Alignment: Virtual-Camera-Aware Online Stereo Rectification
Yizhao Peng ⋅ Rui Gong ⋅ Zaiwang Gu ⋅ Xudong Jiang ⋅ Jun Cheng
[ OpenReview] 
Poster
None
OmniMemBench: Towards Scalable Evaluation of Long-Term Omni-Modal Agent Memory
Junhan Shi ⋅ Qiyi Wang ⋅ Xiongwei Wu ⋅ Ming Ma ⋅ Baoqi Pei ⋅ Zhenning Shi ⋅ Yong Jiang ⋅ Qing Li ⋅ Weigao Sun ⋅ Yiran Zhong ⋅ Steven Hoi
[ OpenReview] 
Poster
None
Benchmarking Risk Attitudes of LLMs
Bowen Sun ⋅ Rui Min ⋅ Xianyao Li ⋅ Yuxi Wang ⋅ Yang Ye ⋅ Qi Wang ⋅ Jing Du
[ OpenReview] 
Poster
None
Robust Statistical Estimators with Bounded Empirical Sensitivity
Valentio Iverson ⋅ Gautam Kamath ⋅ Argyris Mouzakis ⋅ Adam Smith
[ OpenReview] 
Poster
None
Assign and Add: A Mechanistic Study of Compositional Arithmetic
Brady Exoo ⋅ Alberto Bietti ⋅ John Sous
[ OpenReview] 
Poster
None
RipplePLM: Structural and Property Decoupling for Protein Mutation Effect Generation
Liuzhenghao Lv ⋅ Yuyang Liu ⋅ Yuyang Gao ⋅ Li Yuan ⋅ Yonghong Tian
[ OpenReview] 
Poster
None
The Heel of RLVR: Benchmark Glory Should Not Outpace Honest Measurement
Shuo Yang ⋅ Chiyu Ma ⋅ Kexin Huang ⋅ Jinda Lu ⋅ Shaohang Wei ⋅ Xinpeng Liu ⋅ Haoming Meng ⋅ Yuyang Liu ⋅ Shangshang Wang ⋅ Minghao Zhu ⋅ Soroush Vosoughi ⋅ Guoyin Wang ⋅ Jingren Zhou ⋅ Li Yuan
[ OpenReview] 
Poster
None
The BAMBI Dataset: Multimodal Nadir UAV-Recordings of Forest Wildlife
Christoph Praschl ⋅ Hugo Markoff ⋅ Anna Maschek ⋅ Wolfram Jantsch ⋅ Stephanie Wohlfahrt ⋅ Anton H Jørgensen ⋅ Christian E Mogensen ⋅ Mathias B Skadhauge ⋅ Sara Beery ⋅ Michael Ørsted ⋅ David C Schedl
[ OpenReview] 
Poster
None
FedCAG: Federated Causality-Aware Graph Learning for Multi-Cloud Workload Forecasting
Yongcan Luo ⋅ Zhengjie Yang ⋅ Jiahao Zheng ⋅ Hao Wang ⋅ Wei Bao ⋅ Dapeng Wu
[ OpenReview] 
Poster
None
Sink vs. diagonal patterns as mechanisms for attention switch and oversmoothing prevention
Peter Súkeník ⋅ Cristina Lopez Amado ⋅ Christoph Lampert ⋅ Marco Mondelli
[ OpenReview] 
Poster
None
MineEvolve: Self-Evolution with Accumulated Knowledge for Long-Horizon Embodied Minecraft Agents
Zhengwei Xie ⋅ Zhisheng Chen ⋅ Ziyan Weng ⋅ Jinhan Li ⋅ Chenglong Li ⋅ Zikai Xiao ⋅ Jinhao Jing ⋅ Jingwei Song ⋅ Guibin Zhang ⋅ Kun Wang
[ OpenReview] 
Poster
None
GReFEM: Multimodal LLMs as Zero-Shot Semantic Assistants for Physics-Guided 3D Mesh Refinement
Kartik Bali ⋅ Mahish Kumar Guru ⋅ Christian J Cyron ⋅ Roland Aydin
[ OpenReview] 
Poster
None
CasePlay: Self-Play Reinforcement Learning from Case Reports for Medical Reasoning
Hao Wang ⋅ Zihan Wang ⋅ Kai WU ⋅ Jian Yao ⋅ Yiwen Ye ⋅ Yongcan Luo ⋅ Dapeng Wu ⋅ Jiale Chen ⋅ Haihua Yang
[ OpenReview] 
Poster
None
dStructAD: Domain-Level Structured Normality Representation with Variation Calibration for Time Series Anomaly Detection
Shiwang Xing ⋅ Jianwei Niu ⋅ Tao Ren
[ OpenReview] 
Poster
None
Enhancing Tabular Learners with Context-Aware Semantic Embeddings
Günther Schindler ⋅ Maximilian Schambach ⋅ Johannes Höhne
[ OpenReview] 
Poster
None
RecoverBench: A Systematic Benchmark for Error Recovery in Robotic Manipulation
Zijia Tang ⋅ Ganlong Zhao ⋅ Xingping Chen ⋅ Junye Chen ⋅ Zihao Mo ⋅ Zedi Wang ⋅ Guanbin Li
[ OpenReview] 
Poster
None
RaVF: Learning Radar Velocity Fields via Spatial-Doppler Guidance
SHENGPENG WANG ⋅ Lingzhen Li ⋅ Chunshen Li ⋅ Fei Xiao ⋅ Wei Wang
[ OpenReview] 
Poster
None
RPP: A Certified Poisoned-Sample Detection Framework for Backdoor Attacks under Dataset Imbalance
Miao Lin ⋅ Feng Yu ⋅ Rui Ning ⋅ Lusi Li ⋅ Jiawei Chen ⋅ Qian Lou ⋅ Mengxin Zheng ⋅ Chunsheng Xin ⋅ Hongyi Wu
Poster
None
BIRD-RL: Scaling Agentic Reinforcement Learning over Stateful Data-Centric Environments
Ge Qu ⋅ Jinyang Li ⋅ Xiaohan Xu ⋅ Xiaolong Li ⋅ Bowen Qin ⋅ Nan Huo ⋅ Ziwei Tang ⋅ Chenhao Ma ⋅ Reynold Cheng
[ OpenReview] 
Poster
None
Disentangled Multimodal Learning for Scalable Dynamic IR-Drop Analysis
Yihan Wen ⋅ Su Zheng ⋅ Tianshu Hou ⋅ Shiping Wu ⋅ Yuzhou Feng ⋅ Bei Yu
[ OpenReview] 
Poster
None
Static-to-Dynamic: Animating Still Mattes via Generative Motion for Video Matting
Suqi Song ⋅ Jiaqi Xu ⋅ Jialuo He ⋅ Renjing Pei ⋅ Lei Chen ⋅ Lei Zhu
[ OpenReview] 
Poster
None
Understanding the Effects of Neuron Dominance in Deep Reinforcement Learning
Zifan Wu ⋅ Qian Lin ⋅ Blake Lawlor ⋅ Haijun Zhao ⋅ Daniel Brown
Poster
None
Residual Paving: Diagnosing the Routing Bottleneck in Selective Refusal Editing
Bryce Hinkley ⋅ Peyman Najafirad
[ OpenReview] 
Poster
None
Neurosymbolic Learning for Inference-Time Argumentation
Gabriel Freedman ⋅ Adam Dejl ⋅ Adam Gould ⋅ Mansi - ⋅ Lihu Chen ⋅ Junqi Jiang ⋅ Francesca Toni
[ OpenReview] 
Poster
None
Metropolis-Adjusted Diffusion Models
Kevin H. Lam ⋅ Tyler Farghly ⋅ Christopher Williams ⋅ Jun Yang ⋅ Yee Whye Teh ⋅ Arnaud Doucet
[ OpenReview] 
Poster
None
MetaCluster: Enabling Deep Compression of Kolmogorov-Arnold Network
Matthew Raffel ⋅ Adwaith Renjith ⋅ Lizhong Chen
[ OpenReview] 
Poster
None
Mutable Transcripts: Mitigating Context Pollution through Editable Conversation State
Dan Barry ⋅ Andrew Hines
[ OpenReview] 
Poster
None
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
Bohan Lyu ⋅ Yucheng Yang ⋅ Siqiao Huang ⋅ Jiaru Zhang ⋅ Qixin Xu ⋅ Xinghan Li ⋅ Xinyang Han ⋅ Huaqing Zhang ⋅ Yicheng Zhang ⋅ Runhan Huang ⋅ Kaicheng Yang ⋅ Zitao Chen ⋅ Wentao Guo ⋅ Junlin Yang ⋅ Xinyue Ai ⋅ Wenhao Chai ⋅ Yadi Cao ⋅ Ziran Yang ⋅ Kun Wang ⋅ Dapeng Jiang ⋅ Huan-ang Gao ⋅ Shange Tang ⋅ Chengshuai Shi ⋅ Simon Du ⋅ Max Simchowitz ⋅ Jiantao Jiao ⋅ Dawn Song ⋅ Chi Jin
[ OpenReview] 
Poster
None
Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering with Generative Optimization
Dapeng Jiang ⋅ Yizhe Chi ⋅ Kaisen Yang ⋅ Tianwei Luo ⋅ Boshi Zhang ⋅ Deyao Hong ⋅ Dianqiao Lei ⋅ Yifan Zhou ⋅ Weiyang Jin ⋅ Xiaoyan Fan ⋅ Han Hao ⋅ Zhe Cao ⋅ Qian Houde ⋅ Qingle Liu ⋅ Bohan Lyu ⋅ Bowen Wang ⋅ Situ Wang ⋅ Youjie Zheng ⋅ Bingxiang He ⋅ Eren Cai ⋅ Calvin Xiao ⋅ Qinhuai Na
[ OpenReview] 
Poster
None
BIAS-ID: A Framework for Analyzing Transformation Biases in AI-Generated Image Detectors
Jonas Ricker ⋅ Asja Fischer ⋅ Erwin Quiring
[ OpenReview] 
Poster
None
Auditing Capsule Vision 2024: Within-Split Train-to-Validation Re-Exposure and a Kvasir-Channel Sensitivity Diagnostic
Eunseob Choi ⋅ Kyeonghun Kim ⋅ Hyuk-Jae Lee ⋅ Nam-Joon Kim
[ OpenReview] 
Poster
None
Concentrated Gradients Amplify Forgetting: Dominant-direction Projection for Continual Multimodal Learning
Chengxiang Huang ⋅ Haopeng Zhang ⋅ Yuzhe Han ⋅ Rui Dai ⋅ Kaikui Liu ⋅ Xiangxiang Chu ⋅ Piotr Koniusz
[ OpenReview] 
Poster
None
Beyond Raw Context Transfer: Representation-based Federated Retrieval-Augmented Generation
Can Peng ⋅ Yu Liu ⋅ Yingyu Yang ⋅ Anjie Le ⋅ Yuyuan Liu ⋅ Qianye Yang ⋅ Alison Noble
[ OpenReview] 
Poster
None
Rectified Policy Rollouts with Hierarchical Expert Guidance for Neural Combinatorial Optimization
Wenzheng Pan ⋅ Nuoyan Chen ⋅ Jiaxi Liu ⋅ Jiale Ma ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Fixed-Point Reasoning: Stable and Adaptive Deep Looped Models
Sajad Movahedi ⋅ Shlomo L Feigin ⋅ Vera Milovanović ⋅ Alexander Theus ⋅ Thomas Hofmann ⋅ Valentina Boeva ⋅ T. Konstantin Rusch ⋅ Antonio Orvieto
[ OpenReview] 
Poster
None
Attention as In-Context Empirical Bayes: A Two-Stage View via Particle Dynamics
Matthew Smart ⋅ Soumya Ganguly ⋅ Nilava Metya ⋅ Alexandre V Morozov ⋅ Anirvan Sengupta
[ OpenReview] 
Poster
None
TIER: Trajectory-Invariant Execution Rewards for Multi-Step Tool Composition
Anay Kulkarni ⋅ Chia E Lu ⋅ Dheeraj Mekala ⋅ Jayanth Srinivasa ⋅ Gaowen Liu ⋅ Jingbo Shang
[ OpenReview] 
Poster
None
Benchmarking Attention for Tabular Foundation Models
Maximilian Schambach ⋅ Clemens Biehl ⋅ Sam Thelin
[ OpenReview] 
Poster
None
NLD4CO: Neural Langevin Dynamics for Combinatorial Optimization
Jiale Ma ⋅ Wenzheng Pan ⋅ Binghao Cai ⋅ Xihe Zhang ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Resolving AdaBoost Cycling with LLMs: A Computer-Assisted Counterexample
Erik Y Wang
[ OpenReview] 
Poster
None
Simultaneous Gradient Learning in First-Price Auctions
Janik Bürgermeister ⋅ Julius Durmann ⋅ Martin Bichler ⋅ Mete Ş Ahunbay ⋅ Bary Pradelski ⋅ Marco Scarsini
[ OpenReview] 
Poster
None
Learning from Disagreement: Maximum Divergence Knowledge Distillation
Aref Jafari ⋅ Parsa Ashrafi Fashi ⋅ Mehdi Rezagholizadeh ⋅ Hanieh A Golmankhaneh ⋅ Shayan Salehi ⋅ Vikram Appia ⋅ Emad Barsoum ⋅ Ali Ghodsi
[ OpenReview] 
Poster
None
ReSET: Accurate Latency-Critical NVFP4 Reasoning via Step-Aware Temperature Scaling
Sihwa Lee ⋅ Janghwan Lee ⋅ Donghoon Yoo ⋅ Jae G Kim ⋅ Hanyul ryu ⋅ Soojung Ryu ⋅ Jungwook Choi
[ OpenReview] 
Poster
None
Multi-Constrained Randomized Smoothing Certificates
Jimin Cao ⋅ Aleksandar Bojchevski
[ OpenReview] 
Poster
None
Past, Future, All at Once: Breaking Stability-Plasticity Dilemma via Post-hoc JANUS Rectification
Zhilong Zheng ⋅ Letian Tao ⋅ Yang Guan ⋅ Yujie Yang ⋅ Wei Xiong ⋅ Kehua Sheng ⋅ Bo Zhang ⋅ Jingliang Duan ⋅ Keqiang Li ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
PULSE: Probabilistic Uncertainty-Aware Longitudinal Simulation for EHR Trajectories
Robert L Manschke ⋅ Angus Roberts ⋅ Julia Ive
[ OpenReview] 
Poster
None
Amortizing Generative Guidance for Model-Based Reinforcement Learning
Xiangteng Zhang ⋅ Guojian Zhan ⋅ Likun Wang ⋅ Jingliang Duan ⋅ Yang Guan ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
Hard Attention Transformers and BSS-Machines
Lena Ehrmuth
[ OpenReview] 
Poster
None
Achieve Latency-Efficient Temporal-Coding Spiking LLMs via Discretization-Aware Conversion
Jinjie Fang ⋅ Tianxing Man ⋅ Xiao Du ⋅ Chengxun Jin ⋅ Haozhen Zhang ⋅ Yi Chang ⋅ Bin Gu
[ OpenReview] 
Poster
None
Look-ahead Variational Flow for Generative Online Reinforcement Learning
Tianyi Zhang ⋅ Likun Wang ⋅ Tianze Zhu ⋅ Guojian Zhan ⋅ yinuo Wang ⋅ Feihong Zhang ⋅ Yang Guan ⋅ Yao Lyu ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
State Copying Crowds Out Reasoning: Mechanistic Evidence for Delta Planning in Autoregressive Models
Wang Xi ⋅ Shijia Xu
[ OpenReview] 
Poster
None
STAPO: Stabilizing Reinforcement Learning for LLMs by Silencing Rare Spurious Tokens
Shiqi Liu ⋅ Zeyu He ⋅ Guojian Zhan ⋅ Letian Tao ⋅ Zhilong Zheng ⋅ Jiang Wu ⋅ yinuo Wang ⋅ Yang Guan ⋅ Kehua Sheng ⋅ Bo Zhang ⋅ Keqiang Li ⋅ Jingliang Duan ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
Agent-Native Research Artifacts
Jiachen Liu ⋅ Jiaxin Pei ⋅ Jintao Huang ⋅ Chenglei Si ⋅ Ao Qu ⋅ Robert Tang ⋅ Runyu Lu ⋅ Lichang Chen ⋅ Xiaoyan Bai ⋅ Haizhong Zheng ⋅ Shirui Chen ⋅ Zhiyang Chen ⋅ Haojie Ye ⋅ Yujuan Fu ⋅ Zexue He ⋅ Zijian Jin ⋅ Zhenyu Zhang ⋅ Shangquan Sun ⋅ Maestro Harmon ⋅ Dianzhuo Wang ⋅ Qian-Ze Zhu ⋅ Jiachen Sun ⋅ Mingyuan Wu ⋅ Baoyu Zhou ⋅ Chenyu You ⋅ Shijian Lu ⋅ Yiming Qiu ⋅ Fan Lai ⋅ Yuan Yuan ⋅ Yao Li ⋅ Junyuan Hong ⋅ Ruihao Zhu ⋅ Beidi Chen ⋅ Alex Pentland ⋅ Ang Chen ⋅ Mosharaf Chowdhury ⋅ Zechen Zhang
[ OpenReview] 
Poster
None
Self-Adjoint Flow Policy Optimization
Guojian Zhan ⋅ Feihong Zhang ⋅ Likun Wang ⋅ Xiangteng Zhang ⋅ Letian Tao ⋅ Tianyi Zhang ⋅ Wenxin Zhao ⋅ yinuo Wang ⋅ Tianze Zhu ⋅ Jingliang Duan ⋅ Yang Guan ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
Preventing Error Cascades in Long-Horizon Multimodal Agents with Edge-Reliability Graph Memory
Saman Forouzandeh ⋅ Wei Peng ⋅ Xinghuo Yu ⋅ Jalili
[ OpenReview] 
Poster
None
Moment-Constrained Latent Steering for Flow Policy
Wenxin Zhao ⋅ Letian Tao ⋅ Zhilong Zheng ⋅ Guojian Zhan ⋅ Yujie Yang ⋅ Likun Wang ⋅ yinuo Wang ⋅ Feihong Zhang ⋅ Tianze Zhu ⋅ Jingliang Duan ⋅ Yang Guan ⋅ Shengbo Eben Li
[ OpenReview] 
Poster
None
StatLUT: Statistical Feature-Driven Multimodal 3D LUT Generation for Photorealistic Style Transfer
Yifan Wang ⋅ Zhixiang Hao ⋅ Yu Wang ⋅ Congchao Zhu
[ OpenReview] 
Poster
None
WorldSR: Harnessing World Knowledge Search for Grounded Image Super-Resolution
Junyuan Deng ⋅ Xinyi Wu ⋅ Zhenyao Wu ⋅ Song Wang ⋅ Yu Wang ⋅ Congchao Zhu
[ OpenReview] 
Poster
None
ExpRFT: Exponential Reward-Weighted Fine-Tuning for Offline RL in Multi-Turn Dialogue
Huy Dao ⋅ Lizi Liao
[ OpenReview] 
Poster
None
OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning
Zhongyu Yang ⋅ Jiale Tao ⋅ Ruitao Chen ⋅ Zuhao Yang ⋅ Yingfang Yuan ⋅ Xueliang Zhao ⋅ Auden ⋅ Kai Wang ⋅ Shuai Shao ⋅ Biao Wang ⋅ Steve Yves ⋅ Qinglin Lu
[ OpenReview] 
Poster
None
G-Zero: Self-Play for Open-Ended Generation from Zero Data
Chengsong Huang ⋅ Haolin Liu ⋅ Tong Zheng ⋅ Runpeng(Leo) Dai ⋅ Langlin Huang ⋅ JINYUAN LI ⋅ Zongxia Li ⋅ Zhepei Wei ⋅ Yu Meng ⋅ Jiaxin Huang
[ OpenReview] 
Poster
None
FETTUCCINE: Fast and efficient brain-to-text decoding on mobile devices
Jonathan McCart ⋅ Pranav Deevi ⋅ Mehdi Azabou ⋅ Nanda H Krishna ⋅ Caleb A McKinney ⋅ Nicholas S Card ⋅ Sergey D Stavisky ⋅ Chethan Pandarinath
[ OpenReview] 
Poster
None
Latent Action Reparameterization for Efficient Agent Inference
Wenhao Huang ⋅ Qingwen Zeng ⋅ Qiyue Chen ⋅ Zijie Guo ⋅ Yu Sun ⋅ Cheng Yang ⋅ Siru Ouyang ⋅ Jiri Gesi ⋅ Fang Wu ⋅ Jiayi Zhang ⋅ Huaming Chen ⋅ Bang Liu ⋅ Robert Tang ⋅ Chenglin Wu
[ OpenReview] 
Poster
None
Global Convergence in Deep Networks via the Second Law of Thermodynamics
Matan Tsipory ⋅ Ofir Gaash ⋅ Itamar Harel ⋅ Nati Srebro ⋅ Daniel Soudry
[ OpenReview] 
Poster
None
Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning
Yunan Wang ⋅ Minghui Song ⋅ Zihan Zhang ⋅ Shaohan Huang ⋅ Haizhen Huang ⋅ Furu Wei ⋅ Weiwei Deng ⋅ Feng Sun ⋅ Qi Zhang
[ OpenReview] 
Poster
None
Margin Dynamics for Large Language Model Alignment
Xingzi Xu ⋅ Saygin Seyfioglu ⋅ Karim Bouyarmane
[ OpenReview] 
Poster
None
PlasticMem: Adding Temporal Reasoning to Diffusions for Consistent Long Video Generation
Yufei Huang ⋅ Chao Liang ⋅ Zerong Zheng ⋅ Tianshu Hu ⋅ Jianwen Jiang ⋅ Yuan Zhang ⋅ Mingyuan Gao ⋅ Chang Yu ⋅ Stan Z. Li
[ OpenReview] 
Poster
None
Position: Telic Errors Make VLMs Unreliable Annotators in Sensitive Contexts
Kokil Jaidka ⋅ Nur I Mujtahid ⋅ Chebrolu Niranjan ⋅ Sahajpreet Singh
[ OpenReview] 
Poster
None
Tracing Persona Vectors Through LLM Pretraining
Viktor Moskvoretskii ⋅ Dominik Glandorf ⋅ Jorge M Moreira ⋅ Tanja Käser ⋅ Robert West
[ OpenReview] 
Poster
None
TensorCommitments: A Lightweight Verifiable Inference for Large Language Models
Oguzhan Baser ⋅ Elahe Sadeghi ⋅ Eric Wang ⋅ Nico Vergauwen ⋅ Sam Kazemian ⋅ Hong Kang ⋅ Sandeep Chinchali ⋅ Sriram Vishwanath
[ OpenReview] 
Poster
None
Imagine, Don't Narrate: The Generative Bottleneck in World Models of Interaction Dynamics
Daniel Platnick ⋅ Marjan Alirezaie ⋅ Hossein Rahnama
[ OpenReview] 
Poster
None
Understanding and Mitigating Structural Forgetting in Fine-Tuned Time Series Foundation Models
ZEYU SHI ⋅ Yirong Xue ⋅ Xin Xue ⋅ Ziming Wang ⋅ Jintao Wu ⋅ Shiqi Gao ⋅ Haoyi Zhou
[ OpenReview] 
Poster
None
RCSTAT: A Statistical Framework of Relative Contextualization in Transformers
Debabrata Mahapatra ⋅ Shubham Agarwal ⋅ Apoorv Saxena ⋅ Subrata Mitra
[ OpenReview] 
Poster
None
Inferring Computational Structure from Neural Recordings with Gain-Modulated Linear Dynamical Systems
Yiteng Zhang ⋅ Zixiong Wang ⋅ Zhengze Wang ⋅ Ke Chen ⋅ Xingyu Li ⋅ Bin Min
[ OpenReview] 
Poster
None
MIRAGE: Duality-Inspired MILP Augmentation for Representation Learning
Ziao Guo ⋅ Shiyue Wang ⋅ Jiayuan Yang ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Matching-while-Decoding: Enhancing Template-Free Retrosynthesis via Explicit Structural Alignment
Kaipeng Zeng ⋅ Jiarui Shen ⋅ Yi Jiang ⋅ Shiyue Wang ⋅ Lin Yao ⋅ Tong Zhu ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Coherent Hierarchical Multi-Label Learning to Defer for Medical Imaging
Joshua Strong ⋅ Pramit Saha ⋅ Emma Sun ⋅ Helen Higham ⋅ Alison Noble
[ OpenReview] 
Poster
None
CPSea2: Composing Terminal Geometries for Structurally Diverse Cyclic Peptide Binder Design
Ziyi Yang ⋅ Yinjun Jia ⋅ Guiyu Deng ⋅ Jiqing Zheng ⋅ Tianyi Zhang ⋅ Ziting Zhang ⋅ Kai Liu ⋅ Lei Liu ⋅ Yanyan Lan
[ OpenReview] 
Poster
None
VTV-FM: Flow Matching through Variational Terminal-Velocity Closure
Haoyang Jiang ⋅ Yuheng Li ⋅ Di Yang ⋅ Yanhai Xiong ⋅ Haipeng Chen ⋅ Yi He
[ OpenReview] 
Poster
None
FusionNeXt: Sequence-First 3D Multi-Modal Fusion in the Era of LLMs
Yu Hong ⋅ Xiaosong Jia ⋅ Songbur Wong ⋅ Yanhao Liu ⋅ Wenlong Liao ⋅ Tao He ⋅ Junchi Yan
[ OpenReview] 
Poster
None
ENACT: Single-Image Human-Scene Interaction Motion from Language via Foundation-Model Orchestration
Sreehari Rajan ⋅ Kunal Bhosikar ⋅ Charu Sharma ⋅ Nikos Athanasiou
[ OpenReview] 
Poster
None
DC-DiT: Adaptive Compute and Elastic Inference for Visual Generation via Dynamic Chunking
Akash Haridas ⋅ Utkarsh Saxena ⋅ Parsa Ashrafi Fashi ⋅ Mehdi Rezagholizadeh ⋅ Vikram Appia ⋅ Emad Barsoum
[ OpenReview] 
Poster
None
LLMs Show No Signs Of Individuated Metacognition
M. Moran ⋅ Mark E Whiting
[ OpenReview] 
Poster
None
Robust Satisficing Ensemble: Scalable Model Aggregation Under Distribution Shifts
Ahmet Faruk Cetinkaya ⋅ Enes Ağırman ⋅ Cem Tekin
[ OpenReview] 
Poster
None
SICAF: Time-Varying Focus Bottleneck for Self-Supervised Event-Based Optical Flow with Spiking Neural Network
Shuangming Yang ⋅ Qing He ⋅ Shangqi Guo ⋅ Badong Chen
[ OpenReview] 
Poster
None
Information Propagation via Sign-Flip Dynamics
Hyunwoo Lee ⋅ Hyojae Lim ⋅ Dohyun Kwon
[ OpenReview] 
Poster
None
Scalable Minimal-Change Learning for Controllable Image Editing
Shuo Chen ⋅ Fengming Huang ⋅ Yu Yao ⋅ Mingming Gong ⋅ Tongliang Liu
[ OpenReview] 
Poster
None
EEGFaceSem: An EEG Benchmark with Paired Generative Latents for Semantic Visual Modeling
Jun Ma ⋅ Michiel M Spape ⋅ Keith M Davis ⋅ Tuukka Ruotsalo
[ OpenReview] 
Poster
None
Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation
Jacob Dang ⋅ Brian Y Xie ⋅ Omar G. Younis
[ OpenReview] 
Poster
None
Evaluating and Understanding Scheming Propensity in LLM Agents
Mia Hopman ⋅ Jannes Elstner ⋅ Maria Avramidou ⋅ Amritanshu Prasad ⋅ David Lindner
[ OpenReview] 
Poster
None
HyCO: A Hybrid Neural Solver for Combinatorial Optimization
Yuheng Li ⋅ Di Yang ⋅ Haipeng Chen ⋅ Yanhai Xiong
[ OpenReview] 
Poster
None
GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions
Junho Kim ⋅ Xu Cao ⋅ Houze Yang ⋅ Bikram Boote ⋅ Ana Jojic ⋅ Fiona Ryan ⋅ Bolin Lai ⋅ Sangmin Lee ⋅ James Rehg
[ OpenReview] 
Poster
None
TimeTraveler: Temporal Strategy Planning with Time Dictionary for Streaming Video Understanding
Minkuk Kim ⋅ Junho Kim ⋅ Seong Tae Kim
[ OpenReview] 
Poster
None
Predicting Nothing Beats SAM 3: Revisiting Evaluation in Video Object Segmentation
Jihwan Hong ⋅ Woohyeon Park ⋅ Jaeik Kim ⋅ Jaeyoung Do
[ OpenReview] 
Poster
None
(Mis)generalization of Helpful-Only Fine-Tuning
Mohammad Omar Khursheed ⋅ Baram Sosis ⋅ Fabien Roger
[ OpenReview] 
Poster
None
BitMTP: When Multi-Token Prediction Meets Low-Bit Large Language Models
Ning Zhang ⋅ Shihao Wang ⋅ Jinrui Zhang ⋅ Chaodong Xiao ⋅ Lei Zhang
[ OpenReview] 
Poster
None
Near-Optimal Last-Iterate Convergence for Zero-Sum Games with Bandit Feedback and Opponent Actions
Soumita Hait ⋅ Ping Li ⋅ Haipeng Luo ⋅ Mengxiao Zhang
[ OpenReview] 
Poster
None
From Ideas to Code: Tree-structured Policy Optimization for Automated Algorithm Design with LLMs
Rui Zhang ⋅ Ping Guo ⋅ Liyong Lin ⋅ Zhichao Lu ⋅ Qingfu Zhang
[ OpenReview] 
Poster
None
DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems
Haoran Ou ⋅ Kangjie Chen ⋅ Gelei Deng ⋅ Hangcheng Liu ⋅ Jie Zhang ⋅ Tianwei Zhang ⋅ Kwok-Yan Lam
[ OpenReview] 
Poster
None
NoTVLA: Semantics-Preserving Robot Adaptation via Narrative Action Interfaces
Zheng Huang ⋅ Mingyu Liu ⋅ Xiaoyi Lin ⋅ Muzhi Zhu ⋅ Ye Lin ⋅ Canyu Zhao ⋅ Zongze Du ⋅ Xiaoman Li ⋅ Hao Zhong ⋅ Yiduo Jia ⋅ Hao Chen ⋅ Chunhua Shen
[ OpenReview] 
Poster
None
ST-DiffEye: Diffusion-based Continuous Gaze Generation via Joint Scanpath-Trajectory Modeling
Brian Nlong Zhao ⋅ Ozgur Kara ⋅ Junho Kim ⋅ James Rehg
[ OpenReview] 
Poster
None
Nautilus: From One Prompt to Plug-and-Play Robot Learning
Yufeng Jin ⋅ Jianfei Guo ⋅ Xiaogang Jia ⋅ Yu Deng ⋅ Steven Li ⋅ Han Liu ⋅ Weiran Liao ⋅ Vignesh Prasad ⋅ Mathias Franzius ⋅ Gerhard Neumann ⋅ Georgia Chalvatzaki
[ OpenReview] 
Poster
None
Tree Training: Efficient LLM Training on Tree-Structured Trajectories
Jinghui wang ⋅ Wang Shaojie ⋅ Can Tang ⋅ Yinghan Cui ⋅ Xuxing Chen ⋅ Xiaojiang Zhang ⋅ Chao Wang ⋅ Haotian Zhang
[ OpenReview] 
Poster
None
Bricker to BRACE: A Bracket Exposure RAW Dataset and Restoration Model for Flicker-Banding
Zihan Zhou ⋅ Libo Zhu ⋅ Jue Gong ⋅ Zhiyi Zhou ⋅ Jiezhang Cao ⋅ Yong Guo ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
Trie-Aware Transformers for Generative Recommendation
Zhenxiang Xu ⋅ Sirui Chen ⋅ Yong He ⋅ Jieyu Yang ⋅ Chuan Yuan ⋅ Ke Ding ⋅ Jing Cao ⋅ Can Wang ⋅ Jiawei Chen
[ OpenReview] 
Poster
None
Incorporating Neural Network Structure in the Bayesian Learning Rule
Eiki Shimizu ⋅ Mohammad Emtiyaz Khan ⋅ Thomas Möllenhoff
[ OpenReview] 
Poster
None
D$^2$Quant: Accurate Low-bit Post-Training Weight Quantization for LLMs
Xianglong Yan ⋅ chengzhu bao ⋅ Zhiteng Li ⋅ Tianao Zhang ⋅ Shaoqiu Zhang ⋅ Ruobing Xie ⋅ Xingwu Sun ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
RIFLE: Removal of Image Flicker-Banding via Latent Diffusion Enhancement
Libo Zhu ⋅ Zihan Zhou ⋅ Xiaoyang Liu ⋅ Zhiyi Zhou ⋅ Weihang Zhang ⋅ Keyu Shi ⋅ Yifan Fu ⋅ Yulun Zhang
[ OpenReview] 
Poster
None
Structure Over Scale: Learning Visual Reasoning from Pedagogical Video
Bishoy Galoaa ⋅ Xiangyu Bai ⋅ Sarah Ostadabbas
[ OpenReview] 
Poster
None
Learning Generative Dynamics for 3D Molecule Generation via Sequential Neuro-Symbolic Constraints
Zhuoran Li ⋅ Xu Sun ⋅ Chang Chen ⋅ Wanyu Lin
[ OpenReview] 
Poster
None
Benchmarks Are Not Atomic: Composition-Aware LLM Evaluation using BenchHub
Eunsu Kim ⋅ Haneul Yoo ⋅ Guijin Son ⋅ Hitesh Patel ⋅ Amit Agarwal ⋅ Alice Oh
[ OpenReview] 
Poster
None
A general kernel framework for non-CND distance measures using $|\mathcal{D}|$-dimensional sparse landmark embeddings
Marcus Noack ⋅ Maher B Alghalayini ⋅ Mark D Risser
[ OpenReview] 
Poster
None
Rethinking the Mixture of Vision Encoders Paradigm for Enhanced Visual Understanding in Multimodal LLMs
Mozhgan Azadani ⋅ James Riddell ⋅ Sean Sedwards ⋅ Krzysztof Czarnecki
Poster
None
Joint Sequence--Vocabulary Selection for Efficient LLM Distillation
Xueli Geng ⋅ Weicheng Zhao ⋅ Xutong Mu ⋅ Tianrui Wei ⋅ Yanbiao Ma ⋅ Yulong Shen
[ OpenReview] 
Poster
None
Orlicz–Sobolev with Musielak: An Efficient Regularization Approach for Graph-based IPM
Tam Le ⋅ Truyen Nguyen ⋅ Hideitsu Hino ⋅ Kenji Fukumizu
[ OpenReview] 
Poster
None
Vision to Geometry: 3D Spatial Memory for Sequential Embodied MLLM Reasoning and Exploration
Zhongyi Cai ⋅ Yi Du ⋅ Chen Wang ⋅ Yu Kong
[ OpenReview] 
Poster
None
$R^2E$: A Role-driven Reward Evolutionary Framework for Automated Reward Function Design
Chang Shouhao ⋅ Xuan Liu ⋅ Hongye Zhu ⋅ Xinning Chen ⋅ Shigeng Zhang
[ OpenReview] 
Poster
None
CUDABench: Benchmarking LLMs for Text-to-CUDA Generation
Jiace Zhu ⋅ Wentao Chen ⋅ Qi Fan ⋅ Zhixing Ren ⋅ Junying Wu ⋅ Xing Z Chai ⋅ Chotiwit Rungrueangwutthinon ⋅ Yehan Ma ⋅ An Zou
[ OpenReview] 
Poster
None
Bridging the Simulation-to-Experiment Gap with Adversarial Distribution Alignment
Kai Nelson ⋅ Tobias Kreiman ⋅ Sergey Levine ⋅ Aditi Krishnapriyan
[ OpenReview] 
Poster
None
Point4D: Long-range 4D Motion Reconstruction
Minsik Jeon ⋅ Jay Karhade ⋅ Deva Ramanan ⋅ Shubham Tulsiani
[ OpenReview] 
Poster
None
Correction Space Steering for Hallucination Mitigation in Large Vision-Language Models
Songbo Yang ⋅ Shuliang Liu ⋅ Sihang Jia ⋅ Xuming Hu
[ OpenReview] 
Poster
None
When does the noise schedule matter? A spectral classification of diffusion training objectives
Ali Raza
[ OpenReview] 
Poster
None
TokenRepel: Generating Diverse Image Sets Without Sacrificing Quality
Qingtao Yu ⋅ Zhen Wang ⋅ Ning Lai ⋅ Boyang Hu ⋅ Hongdong Li ⋅ Dylan Campbell
[ OpenReview] 
Poster
None
Correlation-Aware Contextual Bandits with Surrogate Rewards for LLM Routing
Ajay N Sridhar ⋅ Ronak Singh ⋅ Mehrdad Mahdavi ⋅ Vijaykrishnan Narayanan
[ OpenReview] 
Poster
None
Conditional Optimal Bridge for Riemannian Activation Steering
Seyed Arshan Dalili ⋅ Ajay N Sridhar ⋅ Vijaykrishnan Narayanan ⋅ Mehrdad Mahdavi
[ OpenReview] 
Poster
None
Neural-DISCO: Source-Conditioned Counterfactual Editing of Neural Population Activity
Nico Policzer ⋅ James Ho ⋅ Joseph Soo ⋅ Xin Tang
[ OpenReview] 
Poster
None
Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities
Hyunsik Kim ⋅ Youngmoon Jung
[ OpenReview] 
Poster
None
LogicDirector: Enforcing Temporal Composition in Text-to-Video Generation
Yujiang Pu ⋅ Zixu Cheng ⋅ Shaogang Gong ⋅ Handong Zhao ⋅ Yu Kong
[ OpenReview] 
Poster
None
ROCKET: Residual-Oriented Multi-Layer Alignment for Spatially-Aware Vision-Language-Action Models
Guoheng Sun ⋅ Tingting Du ⋅ Kaixi Feng ⋅ Chenxiang Luo ⋅ Xingguo Ding ⋅ Zheyu Shen ⋅ Ziyao Wang ⋅ Yexiao He ⋅ Ang Li
[ OpenReview] 
Poster
None
What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions
Liyi Zhang ⋅ Michael Li ⋅ R. Thomas McCoy ⋅ Ted Sumers ⋅ Jian-Qiao Zhu ⋅ Tom Griffiths
Poster
None
DSBTR: A Diffusion Schrödinger Bridge Trajectory Refiner for Multi-Agent Trajectory Prediction
Yuxi Xue ⋅ Xiangzheng Zhou ⋅ Xiaobo Chen ⋅ Jianjun Qian ⋅ Jian Yang
[ OpenReview] 
Poster
None
The Internal Growth Function: A More General PAC Framework for Scenario Decision Making
Guillaume Berger ⋅ Raphaël Jungers
Poster
None
Uncertainty-Aware Probabilistic Constrained Clustering from Entangled Pairwise Supervision
Shaojie Zhang ⋅ Ke Chen
[ OpenReview] 
Poster
None
Martine: Benchmarking Multi-View 3D Surface Reconstruction Across Viewpoint Coverage, Resolution, and Lighting
Robin Bruneau ⋅ Baptiste Brument ⋅ Frederic Giraud ⋅ Bastian Sigrist ⋅ Sascha Jecklin ⋅ Philipp Fürnstahl ⋅ Bjoern Menze ⋅ Lilian Calvet
[ OpenReview] 
Poster
None
SCG-HF: Semantic Consistency Grouping for Hierarchical Fusion in Video Emotion Recognition
Muci Li ⋅ Yujing Rao ⋅ He Li ⋅ Mang Ye
[ OpenReview] 
Poster
None
Your Neighbors Know: Leveraging Local Neighborhoods for Backdoor Detection in Decentralized Learning
Sayan Biswas ⋅ Antoine Boutet ⋅ Davide Frey ⋅ Romaric Gaudel ⋅ Rachid Guerraoui ⋅ Maxime Jacovella ⋅ Anne-marie Kermarrec ⋅ Dimitri Lerévérend ⋅ Francois Taiani ⋅ Martijn De Vos
[ OpenReview] 
Poster
None
Chebyshev Differential Flows for Shape Matching and Interpolation with Endpoint Guidance
Jiin Im ⋅ Sisung Liu ⋅ Je Hyeong Hong
[ OpenReview] 
Poster
None
JODA: Composable Joint Dynamics for Articulated Objects
Tianhong Gao ⋅ Cheng Yu ⋅ Yinghao Xu ⋅ Mengyu Chu
[ OpenReview] 
Poster
None
RaZeR: Pushing the Limits of NVFP4 Quantization with Redundant Zero Remapping
Yuzong Chen ⋅ Xilai Dai ⋅ Jake Hyun ⋅ Chi-Chih Chang ⋅ Wonsuk Jang ⋅ Yuheng Wu ⋅ Thierry Tambe ⋅ Jae-sun Seo ⋅ Mohamed Abdelfattah
[ OpenReview] 
Poster
None
VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
Zhiming Luo ⋅ Hebaixu Wang ⋅ Haonan Guo ⋅ Jing Zhang ⋅ Bo Du
[ OpenReview] 
Poster
None
Semantic-level Exploration for Multi-Agent Reinforcement Learning
Jiangjin Yin ⋅ Zijian Ye ⋅ Rongbo Zhu ⋅ Hangyu Mao ⋅ Zhiwei Xu
[ OpenReview] 
Poster
None
From Local to Global: Progressive Consensus via Hierarchical Communication in Multi-Agent Reinforcement Learning
Jiangjin Yin ⋅ Zhonglin Lv ⋅ Hangyu Mao ⋅ Rongbo Zhu ⋅ Yiwei Shi ⋅ Kun Hu ⋅ Xianfang Tang ⋅ Zhiwei Xu
[ OpenReview] 
Poster
None
Simulating Students or Sycophantic Problem Solving? On Misconception Faithfulness of LLM Simulators
Heejin Do ⋅ Shashank Sonkar ⋅ Mrinmaya Sachan
[ OpenReview] 
Poster
None
Pure Exploration Beyond Reward Feedback: The Role of Post-Action Context
Mohammad Shahverdikondori ⋅ Amir Mohammad Abouei ⋅ Alireza Rezaeimoghadam ⋅ Negar Kiyavash
[ OpenReview] 
Poster
None
Can Model Merging Improve Aggregation in DiLoCo?
Stefan Horoi ⋅ Benjamin Thérien ⋅ Guy Wolf ⋅ Eugene Belilovsky
[ OpenReview] 
Poster
None
Diversity Curves for Graph Representation Learning
Katharina Limbeck ⋅ Nadja Häusermann ⋅ Martin Carrasco ⋅ Guy Wolf ⋅ Bastian Rieck
[ OpenReview] 
Poster
None
Displacement Geometry Captures Platonic Shared Reality Across Models and Modalities
Chenming Shang ⋅ Yujin Tang ⋅ Jun J Yang ⋅ Ruize Xu ⋅ Adam Breuer ⋅ Nikhil Singh
[ OpenReview] 
Poster
None
Spin-Weighted Spherical Harmonics Enable Complete and Scalable E(3)-Equivariant Networks
Chenxing Liang ⋅ Yuchao Lin ⋅ Andrii Kryvenko ⋅ Wendi Yu ⋅ Chuan Li ⋅ Jianwen Xie ⋅ Xiaofeng Qian ⋅ Shuiwang Ji
[ OpenReview] 
Poster
None
Forest-Guided Semantic Transport for Label-Supervised Manifold Alignment
Adrien Aumon ⋅ Myriam Lizotte ⋅ Guy Wolf ⋅ Kevin Moon ⋅ Jake Rhodes
[ OpenReview] 
Poster
None
When to Trust Memory: Retrieval-Guided Probabilistic Spatiotemporal Forecasting under Distribution Shift
Haochen Lv ⋅ Jianhao Zhang ⋅ Zhichen Lei ⋅ Yang Jiang ⋅ Xiaowei Mao ⋅ Shengnan Guo ⋅ Youfang Lin ⋅ Huaiyu Wan
[ OpenReview] 
Poster
None
Scheming Is a Symptom: Alignment Research Should Probe Reflexive Fragility
Nan Zhang ⋅ Heng Xu
[ OpenReview] 
Poster
None
HALMES: Knowing When to Intervene in LVLM Hallucination Mitigation
Ruining Hu ⋅ Jiaqi Lu ⋅ Xiao Liu ⋅ Ying Shen ⋅ Yu Wang ⋅ Lin Zhang
[ OpenReview] 
Poster
None
UniRAP: Towards Unified Part-level Physical Affordance Reasoning and Actionable Perception
Linfei Li ⋅ Ruining Hu ⋅ Lin Zhang ⋅ Zhong Wang ⋅ Fengyi Zhang ⋅ Ying Shen ⋅ Binqiang Wang ⋅ Xin Zhang
[ OpenReview] 
Poster
None
Extended Wasserstein-GAN Approach to Causal Distribution Learning: Density-Free Estimation and Minimax Optimality
Shu Tamano ⋅ Masaaki Imaizumi
[ OpenReview] 
Poster
None
Spectrum-Adaptive Generalization Bounds for Trained Deep Transformers
Mana Sakai ⋅ Masaaki Imaizumi
[ OpenReview] 
Poster
None
FrontierOR: Benchmarking LLMs' Capacity for Efficient Algorithm Design in Large-Scale Optimization
Minwei Kong ⋅ Chonghe Jiang ⋅ Ao Qu ⋅ Wenbin Ouyang ⋅ Zhaoming Zeng ⋅ Xiaotong Guo ⋅ Zhekai Li ⋅ Junyi Li ⋅ Yi Fan ⋅ Xinshou Zheng ⋅ Xi Jing ⋅ Yikai Zhang ⋅ Zhiwei Liang ⋅ Seonghoo Kim ⋅ Runqing Yang ⋅ Sirui Li ⋅ Han Zheng ⋅ Wangyang Ying ⋅ Ou Zheng ⋅ Chonghuan Wang ⋅ Jinglong Zhao ⋅ Paul Liang ⋅ Jinhua Zhao ⋅ Hai Wang
[ OpenReview] 
Poster
None
Optimal In-Context Learning of Autoregressive Processes under Heterogeneous Second-Order Moments of the Prompts
Hanna Tseran ⋅ Masaaki Imaizumi
[ OpenReview] 
Poster
None
H-Flow: Self-supervised Human Scene Flow via Physics-inspired Joint Multi-modal Learning
Zhanbo Huang ⋅ Xiaoming Liu ⋅ Yu Kong
[ OpenReview] 
Poster
None
Training-Induced Escape from Token Clustering in a Mean-Field Formulation of Transformers
Noboru Isobe ⋅ Daisuke Inoue ⋅ Masaaki Imaizumi
[ OpenReview] 
Poster
None
Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs
Antonis Vasileiou ⋅ Juan Cervino ⋅ Pascal Frossard ⋅ Charilaos Kanatsoulis ⋅ Christopher Morris ⋅ Michael T Schaub ⋅ Pierre Vandergheynst ⋅ Zhiyang Wang ⋅ Guy Wolf ⋅ Ron Levie
[ OpenReview] 
Poster
None
Minimax Optimal Estimation of Transport-Growth Pairs in Unbalanced Optimal Transport
Donlapark Ponnoprat ⋅ Noboru Isobe ⋅ Masaaki Imaizumi
[ OpenReview] 
Poster
None
CITE: Anytime Valid Statistical Inference in LLM Self-Consistency
Hirofumi Ota ⋅ Naoto Iwase ⋅ Yuki Ichihara ⋅ Junpei Komiyama ⋅ Masaaki Imaizumi
[ OpenReview] 
Poster
None
Regret Minimization in Single-Dimensional Contract-Design with Binary Actions
Riccardo Poiani ⋅ Martino Bernasconi ⋅ Andrea Celli
[ OpenReview] 
Poster
None
Tight Generalization Bounds for Noiseless Inverse Optimization
Sayedpouria Fatemi ⋅ Hoomaan Maskan ⋅ Suvrit Sra ⋅ Peyman Mohajerin Esfahani
[ OpenReview] 
Poster
None
GridProbe: Posterior-Probing for Adaptive Test-Time Compute in Long-Video VLMs
Mohamed Eltahir ⋅ Ayash ⋅ Ali Habibullah ⋅ Tanveer Hussain ⋅ Naeemullah Khan
[ OpenReview] 
Poster
None
An Axiomatic Analysis of DPO and NLHF as Reference-Dependent Probabilistic Voting Rules
Wesley H Holliday ⋅ Adam Lesnikowski ⋅ Roberto-Rafael Maura-Rivero
[ OpenReview] 
Poster
None
Fewer Tokens, Fewer Layers: Efficient Vision Token Pruning and On-Policy Distillation to Accelerate VLMs
Shuai Wang ⋅ Shitong Shao ⋅ Qi Xuan ⋅ Zhaowei Zhu ⋅ Jiaheng Wei
[ OpenReview] 
Poster
None
Brain2voice 2.0: High-performance voice synthesis brain-computer interface
Maitreyee Wairagkar ⋅ Aparna Srinivasan ⋅ Nicholas S Card ⋅ Tyler Singer-Clark ⋅ Xianda Hou ⋅ Carrina Iacobacci ⋅ Lee Miller ⋅ Leigh Hochberg ⋅ David Brandman ⋅ Sergey D Stavisky
[ OpenReview] 
Poster
None
Learning to Persuade a Biased Receiver
Yuqi Pan ⋅ Sadie Zhao ⋅ Milind Tambe ⋅ Yiling Chen
[ OpenReview] 
Poster
None
ExtraVAR: Stage-Aware RoPE Remapping for Resolution Extrapolation in Visual Autoregressive Models
Feihong Yan ⋅ Shaoyu Liu ⋅ Haixuan Wang ⋅ Shuai Lu ⋅ Weijie Ma ⋅ Linfeng Zhang ⋅ Huiqi Li ⋅ Xiangyang Ji
[ OpenReview] 
Poster
None
Embeddings for Preferences, Not Semantics
Carter Blair ⋅ Ariel Procaccia ⋅ Milind Tambe
[ OpenReview] 
Poster
None
Representation Forcing for Bottleneck-Free Unified Multimodal Models
Yuqing Wang ⋅ Zhijie Lin ⋅ Ceyuan Yang ⋅ Yang Zhao ⋅ Fei Xiao ⋅ Hao He ⋅ Qi Zhao ⋅ Zihan Ding ⋅ Fu-Yun Wang ⋅ Shuai Wang ⋅ Youliang Zhang ⋅ Haoqi Fan ⋅ Xihui Liu
[ OpenReview] 
Poster
None
SANEval: Open-Vocabulary Compositional Benchmarks with Failure-mode Diagnosis
Rishav Pramanik ⋅ Ian Nielsen ⋅ Jeffrey Smith ⋅ Saurav Pandit ⋅ Ravi P Ramachandran ⋅ Zhaozheng Yin
[ OpenReview] 
Poster
None
Online Allocation with Unknown Shared Supply
Tzeh Y Neoh ⋅ XianJun, Davin Choo ⋅ Mengchu Yue ⋅ Milind Tambe
[ OpenReview] 
Poster
None
Graph Distance Based on Cause-Effect Estimands with Latents
Zhufeng Li ⋅ Niki Kilbertus
[ OpenReview] 
Poster
None
Automated Causal Effect Estimation through Self-Evolving AI
Can Wang ⋅ Hongyu Zhao ⋅ Yiqun T Chen
[ OpenReview] 
Poster
None
LiFT: Lifted Inter-slice Feature Trajectories for 3D Image Generation from 2D Generators
Xinhe Zhang ⋅ Yuyang Zhang ⋅ Pengfei Jin ⋅ Arnau Marin-Llobet ⋅ Na Li ⋅ Quanzheng Li
[ OpenReview] 
Poster
None
In-Context Learning Can Help Vision Language Models Overcome Training Prior
Kun Wang ⋅ Xindi Wu ⋅ Sanghyuk Chun ⋅ Olga Russakovsky ⋅ Esin Tureci
[ OpenReview] 
Poster
None
The Mask Is Not the Object: Volumetric Supervision for 3D Gaussian Segmentation
Jeonghwan Cho ⋅ Minsu Kim ⋅ Junyoung Hong ⋅ Seon Joo Kim
[ OpenReview] 
Poster
None
DynaPFN: Zero-Shot Dynamical System Forecasting with Tabular Prior-Fitted Networks
Chiara Roverato ⋅ Joseph Cotnareanu ⋅ Pablo Piantanida ⋅ Boris Oreshkin ⋅ Mark Coates
[ OpenReview] 
Poster
None
Pretext Reasoning: Scaling the Building Blocks of Interleaved Multimodal Reasoning
Jiawei Gu ⋅ Linjie Li ⋅ Yiming Liu ⋅ Yunzhuo Hao ⋅ Zhichao Peng ⋅ Huichen W Wang ⋅ Guanzheng Chen ⋅ Luxin Xu ⋅ Xinyu Zhang ⋅ Li Luo ⋅ Disen Lan ⋅ Zican Hu ⋅ Mingyang Song ⋅ David Valente ⋅ Alex Jinpeng Wang ⋅ Yafu Li ⋅ Ganqu Cui ⋅ Zhengyuan Yang ⋅ Michael Shieh ⋅ Yejin Choi ⋅ Ranjay Krishna ⋅ Yu Cheng
[ OpenReview] 
Poster
None
LaCache: Robust Semantic Caching for LLM Serving
JIACHENG LIANG ⋅ Yuhui Wang ⋅ Tanqiu Jiang ⋅ Ting Wang
[ OpenReview] 
Poster
None
SAFTAC: Simulation-Augmented Fine-Tuning of Open-Source LLMs for Analog Circuit Design
Junsheng Huang ⋅ Yifan Sun ⋅ Zhuoer Zhang ⋅ Ning Wei ⋅ Yening Liu ⋅ Michael Molter ⋅ Pavan Kumar Hanumolu ⋅ Elyse Rosenbaum ⋅ Bin Hu ⋅ Huan Zhang
[ OpenReview] 
Poster
None
Finite-Resolution Decision Sufficiency for Linear Optimization
Mohammed Jamal ⋅ Soufiane Fafe
[ OpenReview] 
Poster
None
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents
Rui Yang ⋅ Qianhui Wu ⋅ Yuxi Chen ⋅ Hao Bai ⋅ Wenlin Yao ⋅ Hao Cheng ⋅ Baolin Peng ⋅ Huan Zhang ⋅ Tong Zhang ⋅ Jianfeng Gao
[ OpenReview] 
Poster
None
Safe Offline Reinforcement Learning using Behavior Regularisation and Latent Feasibility-Guidance
Mahesh Keswani ⋅ Parth Bhardwaj ⋅ Ankur Kumar ⋅ Raunak P Bhattacharyya
[ OpenReview] 
Poster
None
The Confusion is Real: GRAPHIC – A Network Science Approach to Confusion Matrices in Deep Learning
Johanna S. Fröhlich ⋅ Bastian Heinlein ⋅ Jan Claar ⋅ Hans Rosenberger ⋅ Vasileios Belagiannis ⋅ Ralf R Müller
Poster
None
Retrieve-then-Steer: Online Success Memory for Test-Time Adaptation of Generative VLAs
Jianchao Zhao ⋅ Huoren Yang ⋅ Hu Yusong ⋅ Yuyang Gao ⋅ Qiguan Ou ⋅ Cong Wan ⋅ SongLin Dong ⋅ Zhiheng Ma ⋅ Yihong Gong
[ OpenReview] 
Poster
None
Beyond World-Frame Action Heads: Motion-Centric Action Frames for Vision-Language-Action Models
Huoren Yang ⋅ Jianchao Zhao ⋅ Hu Yusong ⋅ Qiguan Ou ⋅ Yuyang Gao ⋅ Wei Ke ⋅ Yuhang He ⋅ SongLin Dong ⋅ Zhiheng Ma ⋅ Yihong Gong
[ OpenReview] 
Poster
None
Ask Early, Ask Late, Ask Right: When Does Clarification Timing Matter for Long-Horizon Agents?
Anmol Gulati ⋅ Hariom Gupta ⋅ Elias Lumer ⋅ Sahil Sen ⋅ Vamse K Subbiah
[ OpenReview] 
Poster
None
Uncertainty Estimation for Pretrained Medical Image Registration Models via Transformation Equivariance
Lin Tian ⋅ Xiaoling Hu ⋅ Juan E Iglesias
[ OpenReview] 
Poster
None
Capturing Membrane Dynamics and Spike Timing of Human Neurons at Scale using Neural Operators
Luca Ghafourpour ⋅ Cindy Zhao ⋅ Valentin Duruisseaux ⋅ Bahareh Tolooshams ⋅ Philip Wong ⋅ Costas Anastassiou ⋅ Animashree Anandkumar
[ OpenReview] 
Poster
None
NeuralBES: A Differentiable, Control-Aware Emulator for Scalable Building Energy Modeling
Ting-Yu Dai ⋅ Takuya Kurihana ⋅ Wing Yee Au ⋅ YUNG WONG
[ OpenReview] 
Poster
None
iDETR: Implicit DETR for Tiny Object Detection
Lingcong Cai ⋅ Haiqin Yang ⋅ Jikui Liu ⋅ Yunpeng Cai ⋅ yumeng liu ⋅ Xiaomao Fan
[ OpenReview] 
Poster
None
Training Language Models via Neural Cellular Automata
Dan Lee ⋅ Seungwook Han ⋅ Akarsh Kumar ⋅ Pulkit Agrawal
[ OpenReview] 
Poster
None
Cracks in the Foundation: A Civil Infrastructure Dataset to Challenge Vision Foundation Models
Nicola Farronato ⋅ Niccolò Avogaro ⋅ Thomas Frick ⋅ Mattia Rigotti ⋅ Rizwan U Khan ⋅ Michele Magno ⋅ Konrad Schindler ⋅ A. Cristiano I. Malossi ⋅ Florian Scheidegger
[ OpenReview] 
Poster
None
SCDM: Scalable Causal Discovery in Nonlinear Temporal Systems with Meta-Learning
Jingbo Wang ⋅ Kegeng Tang ⋅ zihao wang ⋅ Shaogang Ren
[ OpenReview] 
Poster
None
When does LeJEPA learn a World Model?
David Klindt ⋅ Yann LeCun ⋅ Randall Balestriero
[ OpenReview] 
Poster
None
From Document Layout to Causal Topology: An End-to-End Architecture for Temporal Causal Reasoning
Zhifeng Yang ⋅ Wei Luo ⋅ Yongjian Chen ⋅ Shiqi Ou
[ OpenReview] 
Poster
None
The VLM as Sensor: Bayesian Active Search for Long Video Understanding
Chong Tang ⋅ Sannara EK ⋅ Dirk Koch ⋅ Robert Mullins ⋅ Alex Weddell ⋅ Jagmohan Chauhan
[ OpenReview] 
Poster
None
MatCurvs: Article Real-Coordinate Curve Extraction for Agent-Ready Materials Reasoning
Liang Yin ⋅ Zhan'ao yao ⋅ Jiahui Shi ⋅ Songlin Yu ⋅ Jianjun Liu
[ OpenReview] 
Poster
None
The Algorithm Is Not the Behavior: Learned Priors Override Look-Ahead in a Chess-Playing Neural Network
Elias Sandmann ⋅ Sebastian Lapuschkin ⋅ Wojciech Samek
[ OpenReview] 
Poster
None
Approximation in Contrastive Representation Learning
Yuanfan Li ⋅ Zihan Zhang ⋅ Yiming Ying ⋅ Ding-Xuan Zhou
[ OpenReview] 
Poster
None
MOSAIC: Concept Bottlenecks via Text-Anchored Optimal Transport
Sannara EK ⋅ Chong Tang ⋅ Dirk Koch ⋅ Alex Weddell ⋅ Jagmohan Chauhan ⋅ Robert Mullins
[ OpenReview] 
Poster
None
SPEXT: A Decoupled Multi-Spectral Foundation Model for Earth Observation and Vision-Language Grounding
Sannara EK ⋅ Chong Tang ⋅ Dirk Koch ⋅ Alex Weddell ⋅ Jagmohan Chauhan ⋅ Robert Mullins
[ OpenReview] 
Poster
None
AgentKernelArena: Benchmarking Performance and Generalization of AI Coding Agents on GPU Kernels Optimization
Sharareh Younesian ⋅ Wenwen Ouyang ⋅ sina rafati ⋅ Mehdi Rezagholizadeh ⋅ Sharon Zhou ⋅ Ji Liu ⋅ Yue Liu ⋅ Yuchen Yang ⋅ Hao Li ⋅ Ziqiong Liu ⋅ Dong Li ⋅ Vikram Appia ⋅ Zhenyu Gu ⋅ Emad Barsoum
[ OpenReview] 
Poster
None
Structure-Semantic Guided Closed-Loop Medical Anomaly Detection via Multi-Agent Collaboration
Chunjing Xiao ⋅ Yunxiao Dai ⋅ Yuwan Fu ⋅ Yucong Wang ⋅ Chong Tang ⋅ Fan Zhou ⋅ Ying Ma
[ OpenReview] 
Poster
None
Neural Slack Variables for Shape Constraints
Ruben Wiedemann ⋅ Antoine Jacquier ⋅ Lukas Gonon
[ OpenReview] 
Poster
None
SSD: Shell-Guided Spherical Diffusion for Molecular Geometry Generation
Yun-Yen Chuang ⋅ Chen-Sheng Gu ⋅ Hung-Min Hsu ⋅ Kevin Lin ⋅ Ray-I Chang
[ OpenReview] 
Poster
None
Large Language Model Failures from Hallucination to Homogenization Are Different Facets of Miscalibration
Tiancheng Hu ⋅ Caiqi Zhang ⋅ Dirk Hovy ⋅ Nigel Collier
[ OpenReview] 
Poster
None
Leaderboard Hacking: Preference-Based Model Evaluations are Vulnerable to Manipulation
Eve Fleisig ⋅ Joachim Baumann ⋅ Dylan Hadfield-Menell ⋅ Dirk Hovy
[ OpenReview] 
Poster
None
MENDR: Manifold-Embedded Neural Data Representations for Channel-Agnostic EEG Foundation Modeling
Micky C Nnamdi ⋅ Matthew Chen ⋅ Benoit Marteau ⋅ Shaun Q. Y. Tan ⋅ J. Ben Tamo ⋅ May Dongmei Wang
[ OpenReview] 
Poster
None
StitchEdit: Stitching Depth Priors into Image Editors via Per-Layer Gradient Probing
Qin Guo ⋅ Dan Xu
[ OpenReview] 
Poster
None
Hitting Time Isomorphism for Multi-Stage Planning with Foundation Policies
Magnus Victor Boock ⋅ Abdullah Akgül ⋅ Mustafa Mert Çelikok ⋅ Melih Kandemir
[ OpenReview] 
Poster
None
Canopy: Tree-Aware Rollout Scheduling for Agent Reinforcement Learning
Feiyuan Zhang ⋅ LI Pengbo ⋅ Ziniu Li ⋅ Yuhao Jiang ⋅ Di Chai ⋅ Han Tian ⋅ Junhao Wang ⋅ Taiqiang Wu ⋅ Guanhua Huang ⋅ Chaoliang Zeng ⋅ Yihao Liu ⋅ Kai Chen
[ OpenReview] 
Poster
None
What to Forget in Unlearning? Forget Set Curation for Language Models
Animesh Jha ⋅ Arpandeep Khatua ⋅ Youssef Allouah ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
None
MAEB: Massive Audio Embedding Benchmark
Adnan E Assadi ⋅ Isaac Chung ⋅ Chenghao Xiao ⋅ Roman Solomatin ⋅ Animesh Jha ⋅ Rahul Chand ⋅ Silky Singh ⋅ Kaitlyn Wang ⋅ Ali S Khan ⋅ Marc M Nasser ⋅ Sufen Fong ⋅ Pengfei He ⋅ Alan Xiao ⋅ Ayush S Munot ⋅ Aditya Shrivastava ⋅ Artem Gazizov ⋅ Niklas Muennighoff ⋅ Kenneth Enevoldsen
[ OpenReview] 
Poster
None
SENSE: Semantic Neural Speech Synthesis from Brain Dynamics via Spatial Graph Encoding
Jisoo Park ⋅ Seonghak Lee ⋅ Hyojin Park ⋅ Junseok Kwon
[ OpenReview] 
Poster
None
ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection
Changjiang Gao ⋅ Zixian Huang ⋅ Kaichen Yang ⋅ Jiajun Chen ⋅ Jixing Li ⋅ Shujian Huang
[ OpenReview] 
Poster
None
IndustryCode: A Benchmark for Industry Code Generation
Puyu Zeng ⋅ Zhaoxi Wang ⋅ Zhixu Duan ⋅ Liang Feng ⋅ Shaobo Wang ⋅ Cunxiang Wang ⋅ jinghang Wang ⋅ Bing Zhao ⋅ HU WEI ⋅ Qibing Ren ⋅ Linfeng Zhang
[ OpenReview] 
Poster
None
Overthinking as a Symptom of Knowledge Conflict: Understanding and Detecting LLM's Hallucinations in Retrieval-Augmented Question Answering
Zhihua Wen ⋅ Li Hao ⋅ Zhiliang Tian ⋅ Zhizhao Liu ⋅ Yanqi Shi ⋅ YIPING SONG ⋅ Dongsheng Li
[ OpenReview] 
Poster
None
Position: Machine Learning Conferences Should Introduce an Autonomous Research Track
Arjun Prakash ⋅ Amy Greenwald ⋅ Nora Ayanian
[ OpenReview] 
Poster
None
Very Fast Bayesian Additive Regression Trees on GPU
Giacomo Petrillo
[ OpenReview] 
Poster
None
Embracing Evolution: A Call for Body-Control Co-Design in Embodied Humanoid Robot
Guiliang Liu ⋅ Bo Yue ⋅ Yi J Kim ⋅ Kui Jia
[ OpenReview] 
Poster
None
Contrastive Adversarial Training for Robust Graph Neural Networks under Label Poisoning
Manshika C Bissessur ⋅ Melis Ilayda Bal ⋅ Michael Muehlebach
[ OpenReview] 
Poster
None
Temperature-Regulated Stochastic Sampling for Diffusion-Based High-Quality Molecular Generation
Yuyan Ni ⋅ Haoming Kong ⋅ Bo Qiang ⋅ Yanjing Li ⋅ Xin Hong ⋅ Shikun Feng ⋅ Wen Yan ⋅ Yanyan Lan
[ OpenReview] 
Poster
None
Learning Transferable Representations from Operating System Entities via Provenance Graph Distillation
Tristan Bilot ⋅ Xueyuan Han ⋅ Thomas Pasquier
[ OpenReview] 
Poster
None
OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence
feilong tang ⋅ Xiang An ⋅ Yunyao Yan ⋅ Yin Xie ⋅ Kaicheng Yang ⋅ Yifei Shen ⋅ Yuanhan Zhang ⋅ Shikun Feng ⋅ Chunyuan Li ⋅ Changrui Chen ⋅ Huajie Tan ⋅ Ming Hu ⋅ Manyuan Zhang ⋅ Bo Li ⋅ Ziyong Feng ⋅ Ziwei Liu ⋅ Zongyuan Ge ⋅ Jiankang Deng
[ OpenReview] 
Poster
None
On Making $SE(2)$-Invariant Networks Optimal
Tomas Karella ⋅ Emily Shinkle ⋅ Alice E Allen ⋅ Pieter J Swart ⋅ NIcholas Lubbers ⋅ Roxana Bujack
[ OpenReview] 
Poster
None
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering
Yiduo Jia ⋅ Muzhi Zhu ⋅ Hao Zhong ⋅ Mingyu Liu ⋅ Yuling Xi ⋅ Hao Chen ⋅ Bin Qin ⋅ Yongjie Yang ⋅ Zhenbo Luo ⋅ Chunhua Shen
[ OpenReview] 
Poster
None
IDEAL: In-DEpth ALignment Makes A Discrete Representation AutoEncoder
Yitong Chen ⋅ Zijie Diao ⋅ Junke Wang ⋅ Lingyu Kong ⋅ Yixuan Ren ⋅ Bo He ⋅ Yu-Gang Jiang ⋅ Zuxuan Wu
[ OpenReview] 
Poster
None
DecQ: Detail-Condensing Queries for Enhanced Reconstruction and Generation in Representation Autoencoders
Tianhang Wang ⋅ Yitong Chen ⋅ Wei Song ⋅ Zuxuan Wu ⋅ Min Li ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Channel-wise Vector Quantization
Wei Song ⋅ Tianhang Wang ⋅ Yitong Chen ⋅ Zuxuan Wu ⋅ Tong Zhang ⋅ Min Li ⋅ Jiaqi Wang ⋅ Kaicheng Yu
[ OpenReview] 
Poster
None
Neural Chameleons: Language Models Can Learn to Hide Their Thoughts from Unseen Activation Monitors
Max McGuinness ⋅ Alex Serrano ⋅ Luke Bailey ⋅ Scott Emmons
[ OpenReview] 
Poster
None
Anatomy of Off-Policy Policy Gradient: Importance Sampling, KL Regularization, and Baselines
Haoqun Cao ⋅ Yurun Yuan ⋅ Tengyang Xie
[ OpenReview] 
Poster
None
Bridging 1D, 2D, and 3D with Any-to-Any Multimodal Modeling
Jason Toskov ⋅ Oriol Barbany ⋅ Rishubh Singh ⋅ Jinya Sakurai ⋅ Efe Tarhan ⋅ Oğuzhan F Kar ⋅ Roman Bachmann ⋅ Amir Zadeh ⋅ Jesse Allardice ⋅ Chuan Li ⋅ Carme Torras ⋅ Afshin Dehghan ⋅ Amir Zamir
[ OpenReview] 
Poster
None
Large Language Models Develop Belief State Geometry In-Context
Daniel Balcells ⋅ Andrew J Lee ⋅ Chirag Rastogi ⋅ Paul Riechers ⋅ Adam Shai ⋅ Xavier Poncini
[ OpenReview] 
Poster
None
Bayesian Additive Distribution Regression
Antonio R Linero ⋅ Jared Murray ⋅ Soumyabrata Bose
[ OpenReview] 
Poster
None
Efficient Image Synthesis with Sphere Latent Encoder
Tung Do ⋅ Thuan H Nguyen ⋅ Hao Li
[ OpenReview] 
Poster
None
End-to-End Training for Unified Tokenization and Latent Denoising
Shivam Duggal ⋅ Xingjian Bai ⋅ Zongze Wu ⋅ Richard Zhang ⋅ Eli Shechtman ⋅ Antonio Torralba ⋅ Phillip Isola ⋅ Bill Freeman
[ OpenReview] 
Poster
None
VALOR: Vector-Aware Low-Rank Restructuring of Neural Networks for RISC-V Inference
Zhihao Xu ⋅ Xiaoning Du ⋅ Bixin Li ⋅ Wang Lulu ⋅ Li Liao ⋅ Zhou Ying
[ OpenReview] 
Poster
None
CSO-LLM: Class Subspace Orthogonalization for Post-Training Backdoor Detection and Trigger Inversion in LLMs
Zhengxing Li ⋅ David J Miller ⋅ Guangmingmei Yang ⋅ George Kesidis
[ OpenReview] 
Poster
None
Predicting Only from Selected Evidence: A Tempered Product-of-Experts Bottleneck for Auditable EEG Diagnosis
Yinghao WANG ⋅ Shujian Yu ⋅ Duc H LE ⋅ Zhikai Yu ⋅ Changming Wang ⋅ Van-Tam Nguyen
[ OpenReview] 
Poster
None
Attention Alignment Between Humans and Vision-Language Models
Isaac R Christian ⋅ Udith Haputhanthri ⋅ Declan Campbell ⋅ Samuel Nastase ⋅ Taylor Webb ⋅ Michael S Graziano
[ OpenReview] 
Poster
None
Why Geometric Continuity Emerges in Deep Neural Networks: Residual Connections and Rotational Symmetry Breaking
Kyungwon Jeong ⋅ Won-Gi Paeng ⋅ Honggyo Suh
[ OpenReview] 
Poster
None
From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs
Wish Suharitdamrong ⋅ Muhammad Awais ⋅ Xiatian Zhu ⋅ Sara Atito
[ OpenReview] 
Poster
None
TIDE: Every Layer Knows the Token Beneath the Context
AJAY JAISWAL ⋅ Lauren Hannah ⋅ Han-Byul Kim ⋅ Duc Hoang ⋅ Mehrdad Farajtabar ⋅ Minsik Cho
[ OpenReview] 
Poster
None
Sparse Video Generation Propels Real-World Beyond-the-View Vision-Language Navigation
Hai Zhang ⋅ Siqi Liang ⋅ Li Chen ⋅ Yuxian LI ⋅ Yukuan XU ⋅ Yichao Zhong ⋅ Fu Zhang ⋅ Hongyang Li
[ OpenReview] 
Poster
None
Tool Verification for Test-Time Reinforcement Learning
Ruotong Liao ⋅ Nikolai Röhrich ⋅ Xiaohan Wang ⋅ Yuhui Zhang ⋅ Yasaman Samadzadeh ⋅ Volker Tresp ⋅ Serena Yeung-Levy
[ OpenReview] 
Poster
None
Budgeted Quotient-Residual Guidance for Frozen Pocket-Conditioned Molecular Diffusion
Xinyu Wang ⋅ Jinbo Bi ⋅ minghu song
[ OpenReview] 
Poster
None
L-FAME: Longitudinal Focused Attention Meditation EEG Dataset and Benchmark
Angqi Li ⋅ Basit R Syed ⋅ Hamzeh Alzweri ⋅ Taosheng Liu ⋅ Barry H Cohen ⋅ Saiprasad Ravishankar
[ OpenReview] 
Poster
None
The Locality Cost of Semantic Patch Self-Distillation
Xi Weng ⋅ Zhaoyu Liu ⋅ lianyu hu ⋅ Jin Song Dong
[ OpenReview] 
Poster
None
On the Token Value Inequality in Efficient Reasoning
Runjia Zeng ⋅ Hang Hua ⋅ Yiyang Liu ⋅ Zhiqiang Tao ⋅ Ruixiang Tang ⋅ Qifan Wang ⋅ Cheng Han ⋅ Dongfang Liu
[ OpenReview] 
Poster
None
Scaffold3D: SfM-Conditioned Pointmap Prediction for Multi-View 3D Reconstruction
Frano Rajič ⋅ Yutong Chen ⋅ Haofei Xu ⋅ Zador Pataki ⋅ Marc Pollefeys ⋅ Siyu Tang
[ OpenReview] 
Poster
None
The Long-Run Distribution of Regularized Learning in Non-Concave Games: A Large Deviations Approach
Waïss Azizian ⋅ Pierre-Louis Cauvin ⋅ Franck Iutzeler ⋅ Jérôme Malick ⋅ Panayotis Mertikopoulos
[ OpenReview] 
Poster
None
REDACTED-Tunes: An Open 1.4M-Track Dataset and Perceptual Benchmark for AI-Generated Music
Robert Kaczmarczyk ⋅ TAWSIF AHMED ⋅ Felix Friedrich ⋅ Aidan C Erickson ⋅ Orian Sharoni ⋅ Dorien Herremans ⋅ Christoph Schuhmann
[ OpenReview] 
Poster
None
Privacy Guarantees in Posterior Sampling under Contamination
Shenggang Hu ⋅ Hongsheng Dai ⋅ Louis Aslett ⋅ Murray Pollock ⋅ Gareth Roberts
Poster
None
The Bayesian Learning Rule Beyond KL Geometry
SOPHIA SKLAVIADIS ⋅ Wu Lin ⋅ Mario Figueiredo ⋅ André Martins ⋅ Thomas Möllenhoff ⋅ Mohammad Emtiyaz Khan
[ OpenReview] 
Poster
None
Does Your Neural Network Extrapolate? Feature Engineering as Identifiability Bias for OOD Generalization
Leonel Aguilar ⋅ Jan Nagler ⋅ Christoph Hoelscher ⋅ Nino Antulov-Fantulin
[ OpenReview] 
Poster
None
Estimating Implicit Regularization in Deep Learning
Joseph H Rudoler ⋅ Kevin Tan ⋅ Giles Hooker ⋅ Konrad Kording
[ OpenReview] 
Poster
None
Multimodal Context-Aware Human Motion Generation with Language, Vision, and Object
Junyu Shi ⋅ Yong Sun ⋅ Zhiyuan Zhang ⋅ Lijiang LIU ⋅ Yuxin He ⋅ Zhengjie Zhang ⋅ Qiang Nie
[ OpenReview] 
Poster
None
Characterizing Underrepresentation in Generalizing Causal Survival Estimates
Bolun Liu ⋅ Sean McGrath ⋅ Yiren Hou ⋅ Elizabeth Stuart ⋅ Harsh Parikh
[ OpenReview] 
Poster
None
Self-Organized Conformal Prediction: Reducing Regional Coverage Gaps with Unsupervised Group Discovery
Louis Berthier ⋅ Ahmed Shokry ⋅ Maxime Moreaud ⋅ Guillaume Ramelet ⋅ Aymeric Dieuleveut
[ OpenReview] 
Poster
None
DriftWeight: Repulsive Drift in Mean-Flow Space for Neural Network Weight Generation
Reo Iizuka ⋅ shioya hiroaki ⋅ Naoto YOKOYA
[ OpenReview] 
Poster
None
Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
Junjue Wang ⋅ Weihao Xuan ⋅ Heli Qi ⋅ Pengyu Dai ⋅ Kunyi Liu ⋅ Hongruixuan Chen ⋅ Zhuo Zheng ⋅ Junshi Xia ⋅ Stefano Ermon ⋅ Naoto YOKOYA
[ OpenReview] 
Poster
None
NarrativeBench: Benchmarking Multi-trait Automated Scoring and Feedback Efficacy of Large Language Models for Chinese Narrative Essays
Jin Wu
[ OpenReview] 
Poster
None
Auditor-Assisted Summary-Channel Verification for Hosted LLM Identity Substitution
Ziyi Zhang ⋅ Ziyao Wang ⋅ Guoheng Sun ⋅ Ang Li ⋅ Jian Li
[ OpenReview] 
Poster
None
DyPSI: Dynamic Physics Sensing via Joint Field and Sensor-Trajectory Generation
Yizhou Zhang ⋅ Panqi Chen ⋅ Lei Cheng ⋅ Ting Zhang ⋅ Jianlong Li ⋅ Jianfeng Shi ⋅ Shikai Fang
[ OpenReview] 
Poster
None
Animation2Code: Evaluating Temporal Visual Reasoning in Video-to-Code Generation
Anya Ji ⋅ Abhijith Varma Mudunuri ⋅ David Chan ⋅ Alane Suhr
[ OpenReview] 
Poster
None
Rich Insights from Cheap Signals: Efficient Evaluations via Tensor Factorization
Felipe Maia Polo ⋅ Aida Nematzadeh ⋅ Virginia Aglietti ⋅ Adam Fisch ⋅ Isabela Albuquerque
[ OpenReview] 
Poster
None
On Rate-Optimal Partitioning Classification from Observable and from Privatised Data
Balazs Csaji ⋅ László Györfi ⋅ Ambrus Tamás ⋅ Harro Walk
Poster
None
Should We Pay This Much for Robustness? Efficient Proxy Certificates with Marginal Guarantees
Sayed Soroush Haj Zargarbashi ⋅ Mohammad Sadegh Akhondzadeh ⋅ Aleksandar Bojchevski
[ OpenReview] 
Poster
None
Zero-Shot Instruction Following in RL via Structured LTL Representations
Mathias Jackermeier ⋅ Mattia Giuri ⋅ Jacques Cloete ⋅ Alessandro Abate
[ OpenReview] 
Poster
None
The Surprising Effectiveness of Deleting Weights in LLM Reasoning and Adaptation
Jack Lu ⋅ Zhenbang Yang ⋅ Mike Lasby ⋅ Tejas Pote ⋅ Yani Ioannou ⋅ Mengye Ren
[ OpenReview] 
Poster
None
Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models
Shutong Wu ⋅ Jiawei zhang
[ OpenReview] 
Poster
None
Two Speeds of Learning: A Representation-Readout Decomposition of Grokking and Double Descent
Chi-Ning Chou ⋅ Oscar Uzdelewicz ⋅ Neng-Chun Chiu ⋅ Yao-Yuan Yang ⋅ SueYeon Chung
[ OpenReview] 
Poster
None
AlloGen: Conformation-Selective Binder Design with Differential State Scoring
Hanqun Cao ⋅ Aastha Pal ⋅ Sumi Kimura ⋅ Yesol Kim ⋅ Jingjie Zhang ⋅ Pheng-Ann Heng ⋅ Pranam Chatterjee
[ OpenReview] 
Poster
None
Multi-Oracle Agreement Reveals the Limits of Self-Consistency Evaluation in RNA Design
Minghao Sun ⋅ Hanqun Cao ⋅ Fang Wu ⋅ Zhou Zhang ⋅ ZHIYUAN LIU ⋅ Tianfan Fu ⋅ Pheng-Ann Heng ⋅ Yang Zhang
[ OpenReview] 
Poster
None
Pareto Preference Optimization for Structure- and Stability-Aware RNA Inverse Folding
Minghao Sun ⋅ Hanqun Cao ⋅ Zhou Zhang ⋅ Chen Wei ⋅ Liang Wang ⋅ Tianrui Jia ⋅ ZHIYUAN LIU ⋅ Tianfan Fu ⋅ Robert Tang ⋅ Yejin Choi ⋅ Pheng-Ann Heng ⋅ Fang Wu ⋅ Yang Zhang
[ OpenReview] 
Poster
None
Nature3D-AD: Geometry-Aware Feature Learning for Natural-Growth 3D Anomaly Detection
Jian Ning ⋅ Qin Zou ⋅ Linchun Wu ⋅ Kunmo Li ⋅ Chi Chen ⋅ Zhen Dong ⋅ Bisheng Yang ⋅ Qingquan Li
[ OpenReview] 
Poster
None
Taming Generative Co-Folding Prior for Molecular Docking with Diffusion Bridge
Shikun Feng ⋅ Zipeng Yang ⋅ Qiuyi Li ⋅ Mingze Yin ⋅ Xiaoyuan Zhang ⋅ Tingjun Hou ⋅ Yiheng Zhu
[ OpenReview] 
Poster
None
Maximin Robust Bayesian Experimental Design
Hany Abdulsamad ⋅ Sahel Iqbal ⋅ Christian Andersson Naesseth ⋅ Takuo Matsubara ⋅ Adrien Corenflos
[ OpenReview] 
Poster
None
Birth-Death Structural Learning for 3D Gaussian Splatting
Quan T Hong ⋅ Long Nguyen-Chi ⋅ Binh T. Nguyen
[ OpenReview] 
Poster
None
How Finite-Rank Bottleneck Shape the Low-Rank Adaptation Landscape
Long Nguyen-Chi ⋅ Quynh Nguyen ⋅ Thanh N Cung ⋅ Binh T. Nguyen
[ OpenReview] 
Poster
None
The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models
Nguyen Phuc ⋅ Chinh D La ⋅ Duy M. H. Nguyen ⋅ Nitesh Chawla ⋅ Binh T. Nguyen ⋅ Khoa D Doan
[ OpenReview] 
Poster
None
Retrieval Heads Meet Vision: Uncovering How VLMs Locate and Extract Visual Information
Chanho Park ⋅ Daehyeon Choi ⋅ Jihyun Lee ⋅ Minhyuk Sung
[ OpenReview] 
Poster
None
MarkTune: Improving the Quality-Detectability Trade-off in Model-Embedded LLM Watermarking
Yizhou Zhao ⋅ Steven Wu ⋅ Adam Block
[ OpenReview] 
Poster
None
The Alignment Curse: Modality Alignment Supercharges Audio Attacks via Text Transfer
Yupeng Chen ⋅ Junchi Yu ⋅ Aoxi Liu ⋅ Baoyuan Wu ⋅ Philip Torr ⋅ Adel Bibi
[ OpenReview] 
Poster
None
Transferable, Time-Parallel Graph Dynamics via Space-Time Factorization
Wencong Yang ⋅ Chaopeng Shen ⋅ Abdolmehdi Behroozi
[ OpenReview] 
Poster
None
Optimizing the Envy Cycle Elimination Algorithm
Karen F Celine ⋅ Warut Suksompong
[ OpenReview] 
Poster
None
Forced Orders: What LLM Leaderboards Hide About Model Comparisons
Zonglin Di ⋅ Berk Ustun ⋅ Yang Liu
[ OpenReview] 
Poster
None
Large Language Model Selection with Limited Annotations
Yavuz Durmazkeser ⋅ Patrik Okanovic ⋅ Andreas Kirsch ⋅ Torsten Hoefler ⋅ Nezihe Merve Gürel
[ OpenReview] 
Poster
None
RAD-TFM: Robust and Domain-Adapted Tabular Foundation Models
Matthew Peroni ⋅ Franck Le ⋅ Vadim Sheinin
[ OpenReview] 
Poster
None
When Debate Helps: Proposal Supply and Verification-Aware Readout in Multi-Agent Reasoning
Zihao Zhao ⋅ Tunyu Zhang ⋅ Haizhou Shi ⋅ Yusong Zhao ⋅ Xinxi Zhang ⋅ Hao Wang
[ OpenReview] 
Poster
None
BigCell: Generating Gigapixel Whole-Slide Images
Srikar Yellapragada ⋅ Alexandros Graikos ⋅ Zilinghan Li ⋅ Kostas Triaridis ⋅ Tarak N Nandi ⋅ Ji D Bai ⋅ Beatrice Knudsen ⋅ Tahsin Kurc ⋅ Prateek Prasanna ⋅ Rajarsi R Gupta ⋅ Ravi K Madduri ⋅ Joel Saltz ⋅ Dimitris Samaras
[ OpenReview] 
Poster
None
The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality
Aileen Cheng ⋅ Alon Jacovi ⋅ Amir Globerson ⋅ Ben Golan ⋅ Zhaobin Kuang ⋅ Chris Alberti ⋅ Connie Tao ⋅ Eyal Ben-David ⋅ Gaurav S Tomar ⋅ Lukas Haas ⋅ Yonatan Bitton ⋅ Adam Bloniarz ⋅ Aijun Bai ⋅ Andrew Wang ⋅ Anfal Siddiqui ⋅ Aravindan Raghuveer ⋅ Arturo B Castillo ⋅ Aviel Atias ⋅ Chang Liu ⋅ Corey Fry ⋅ Daniel Balle ⋅ Deepanway Ghosal ⋅ Doron Kukliansky ⋅ Dror Marcus ⋅ Elena Gribovskaya ⋅ Eran Ofek ⋅ Honglei Zhuang ⋅ Itay Laish ⋅ Jan Ackermann ⋅ Lily Wang ⋅ Megan Risdal ⋅ Megan Barnes ⋅ Michael Fink ⋅ Mohamed Amin ⋅ Moran R Ambar ⋅ Natan Potikha ⋅ Nikita Gupta ⋅ Nitzan Katz ⋅ Noam Velan ⋅ Ofir Roval ⋅ Ori Ram ⋅ Polina Zablotskaia ⋅ Prathamesh Bang ⋅ Priyanka Agrawal ⋅ Rakesh Ghiya ⋅ Sanjay Ganapathy ⋅ Simon Baumgartner ⋅ Sofia Erell ⋅ Sushant Prakash ⋅ Thibault Sellam ⋅ Vikram R Sudarshan ⋅ Xuanhui Wang ⋅ Yaroslav Akulov ⋅ Yulong Yang ⋅ ZHEN YANG ⋅ Zhixin Lai ⋅ Zhongru Wu ⋅ Avinatan Hassidim ⋅ Fernando Pereira ⋅ Slav Petrov ⋅ Srinivasan Venkatachary ⋅ Tulsee Doshi ⋅ Yossi Matias ⋅ Sasha Goldshtein ⋅ Dipanjan Das
[ OpenReview] 
Poster
None
RealityTest: How People Probe AI Identity and Whether Models Disclose It
Anna Gausen ⋅ Sarenne Wallbridge ⋅ Bessie O'Dell ⋅ Christopher Summerfield ⋅ Hannah Rose Kirk
[ OpenReview] 
Poster
None
Understanding Circulant Permutation to Extend the CMinHash Estimator
Keegan Kang ⋅ Avery Hood ⋅ Benedict H Wong
[ OpenReview] 
Poster
None
Chess-World-Model: A 10M-Game Benchmark for Exact State Tracking from Chess Move Sequences
Benjamin Walker ⋅ Terry Lyons
[ OpenReview] 
Poster
None
On Data Engineering for Scaling LLM Terminal Capabilities
Renjie Pi ⋅ Grace Lam ⋅ Mohammad Shoeybi ⋅ Pooya Jannaty ⋅ Bryan Catanzaro ⋅ Wei Ping
[ OpenReview] 
Poster
None
Ask-E: An Environment for Calibrated Question Generation
Sarah Pratt ⋅ Jae Sung Park ⋅ Scott Geng ⋅ Ali Farhadi
[ OpenReview] 
Poster
None
CIPHERGRID Benchmark: From Multimodal Rule Inference to Sequential Action
Christopher Curtis ⋅ Victor Fragoso ⋅ Saiph Savage
[ OpenReview] 
Poster
None
It Cancels: O(r²) Cholesky Updates for Whitened Operators
Anupama Sridhar ⋅ Jack Shi ⋅ Ravi Deshpande ⋅ Jack Li ⋅ Alexander R Johansen ⋅ Michael P Snyder
[ OpenReview] 
Poster
None
Beyond Right and Wrong: Evaluating Second-order Social Reasoning in Large Language Models
Sunny Rai ⋅ Jinyi Kuang ⋅ Reyhan Jamalova ⋅ Niyati Malhotra ⋅ Cristina Bicchieri ⋅ Victor Orozco-Olvera ⋅ Ana M Boudet ⋅ Annie Lou ⋅ Lyle Ungar ⋅ Sharath Chandra Guntuku
[ OpenReview] 
Poster
None
Pacing Branch Parallelism in LLM Serving
Swapnil Gandhi ⋅ Siva Kumar Sastry Hari ⋅ Bill Dally ⋅ Christos Kozyrakis
[ OpenReview] 
Poster
None
3D Fresnel Volumizing for Efficient Implicit Velocity Field Reconstruction
Sihan Chen ⋅ haochen sun ⋅ Peng Jiang ⋅ Anthony Cohn
[ OpenReview] 
Poster
None
In-Context Multi-Operator Learning with DeepOSets
Shao-Ting Chiu ⋅ Aditya Nambiar ⋅ Ali Syed ⋅ Jonathan W. Siegel ⋅ Ulisses M. Braga-Neto
[ OpenReview] 
Poster
None
FOAM: Factored One-sided Adam-Moment for Practical and Scalable SOAP
Jaemyung Yu ⋅ Byeongho Heo ⋅ Sangdoo Yun ⋅ Dongyoon Han
[ OpenReview] 
Poster
None
Test-Time Defense Against Adversarial Attacks via Stochastic Resonance of Latent Ensembles
DONG LAO ⋅ Yuxiang Zhang ⋅ Haniyeh E Oskouie ⋅ Yangchao Wu ⋅ Alex Wong ⋅ Stefano Soatto
[ OpenReview] 
Poster
None
Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes
Yu Wang ⋅ Rui Dai ⋅ Wei Chen ⋅ Yi Wang ⋅ Bo Dang ⋅ Kaikui Liu ⋅ Xiangxiang Chu ⋅ Yansheng Li
[ OpenReview] 
Poster
None
FlowMAS: Learning Multi-Agent Workflow Topology via Information-guided Generative Flow Network
Haitao Wang ⋅ Chenjing Liang ⋅ Haipeng Zhang ⋅ Jiawei Hu ⋅ SiCheng Wang ⋅ Songzhu Mei ⋅ Chenglu Wen ⋅ Siqi Shen ⋅ Cheng Wang
[ OpenReview] 
Poster
None
Simple Projection-Free Algorithm for Contextual Recommendation with Logarithmic Regret and Robustness
Shinsaku Sakaue
[ OpenReview] 
Poster
None
Drifting Field Policy: Wasserstein Gradient Flow on Policy Space for Offline-to-Online RL
Juil Koo ⋅ Mingue Park ⋅ Jiwon Choi ⋅ Yunhong Min ⋅ Minhyuk Sung
[ OpenReview] 
Poster
None
RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO
Yanzuo Lu ⋅ Ronglai Zuo ⋅ Jiankang Deng
[ OpenReview] 
Poster
None
Confidence Estimation via Decoupled Smoothing for Dynamic LLM Routing and Aggregation
Hao Luo ⋅ Ning Cheng ⋅ Yuhao Lin ⋅ Xiaokai Zhou ⋅ Yongqiang Zhang ⋅ Xiao Yan ⋅ Jiawei Jiang
[ OpenReview] 
Poster
None
L-Flow: Longitudinal Flow Matching for Progression-Aware Speech Biomarker Modeling
Enshi Zhang ⋅ Christian Poellabauer
[ OpenReview] 
Poster
None
TailDiff: Elicitable Tail-Guided Diffusion for Risk-Sensitive Generation
Shuning Zhao ⋅ Patrick Wong ⋅ Rongshang Li ⋅ Leran Zhang ⋅ Xiaolin Hu
[ OpenReview] 
Poster
None
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention
Ali Hatamizadeh ⋅ Yejin Choi ⋅ Jan Kautz
[ OpenReview] 
Poster
None
Importance-Aware OBS Pruning for Diffusion Models
Ba-Thinh Lam ⋅ Srijan Das ⋅ Hieu Le
[ OpenReview] 
Poster
None
STILL: Selecting Tokens for Intra-Layer Hybrid Attention to Linearize LLMs
Weikang Meng ⋅ Liangyu Huo ⋅ Yadan Luo ⋅ Jiawen Guan ⋅ Jingyi Zhang ⋅ Yingjian Li ⋅ Zheng Zhang
[ OpenReview] 
Poster
None
NIV: Neural Axis Variations for Variable Font Generation
Nadav Benedek ⋅ Ariel Shamir ⋅ Ohad Fried
[ OpenReview] 
Poster
None
BLARM: Animating 3D Objects from Video via Blending LAtent Rigid Motion Primitives
Pradyumn Goyal ⋅ Yizhak Ben-Shabat ⋅ Hsueh-Ti Derek Liu ⋅ Haomiao Jiang ⋅ Snehasish Mukherjee ⋅ Kyle Spence ⋅ Mark Stauber ⋅ Evangelos Kalogerakis ⋅ Yunze Zeng
[ OpenReview] 
Poster
None
Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries
Kun Zeng ⋅ Yu Huo ⋅ Siyu Zhang ⋅ Zi Ye ⋅ Yuecheng Zhuo ⋅ haoyue liu ⋅ YuQuan Lu ⋅ Junhao Wen ⋅ Xiaoying Tang
[ OpenReview] 
Poster
None
Where to Look Is Not How to Fix: Pre-Denoising Diagnostics and Modality-Dependent Control in Diffusion Composition
Fangzheng Wu ⋅ Brian Summa
[ OpenReview] 
Poster
None
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents
XuHao Hu ⋅ Xi Zhang ⋅ Haiyang Xu ⋅ Kyle Qiao ⋅ Jingyi Yang ⋅ Xuanjing Huang ⋅ Jing Shao ⋅ Ming Yan ⋅ Jieping Ye
[ OpenReview] 
Poster
None
GMOS: Grounding Moving Object Segmentation in 3D Space and Time
Junyu Xie ⋅ Tengda Han ⋅ Weidi Xie ⋅ Andrew Zisserman
[ OpenReview] 
Poster
None
Learning When to Think: Adaptive Internal Computation for Reinforcement Learning
Rohit Kumar Salla ⋅ Simon Stepputtis
[ OpenReview] 
Poster
None
SliMOO: Interpretable Multi-Objective Evolutionary Search for LLM Depth Pruning
Guanchen Li ⋅ Yixing Xu ⋅ Xuanwu Yin ⋅ Dong Li ⋅ Emad Barsoum
[ OpenReview] 
Poster
None
Learning to Follow In-Context Watermark Instructions via Self-Distillation
Yepeng Liu ⋅ Tianyi Chen ⋅ Xuandong Zhao ⋅ Dawn Song ⋅ Yuheng Bu
[ OpenReview] 
Poster
None
Do Glimpse Policies See Like Humans? A Behavioral Audit Reveals Dissociated Viewing Priors in Classification-Trained Active Vision
boheng liu ⋅ Ziyu Li ⋅ Chenghua Duan ⋅ Qing Li ⋅ Xia Wu
[ OpenReview] 
Poster
None
EVA-Cap: Optimizing Audiovisual Video Captioning via Event-Centric Alignment
Jiapeng Shi ⋅ Qiuxia Hou ⋅ Jiaqi Leng ⋅ Junke Wang ⋅ Yanhao Zhang ⋅ Haonan Lu ⋅ Ziyi Ye ⋅ Zuxuan Wu
[ OpenReview] 
Poster
None
High dimensional theory of two-phase optimizers
Atish Agarwala
[ OpenReview] 
Poster
None
Self-Calibrated GUI Reward Model via Inverse Dynamic Modeling
Zeyi Sun ⋅ Shengyuan Ding ⋅ Xingpeng Xia ⋅ Jinsong Li ⋅ Xie Chen ⋅ Dahua Lin ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
FASTER: Value-Guided Sampling for Fast RL
Perry Dong ⋅ Alexander Swerdlow ⋅ Dorsa Sadigh ⋅ Chelsea Finn
[ OpenReview] 
Poster
None
CoRE-RL: Co-evolving Reasoning Trajectories and Evidence Subgraphs with Learned Evidence Projection
Zhengquan luo ⋅ Guy Tadmor ⋅ Peilin Zhao ⋅ David Zeevi ⋅ Zhiqiang Xu
[ OpenReview] 
Poster
None
Structural Blindness in Latent Data Assimilation: Representation Geometry Misleads Sensor Design
Yongquan Qu ⋅ Pierre Gentine
[ OpenReview] 
Poster
None
Asymmetric Flow Models
Hansheng Chen ⋅ Jan Ackermann ⋅ Minseo Kim ⋅ Gordon Wetzstein ⋅ Leonidas Guibas
[ OpenReview] 
Poster
None
DiffCap-RL: Differential QA Rewards for Dense Image and Video Captioning
Kaixun Jiang ⋅ Zhihang Liu ⋅ Jiyuan Fu ⋅ Yuzheng Wang ⋅ Pandeng Li ⋅ Junjie Zhou ⋅ Chen-Wei Xie ⋅ Yun Zheng ⋅ Wenqiang Zhang
[ OpenReview] 
Poster
None
MedVTok: A General-Purpose Medical Visual Tokenizer
Chenglong Ma ⋅ Yuanfeng Ji ⋅ Junzhi Ning ⋅ Jiyao Liu ⋅ Yujie Wei ⋅ Shaohao Rui ⋅ Chaoyang Zhang ⋅ Wenjie Li ⋅ Wenhao Tang ⋅ Cheng Tang ⋅ Wei Li ⋅ Shujian Gao ⋅ Yujie Zhang ⋅ Ying Chen ⋅ Zilong Li ⋅ Zongyuan Ge ⋅ Diping Song ⋅ Jin Ye ⋅ Ming Hu ⋅ Junjun He ⋅ Hongming Shan
[ OpenReview] 
Poster
None
Just Ramp-Up: Debiasing Regression-based Estimator for A/B Tests under Network Interference
Qianyi Chen ⋅ Bo Li
[ OpenReview] 
Poster
None
Text-Vision Co-Instructed Image Editing
Chenxi Xie ⋅ Yuhui Wu ⋅ Qiaosi Yi ⋅ Lei Zhang
[ OpenReview] 
Poster
None
Guaranteed Jailbreaking Defense via Disrupt-and-Rectify Smoothing
Zheng Lin ⋅ Zhenxing Niu ⋅ haoxuan ji ⋅ Haichang Gao
[ OpenReview] 
Poster
None
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models
Dengyang Jiang ⋅ Xin Jin ⋅ Dongyang Liu ⋅ Zanyi Wang ⋅ Mingzhe Zheng ⋅ Ruoyi Du ⋅ Xiangpeng Yang ⋅ Qilong Wu ⋅ Zhen Li ⋅ Peng Gao ⋅ Harry Yang ⋅ Steven Hoi
[ OpenReview] 
Poster
None
TALON: Confidence-Aware Speculative Decoding with Adaptive Token Trees
Tianyu Liu ⋅ Qitan Lv ⋅ Yuhao Shen ⋅ Jun Zhang ⋅ Xiao Sun ⋅ Xiaoyan Sun
[ OpenReview] 
Poster
None
Improved Baselines with Representation Autoencoders
Jaskirat Singh ⋅ Boyang Zheng ⋅ Zongze Wu ⋅ Richard Zhang ⋅ Eli Shechtman ⋅ Saining Xie
[ OpenReview] 
Poster
None
Tabular Foundation Model for Generative Modelling
Xiangjian Jiang ⋅ Mingxuan Liu ⋅ Nikola Simidjievski ⋅ Tassilo Klein ⋅ Mateja Jamnik
[ OpenReview] 
Poster
None
Nearly-Optimal Algorithm for Adversarial Kernelized Bandits
Shogo Iwazaki
[ OpenReview] 
Poster
None
One-Shot Federated Graph Learning via High-Fidelity Proxies and Transferability-Guided Collaboration
jia jiang ⋅ Zihan Tan ⋅ Wenke Huang ⋅ Bin Yang ⋅ Mang Ye
[ OpenReview] 
Poster
None
POETS: Uncertainty-Aware LLM Optimization via Compute-Efficient Policy Ensembles
Nicolas Menet ⋅ Andreas Krause ⋅ Abbas Rahimi
[ OpenReview] 
Poster
None
CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing
Mingzhi Zhu ⋅ Michele Merler ⋅ Raju Pavuluri ⋅ Stacy Patterson
[ OpenReview] 
Poster
None
PGMS: Pyramidal Gaussian Mixture Splatting for 3DGS Compression
Xiaoge Zhang ⋅ Zijie Wu ⋅ Mingtao Feng ⋅ Saeed Anwar ⋅ Ajmal Mian
[ OpenReview] 
Poster
None
Generative Object Detection with Co-Training
Yang Liu ⋅ Yao Zhang ⋅ Feng Hou ⋅ Yangzhou Du ⋅ Peng Wang ⋅ Yang Zhang ⋅ zhongchao shi ⋅ Jianping Fan ⋅ Zhiqiang He
[ OpenReview] 
Poster
None
Continuous Audio Thinking for Large Audio Language Models
Gyojin Han ⋅ DongJae Lee ⋅ Changho Choi ⋅ Jongsuk Kim ⋅ Junmo Kim
[ OpenReview] 
Poster
None
Intrinsic-Preserving Schrödinger Bridge for Direct Part-Aware 3D Generation
Qitong Yang ⋅ Mingtao Feng ⋅ Zijie Wu ⋅ Jie Feng ⋅ Weisheng Dong ⋅ Ajmal Mian
[ OpenReview] 
Poster
None
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR
Jiakang Wang ⋅ Runze Liu ⋅ Fuzheng Zhang ⋅ Xiu Li ⋅ Guorui Zhou ⋅ Kun Gai ⋅ Ling Pan
[ OpenReview] 
Poster
None
Prototypes of the Mind: A Unified Framework for Probing the Visual Brain
Shi Chen ⋅ Seoyoung Ahn ⋅ Doris Tsao
[ OpenReview] 
Poster
None
Decoupled Mode Connectivity for Base-to-Novel Generalization in Vision-Language Models
Imad-Eddine Marouf ⋅ khalid OUBLAL ⋅ Enzo Tartaglione ⋅ Stéphane LATHUILIÈRE
[ OpenReview] 
Poster
None
Driving Video Retrieval for Complex Queries with Structured Grounding
Manyi Yao ⋅ Sparsh Garg ⋅ Christian Shelton ⋅ Amit Roy-Chowdhury ⋅ Abhishek Aich
[ OpenReview] 
Poster
None
Trust Region Continual Learning as an Implicit Meta-Learner
Zekun Wang ⋅ Anant Gupta ⋅ Christopher MacLellan
[ OpenReview] 
Poster
None
Underlying Functional Structure of Reinforcement Learning
Ezgi Korkmaz
[ OpenReview] 
Poster
None
LLM Rheology: Auditing Refusal Geometry in Aligned Language Models
ziyang zhao ⋅ Junlang Tian
[ OpenReview] 
Poster
None
Proposing Better Rollouts for On-Policy Distillation
Sirui Chen ⋅ Yunzhe Qi ⋅ Haobo Xu ⋅ Jiaru Zou ⋅ Mengting Ai ⋅ Zihao Li ⋅ Jingrui He
[ OpenReview] 
Poster
None
BoxTuning: Object-Aware Visual Prompting for Multimodal Model Fine-Tuning
Zekun Qian ⋅ Ruize Han ⋅ Wei Feng
[ OpenReview] 
Poster
None
Safe Actions Can Form Unsafe Traces: Benchmarking and Shielding Compositional Emergent Risk in AI Agents
Zhongze Wu ⋅ Xiu Su ⋅ Hongyan Xu ⋅ Yichao Cao ⋅ Yueyi Luo ⋅ Jun Long
[ OpenReview] 
Poster
None
Neighbor-Aware Snapshot-Based Temporal Graph Learning
Jinxi Yang ⋅ He Li ⋅ Wei Yu ⋅ Xingyu Gao ⋅ Mang Ye
[ OpenReview] 
Poster
None
Bridging the Modality Bottleneck in Pathology MIL through Virtual Molecular Staining
Yucheng Xing ⋅ Pei Liu ⋅ Jingying Ma ⋅ Ruping Hong ⋅ Jiangdong Qiu ⋅ Tianyu Liu ⋅ Kai He ⋅ Ling Huang ⋅ Mengling Feng
[ OpenReview] 
Poster
None
SemanticDLM+: Improving Diffusion LLMs through Bias-variance Trade-off in Transition Kernel Design
Keyue Jiang ⋅ Yuxiang Wang ⋅ Yanan Zhao ⋅ Xiang Yu ⋅ Zhao ⋅ Bohan Tang ⋅ Baojian Zhou ⋅ Yanghua Xiao ⋅ Lin Qu ⋅ Xiaoxiao Xu
[ OpenReview] 
Poster
None
Linear Ensemble Sampling with Fewer Ensembles
Taehyun Hwang ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
FLIP: Fast and Accurate Global Lipschitz Estimation for Large Feedforward Networks
Hongbo Chen ⋅ Zihao Ren
[ OpenReview] 
Poster
None
Training-Free Active Test-Time Adaptation for Vision-Language Models
Jihwan Bang ⋅ Sumyeong Ahn ⋅ Hwanjun Song ⋅ Jae-Gil Lee
[ OpenReview] 
Poster
None
CrossID: Cross-Supervised Spatio-Temporal Gated Fusion for Personalized Portrait Generation
Dongxu Yue ⋅ Qixin Yan ⋅ Shiao Yang ⋅ Xiaoqiang Zhou ⋅ Hao Liu ⋅ Zhihai He ⋅ Chun Yuan
[ OpenReview] 
Poster
None
PhysRemover: A Unified Framework for Physically Realistic Object Removal
Dongxu Yue ⋅ Weixuan Jin ⋅ Yuhang Yu ⋅ Bo Li ⋅ Qi Wen ⋅ Xinrui Chen ⋅ Jinwei Chen ⋅ Tianyi Zheng ⋅ Hao Zhang ⋅ Zhihai He ⋅ Chun Yuan
[ OpenReview] 
Poster
None
WORD: Diffusion-Based Posterior Inference for Online Goal Recognition
Almog Anschel ⋅ Sarah Keren
[ OpenReview] 
Poster
None
When Does Sequential Detection Collapse to a Scalar? A Necessary and Sufficient Characterisation
PRAKUL S HIREMATH ⋅ PeerAhammad M Bagawan ⋅ Sahil Bhekane
[ OpenReview] 
Poster
None
Manifold Drift in Flow Preference Optimization: A Root Cause of Reward Hacking
Yansen Han ⋅ Shengyi Liao ⋅ Yuanxing Zhang ⋅ Pengfei Wan ⋅ Tao Lin
[ OpenReview] 
Poster
None
Voxel as Token: A New Perspective for Zero-shot Cross-subject Vision Decoding
Yulong Liu ⋅ Ziqiu Huang ⋅ Hua Xu ⋅ Guibo Zhu ⋅ Sirui Han ⋅ Yike Guo
[ OpenReview] 
Poster
None
Who caused $Y$? Local identifiability for learning causal parents
Felix Schur ⋅ Sorawit Saengkyongam ⋅ Jonas Peters
[ OpenReview] 
Poster
None
FlatClip: Reusing Image Foundation Models for fMRI Representation Learning via Cortical Flatmaps
Mo WANG ⋅ Wenhao Ye ⋅ Zihan Ning ⋅ Jiayu Zuo ⋅ Junfeng Xia ⋅ Hongkai Wen ⋅ Quanying Liu
[ OpenReview] 
Poster
None
Feeling of Knowing in Large Language Models
Zichuan Fu ⋅ Xian Wu ⋅ Jingtong Gao ⋅ Wenlin Zhang ⋅ Jiaxuan Li ⋅ Binhao Wang ⋅ Yimin Deng ⋅ Guojing Li ⋅ Xiaopeng Li ⋅ Derong Xu ⋅ Yefeng Zheng ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
None
CTRL: Continual Test-Time Reinforcement Learning for Large Language Models
Chu Zhao ⋅ Enneng Yang
[ OpenReview] 
Poster
None
Uncertainty-Aware Listwise Reinforcement Fine-Tuning for Fine-Grained Visual Classification
Tan Zhi ⋅ Hulingxiao He ⋅ Yuxin Peng
[ OpenReview] 
Poster
None
SUGAR: A Scalable Human-Video-Driven Generalizable Humanoid Loco-Manipulation Learning Framework
Tianshu Wu ⋅ Xiangqi Kong ⋅ Yue Chen ⋅ Qize Yu ⋅ Hang Ye ⋅ Jia Li ⋅ Yizhou Wang ⋅ Hao Dong
[ OpenReview] 
Poster
None
Paint Anything: Toward Any-Color Controllable Image Generation and Editing
Ji Xie ⋅ Dewei Zhou ⋅ Xinyu Huang ⋅ Xun Wang
[ OpenReview] 
Poster
None
Training Quality Determines Efficiency Boundaries in Test-Time Reasoning
MD Azizul Hakim
[ OpenReview] 
Poster
None
PixelDiT2: Representation-Grounded Pixel Diffusion Transformers
yongsheng yu ⋅ Wei Xiong ⋅ Yichen Sheng ⋅ Shiqiu Liu ⋅ Jiebo Luo
[ OpenReview] 
Poster
None
MemDLM: Memory-Enhanced DLM Training
Zehua Pei ⋅ Hui-Ling Zhen ⋅ Weizhe Lin ⋅ Sinno Pan ⋅ Yunhe Wang ⋅ Mingxuan Yuan ⋅ Bei Yu
[ OpenReview] 
Poster
None
DualSAT: A Dual-Branch GNN-Transformer Framework for SAT Solving
Wenzhu Yang ⋅ Zhanshan Li ⋅ Jingyao Li
[ OpenReview] 
Poster
None
OrchestraRL: Learning to Orchestrate LLM Agent Swarms with Entropy-Aware Communication Control
Runze Fan ⋅ Shiyi Jiang ⋅ Junsheng Wang ⋅ Shuangjun Xie ⋅ Xiaodan Li ⋅ Yong Li
[ OpenReview] 
Poster
None
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction
Zhixiong Zhang ⋅ Yizhuo Li ⋅ Shuangrui Ding ⋅ Yuhang Zang ⋅ Shengyuan Ding ⋅ Long Xing ⋅ Yibin Wang ⋅ Qiaosheng Zhang ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion
Feng Han ⋅ Zhixiong Zhang ⋅ Zheming Liang ⋅ Yibin Wang ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Graph-Enhanced Attribute-Aware Modeling for Cloth-Changing Person Re-Identification
Yongkang Ding ⋅ Zi Ye ⋅ Tiantian Gong ⋅ Liyan Zhang
[ OpenReview] 
Poster
None
Cross-Modal Prior-Guided Training with Visual Foundation Models for Unsupervised LiDAR Point Cloud Registration
KeZheng Xiong ⋅ Shiyun Xu ⋅ Sheng Ao ⋅ Mingming Wang ⋅ Siqi Shen ⋅ Chenglu Wen ⋅ Cheng Wang
[ OpenReview] 
Poster
None
Echo-SAM: Zero-Shot Learning of Unseen Structures via Medical Knowledge Graph Grounding
Jiewen Yang ⋅ Xiaomeng Li
[ OpenReview] 
Poster
None
MoT3DVG: A Benchmark for Outdoor 3D Visual Grounding with Motion-Aware Descriptions and Temporal Cues
Shijia Zhao ⋅ Xusheng Guo ⋅ Qiming Xia ⋅ Xun Huang ⋅ KeZheng Xiong ⋅ Zhihong Liu ⋅ Chenglu Wen
[ OpenReview] 
Poster
None
Pointillism: Probing-Based Model Compatibility for Robust Collaborative Machine Learning
Yang Li ⋅ Adams Wai Kin Kong
[ OpenReview] 
Poster
None
DynEdit: Dynamic Entropy-Guided Sequential Editing for Large Language Models
Jinhu Fu ⋅ Yan Bai ⋅ Yihang Lou ⋅ Li Sun ⋅ Jiahong Wu ⋅ Xiangxiang Chu ⋅ Sen Su
[ OpenReview] 
Poster
None
FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation
Yongjin Kim ⋅ Yoonjin Oh ⋅ Ye R Kim ⋅ Hyomin Kim ⋅ Jeeyoung Yun ⋅ Yu-Jung Heo ⋅ Min-Jun Kim ⋅ Sungwoong Kim
[ OpenReview] 
Poster
None
Spectral-Sphere-Constrained Hyper-Connections
Zhaoyi Liu ⋅ Haichuan Zhang ⋅ Ang Li
[ OpenReview] 
Poster
None
Diffusion Thinking for Fast Long-Form Spatial Reasoning in Vision--Language Models
Zhitao Zeng ⋅ weitao Du ⋅ Yueming Jin
[ OpenReview] 
Poster
None
Conceal, Reconstruct, Jailbreak: Exploiting the Reconstruction--Concealment Tradeoff in MLLMs
Md Farhamdur Reza ⋅ Richeng Jin ⋅ Tianfu Wu ⋅ Huaiyu Dai
[ OpenReview] 
Poster
None
From Average Sensitivity to Small-Loss Regret Bounds under Random-Order Model
Shinsaku Sakaue ⋅ Yuichi Yoshida
[ OpenReview] 
Poster
None
AdaM-Rec: Adaptive Modality Routing for Multimodal Recommendation
Honghao Fu ⋅ Jiacheng Chen ⋅ Manxi Lin ⋅ Junjun Zheng ⋅ Xiangheng Kong ⋅ Yiwei Wang ⋅ Xin Yu ⋅ Miao Xu ⋅ Yuning Jiang ⋅ Yujun Cai
[ OpenReview] 
Poster
None
Anymotion: A Dataset, Benchmark, and Baseline for Controllable Human Motion Editing
Haiyang Yan ⋅ Jianxin Sun ⋅ Yuhan Wu ⋅ libin wang ⋅ Zhiwei Li ⋅ Man Zhang ⋅ Jingdong Chen ⋅ DanDan Zheng
[ OpenReview] 
Poster
None
Ultra-DPO: Reimagining LLM Alignment as a Semi-Supervised Task
Li He ⋅ Jiaxian Guo ⋅ Yaqing Wang ⋅ Yue Yang ⋅ He Zhao ⋅ Stephen Wan ⋅ Dadong Wang ⋅ Lina Yao ⋅ Tongliang Liu
[ OpenReview] 
Poster
None
MID: Mask-Image Distributional Divergence for Evaluating Medical Image Segmentation
Vincenzo Marcianò ⋅ XIAOMING ZHANG ⋅ Gianluca Guglielmo ⋅ Sebastien Ourselin ⋅ Michela Antonelli ⋅ Maria A Zuluaga
[ OpenReview] 
Poster
None
SecureClaw: Clawing Back Control of LLM Agents
Yuhan Ma ⋅ Stefan Schmid
[ OpenReview] 
Poster
None
Masked Generative Pretraining Improves Cross-Dataset Transfer in Pixel-Space Diffusion
Shu Wei ⋅ Jiachen Lei ⋅ Jiahong Wu ⋅ Xiangxiang Chu
[ OpenReview] 
Poster
None
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models
Xiaohang Tang ⋅ Keyue Jiang ⋅ Che Liu ⋅ Zhao ⋅ Xiaoxiao Xu ⋅ Sangwoong Yoon ⋅ Ilija Bogunovic
[ OpenReview] 
Poster
None
Ripple in Still Water: Zero-Shot Clustering in Heterogeneous Federated Learning with Wavelet Scattering Transform
Alessandro Licciardi
[ OpenReview] 
Poster
None
Real2Sim in HOI: Toward Physically Plausible HOI Reconstruction from Monocular Videos
Yubo ZHAO ⋅ Yujin Chai ⋅ Yunao Dong ⋅ Chengfeng Zhao ⋅ Zijiao Zeng ⋅ Yuan Liu ⋅ Chi-Keung Tang
[ OpenReview] 
Poster
None
Sharpness-Aware Hybrid Model Learning for Architecture-Agnostic Parameter Estimation
Naoya Takeishi
[ OpenReview] 
Poster
None
DSAD: Dynamic Soft Anisotropic Diagrams for Reduced-Order Video Representation
Zhiyang Dou ⋅ Laki Iinbor ⋅ Wojciech Matusik
[ OpenReview] 
Poster
None
Zeroth-Order Stackelberg Control in Combinatorial Congestion Games
Saeed Masiha ⋅ Sepehr Elahi ⋅ Negar Kiyavash ⋅ Patrick Thiran
[ OpenReview] 
Poster
None
MobileWan: Closing the Quality Gap for Mobile Video Diffusion
Mohsen Ghafoorian ⋅ Denis Korzhenkov ⋅ Adil Karjauv ⋅ Ioannis Lelekas ⋅ Noor Fathima ⋅ Spyridon Stasis ⋅ Animesh Karnewar ⋅ Amirhossein Habibian
[ OpenReview] 
Poster
None
Partially Performative Prediction
Jaewook Lee ⋅ Tijana Zrnic
[ OpenReview] 
Poster
None
From Views to Worlds: Active Exploration over 3D Worlds for Vision-Language Models
Qijian Tian ⋅ Jiayu Ying ⋅ Ke Fan ⋅ Lizhuang Ma ⋅ Xin Tan
[ OpenReview] 
Poster
None
dMoE: dLLMs with Learnable Block Experts
Sicheng Feng ⋅ Zigeng Chen ⋅ Gongfan Fang ⋅ Xinyin Ma ⋅ Xinchao Wang
[ OpenReview] 
Poster
None
Stealth Apart, Harm Together: Skill Cascading Attacks on Skill-Based Agent Systems
Zihao Zhu ⋅ Siwei Lyu ⋅ Adel Bibi ⋅ Baoyuan Wu
[ OpenReview] 
Poster
None
Does Seeing More Mean Knowing More? Mono-Anchored Advantage Normalization for Multi-Source Visual Reasoning
Fanhu Zeng ⋅ Zhicong Luo ⋅ Zefan Wang ⋅ Li You ⋅ Chi Chen ⋅ Maosong Sun
[ OpenReview] 
Poster
None
Trajectory Forcing: Exploiting Diffusion Trajectories for Autoregressive Long Video Generation
Bohan Wang ⋅ Shuo Chen ⋅ Yunzhi Li ⋅ Zhaozheng CHEN ⋅ Junzhe Zhang ⋅ Hanwang Zhang
[ OpenReview] 
Poster
None
Can Circuit Alignment Predict OOD Generalization?
Ayan Banerjee ⋅ ABHRA CHAUDHURI ⋅ Josep Llados ⋅ Umapada Pal ⋅ Anjan Dutta
[ OpenReview] 
Poster
None
Why Are LLMs Confidently Wrong? Correcting Overconfident Errors via Causal Head Intervention
Jing Ren ⋅ Bowen Li ⋅ Ziqi Xu ⋅ Xuechao Yang ⋅ Feng Xia
[ OpenReview] 
Poster
None
BudSplat: Feed-forward 3D Gaussian Splatting under a Rendering Budget
MUYU XU ⋅ Fangneng Zhan ⋅ Yu Wei ⋅ Ling Shao ⋅ Shijian Lu
[ OpenReview] 
Poster
None
Explainability matters: The effect of liability rules on the healthcare sector
Jiawen Wei ⋅ Elena Verona ⋅ Andrea Bertolini ⋅ Gianmarco Mengaldo
[ OpenReview] 
Poster
None
A Spectral Framework for Closed-Form Relative Density Estimation
Francis Bach
[ OpenReview] 
Poster
None
IRIS: Interpolative Rényi Iterative Self-play for Large Language Model Fine-Tuning
Wenjie Liao ⋅ Like Wu ⋅ Liangjie Zhao ⋅ Shihui Xu ⋅ Shigeru Fujimura
[ OpenReview] 
Poster
None
Unaligned Image Guided Denoising via Cross-modal Conditional Flow Matching
Runmin Zhang ⋅ Linshan Li ⋅ Si-Yuan Cao ⋅ Zhu Yu ⋅ Lingyu Zhu ⋅ Huaqi Zhang ⋅ Hui-liang Shen
[ OpenReview] 
Poster
None
Scale-Invariant Empirical-Bayes Laplace Approximation for ReLU Networks
Shivam Pal ⋅ Piyush Rai
[ OpenReview] 
Poster
None
VC-OPD: Visual Counterfactual On-Policy Distillation for Grounded Vision-Language Reasoning
feng jiahe
[ OpenReview] 
Poster
None
Breaking the Bias Barrier in Concave Multi-Objective Reinforcement Learning
Swetha Ganesh ⋅ Jason Chia ⋅ Vaneet Aggarwal
[ OpenReview] 
Poster
None
Order-Optimal Sample Complexity for Distribution Learning via Flow Matching
Hari K Sahoo ⋅ Mudit G Gaur ⋅ Vaneet Aggarwal
[ OpenReview] 
Poster
None
Oracle-Robust Online Alignment for Large Language Models
Zimeng Li ⋅ Mudit G Gaur ⋅ Vaneet Aggarwal
[ OpenReview] 
Poster
None
Transforming Image Editors into Video Editors
Feng Wang ⋅ Zijie Li ⋅ Ceyuan Yang ⋅ Alan Yuille ⋅ Peng Wang
[ OpenReview] 
Poster
None
On the Provable Emergence of Hierarchical Concept Structure in CLIP Embeddings
Nghia Nguyen ⋅ Tianjiao Ding ⋅ Lachlan MacDonald ⋅ Rene Vidal
[ OpenReview] 
Poster
None
When do Prophets Profit in Prediction Markets?
Anri Gu ⋅ Nicole Kagan ⋅ Alec Sun ⋅ Jibang Wu ⋅ Haifeng Xu
[ OpenReview] 
Poster
None
PRIME: A Modular Approach for Private Synthetic Data
Miguel Fuentes ⋅ Brett Mullins ⋅ Cecilia Ferrando ⋅ Cameron Musco ⋅ Daniel Sheldon
[ OpenReview] 
Poster
None
Beyond Augmented-Action Surrogates for Multi-Expert Learning-to-Defer
Yannis Montreuil ⋅ Axel Carlier ⋅ Lai Xing Ng ⋅ Wei Ooi
[ OpenReview] 
Poster
None
SPANUQ: Span-Level Uncertainty Quantification for Large Language Model Generation
Yimeng Zhang ⋅ Yingying Zhuang ⋅ Ziyi Wang ⋅ Yuxuan Lu ⋅ Pei Chen ⋅ Aman Gupta ⋅ Zhe Su ⋅ Ming Tan ⋅ Zhilin Zhang ⋅ Qun Liu ⋅ Manikandarajan Ramanathan ⋅ Rajashekar Maragoud ⋅ Edward Vul ⋅ Jing Huang ⋅ Dakuo Wang
[ OpenReview] 
Poster
None
Global Context Guidance for Diffusion Large Language Models
Jeimin Jeon ⋅ Bumsub Ham
[ OpenReview] 
Poster
None
ParaLin: Accelerating Parallel Diffusion Integrator via Intrinsic Partially Linear Structure
Jianrong Lu ⋅ Zhiyu Zhu ⋅ Hui LIU ⋅ Junhui Hou
[ OpenReview] 
Poster
None
Fast-RL: Accelerating Reinforcement Learning for LongCoT Reasoning Models
Sitong Wu ⋅ Haoru Tan ⋅ bin xia ⋅ Bei Yu ⋅ Xiaojuan Qi ⋅ Jiaya Jia
[ OpenReview] 
Poster
None
Historical Relative Policy Optimization for Bootstrapping LLM Reasoning
Sitong Wu ⋅ Haoru Tan ⋅ Bei Yu ⋅ Xiaojuan Qi ⋅ Jiaya Jia
[ OpenReview] 
Poster
None
Debiasing Random Oblique Projections for Subsampled OLS and Fast CUR in High Dimensions
Chengmei Niu ⋅ Sachin Garg ⋅ Michal Derezinski ⋅ Zhenyu Liao
[ OpenReview] 
Poster
None
Teaching Large Language Models When Not to Know: Learning Temporal Critique for Ex-Ante Reasoning
Chenlu Ding ⋅ Jiancan Wu ⋅ Yanchen Luo ⋅ Zheyuan (Frank) Liu ⋅ Yancheng Yuan ⋅ Xiang Wang
[ OpenReview] 
Poster
None
Natural Policy Gradient as Doubly Smoothed Policy Iteration: A Bellman-Operator Framework
Phalguni Nanda ⋅ Zaiwei Chen
[ OpenReview] 
Poster
None
MoE-SpAc: Efficient MoE Inference Based on Speculative Activation Utility in Heterogeneous Edge Scenario
Shuhuai Li ⋅ Jianghao Lin ⋅ DongDong Ge ⋅ Yinyu Ye
[ OpenReview] 
Poster
None
Same Signal, Opposite Meaning: Direction-Informed Adaptive Learning for LLM Agents
Ziming Li ⋅ Jiatan Huang ⋅ Xiaoguang Guo ⋅ Guiling "Grace" Wang ⋅ Chuxu Zhang
[ OpenReview] 
Poster
None
Prior-Anchored Local Statistical Representation Rectification for Low-Light Image Enhancement
chang liu ⋅ Wenjian Wang ⋅ Yuhua Qian ⋅ Keqi Wang
[ OpenReview] 
Poster
None
TACT-KV: Tri-Axis Cosine Transform for Compressing Volumetric KV Caches in Medical VLMs
Chongyu Qu ⋅ Ritchie Zhao ⋅ Yufan He ⋅ Dong Yang ⋅ Zhengyi Lu ⋅ Junchao Zhu ⋅ Tianyuan Yao ⋅ Juming Xiong ⋅ Junlin Guo ⋅ Yanfan Zhu ⋅ Yuechen Yang ⋅ Daguang Xu ⋅ Bennett Landman ⋅ Yucheng Tang ⋅ Yuankai Huo
[ OpenReview] 
Poster
None
Incremental Multiple Oracle
Carlos Martin ⋅ Tuomas Sandholm
[ OpenReview] 
Poster
None
VAR-Q: Tuning-free KV Cache Quantization for Visual Autoregressive Image and Video Generation
Boxun Xu ⋅ Jiaji Lu ⋅ Yuxuan Yin ⋅ Zihu Wang ⋅ Ziyue (Alvin) Liu ⋅ Yu Wang ⋅ Zirui Liu ⋅ Peng Li
[ OpenReview] 
Poster
None
HorizonComposer: Spatiotemporally Consistent Driving Video Editing with Enriched Traffic Semantics
Mauricio Soroco ⋅ Yuqiu Liu ⋅ Zaid Tasneem ⋅ Francesco Pittaluga ⋅ Abhishek Aich ⋅ Wuyang Chen ⋅ Manmohan Chandraker ⋅ Ziyu Jiang
[ OpenReview] 
Poster
None
Stay Fair! Ensuring Group Fairness in Diffusion Models Across Guidance Scales
Myeongsoo Kim ⋅ Eunji Kim ⋅ Minwoo Chae ⋅ Sangwoo Mo
[ OpenReview] 
Poster
None
Exposing Private Corpus Leakage in Multimodal RAG
Yihao LIU ⋅ Xinqi Lyu ⋅ Dong Wang ⋅ Bin Xiao
[ OpenReview] 
Poster
None
PRISM: Spectral Pruning and Reconstruction for Parameter-Efficient Model Merging of MLLMs
Wuxuan Shi ⋅ Haotian Chen ⋅ He Li ⋅ Qiang Yang ⋅ Mang Ye
[ OpenReview] 
Poster
None
SelfGuard: Self-Supervised Deviation Modeling for Multi-Modal Jailbreak Detection
Chenchen Jing ⋅ Hongli Guo ⋅ Huarong Jia ⋅ TianweiBai ⋅ Che Sun ⋅ Yang Liu ⋅ Chunhua Shen
[ OpenReview] 
Poster
None
CellMSA: Context Modeling for Single-Cell Representation Learning
Suyuan Zhao ⋅ Minghao Liu ⋅ Yizhen Luo ⋅ Zaiqing Nie
[ OpenReview] 
Poster
None
FLAME: Flow Enhanced Legendre Memory Models for General Time Series Forecasting
Xingjian Wu ⋅ Hanyin Cheng ⋅ Xiangfei Qiu ⋅ Zhengyu Li ⋅ Jilin Hu ⋅ Chenjuan Guo ⋅ Bin Yang
[ OpenReview] 
Poster
None
Structural Self-Teaching for Compositional Generation in Unified Multimodal Models
Jaeyoo Park ⋅ Bohyung Han
[ OpenReview] 
Poster
None
UnlearningSoup: Is Repeated Tuning Necessary for Large Language Model Unlearning?
Puning Yang ⋅ Qizhou Wang ⋅ Junchi Yu ⋅ Bo Han ⋅ Xiuying Chen
[ OpenReview] 
Poster
None
Gaussian Density Splatting Network
Miao Shang ⋅ Yabin Wang ⋅ Xiaopeng Hong
[ OpenReview] 
Poster
None
A Margin Perspective on LoRA: Robustness to Catastrophic Forgetting and Adapter Merging (MaLoRA)
Ziqing Xu ⋅ Hancheng Min ⋅ Lachlan MacDonald ⋅ Salma Tarmoun ⋅ Enrique Mallada ⋅ Weijie Su ⋅ Rene Vidal
[ OpenReview] 
Poster
None
Power Distribution Bridges Sampling, Self-Reward RL, and Self-Distillation
Akiyoshi Tomihari ⋅ Issei Sato
[ OpenReview] 
Poster
None
When Form Changes but Logic Doesn’t: Building Logic-invariant LLMs through Structures
Xuyuan Liu ⋅ Xinshuai Dong ⋅ Elynn Chen ⋅ Yujun Yan
[ OpenReview] 
Poster
None
IIDiff: Learning Cross-Domain Frequency Transitions with Diffusion Mixture-of-Experts
Xin Xue ⋅ Yirong Xue ⋅ Xingcheng Fu ⋅ Yisen Gao ⋅ Lanhao Li ⋅ Lijun Sun ⋅ Yunhao Fu ⋅ Haoyi Zhou
[ OpenReview] 
Poster
None
Precision-Pyramid: Towards real-time neural decoding for fault-tolerant quantum computing
Zhenhao Zhong ⋅ Ge Yan ⋅ SHANCHUAN LI ⋅ pengyue ma ⋅ Yuxuan Du
[ OpenReview] 
Poster
None
Ask KG Agent: A Multi-Agent Framework for Code Localization Using Code and Knowledge Graphs
Chanyoung Chung ⋅ Jeemin Kim ⋅ Joyce Whang
[ OpenReview] 
Poster
None
Conformal Cache: Reliable Proxy-Discrepancy Caching for Fast Generative Inference
Wenxiao Wu ⋅ Yachen Gao ⋅ Yukang Feng ⋅ Chengming Xu ⋅ Moran Li ⋅ jingyu li ⋅ Ming Xie ⋅ Xiaobin Hu ⋅ Xinwei Sun ⋅ Jing-Hao Xue ⋅ Nong Sang ⋅ Yanwei Fu
[ OpenReview] 
Poster
None
Bridging Risk Approximation Gaps in Model Predictive Task Sampling via In-Context Modeling
Jiarong Wen ⋅ Qi Tao ⋅ Zhang Kaiyu ⋅ Yun Qu ⋅ Lizhou Cai ⋅ Heming Zou ⋅ Yuhang Jiang ⋅ Qi Wang
[ OpenReview] 
Poster
None
Rethinking Long-Video Efficiency: A Joint Allocation Perspective on Frames, Pixels, and Front-End Latency
Sixun Dong ⋅ Wei Li ⋅ Andong Deng ⋅ Qi Qian ⋅ Victor Zhu ⋅ Zhengping Ji ⋅ Chen Chen
[ OpenReview] 
Poster
None
Efficient Generative Transformer Operators for Million-Point PDEs
Armand Kassaï Koupaï ⋅ Lise Le Boudec ⋅ Patrick Gallinari
[ OpenReview] 
Poster
None
CyCLeGen: Cycle-Consistent Layout Prediction and Image Generation
Shan Xiaojun ⋅ Haoyu Shen ⋅ Yucheng Mao ⋅ Haiyang Xu ⋅ Xiang Zhang ⋅ Abhay Anand ⋅ Bingnan Li ⋅ Zhuowen Tu
[ OpenReview] 
Poster
None
StateTree: Enhancing Long-term Dialogue Reasoning via Reinforcement Learning
Naen Xu ⋅ Wanqing Cui ⋅ Yibo Hu ⋅ Shixin Hong ⋅ Hengyu An ⋅ Meiguang Jin ⋅ Junfeng Ma ⋅ Tianyu Du
[ OpenReview] 
Poster
None
DirectUV: Image-Conditioned UV Texture Generation with Surface-Aware Positional Encoding
Jiantao Lin ⋅ Yingjie Xu ⋅ Mingzhi Sheng ⋅ Yangkai Wei ⋅ Hao CHEN ⋅ Yingcong Chen
[ OpenReview] 
Poster
None
ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time Scaling
Woomin Song ⋅ Beomjun Kim ⋅ Daewon Choi ⋅ Sai Muralidhar Jayanthi ⋅ Saket Dingliwal ⋅ Jinwoo Shin ⋅ Aram Galstyan
[ OpenReview] 
Poster
None
Aligning Inductive Bias for Data-Efficient Generalization in State Space Models
Qiyu Chen ⋅ Guozhang Chen
[ OpenReview] 
Poster
None
A Sparse Low-Rank Biclique Decomposition for Graphs
Antoine Vialle ⋅ Sergei Gerasimov ⋅ Aref Einizade ⋅ Antonio Ortega ⋅ Fragkiskos Malliaros ⋅ Jhony H. Giraldo
[ OpenReview] 
Poster
None
Seed-Your-Motion: Householder Orthogonal Noise for Motion-Controllable Video Diffusion Models
Tao Jun Lin ⋅ Jinhong Ni ⋅ Ruyi Zha ⋅ Yifu Wang ⋅ Xibin Song ⋅ Pan Ji ⋅ Hongdong Li
[ OpenReview] 
Poster
None
Unsupervised Domain Adaptation for Semantic Segmentation Based on Instance Spatial Geometry
Binglin Hao ⋅ Huajun Liu
[ OpenReview] 
Poster
None
RAPDrive: Shared-Latent Hybrid Decoding for Reasoning and Planning in Autonomous Driving
Yuheng Liu ⋅ Le Hui ⋅ Ziyue Zhu ⋅ Yigong Zhang ⋅ Jin Xie ⋅ jian Yang
[ OpenReview] 
Poster
None
Matrix-Free Natural Gradient via Stochastic Truncated Metrics
Ke Sun
[ OpenReview] 
Poster
None
SimpleEvol: Efficient Intelligence Conversion via Less Human Prior in Automated Heuristic Design
Jianghan Zhu ⋅ Cong Zhang ⋅ Rongjie Zhu ⋅ CHI ZHANG ⋅ Zhiguang Cao
[ OpenReview] 
Poster
None
LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
Yijia Zheng ⋅ Marcel Worring
[ OpenReview] 
Poster
None
HAPS: Hierarchical LLM Routing with Joint Architecture and Parameter Search
Zihang Tian ⋅ Rui Li ⋅ Jingsen Zhang ⋅ Xiaohe Bo ⋅ Wei Huo ⋅ Xu Chen
[ OpenReview] 
Poster
None
Module Specialization in Transformer Factual Recall under Correlated Fact Distributions
DongJae Lee ⋅ Junmo Kim
[ OpenReview] 
Poster
None
AEON: Unifying Video and 3D World Models
Weiqi Zhang ⋅ Wenyuan Zhang ⋅ Yu-Shen Liu ⋅ Junsheng Zhou
[ OpenReview] 
Poster
None
MindShape: Superquadric-Constrained High-Fidelity 3D Reconstruction from fMRI
Xiaoquan Shen ⋅ Ming Li ⋅ Jianxiong Gao ⋅ Jiaxuan Chen ⋅ Xiangru Huang ⋅ Yanwei Fu ⋅ Gang Pan
[ OpenReview] 
Poster
None
Beyond Empirical Support: Structured Outlier Generation via Sinkhorn Optimal Transport
Haixiang Sun ⋅ Andrew Liu
[ OpenReview] 
Poster
None
Exploiting Textual Semantics for Robust Cross-View Object Correspondence
Bing Fan ⋅ Yunhe Feng ⋅ Yan Huang ⋅ Heng Fan
[ OpenReview] 
Poster
None
Frequency-Synchronized Boundary Coupling for Training-Free Multi-Prompt Long Video Generation
Yipan Xu ⋅ Shuyong Gao ⋅ Jiyuan Fu ⋅ Keliang Yin ⋅ Jiayu Chen ⋅ Qianyu Guo ⋅ Yang Liu ⋅ Wenqiang Zhang
[ OpenReview] 
Poster
None
Unsupervised Concept Discovery with Dirichlet Concept Diffusion Models
Yuchong Geng ⋅ Ao Tang
[ OpenReview] 
Poster
None
Bridging Simulation and Reality: Geometry and Decision Alignment for Autonomous Driving
Dapeng Zhang ⋅ Zhenlong Yuan ⋅ Chenyang Li ⋅ Hongtao Nie ⋅ Yinda Chen ⋅ Rui Zhou ⋅ Peng Zhi ⋅ Qingguo Zhou
[ OpenReview] 
Poster
None
EVA: Evidence-seeking Visual Agent for Hallucination-Resistant Multimodal Reasoning
Ting Lei ⋅ Yu Chen ⋅ Yang Liu
[ OpenReview] 
Poster
None
Glance Before You Tell: Anomaly-Guided 3D Radiology Report Generation with Heat-Conduction Slice Encoders
Lingyu Zhou ⋅ Dingwen Pi ⋅ Zhang Yi ⋅ Jun Wu ⋅ Xiuyuan Xu
[ OpenReview] 
Poster
None
Spatially-Grounded Long Video Generation with Self Geometry Forcing
Chenguo Lin ⋅ Panwang Pan ⋅ Bowen Xue ⋅ Ruijie Lu ⋅ Yuchen Lin ⋅ Chenxin Li ⋅ Brandon Feng ⋅ Yadong Mu
[ OpenReview] 
Poster
None
PriFT: Prior-Support Guided Token Reweighting for Supervised Fine-Tuning
Ke Wang ⋅ Shuangqi Li ⋅ Mathieu Salzmann ⋅ Pascal Frossard
[ OpenReview] 
Poster
None
A Solvable Model of Chain-of-Thought in In-Context Learning
Kaito Takanami ⋅ Cengiz Pehlevan
[ OpenReview] 
Poster
None
FacePhys: State of the Heart Learning
Jack Tang ⋅ Kegang Wang ⋅ Yuntao Wang ⋅ Xin Liu ⋅ Yuxuan Fan ⋅ Jiatong Ji ⋅ Yuanchun Shi ⋅ Daniel McDuff
[ OpenReview] 
Poster
None
Learning Event-to-Field Operators Without Interpolation
xingyu sha
[ OpenReview] 
Poster
None
LifeStream: Token Life-Cycle Modeling for Training-Free Online Video Understanding
Yifan Ge ⋅ Zhihang Liu ⋅ Jiannan Ge ⋅ Chenhui Jin ⋅ Hongtao Xie
[ OpenReview] 
Poster
None
Codebook-Guided Cross-Modal Knowledge Distillation for Structurally Heterogeneous Features
Dae Ung Jo ⋅ Jongin Lim ⋅ YoungJoon Yoo ⋅ Daeho Um
[ OpenReview] 
Poster
None
Ultra Fast PDE Solving via Physics Guided Few-step Diffusion
Xiangrui Kong ⋅ Yueqi Wang ⋅ Haoyang Zheng ⋅ Weijian Luo ⋅ Guang Lin
[ OpenReview] 
Poster
None
Temporal-Scale Sensitivity in Time-Series Tokenization and Scale-Robust Token Estimation by Gated Sum
Berken Utku Demirel ⋅ Christian Holz
[ OpenReview] 
Poster
None
UxSID: Semantic-Aware User Interests Modeling for Ultra-Long Sequence
Hongwei Zhang ⋅ qiqiang zhong ⋅ Jiangxia Cao ⋅ Junfeng Shu ⋅ Yiyang Lv ⋅ Huanjie Wang ⋅ Liwei Guan ⋅ Jing Yao ⋅ Yiyu Wang ⋅ Liu Zhaojie ⋅ Han Li
[ OpenReview] 
Poster
None
CausalBind: Causal Modeling and Learning for Protein-Molecule Virtual Screening
Longkang Li ⋅ Jin Tian ⋅ Kun Zhang
[ OpenReview] 
Poster
None
Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference
Bian Sun ⋅ Kevin Zhai ⋅ Mubarak Shah ⋅ Zhenyi Wang
[ OpenReview] 
Poster
None
Routing as a Singular Reparameterization: A Closed-Form Pushforward Prior and Exact Bayesian Complexity in a Minimal Proxy
Ali Mehrabian ⋅ Mahdi Mazloum
[ OpenReview] 
Poster
None
MCSplat: Multi-View Photometric and Geometric Consistent Feed-Forward Gaussian Splatting for Driving Scenes
Wang Yifei ⋅ Wei Tian ⋅ WENHUA BAO ⋅ Jia Zhou ⋅ Hanshi Wang ⋅ Fudong Ge ⋅ Jianhua Wu ⋅ Shuai Yuan ⋅ Zhipeng Zhang ⋅ Xingliang Liu ⋅ Xianming Zeng ⋅ Jianyun Xu ⋅ Bingzhao Gao
[ OpenReview] 
Poster
None
Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning
Junhong Lin ⋅ Shicheng Liu ⋅ Jinyeop Song ⋅ Song Wang ⋅ Julian Shun ⋅ Yada Zhu
[ OpenReview] 
Poster
None
Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation
Seonghoon Yu ⋅ Dongjun Nam ⋅ Byung-Kwan Lee ⋅ Jeany Son
[ OpenReview] 
Poster
None
Conservative Pareto Set Amortization for Offline Multi-Objective Optimization
Ji Cheng
[ OpenReview] 
Poster
None
Temporal Concentration from Rollout Errors: Implicit Preference Optimization For Text-to-Video Diffusion
henglin liu ⋅ Fangyuan Kong ⋅ Jing Wang ⋅ Yizhou Lin ⋅ Nisha Huang ⋅ Chang Liu ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Xiu Li
[ OpenReview] 
Poster
None
Boost Reasoning Evolution via Responsive Rollout Difficulty Manipulation
Ziheng Li ⋅ Zexu Sun ⋅ Jinman Zhao ⋅ Erxue Min ⋅ Yongcheng Zeng ⋅ Hui Wu ⋅ Hengyi Cai ⋅ Shuaiqiang Wang ⋅ Xu Chen ⋅ Zhihong Deng ⋅ Dawei Yin
[ OpenReview] 
Poster
None
Distributionally Robust Algorithmic Recourse for Tree Ensembles
Kentaro Kanamori ⋅ Ken Kobayashi ⋅ Takuya Takagi
[ OpenReview] 
Poster
None
Is Text All You Need? Text as a Universal Information Bottleneck for Speech LLMs
Ming-Hao Hsu ⋅ Yuxuan Hu ⋅ Shujie LIU ⋅ Jinyu Li ⋅ Zhizheng Wu
[ OpenReview] 
Poster
None
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning
Yudong Han ⋅ Yong Wang ⋅ Zaiquan Yang ⋅ Zhen Qu ⋅ Liyuan Pan ⋅ Xiangxiang Chu
[ OpenReview] 
Poster
None
Identifiable Feedback-Controlled Latent Flow for Unpaired Single-cell Spatio-Temporal Dynamics
Jianle Sun ⋅ Kun Zhang
[ OpenReview] 
Poster
None
Masked Diffusion Language Agents for Tool-Integrated Chemical Reasoning
Mengdi Liu ⋅ Chenghao Jia ⋅ Hong Chang ⋅ Shiguang Shan
[ OpenReview] 
Poster
None
Differentiable Exact Learning of Algorithms
Hristo Papazov ⋅ Francesco D'Angelo ⋅ Nicolas Flammarion
[ OpenReview] 
Poster
None
Diffusion Models without Classifier-free Guidance
Zhicong Tang ⋅ Dong Chen ⋅ Jianmin Bao ⋅ Baining Guo
[ OpenReview] 
Poster
None
CLUE: Closing the Loop on Conflict and Collapse in LLM Unlearning
Mengyang Li ⋅ Jingwen Wang ⋅ Yu Zhang ⋅ Pinlong Zhao
[ OpenReview] 
Poster
None
OCTOPUS: Optimized KV Cache for Transformers via Octahedral Parametrization Under optimal Squared error quantization
Mark Boss ⋅ Vikram Voleti ⋅ Simon Donné ⋅ Shimon Vainer
[ OpenReview] 
Poster
None
Spectral Degeneration of Softmax Attention under Isotropic Score Geometry
Mengda Li ⋅ Jianfeng Yao
[ OpenReview] 
Poster
None
Dual-Rate Diffusion: Accelerating diffusion models with an interleaved heavy-light network
Grigory Bartosh ⋅ David Ruhe ⋅ Emiel Hoogeboom ⋅ Jonathan Heek ⋅ Thomas Mensink ⋅ Tim Salimans
[ OpenReview] 
Poster
None
FreeSpec: Training-Free Long Video Generation via Singular-Spectrum Reconstruction
Fangda Chen ⋅ Shanshan Zhao ⋅ Longrong Yang ⋅ Chuanfu Xu ⋅ Zhigang Luo ⋅ Long Lan
[ OpenReview] 
Poster
None
GCD: Correcting Hidden-State Bias in Off-Policy Agentic RL
Changyuan Chen ⋅ Jianyu Xiang ⋅ Jiasheng Luo ⋅ Ziye Wang ⋅ NALLAPPAN GUNASEKARAN
[ OpenReview] 
Poster
None
FlexTab: A Flexible Encoder-Decoder Architecture for In-Context Learning Across Diverse Tabular Tasks
Marek Polewczyk ⋅ Maximilian Schambach ⋅ Marco Spinaci ⋅ Sam Thelin ⋅ Johannes Höhne
[ OpenReview] 
Poster
None
Quotient-Categorical Representations for Bellman-Compatible Average-Reward Distributional Reinforcement Learning
Ege Kaya ⋅ Aliasghar Pourghani ⋅ Vijay Gupta ⋅ Abolfazl Hashemi
[ OpenReview] 
Poster
None
SpecLoR: Spectral Lookahead Rectification for Motion-Coherent Text-to-Video Generation
Xu Zhang ⋅ Yu Lu ⋅ Ruijie Quan ⋅ Zhaozheng CHEN ⋅ Bohan Wang ⋅ Yi Yang
[ OpenReview] 
Poster
None
SCOT: Multi-Source Cross-City Transfer with Optimal-Transport Soft-Correspondence Objectives
Yuyao Wang ⋅ Min Yang ⋅ Meng Chen ⋅ Weiming Huang ⋅ Yilong Yin ⋅ Yongshun Gong
[ OpenReview] 
Poster
None
NDPP-Grasp: Non-Differentiable Physical Plausibility Constraint-Guided Task-Oriented Dexterous Grasp Generation
Qiuchi Xiang ⋅ Haoxuan Qu ⋅ Hossein Rahmani ⋅ Jun Liu
[ OpenReview] 
Poster
None
TOM-Pruning: Target-aware Output Manifold for LLM Pruning
Junchen Hao ⋅ Weikang Meng ⋅ Yingjian Li ⋅ Zheng Zhang
[ OpenReview] 
Poster
None
The Geometry of Noise: Why Diffusion Models Don't Need Noise Conditioning
Mojtaba Sahraee-Ardakan ⋅ Mauricio Delbracio ⋅ Peyman Milanfar
[ OpenReview] 
Poster
None
AdKnob: Ad Intensity Control and Labeling for LLM-Native Advertising
Woo Jae Kim ⋅ Seongho Keum ⋅ Joonsung Jeon ⋅ Suhyeon Ha ⋅ Sooel Son ⋅ Sung-eui Yoon
[ OpenReview] 
Poster
None
Query as a Resource: Activity-Cost Guided Remote Sensing Domain-Incremental Object Detection
Xi Yang ⋅ Zhengyu Yuan ⋅ De Cheng ⋅ Nannan Wang
[ OpenReview] 
Poster
None
EditDistill: Is It Possible to Guide Video Editing with Image Editing
guojun lei ⋅ Hong Li ⋅ Hongbing Yang ⋅ Lixue Gong ⋅ Chi Wang ⋅ Zheng Dong
[ OpenReview] 
Poster
None
Q-Focus: Let the Question Guide What to See in Long Videos
Junbo Qiao ⋅ Xinning Chai ⋅ Dong Fang ⋅ Sifa Xie ⋅ Wenxuan Huang
[ OpenReview] 
Poster
None
Spatially Feasible 3D Indoor Scene Generation via Interaction-Oriented Human Proxy
Xinyuan Chen ⋅ Mingwen Shao ⋅ Qiao Zhang ⋅ Qinglin Zhan ⋅ Xiang Lv ⋅ Boyuan Yang ⋅ Jixuan Shi ⋅ Lingzhuang Meng ⋅ Chang Liu ⋅ Shanshan Song ⋅ Ling Jian
[ OpenReview] 
Poster
None
Universal Cross-Prompt Adversarial Attacks on Promptable Concept Segmentation
Ziqi Zhou ⋅ Haowen Jiang ⋅ Yifan Hu ⋅ Xianlong Wang ⋅ Yufei Song ⋅ Shengshan Hu ⋅ Dezhong Yao ⋅ Leo Yu Zhang
[ OpenReview] 
Poster
None
Can Metadata Fix the Gauge? Calibration Turns Sparse Multi-Source Learning from Sparse PCA into Sparse Mean Recovery
Yibo Zhou ⋅ Yirong Xiang
[ OpenReview] 
Poster
None
How Does Cutout Benefit Out-of-Distribution Generalization?
Kuo Shi
[ OpenReview] 
Poster
None
Powering Up Zeroth-Order Training via Subspace Gradient Orthogonalization
Yicheng Lang ⋅ Changsheng Wang ⋅ Yihua Zhang ⋅ Mingyi Hong ⋅ Zheng Zhang ⋅ Wotao Yin ⋅ Sijia Liu
[ OpenReview] 
Poster
None
Improving Guidance-Free Visual Generation via Self-Contrastive Alignment for Likelihood Estimation
Jiwan Hur ⋅ DongJae Lee ⋅ Dongyeun Lee ⋅ Gyojin Han ⋅ Junmo Kim
[ OpenReview] 
Poster
None
Improving Quantized Zeroth-Order Optimization through Reconstructed Low-Rank Structures
Fei Wang ⋅ Shuai Xie ⋅ Li Shen ⋅ Chao Xue ⋅ Ye Liu ⋅ Changxing Ding
[ OpenReview] 
Poster
None
LR-V2X: Loss Resilient Collaborative Perception under Low-Bandwidth Communication
Kang Yang ⋅ Tianci Bu ⋅ Peng Wang ⋅ Deying Li ⋅ Yongcai Wang
[ OpenReview] 
Poster
None
TriSpec: Ternary Speculative Decoding via Lightweight Proxy Verification
Haoyun Jiang ⋅ Junqi He ⋅ Feng Hong ⋅ Xinlong Yang ⋅ jianwei zhang ⋅ Zhengyang Zhuge ⋅ Zheng Li ⋅ Xiaofeng Cao ⋅ Zhiyong Chen ⋅ Bo Han ⋅ Junyang Lin ⋅ Jiangchao Yao
[ OpenReview] 
Poster
None
What Kind of Diffusion Models Do We Need in Online Reinforcement Learning?
Zihao Wu ⋅ Hongyao Tang ⋅ Yi Ma ⋅ YAN ZHENG ⋅ Jianrong Wang ⋅ Jianye Hao
[ OpenReview] 
Poster
None
DeCoRL: Decomposed Consistency Reinforcement Learning for Multi-Image Composition
Zhiqiang Wu ⋅ Shuang Sun ⋅ Jiale Zhang ⋅ Jing Li ⋅ Yibo Chen ⋅ Xu Tang ⋅ Yao Hu
[ OpenReview] 
Poster
None
FADE: Fractional Anomalous Dynamics Extrapolation for Training-Free Diffusion Transformers Acceleration
Jinlong Yang ⋅ Jinke Wu ⋅ Lizilin ⋅ Yao Zhou
[ OpenReview] 
Poster
None
How Language Models Compress and Compare: Understanding Selection with Token Covariance Maps
Moshe Eliasof
[ OpenReview] 
Poster
None
TanGCE: Manifold-Aware Concept Erasure
Matan Avitan ⋅ Yoav Goldberg ⋅ Yanai Elazar
[ OpenReview] 
Poster
None
Causal Discovery under Time-Varying Delays
Lénaïg Cornanguer ⋅ David Kaltenpoth ⋅ Jilles Vreeken
[ OpenReview] 
Poster
None
RadarFlowPose: Vision-Inspired Coarse-to-Fine Skeleton Refinement with Flow Matching
Kailu Guo ⋅ Akram Alomainy ⋅ Khalid Z Rajab
[ OpenReview] 
Poster
None
MaPP: A Unified Marginalized Posterior-Predictive Framework for Data-Efficient RLVR
YangYang Ren ⋅ Haodong Zhu ⋅ Sheng Xu ⋅ Yanjing Li ⋅ Nikolai Y Zolotykh ⋅ Wentao Zhang ⋅ Baochang Zhang
[ OpenReview] 
Poster
None
ToMAToMP: Robust and Multi-Parameter Topological Clustering
Ludo Andrianirina ⋅ Mathieu Carrière
[ OpenReview] 
Poster
None
BAL: Bidirectional Autoregression in Latent Space for Learning Human Movement Representations
Genki Kinoshita ⋅ Ko Nishino
[ OpenReview] 
Poster
None
Sketch Then Paint: Hierarchical Reinforcement Learning for Diffusion Multi-Modal Large Language Models
Siqi Luo ⋅ Jianghan Shen ⋅ Yi Xin ⋅ Huayu Zheng ⋅ Haoxing Chen ⋅ Yan Tai ⋅ Yue Li ⋅ Junjun He ⋅ Yihao Liu ⋅ Guangtao Zhai ⋅ Yuewen Cao ⋅ Xiaohong Liu
[ OpenReview] 
Poster
None
Stable3R: Streaming 3D Reconstruction with Stable Geometric References
Jincheng Xiong ⋅ Jiarong Han ⋅ Hang Zhang ⋅ Mu Xu ⋅ Ming Qian
[ OpenReview] 
Poster
None
Attributions All the Way Down? The Metagame of Interpretability
Hubert Baniecki ⋅ Przemyslaw 'Prem' Biecek ⋅ Fabian Fumagalli
[ OpenReview] 
Poster
None
Constrained Decoding for Diffusion Language Models via Efficient Inference over Finite Automata
Meihua Dang ⋅ Stefano Ermon
[ OpenReview] 
Poster
None
Full-Duplex Speech-Motion Model for Dyadic Interaction
Koki Nagano ⋅ Hongyu Liu ⋅ Wookie Park ⋅ Tianye Li ⋅ Amrita Mazumdar ⋅ Christian Jacobsen ⋅ Shengze Wang ⋅ Michael Stengel ⋅ Ka Chun Cheung ⋅ Simon See ⋅ Shalini De Mello
[ OpenReview] 
Poster
None
SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation
Harshit Joshi ⋅ Priyank Shethia ⋅ Jadelynn Dao ⋅ Monica Lam
[ OpenReview] 
Poster
None
PACO: Partial-order-Augmented Continuous Optimization for Differentiable Causal Discovery
Xiaoxuan Li ⋅ Junda Wu ⋅ Julian McAuley ⋅ Lina Yao ⋅ Tong Yu
[ OpenReview] 
Poster
None
What Can Labels Alone Audit and Edit in Frozen Representations?
Yirong Xiang ⋅ Yibo Zhou
[ OpenReview] 
Poster
None
FELPS: Fair and Efficient Scheduling for Multi-LoRA Serving System
Yukai Ding ⋅ Chuang Hu ⋅ Fangcheng Fu ⋅ Xinyan Li ⋅ Susie X Rao ⋅ Shanshan Feng ⋅ Hao Wang ⋅ Xiao Yan ⋅ Jiawei Jiang
[ OpenReview] 
Poster
None
LSVD: Loss-Aware Low-Rank Approximation for Efficient Low-Precision Vision-Language Models
Haiyu Wang ⋅ Yutong Wang ⋅ Leshu Li ⋅ Yihui Ren ⋅ Sai Qian Zhang
[ OpenReview] 
Poster
None
LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning
Hao Chen ⋅ Zhonghao Yan ⋅ Jiaming Liu ⋅ Nuowei Han ⋅ Renrui Zhang ⋅ Chenyang Gu ⋅ Jialin Gao ⋅ Peng Jia ⋅ Shanghang Zhang ⋅ Pheng-Ann Heng
[ OpenReview] 
Poster
None
Verifiers in the Loop: Decoding Time Verification for Code Translation
Tianyang Zhou ⋅ Somesh Jha ⋅ Mihai Christodorescu ⋅ Kirill Levchenko ⋅ Varun Chandrasekaran
[ OpenReview] 
Poster
None
HilbertGen-3D:Hilbert--Multifractal Conditioning for Topology-Aware 3D Generation
Ziyi Zhang ⋅ Shixuan Li ⋅ Yorie Nakahira ⋅ Paul Bogdan ⋅ Guannan Qu
[ OpenReview] 
Poster
None
Learning Task-Centric World Models from Visual Foundations
Minghao Fu ⋅ Fan Feng ⋅ Nick Hansen ⋅ Biwei Huang
[ OpenReview] 
Poster
None
MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
Ruiyi Yang ⋅ Zechen Li ⋅ Hao Xue ⋅ Imran Razzak ⋅ Flora Salim
[ OpenReview] 
Poster
None
Class-Incremental Learning via LoRA-based Elastic Ensemble of Experts
Ruilong Yu ⋅ Fei Ye ⋅ Zhiyuan Ren ⋅ Qihe Liu ⋅ Adrian G. Bors ⋅ Rongyao Hu ⋅ shijie zhou
[ OpenReview] 
Poster
None
StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
Xiangyuan Xue ⋅ Yifan Zhou ⋅ ZiDong Wang ⋅ Shengji Tang ⋅ Philip Torr ⋅ Wanli Ouyang ⋅ LEI BAI ⋅ Zhenfei Yin
[ OpenReview] 
Poster
None
POME: Post Optimization Model Edit via Muon-Style Projection
Yong Liu ⋅ di fu ⋅ Yang Luo ⋅ Zirui Zhu ⋅ Minhao Cheng ⋅ Cho-Jui Hsieh ⋅ Yang You
[ OpenReview] 
Poster
None
REACT: A Lightweight Reliability-Aware Framework for Spatio-Temporal Out-of-Distribution Prediction
Yongfeng Su ⋅ Ziquan Fang ⋅ Jihua Yang ⋅ Wei Shao ⋅ Yunjun Gao
[ OpenReview] 
Poster
None
Iris: Empowering Video MLLMs with High-Frequency Pose Priors via Spatiotemporal Binding
Jiahang Zhang ⋅ Yushuo Guan ⋅ Yuanxing Zhang ⋅ Pengfei Wan ⋅ Jiaying Liu
[ OpenReview] 
Poster
None
Nerve-Skeleton Message Passing for Federated Optimization with Overlapping Parameters
Wei Zhang
[ OpenReview] 
Poster
None
Topic-Aware Contextual Cascading Bandits
Hyun-jun Choi ⋅ Taehyun Hwang ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
Can Pixels Alone Reveal Image Origin? Minimax Limits and Learnable Interfaces for Passive Provenance
Kai Yao
[ OpenReview] 
Poster
None
XTraj: A Coarse-to-Fine Autoregressive Framework for Transferable Trajectory Generation
wang chao ⋅ ZHIQUAN LAI ⋅ Xinwei Fang ⋅ Yuanshao Zhu ⋅ Xun Zhou ⋅ James Yu
[ OpenReview] 
Poster
None
GeoSPRINT: Geometric Redundancy-Aware Step Pruning for Inference in Diffusion Trajectories
Arpita Joshi
[ OpenReview] 
Poster
None
Structural Entropy Optimized Communication for Multi-Agent Reinforcement Learning
Wei Du ⋅ Benyu Wu ⋅ Wei Guo ⋅ Zhongmin Yan ⋅ Guoxian Yu ⋅ Lizhen Cui
[ OpenReview] 
Poster
None
World Models as Adversaries: Multi-Agent Self-Play Fine-Tuning for Robust Motion Planning
Tong Nie ⋅ Yuewen Mei ⋅ Junlin He ⋅ Yihong Tang ⋅ Jian Sun ⋅ Wei Ma
[ OpenReview] 
Poster
None
Unpaired Canonical Correlation Analysis
Nir Ben-Ari ⋅ Ronen Talmon ⋅ Uri Shaham
[ OpenReview] 
Poster
None
Gibbs Gradient Descent: A Langevin Approach to Optimization
Oussama Zekri ⋅ Anna Korba ⋅ Nicolas Boulle
[ OpenReview] 
Poster
None
Learning What to Forget: Improving LLM Unlearning via Learned Token-Level Importance
Gizem Yüce ⋅ Giorgos Nikolaou ⋅ Nicolas Flammarion
[ OpenReview] 
Poster
None
GenRec: Knowing Where to Reconstruct and Where to Generate
Ata Çelen ⋅ Jaewoo Jung ⋅ Federico Tombari ⋅ Marc Pollefeys ⋅ Sunghwan Hong ⋅ Michael Niemeyer ⋅ Daniel Barath
[ OpenReview] 
Poster
None
Releasing Anchors from Cross-View Correspondence: Probabilistic Multi-View Anchor Graph Clustering
Zhoumin Lu ⋅ Yongbo Yu ⋅ Yu Duan ⋅ Feiping Nie ⋅ Yicong Zhou
[ OpenReview] 
Poster
None
Revisiting Cross-View Completion: Self-Supervised Pre-Training via Reconstruction Error Comparison
Thibaut Loiseau ⋅ Guillaume Bourmaud ⋅ Vincent Lepetit
[ OpenReview] 
Poster
None
Strategic PAC Learnability via Geometric Definability
Yuval Filmus ⋅ Shay Moran ⋅ Elizaveta Nesterova ⋅ Nir Rosenfeld ⋅ Alexander Shlimovich
[ OpenReview] 
Poster
None
AtlasVid: Efficient Ultra-High-Resolution Long Video Generation via Decoupled Global-Local Modeling
Ziyang Mai ⋅ Yuyao Zhang ⋅ Yu-Wing Tai
[ OpenReview] 
Poster
None
Towards instance-dependent regret optimality in Episodic MDPs with Posterior Sampling
Victor Boone ⋅ Cyrille Kone ⋅ Waris Radji ⋅ Odalric-Ambrym Maillard ⋅ Dorian Baudry
[ OpenReview] 
Poster
None
Terminal Failure Is Not Computational Failure: A Pre-Collapse Readout Regime in Nonlinear Dynamical Learners
Rohan Maskrey
[ OpenReview] 
Poster
None
Is Backpropagation Optimal? When Synthetic Gradients Improve Sample Efficiency
Yibo Jacky Zhang ⋅ Zeyu Tang ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
None
Beyond Modality Fusion: Deep Ensembles for Multimodal Classification
Ilya Burenko ⋅ Dmitry Vetrov
[ OpenReview] 
Poster
None
Frequency‑Aware Flow Matching for Continuous and Consistent Robotic Action Generation
Jianing Guo ⋅ Fangzheng Chen ⋅ Zihao Mao ⋅ WONG L Kenny ⋅ Zhenhong Wu ⋅ Yu Li ⋅ Yishuai Cai ⋅ Yuanpei Chen ⋅ Yikun Ban ⋅ Kai Chen ⋅ DOU QI ⋅ Yaodong Yang ⋅ Xianglong Liu ⋅ Huijie Zhao ⋅ Simin Li
[ OpenReview] 
Poster
None
Entropy Dynamics of Agent Reinforcement Learning
Wendi Li ⋅ Shawn Im ⋅ Sharon Li
[ OpenReview] 
Poster
None
Why Cross-Skeleton Retargeting Is Non-Identifiable: Structural Limits of Generative Motion Models
Zhiyuan Li ⋅ Wenyan Yang ⋅ Pekka Marttinen ⋅ Joni Pajarinen
[ OpenReview] 
Poster
None
Even More Guarantees for Variational Inference in the Presence of Symmetries
Lena Zellinger ⋅ Antonio Vergari
[ OpenReview] 
Poster
None
SARL: Label-Free Reinforcement Learning by Rewarding Reasoning Topology
Yifan Wang ⋅ Bolian Li ⋅ David Cho ⋅ Ruqi Zhang ⋅ Fanping Sui ⋅ Ananth Grama
[ OpenReview] 
Poster
None
Read-Only Zero-Shot Classifier Expansion from Pairwise Semantics
Zhiqiang Zhong ⋅ Jun Pang
[ OpenReview] 
Poster
None
PAAC: Privacy-Aware Agentic Device-Cloud Collaboration
Liangqi Yuan ⋅ Wenzhi Fang ⋅ Shiqiang Wang ⋅ Christopher Brinton
[ OpenReview] 
Poster
None
TARP: Trace-Anchored Regularization Prior for Retaining Stepwise Reasoning
Wei Li ⋅ Tao Feng ⋅ Hangjie Yuan ⋅ Aojun Lu ⋅ Yanan Sun
[ OpenReview] 
Poster
None
Split-and-scale Latent 3D Representations
Dorian Chan ⋅ Muhammed Kocabas ⋅ Xiaoming Zhao ⋅ Oncel Tuzel ⋅ Jen-Hao Chang
[ OpenReview] 
Poster
None
OHATP: Graph Anomaly Detection with Orthogonal-Hyperspherical Augmentation and Topology Perception
yihang qiu ⋅ Yi Zhang ⋅ Di Xiong ⋅ Ge Gao ⋅ Shuo Chen
[ OpenReview] 
Poster
None
Unlocking Fine-Grained Perception in CLIP via Structurally-Aware Latent Masked Modeling
Juntong Li ⋅ Lingwei Dang ⋅ Haomin Wu ⋅ Ziyan Qiu ⋅ Qingxin Xiao ⋅ Qingyao Wu
[ OpenReview] 
Poster
None
Euler-Mamba: Learning Resolution-Invariant State Evolution on Polar Manifolds for Asymmetric Pansharpening
Mengting Ma ⋅ Anqi Zhu ⋅ Yizhen Jiang ⋅ Chengfu Ding ⋅ Wei Zhang
[ OpenReview] 
Poster
None
Memorize Theorems, Not Instances: Probing SFT Generalization through Mathematical Reasoning
Ruiying Peng ⋅ Mengyu Yang ⋅ Jing Lei ⋅ Xiao-Hui Li ⋅ Xueyu Wu ⋅ Xinlei Chen
[ OpenReview] 
Poster
None
Resilient Latent Readouts for Long-Context Question Answering
Jingyi Liao ⋅ Wenhao Sun ⋅ YITING LI ⋅ Zhao Jin ⋅ Khin Mi Mi Aung ⋅ Xun Xu ⋅ Zhuoyi Lin ⋅ Rong-Cheng Tu ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
NINJA: A Navigator–Inspector Joint Architecture for Context-Efficient Issue Localization
Wenkai Fang ⋅ Shunyu Liu ⋅ Wei Luo ⋅ Zihao Wu ⋅ Yang Zhou ⋅ Tongya Zheng ⋅ Wotao Yin ⋅ Jialie Shen ⋅ Leszek Rutkowski ⋅ Mingli Song ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Training-Free Generative Sampling via Moment-Matched Score Smoothing
Zhenyu Yao ⋅ Daniel Paulin
[ OpenReview] 
Poster
None
Imitation Dominates Reinforcement: Direct In-Context RL Is Closer to ICL Than RL
Minchan Kwon ⋅ Seunghee Koh ⋅ Sunghyun Baek ⋅ Minsung Bae ⋅ Junmo Kim
[ OpenReview] 
Poster
None
TriBet: Relative E-values for Online Machine-generated Text Detection
Xunye Tian ⋅ Zhijian Zhou ⋅ Liuhua Peng ⋅ Jared Collette ⋅ Dino Sejdinovic ⋅ Yue Yang ⋅ Feng Liu
[ OpenReview] 
Poster
None
PVFormer: Proper Velocity Transformer for Stable and Scalable Hyperbolic Representation Learning
Xianglong Shi ⋅ Nicu Sebe ⋅ Bernhard Schölkopf ⋅ Ziheng Chen
[ OpenReview] 
Poster
None
Taming the Tails: Why Distributionally Robust Optimization Needs New Theory for Imbalanced Regression
Nathaniel Kang
[ OpenReview] 
Poster
None
Mixture-of-Top-$k$ Attention: Efficient Attention as Scalable Fast Weights
Qishuai Wen ⋅ Zhiyuan Huang ⋅ meng xianghan ⋅ Wei He ⋅ Chun-Guang Li
[ OpenReview] 
Poster
None
Generalized Priority-Aware Shapley Value
Kiljae Lee ⋅ Ziqi Liu ⋅ Weijing Tang ⋅ Yuan Zhang
[ OpenReview] 
Poster
None
Interactive Combinatorial Reinforcement Learning for Knowledge Graph Reasoning
Jun Nie ⋅ Yonggang Zhang ⋅ Tongliang Liu ⋅ Chengqi Zhang ⋅ Xinmei Tian ⋅ Bo Han
[ OpenReview] 
Poster
None
Action Chunking Proximal Policy Optimization with Feedback Correction
Sanghyun Hahn ⋅ Jonghyun Choi
[ OpenReview] 
Poster
None
Decoupling Action from Egocentric Observation for World Simulation
Yue Ma ⋅ Pengjie Song ⋅ Xinyu Wang ⋅ Yi He ⋅ Zeqian Long ⋅ Fangneng Zhan ⋅ Kaichen Zhou ⋅ Hongyu Liu ⋅ Hongfa Wang ⋅ Peihao Li ⋅ haoyang huang ⋅ Nan Duan ⋅ Qifeng Chen
[ OpenReview] 
Poster
None
OpenCoF: Learning to Reason Through Video Generation
Xinyan Chen ⋅ Renrui Zhang ⋅ Ziyu Guo ⋅ Dongzhi JIANG ⋅ Hongsheng Li
[ OpenReview] 
Poster
None
Generalised Linear Models in Deep Bayesian RL with Learnable Basis Functions
Jingyang You ⋅ Hanna Kurniawati
[ OpenReview] 
Poster
None
Register Anything Model for Generalizable and Robust Point Cloud Registration
Zheng Qin ⋅ Junhua Xi ⋅ Yan Huang ⋅ JiaHong Lai ⋅ Anwen Huang ⋅ Qiong Li ⋅ Guangda Zhang ⋅ Kai Xu
[ OpenReview] 
Poster
None
TrackFish3D: Self-Supervised 3D Tracking of Schooling Fish from Multi-view Videos
Patt Phurtivilai ⋅ Zhiyang Dou ⋅ Yifan Wu ⋅ Kinfung Chu ⋅ Yuan Liu ⋅ Lei Yang ⋅ Wenping Wang ⋅ Taku Komura
[ OpenReview] 
Poster
None
Pairwise AUC Optimization Needs Corrective Power: A Unified View
Jia Chen ⋅ Zhiyong Yang ⋅ Shilong Bao ⋅ Qianqian Xu ⋅ Qingming Huang
[ OpenReview] 
Poster
None
Revisiting The Power of Closed-Form: Robust Deep Image Prototype Discovery via Scale Mixtures
Zhikang Xu ⋅ Jiarui Xing ⋅ Jian Wang
[ OpenReview] 
Poster
None
On the Overscaling Curse of Parallel Thinking: System Efficacy Contradicts Sample Efficiency
Yiming Wang ⋅ Zhuosheng Zhang ⋅ Rui Wang
[ OpenReview] 
Poster
None
Improved Regret bounds in Tabular Reinforcement Learning under Local Differential Privacy
Hugo Richard
[ OpenReview] 
Poster
None
SpRePE: A Spherical Geometry-Aware Position Embedding scheme for Vision Transformers
Qilong Jia ⋅ Yi Xiao ⋅ Wei Xue
[ OpenReview] 
Poster
None
CODA: Cohort- and Drift-aware Foundation Model for Multimodal Clinical Reasoning
Changshuo Liu ⋅ Jiaqi Zhu ⋅ Wenqiao Zhang ⋅ Xiaokui Xiao ⋅ Beng Chin Ooi
[ OpenReview] 
Poster
None
Plug-and-Play ADMM for Inverse Problems with Flow Matching Denoiser
Dibyanshu Kumar ⋅ Magda Gregorova
[ OpenReview] 
Poster
None
Not Only Where, But When: Temporal Scheduling for RLVR
Jinghao Zhang ⋅ Ruilin Li ⋅ Feng Zhao ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
AdaST: Adaptive Coupling for Spatial-Temporal Forecasting
Zhenyu Lei ⋅ Chenghao Liu ⋅ Yushun Dong ⋅ Qi Wang ⋅ Jundong Li
[ OpenReview] 
Poster
None
Proxy-Based Approximation of Shapley and Banzhaf Interactions
Santo Thies ⋅ Hubert Baniecki ⋅ R. Teal Witter ⋅ Eyke Hüllermeier ⋅ Maximilian Muschalik ⋅ Fabian Fumagalli
[ OpenReview] 
Poster
None
Co-evolution: A "One-to-many" LLM Fine-Tuning Paradigm
Dapeng Jiang ⋅ Haichuan Tan ⋅ Wenxuan Song ⋅ Dianqiao Lei ⋅ Shenqi Zong ⋅ Yanyan Lan
[ OpenReview] 
Poster
None
When Does Online Imitation Learning Help in LLM Post-Training? The Role of (Non-)Realizability Beyond Horizon
Huaqing Zhang ⋅ Jingchu Gai ⋅ Juno Kim ⋅ Bingbin Liu ⋅ Andrej Risteski
[ OpenReview] 
Poster
None
A Comprehensive View of Fairness through Distributional Stability
Gayane Taturyan ⋅ Charlotte Laclau ⋅ Stephan Clémençon
[ OpenReview] 
Poster
None
DISTMOE: Rehearsal-free Routing in Mixture-of-Experts for Distributed Instruction Tuning
Mainak Singha ⋅ Niccolò Biondi ⋅ Elisa Ricci ⋅ Subhankar Roy
[ OpenReview] 
Poster
None
H-GenPO: Hierarchical Generative Policy Optimization via the Option-Critic Framework
Wonhyeok Choi ⋅ Minwoo Choi ⋅ Jaeyeul Kim ⋅ Kyumin Hwang ⋅ Jongmin Gim ⋅ Sunghoon Im
[ OpenReview] 
Poster
None
Polynomial-Time Algorithm for Thiele Voting Rules with Voter Interval Preferences
Pasin Manurangsi ⋅ Krzysztof Sornat
[ OpenReview] 
Poster
None
Integral Probability Boundaries
Bogdan Kulynych ⋅ Shahab Asoodeh
[ OpenReview] 
Poster
None
Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion
Georgios Batzolis ⋅ Mark Girolami ⋅ Luca Ambrogioni
[ OpenReview] 
Poster
None
The Silent Hyperparameter: Quantifying the Impact of Inference Backends on LLM Reproducibility
David Pape ⋅ Jonathan Evertz ⋅ Lea Schönherr
[ OpenReview] 
Poster
None
ORCA: Hunting Compositional Failures in Text-to-Image Diffusion
Arshia Hemmat ⋅ Amirhossein Vahidi ⋅ Amitis Shidani ⋅ Mohammad V Sanian ⋅ Hesam Asadollahzadeh ⋅ Aryan Y Parast ⋅ Mohammad Lotfollahi
[ OpenReview] 
Poster
None
Random Matrix Theory of Early-Stopped Gradient Flow: A Transient BBP Scenario
Florentin Coeurdoux ⋅ Grégoire Ferré ⋅ jean-philippe bouchaud
[ OpenReview] 
Poster
None
Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization
Clément Bonet ⋅ Pierre-Cyril Aubin-Frankowski ⋅ Youssef Mroueh
[ OpenReview] 
Poster
None
DropKV: Decoupling Residual-Output Perturbation for Near-Optimal KV-Cache Eviction
Aozhong Zhang ⋅ Selcuk Gurses ⋅ Yanxia Deng ⋅ Naigang Wang ⋅ Chi-Chun (Charlie) Liu ⋅ Davis Wertheimer ⋅ Derrick Liu ⋅ Xin Li ⋅ Zi Yang ⋅ Felix X.-.F Ye ⋅ Penghang Yin
[ OpenReview] 
Poster
None
Uncertainty Quantification of Least Squares Estimator for Generalized Orthogonal Procrustes Problems
Shenghan Luo
[ OpenReview] 
Poster
None
Adaptive auditing of AI systems with anytime-valid guarantees
Siyu Zhou ⋅ Patrick Vossler ⋅ Venkatesh Sivaraman ⋅ Yifan Mai ⋅ Jean Feng
[ OpenReview] 
Poster
None
HiLoc: A Hierarchical Representation Method for Spatial Localization in Multimodal Large Language Models
Evelyn Zhang ⋅ Fufu Yu ⋅ Hanjun Li ⋅ Aoqi Wu ⋅ Ke Yan ⋅ Shouhong Ding ⋅ Tianhe Ren ⋅ Xinting Hu ⋅ Xiaojuan Qi ⋅ Li Jiang ⋅ Jiaya Jia
[ OpenReview] 
Poster
None
Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models
Samuele Bortolotti ⋅ Emanuele Marconato ⋅ Andrea Pugnana ⋅ Andrea Passerini ⋅ Stefano Teso
[ OpenReview] 
Poster
None
Learning CLI Agents with Structured Action Credit under Selective Observation
Haoyang Su ⋅ Ying Wen
[ OpenReview] 
Poster
None
FLoRA-Chef: Making A Good LoRA Recipe in Federated Generalization
Wenwen He ⋅ Wenke Huang ⋅ Yiyan Qi ⋅ He Li ⋅ Ming Hu ⋅ Yi Liu ⋅ Guansong Pang
[ OpenReview] 
Poster
None
Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Models
Yunbei Zhang ⋅ Shuaicheng Niu ⋅ Chengyi Cai ⋅ Feng Liu ⋅ Jihun Hamm
[ OpenReview] 
Poster
None
Generalizing the Geometry of Model Merging Through Fréchet Averages
Marvin da Silva ⋅ Mohammed Adnan ⋅ Felix Dangel ⋅ Sageev Oore
[ OpenReview] 
Poster
None
Revitalizing Medical Time Series with Vision-Informed Retrieval: A Vision-Language Perspective
Guoqi Yu ⋅ Juncheng Wang ⋅ Shujun Wang
[ OpenReview] 
Poster
None
Test-Time Sequential Steering of Diffusion Models via Preconditioned Crank-Nicolson
Joel Keller ⋅ Taos Transue ⋅ Qin Li ⋅ Shih-Hsin Wang ⋅ Bao Wang
[ OpenReview] 
Poster
None
Depth Exploration for LLM Decoding
Weisi Yang ⋅ Zipeng Sun ⋅ Stephen Xia
[ OpenReview] 
Poster
None
Learning Cultural Vectors for Cross-Cultural Generation
Sina Malakouti ⋅ Deepti Ghadiyaram ⋅ Boqing Gong ⋅ Adriana Kovashka
[ OpenReview] 
Poster
None
Minimax-Optimal Transformer Classification for Functional Data with Dense-Sparse Phase Transition
Shuoyang Wang ⋅ Yidan Tian ⋅ Guanqun Cao
[ OpenReview] 
Poster
None
Reinforcement World Model Learning for LLM-based Agents
Xiao Yu ⋅ Baolin Peng ⋅ Ruize Xu ⋅ yelong shen ⋅ Pengcheng He ⋅ Suman Nath ⋅ Nikhil Singh ⋅ Jianfeng Gao ⋅ Zhou Yu
[ OpenReview] 
Poster
None
LEVDA: Latent Ensemble Variational Data Assimilation via Differentiable Dynamics
Phillip Si ⋅ Peng Chen
[ OpenReview] 
Poster
None
Temporal Pair Consistency for Flow Matching
Chika Maduabuchi ⋅ Jindong Wang
[ OpenReview] 
Poster
None
Reinforcement Learning with Multi-Step Lookahead Information Via Adaptive Batching
Nadav Merlis
[ OpenReview] 
Poster
None
Holistic EvoLution via Intrinsic eXchange for Unified Multimodal Models
Shenghao Dong ⋅ Yuhang Yu ⋅ Bo Li ⋅ Jinwei Chen ⋅ Hao Zhang
[ OpenReview] 
Poster
None
ReGenHuman: Re-Generating Human Appearances for Realistic Full-Body Video Anonymization
Adam Sun ⋅ Eshaan Barkataki ⋅ Arnold Milstein ⋅ Gordon Wetzstein ⋅ Ehsan Adeli
[ OpenReview] 
Poster
None
Training-free Spatially Grounded Geometric Shape Encoding
Yuhang He
[ OpenReview] 
Poster
None
FlashFFN: Multi-Head Decomposition Enables I/O-Aware Feed-Forward Network
Minshen Zhang ⋅ Xiang Hu ⋅ Jianguo Li ⋅ Wei Wu ⋅ Kewei Tu
[ OpenReview] 
Poster
None
LoRIF: Low-Rank Influence Functions for Scalable Training Data Attribution
Shuangqi Li ⋅ Hieu Le ⋅ Jingyi Xu ⋅ Mathieu Salzmann
[ OpenReview] 
Poster
None
Inertia-1: An Open Exploration of Wearable Motion Foundation Models
Zongzhe Xu ⋅ Aakarsh Anand ⋅ Sarah Jiang ⋅ Chuntung Zhuang ⋅ Zitao Shuai ⋅ Sriram Sankararaman ⋅ Yuzhe Yang
[ OpenReview] 
Poster
None
Avoiding Feature Collapse in Graph ODEs via Hysteretic Topology Evolution
Qinhan Hou ⋅ Jing Tang
[ OpenReview] 
Poster
None
Controllable Multi-label Video Safety Detection via Adaptive Tversky Policy Optimization
Guangyu Yang ⋅ Jingbiao Mei ⋅ Mingsheng Sun ⋅ Jinghong Chen ⋅ Yingtong Bu ⋅ Pengda Qin ⋅ Da Chen ⋅ Bill Byrne
[ OpenReview] 
Poster
None
Simple KNN-Based Outlier Detection Achieves Robust Clustering
Tianle Jiang ⋅ Yufa Zhou
[ OpenReview] 
Poster
None
Behavior-Discriminative Reward Shaping for Reward-Robust Reinforcement Learning
Zixuan Liu ⋅ Fangzheng Wu ⋅ Brian Summa ⋅ Zizhan Zheng
[ OpenReview] 
Poster
None
Permanent and Transient Representations for Continual Reinforcement Learning
Nishanth Anand ⋅ Doina Precup
[ OpenReview] 
Poster
None
Language Model Memory and Memory Models for Language
Benjamin L Badger
[ OpenReview] 
Poster
None
Non-Expanding Gated Continued Fraction Architecture for Feedforward Layers in Language Models
Amit Dhurandhar ⋅ Vijil Chenthamarakshan ⋅ Karthikeyan Natesan Ramamurthy ⋅ Dennis Wei ⋅ Rahul Nair
[ OpenReview] 
Poster
None
AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs
Haizhong Zheng ⋅ Yizhuo Di ⋅ Jiahui Wang ⋅ Shuowei Jin ⋅ Xueshen Liu ⋅ Yongji Wu ⋅ Zhuoqing Morley Mao ⋅ Ion Stoica ⋅ Jiawei Zhao ⋅ Beidi Chen
[ OpenReview] 
Poster
None
Structural Causal Bottleneck Models
Simon Bing ⋅ Jonas Wahl ⋅ Jakob Runge
[ OpenReview] 
Poster
None
Uncertainty as an Underconstrained Axis in Lossy Compression
Enzo Tartaglione
[ OpenReview] 
Poster
None
Does Sparse Connectivity Improve Generalization? Convolutional Networks Below the Edge of Stability
Tongtong Liang ⋅ Esha Singh ⋅ Rahul Parhi ⋅ Alex Cloninger ⋅ Yu-Xiang Wang
[ OpenReview] 
Poster
None
The Subjectivity of Monoculture
Nathanael Jo ⋅ Nikhil Garg ⋅ Manish Raghavan
[ OpenReview] 
Poster
None
Exact Topological Compliance: Generating Persistence-Equivalent Graphs
Mattie Ji ⋅ Indradyumna Roy ⋅ Vikas Garg
[ OpenReview] 
Poster
None
Dual Dimensionality for Local and Global Attention
Zhiyuan Wang ⋅ Xuan Luo ⋅ Sirui Zeng ⋅ Xifeng Yan
[ OpenReview] 
Poster
None
Language Model Goal Selection Differs from Humans' in a Self-Directed Learning Task
Gaia Molinaro ⋅ Dave August ⋅ Danielle Perszyk ⋅ Anne Collins
[ OpenReview] 
Poster
None
Intelligence per Watt: Measuring Intelligence Efficiency of Local AI
Jon Saad-Falcon ⋅ Avanika Narayan ⋅ Hakki Akengin ⋅ J. W Griffin ⋅ Herumb Shandilya ⋅ Adrian G Lafuente ⋅ Medhya Goel ⋅ Rebecca Joseph ⋅ Shlok Natarajan ⋅ Etash Guha ⋅ Shang Zhu ⋅ Ben Athiwaratkun ⋅ Azalia Mirhoseini ⋅ Christopher Ré
[ OpenReview] 
Poster
None
Dynamical Adapter Fusion: Constructing A Global Adapter for Pre-Trained Model-based Class-Incremental Learning
RuiQi Liu ⋅ Boyu Diao ⋅ Zijia An ⋅ Runjie Shao ⋅ Feixiang Ge ⋅ Zhulin An ⋅ Fei Wang ⋅ Yongjun Xu
[ OpenReview] 
Poster
None
What Do Audio Models Really Hear? Layer Selection and Mechanistic Structure in Sound Representations
Arnesh Batra
[ OpenReview] 
Poster
None
CTM-AI: A Blueprint for General AI Inspired by a Model of Consciousness
Haofei Yu ⋅ Yining Zhao ⋅ Lenore Blum ⋅ Manuel Blum ⋅ Paul Liang
[ OpenReview] 
Poster
None
Quantum Composite Hypothesis Testing with Small Error
Chenghua Liu ⋅ Qisheng Wang
[ OpenReview] 
Poster
None
Load Balancing Mixture of Experts with Similarity Preserving Routers
Nabil Omi ⋅ Siddhartha Sen ⋅ Ali Farhadi
[ OpenReview] 
Poster
None
Language-Assisted Image Clustering Guided by Discriminative Relational Signals and Adaptive Semantic Centers
Jun Ma ⋅ Xu Zhang ⋅ Zhengxing Jiao ⋅ Yaxin Hou ⋅ Hui LIU ⋅ Junhui Hou ⋅ Yuheng Jia
[ OpenReview] 
Poster
None
How Do Language Models Compose Functions?
Apoorv Khandelwal ⋅ Ellie Pavlick
[ OpenReview] 
Poster
None
MoCA: Mixture-of-Components Attention for Scalable Compositional 3D Generation
Zhiqi Li ⋅ Wenhuan Li ⋅ Tengfei Wang ⋅ Zhenwei Wang ⋅ Junta Wu ⋅ Haoyuan Wang ⋅ Yunhan Yang ⋅ Zehuan Huang ⋅ YANG LI ⋅ Chunchao Guo ⋅ Peidong Liu
[ OpenReview] 
Poster
None
Unveiling Memorization–Generalization Coexistence: A Case Study on Arithmetic Tasks with Label Noise
Linyu Liu ⋅ Pinyan Lu
[ OpenReview] 
Poster
None
Generating the Unheard: Phylogeny-Guided Latent Generation for Ancestral Sound Reconstruction
Tianyi Xu ⋅ Shrinaath Narasimhan ⋅ Evan Gorstein ⋅ Santiago Perea ⋅ Yunyi Shen ⋅ Claudia Solis-Lemus
[ OpenReview] 
Poster
None
Individuals Matter: Improving Deep Multi-View Clustering via Explicit Single-View Enhancement
Hanyang Li ⋅ Yanzheng Wang ⋅ Yaxin Hou ⋅ Zhengxing Jiao ⋅ Hao Chen ⋅ Yuheng Jia
[ OpenReview] 
Poster
None
HOGWARTS: Mitigating Perspective Distortion for 6DoF Head Pose Estimation via Virtual Camera Space
Sungho Chun ⋅ Ju Yong Chang
[ OpenReview] 
Poster
None
Position-aware eXplanation: A Model-Agnostic Framework for Positional Attributions
Chaehyeon Kim ⋅ Gary Weissman ⋅ Eric Wong
[ OpenReview] 
Poster
None
Adversarial Attack and Defense for Machine Learning in Statistical Physics
Zhao-Rong Lai ⋅ Qiantong Liang ⋅ Jian Weng
[ OpenReview] 
Poster
None
CURE: Coupled User-Grouped Reinforcement Learning for Cross-Domain Recommendation with Non-Overlapping Users
Hyeongjun Yun ⋅ Taesan Kim ⋅ Dongjoon Hong ⋅ Junui Hong ⋅ Jihoon Oh ⋅ Kijung Park ⋅ MinCheol Cho ⋅ Kihyuk Song ⋅ Jaegul Choo ⋅ Chung Park
[ OpenReview] 
Poster
None
Task Vector Geometry Underlies Dual Modes of Task Inference in Transformers
Hao Yan ⋅ Haolin Yang ⋅ Yiqiao Zhong
[ OpenReview] 
Poster
None
Cross Flow: One-Step Generation Across Latent and Pixel Spaces
Xiyuan Wang ⋅ Xiao Zhang ⋅ Yang Li ⋅ Ruoxi Jiang ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Muhan Zhang
[ OpenReview] 
Poster
None
Joint EM Image Super-Resolution and Segmentation with Semantic and Structural Priors
Jiateng Shou ⋅ Haoyuan Shi ⋅ Zhiwei Xiong
[ OpenReview] 
Poster
None
EP-Flow: Disordered Crystal Structure Prediction without Site-level Annotation
liu qiuliang ⋅ Liming Wu ⋅ Qi Li ⋅ Zhonglong Peng ⋅ Chang Chen ⋅ Wenbing Huang ⋅ Xiaolong Chen ⋅ Shifeng Jin
[ OpenReview] 
Poster
None
VSPO: Vector-Steered Policy Optimization for Controllable Model Behavior
Xuechen Zhang ⋅ Zijian Huang ⋅ Kai Yang ⋅ Weijia Zhang ⋅ Jiasi Chen ⋅ Samet Oymak
[ OpenReview] 
Poster
None
RoLL: Robust Low-Rank Learning via Nesterov Momentum
Zhaojun Hu ⋅ Wenchen Liu ⋅ Ting Wei ⋅ Biao Mei ⋅ Yifan Sun
[ OpenReview] 
Poster
None
Image2Sim: Scaling Embodied Navigation via Generative Neural Simulator
Zihan Wang ⋅ Seungjun Lee ⋅ Yinghao Xu ⋅ Gim Hee Lee
[ OpenReview] 
Poster
None
Reformulate LLM Reinforcement Learning for Stable Training under Black-box Discrepancy
Jiashun Liu ⋅ Runze Liu ⋅ Xu Wan ⋅ Jing Liang ⋅ Hongyao Tang ⋅ Ling Pan
[ OpenReview] 
Poster
None
Randomized Kriging Believer For Parallel Bayesian Optimization With Regret Bounds
Shuhei Sugiura ⋅ Ichiro Takeuchi ⋅ Shion Takeno
[ OpenReview] 
Poster
None
DC-Ocean: Deep Latent Compression for Global High-Resolution Ocean Forecasting
Yuxiang Li ⋅ Qiusheng Huang ⋅ Hao Li
[ OpenReview] 
Poster
None
Structurally Separated DAG Learning with Multi-Scale Normalized Closure
Shuai Feng ⋅ Hao Yan
[ OpenReview] 
Poster
None
METRO: Metric-Enhanced Token Routing Operator
Nodens Koren ⋅ Thomas Hofmann ⋅ Georgios Kissas
[ OpenReview] 
Poster
None
CRESiST: Self-Enhancing Exploritive Policy Learning for Simultaneous Speech Translation
Chenyang Le ⋅ Pei Zhang ⋅ Yuxiang Chen ⋅ Xi Chen ⋅ Bing Han ⋅ Derek Wong ⋅ Baosong Yang ⋅ Yanmin Qian
[ OpenReview] 
Poster
None
Post-ADC Inference: Valid Inference After Active Data Collection
Shuichi Nishino ⋅ Tomohiro Shiraishi ⋅ Teruyuki Katsuoka ⋅ Ichiro Takeuchi
[ OpenReview] 
Poster
None
Advectra: Asymmetric Latent Transport for Non-Stationary Physics
Nodens Koren ⋅ Thomas Hofmann ⋅ Georgios Kissas
[ OpenReview] 
Poster
None
Distributed Online Convex Optimization with Compressed Communication: Optimal Regret and Applications
Sifan Yang ⋅ Danyue Li ⋅ Lijun Zhang
[ OpenReview] 
Poster
None
Dynamic Representation Modeling for Federated Medical Image Domain Generalization
Yuxi Ma ⋅ Lin Zhao ⋅ Jing Yang ⋅ jiacheng wang ⋅ Liansheng Wang
[ OpenReview] 
Poster
None
Bet Imaginatively, not Historically in Independent-Data Sequential Testing
Nathaniel Xu ⋅ Feng Liu ⋅ Danica J. Sutherland
[ OpenReview] 
Poster
None
Seeing Beyond the Next Step: World-Model-Guided Human-Like Navigation in Multi-Agent Scenes
SEONGEUN HONG ⋅ JuYeong Hwang ⋅ Jinhyun Kim ⋅ Hanyoung Jang ⋅ Hyeongyeop Kang
[ OpenReview] 
Poster
None
Per-Starting-Point Plausibility and Diversity Bounds for Score-Based Diffusion Models
Minh Quang Nguyen ⋅ Hady Lauw
[ OpenReview] 
Poster
None
State-Action Selection in General Stochastic Games under Regularized Policy Gradient Methods
Omar Abbadi ⋅ Rida Laraki ⋅ Panayotis Mertikopoulos
[ OpenReview] 
Poster
None
SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing
Jialong Sun ⋅ Zeming Wei ⋅ Jiaxuan Zou ⋅ Jiacheng Gong ⋅ Chengyang Dong ⋅ Jie Fu ⋅ Heng Xu ⋅ Jialong Li ⋅ Bo Liu
[ OpenReview] 
Poster
None
Test time training enhances in-context learning of nonlinear functions
Kento Kuwataka ⋅ Taiji Suzuki
[ OpenReview] 
Poster
None
Auditing Instruction Robustness in Vision-Language-Action Models via Diversity-Aware Red Teaming
Baoshun Tong ⋅ Haoran He ⋅ Yang Liu ⋅ Ling Pan ⋅ Liang Lin
[ OpenReview] 
Poster
None
ADKV: A Low-Overhead Adaptive Delta Quantization for KV Cache in LLM Inference
Honghao Jia ⋅ Zhenxing Li ⋅ Jialiang Guo ⋅ Jiacheng Gan
[ OpenReview] 
Poster
None
ReorgGS: Equivalent Distribution Reorganization for 3D Gaussian Splatting
Luchao Wang ⋅ Kaimin Liao ⋅ Hua Wang ⋅ Qian Ren ⋅ Zhi Chen ⋅ Yaohua Tang
[ OpenReview] 
Poster
None
Exploring the Epipolar Consistency for Light Field Deraining
Chen Gao ⋅ Youfang Lin ⋅ Wenbin Wang ⋅ Shuo Zhang
[ OpenReview] 
Poster
None
Logit-Conditioned Diffusion Decoding for Frozen Discrete-Token VLMs
Ji Woo Hong ⋅ Hee Suk Yoon ⋅ Gwanhyeong Koo ⋅ Eunseop Yoon ⋅ SooHwan Eom ⋅ Qi Dai ⋅ Chong Luo ⋅ Chang Yoo
[ OpenReview] 
Poster
None
Self-Evolution Reasoner: Continuous Optimization via Policy-Intrinsic Exploration and Exploitation
Wenhang Shi ⋅ Yiren Chen ⋅ Zhe Zhao ⋅ Jinhao Dong ⋅ WEI LU ⋅ Xiaoyong Du
[ OpenReview] 
Poster
None
Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning
Haoxuan Chen ⋅ Tianming Liang ⋅ Wei-Shi Zheng ⋅ Jian-Fang Hu
[ OpenReview] 
Poster
None
On the Memorization of Consistency Distillation for Diffusion Models
Bingqing Jiang ⋅ Difan Zou
[ OpenReview] 
Poster
None
Efficient Knowledge Transfer in Federated Bayesian Optimization through Neural Network Surrogates
Alexander Gräfe ⋅ Max van Gemmeren ⋅ Paul Brunzema ⋅ Sebastian Trimpe
[ OpenReview] 
Poster
None
Reward Budgeting Reduces Premature Convergence in Reinforcement Learning for LLM Reasoning
Mengni Jia ⋅ Mengyu Zhou ⋅ xiaoxi jiang ⋅ Guanjun Jiang
[ OpenReview] 
Poster
None
From Anti-Forgetting to Fast Adaptation: Continual Reinforcement Learning with World Models
Qiyang Zhou ⋅ Yuliang Cai ⋅ Peng Wang ⋅ Senquan Yi ⋅ Yanming Li ⋅ Haobo Fu ⋅ Li Shen
[ OpenReview] 
Poster
None
Assistive Dueling Bandits: No-Regret Algorithms for Assisting No-Regret Users
Mark Bedaywi ⋅ Cassidy Laidlaw ⋅ Austin Tripp ⋅ Nika Haghtalab
[ OpenReview] 
Poster
None
Manifold-Aligned Adversarial Perturbation for Anti-Customization under Diffusion-based Purification
Ruotian Liu ⋅ Zhen Chen ⋅ Zhiguo Yang ⋅ Xiangyu Yin ⋅ Peipei Xu ⋅ Wenjie Ruan
[ OpenReview] 
Poster
None
Phaedra: Learning High-Fidelity Discrete Tokenization for the Physical Sciences
Levi Lingsch ⋅ Georgios Kissas ⋅ Johannes Jakubik ⋅ Siddhartha Mishra
[ OpenReview] 
Poster
None
Steering Optimisation Trajectories in Diffusion Representation Learning
Rajat Rasal ⋅ Tian Xia ⋅ Avinash Kori ⋅ Ben Glocker
[ OpenReview] 
Poster
None
Learning Survival Models with Right-Censored Reporting Delays
Shikuri Yuta ⋅ Hironori Fujisawa
[ OpenReview] 
Poster
None
Edit-R2: Context-Aware Reinforcement Learning for Multi-Turn Image Editing
Yuxiao YE ⋅ Haoran He ⋅ Fangyuan Kong ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Ling Pan
[ OpenReview] 
Poster
None
A Subgoal-driven RL Framework for Improving Long-Horizon Web Agents
Taiyi Wang ⋅ Sian Gooding ⋅ Florian Hartmann ⋅ Oriana Riva ⋅ Edward Grefenstette
[ OpenReview] 
Poster
None
Geometry-Aware Optimal Transport: Fast Intrinsic Dimension and Wasserstein Distance Estimation
Ferdinand Genans ⋅ Olivier Wintenberger
[ OpenReview] 
Poster
None
ECHO: Continuous Hierarchical Memory for Vision-Language-Action Models
Yanbin Hu ⋅ Jin Cui ⋅ Jiayi Lu ⋅ Ruixuan Yang ⋅ Jun Ye ⋅ Boran Zhao ⋅ Xingyu Chen ⋅ Xuguang Lan ⋅ Pengju Ren
[ OpenReview] 
Poster
None
Incremental Learning in Transformers for In-Context Associative Recall
Aditya Vardhan Varre ⋅ Nicolas Flammarion
[ OpenReview] 
Poster
None
Secure Seed-Based Multi-bit Watermarking for Diffusion Models from First Principles
Enoal Gesny ⋅ Eva Giboulot
[ OpenReview] 
Poster
None
Human-Inspired, Task-Dimension-Guided Exploration for Efficient Learning and Transfer in High Dimensions
Fanyu Zhu ⋅ Jiahui An ⋅ Ni Ji
[ OpenReview] 
Poster
None
Density-Ratio Losses for Post-Hoc Learning to Defer
Alexander Soen ⋅ Ragnar Thobaben ⋅ Joakim Jaldén ⋅ Richard Nock
[ OpenReview] 
Poster
None
Efficient Memory Crystallization for Graph Learning under Non-Stationary Distribution Shifts
Yue Hou ⋅ Ruomei Liu ⋅ Yingke Su ⋅ Wu Junran ⋅ Ke Xu
[ OpenReview] 
Poster
None
ToLD: Efficient Time Series Forecasting via Tokenized Truncated Latent Diffusion
Jiayi Tian ⋅ Jiaze Wang ⋅ Wenzhe zhao ⋅ Tian Xia ⋅ Pengju Ren
[ OpenReview] 
Poster
None
The Multiscale Single-Index Model: A Toy Model for Hierarchical Feature Learning
Gordon Dai ⋅ Joan Bruna
[ OpenReview] 
Poster
None
ZetaEvolve: Learning to Search through History-Conditioned Potential Value
Jiyang Shen ⋅ Xiaojing Zhang ⋅ Bochen Lyu ⋅ Zhanxing Zhu
[ OpenReview] 
Poster
None
A Revisit of Hamiltonian Monte Carlo Efficiency on Bayesian Neural Networks
Cuong Ngoc Nguyen ⋅ Lam Ho ⋅ Vu Dinh ⋅ Georgios Karagiannis ⋅ Cuong V. Nguyen
[ OpenReview] 
Poster
None
Solver-Aware Decompositions for Programming-by-Example: When Dividing Requires Knowing how to Conquer
Janis Zenkner ⋅ Tobias Sesterhenn ⋅ Tim Grams ⋅ Christian Bartelt
[ OpenReview] 
Poster
None
Distribution Free Fourier Sparsity Testing
Arijit Ghosh ⋅ Manmatha Roy
[ OpenReview] 
Poster
None
Measure Less, Know More: Self-Supervised Test-Time Feature Acquisition
Eeshaan Jain ⋅ Linus Bleistein ⋅ Bart Deplancke ⋅ Charlotte Bunne
[ OpenReview] 
Poster
None
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
Haozhen Zhang ⋅ Quanyu Long ⋅ Jianzhu Bao ⋅ Tao Feng ⋅ Weizhi Zhang ⋅ Haodong Yue ⋅ Wenya Wang
[ OpenReview] 
Poster
None
Isotropic Activation Functions Enable Deindividuated Neurons and Adaptive Topologies
George Bird
[ OpenReview] 
Poster
None
Optimize Once, Execute Fast: Latency-Aware Multi-Agent Workflow Learning for Recurrent Queries
Enpei Zhang ⋅ Feiyu Qu ⋅ Zheng Huang ⋅ Dawei Zhou ⋅ Elynn Chen ⋅ Yujun Yan
[ OpenReview] 
Poster
None
Safe Evolution with Circuit Anchors
Yan Liu ⋅ Jie Fu ⋅ Tsung-Yi Ho
[ OpenReview] 
Poster
None
LASER: Latent Space Adjoint Matching for Support Constrained Entropy Regularized Offline RL
Songyuan Zhang ⋅ Oswin So ⋅ Eric Yu ⋅ Matthew Cleaveland ⋅ Peter Crowley-Dolen ⋅ Chuchu Fan
[ OpenReview] 
Poster
None
RefineTok: Scale-Wise Tokenization for Progressive Visual Refinement
Yitian Zhang ⋅ Long Mai ⋅ Yizhou Wang ⋅ Yun Fu
[ OpenReview] 
Poster
None
GCD: GCM-consistent Diffusion for Zero-shot Downscaling across Heterogeneous GCMs
瑞安 领带 ⋅ Wenbo Xiong ⋅ Zhengyu Shi ⋅ Xinyu Su ⋅ 江晨雨 ⋅ Libo Wu ⋅ Hao Li
[ OpenReview] 
Poster
None
MorphoGen: Free-Form XML Evolution for Robot Morphology Design
Hongyuan Su ⋅ Yu Zheng ⋅ Yong Li
[ OpenReview] 
Poster
None
Remembering What Matters: From Markovian to Subtask-Causal Memory in VLA Policies
Peishuo Wang ⋅ Fengshuo Bai ⋅ Yufeng Li ⋅ Tawei Chou ⋅ Yinda Xu ⋅ Ying Wen ⋅ Yaodong Yang ⋅ Chen Gao ⋅ Zhenzhe Zheng ⋅ Fan Wu
[ OpenReview] 
Poster
None
EmoTrack: Robust Depression Tracking from Counseling Transcripts across Session Regimes
Zhaomin Wu ⋅ Jiayi Li ⋅ Bingsheng He
[ OpenReview] 
Poster
None
Refinement as a Service: Algorithmic Predictor Refinement
Wei Tang ⋅ Hanrui Zhang
[ OpenReview] 
Poster
None
Paloma: Phase-Conditioned Residual Modulation for Time Series Forecasting
Jingru Fei ⋅ Kun Yi ⋅ Wei Fan ⋅ Qi Zhang ⋅ Zhendong Niu
[ OpenReview] 
Poster
None
Bellman Contraction under MMD: A Unified Framework
Baptiste Debes ⋅ Tinne Tuytelaars
[ OpenReview] 
Poster
None
Perturb, Repair, Verify: Self-Play Vision-Language Verifiers for Compositional Understanding
Zijun Huang ⋅ Yingjun Du ⋅ Cees Snoek
[ OpenReview] 
Poster
None
Test-Time Compute Games
Ander Artola Velasco ⋅ Dimitrios Rontogiannis ⋅ Stratis Tsirtsis ⋅ Manuel Rodriguez
[ OpenReview] 
Poster
None
Geometric Alignment without Functional Equivalence: A Layer-wise Analysis of the Speech-Text Modality Gap
Ming-Hao Hsu ⋅ Xiaohai Tian ⋅ Jun Zhang ⋅ Lu Lu ⋅ Yuxuan Wang ⋅ Zhizheng Wu
[ OpenReview] 
Poster
None
RoPEMover: Depth-Aware Object Relocation via Positional Embeddings
Ipek Oztas ⋅ Duygu Ceylan ⋅ Aybars B Aksoy ⋅ Aysegul Dundar
[ OpenReview] 
Poster
None
Action Images: End-to-End Policy Learning via Multiview Video Generation
Haoyu Zhen ⋅ Zixian Gao ⋅ Qiao Sun ⋅ yilin zhao ⋅ Yuncong Yang ⋅ Yilun Du ⋅ Pengsheng Guo ⋅ Tsun-Hsuan Johnson Wang ⋅ Yi-Ling Qiao ⋅ Chuang Gan
[ OpenReview] 
Poster
None
Online Set Learning from Precision and Recall Feedback
Lee Cohen ⋅ Yishay Mansour ⋅ Shay Moran ⋅ Han Shao
[ OpenReview] 
Poster
None
Targeted Review for AI-Assisted Biodiversity Surveys: Active Continuous-Score Occupancy Modeling
Timm Haucke ⋅ Lauren Harrell ⋅ Justin Kay ⋅ Mary K Clapp ⋅ Sara Beery
[ OpenReview] 
Poster
None
An Õptimal Differentially Private PAC Learner for Concept Classes with VC Dimension 1
Chao Yan
[ OpenReview] 
Poster
None
SGD at the Edge of Stability: The Stochastic Sharpness Gap
Fangshuo Liao ⋅ Afroditi Kolomvaki ⋅ Anastasios Kyrillidis
[ OpenReview] 
Poster
None
Towards Precise Knowledge Distillation for Large Language Models via Knowledge Probing
Jiajun Liu ⋅ Yao He ⋅ Wenjun Ke ⋅ Peng Wang ⋅ Ziyu Shang ⋅ Guozheng Li ⋅ Zijie Xu
[ OpenReview] 
Poster
None
LEIA: Learned Environment for Interactive Architected Materials
Haiqian Yang ⋅ Yuan Cao ⋅ Markus Buehler
[ OpenReview] 
Poster
None
Sparse Reward Subsystem in Large Language Models
Guowei Xu ⋅ Mert Yuksekgonul ⋅ James Zou
[ OpenReview] 
Poster
None
Network of Theseus (Like the ship)
Vighnesh Subramaniam ⋅ Colin Conwell ⋅ Boris Katz ⋅ Andrei Barbu ⋅ Brian Cheung
[ OpenReview] 
Poster
None
Structure-Adaptive Estimation of Heterogeneous Treatment Effects with Kernel Methods
Seok-Jin Kim
[ OpenReview] 
Poster
None
Compositional Policy Optimization with Language Models
Wensen Mao ⋅ Yuanlin Duan ⋅ He Zhu
[ OpenReview] 
Poster
None
Qrita: High-performance Top-k and Top-p using Pivot-based Truncation and Selection
Jongseok Park ⋅ Sunga Kim ⋅ Alvin Cheung ⋅ Ion Stoica
[ OpenReview] 
Poster
None
Training with (Swap) Regret Loss in a Single-Layer Self-Attention Model: A Case Study on the Probability Simplex
Chanwoo Park ⋅ Asuman Ozdaglar
[ OpenReview] 
Poster
None
SP-CACW: Convergence-Aware Client Weighting for Selfish Personalized Learning
Yaron Kiselman ⋅ Kfir Y. Levy
[ OpenReview] 
Poster
None
LoRAcles: Self-Supervised Weight-Space Interpretability at Scale
Celeste De Schamphelaere ⋅ Jan Bauer ⋅ Neel Nanda ⋅ Euan Ong
[ OpenReview] 
Poster
None
The Power of Second Order Methods for Sequence Preconditioning
Annie Marsden ⋅ Elad Hazan
[ OpenReview] 
Poster
None
A Surrogate Perspective on Convergence of Fixed-Target DQN
Zichu Liu ⋅ Nneka M Okolo ⋅ Ryan D'Orazio ⋅ Danilo Vucetic ⋅ Ioannis Mitliagkas ⋅ Gauthier Gidel
[ OpenReview] 
Poster
None
Shuffle and Joint Differential Privacy for Generalized Linear Contextual Bandits
Sahasrajit Sarmasarkar
[ OpenReview] 
Poster
None
Functional Gradient Descent with Adaptive Representations
Daniel Csillag ⋅ Rodrigo Schuller ⋅ Pedro Dall’Antonia ⋅ Leonidas Guibas ⋅ Luiz Velho ⋅ Tiago Novello
[ OpenReview] 
Poster
None
A Scalable Measure of Loss Landscape Curvature for Analyzing the Training Dynamics of LLMs
Dayal Singh Kalra ⋅ Jean-Christophe Gagnon-Audet ⋅ Andrey Gromov ⋅ Ishita Mediratta ⋅ Kelvin Niu ⋅ Alexander Miller ⋅ Michael Shvartsman
[ OpenReview] 
Poster
None
Progressive Risk Estimation for Accident Anticipation
Samet Hicsonmez ⋅ Eray Çakar ⋅ Nermin Samet ⋅ Fatma Guney
[ OpenReview] 
Poster
None
FuRA: Full-Rank Parameter-Efficient Fine-Tuning with Spectral Preconditioning
Yequan Zhao ⋅ Ruijie (Ray) Zhang ⋅ Liyan Tan ⋅ Niall Moran ⋅ Tong Qin ⋅ Zheng Zhang
[ OpenReview] 
Poster
None
Free energy Estimation on Any State Space
Jiajun He ⋅ Zijing Ou ⋅ Francisco Vargas ⋅ Yingzhen Li ⋅ José Miguel Hernández-Lobato ⋅ Carles Domingo i Enrich ⋅ Yuanqi Du
[ OpenReview] 
Poster
None
Topological Invariance and Breakdown in Learning Dynamics
Yongyi Yang ⋅ Tomaso Poggio ⋅ Isaac Chuang ⋅ Liu Ziyin
[ OpenReview] 
Poster
None
Blocked Gibbs meets Diffusion Transformers: Unsupervised Learning for Constraint Optimization
Yudong Xu ⋅ Wenhao Li ⋅ Xiaoyu Wang ⋅ Scott Sanner ⋅ Elias Khalil
[ OpenReview] 
Poster
None
Distance Marching for Generative Modeling
Zimo Wang ⋅ Ishit Mehta ⋅ Haolin Lu ⋅ Xunpeng Huang ⋅ Chung-En Sun ⋅ Ge Yan ⋅ Lily Weng ⋅ Tzu-Mao Li
[ OpenReview] 
Poster
None
Adaptive Residual Quantization for Memory-Efficient Temporal Action Segmentation
Gerard L Donahue ⋅ Guven Gergerli ⋅ Ayush Gupta ⋅ Reza Ghoddoosian ⋅ Enna Sachdeva ⋅ Faizan Siddiqui
[ OpenReview] 
Poster
None
Variance Reduction for Expectations with Diffusion Teachers
Jesse Bettencourt ⋅ Xindi Wu ⋅ Matan Atzmon ⋅ James Lucas ⋅ Jonathan Lorraine
[ OpenReview] 
Poster
None
Learning to Trigger: Reinforcement Learning at the Large Hadron Collider
Zixin Ding ⋅ Shaghayegh Emami ⋅ Giovanna Salvi ⋅ Cecilia Tosciri ⋅ Abhijith Gandrakota ⋅ Jennifer Ngadiuba ⋅ Nhan Tran ⋅ Christian Herwig ⋅ David W Miller ⋅ Yuxin Chen
[ OpenReview] 
Poster
None
Subcritical Signal Propagation at Initialization in Normalization-Free Transformers
Sergey Alekseev
[ OpenReview] 
Poster
None
Cyclic Discrete Diffusion: A Novel Multi-Class Segmentation Refinement Technique
LIBO CHEN ⋅ Souvik Ghosh ⋅ Vinay Namboodiri
[ OpenReview] 
Poster
None
DROGO: Default Representation Objective via Graph Optimization in Reinforcement Learning
Hon Tik Tse ⋅ Marlos C. Machado
[ OpenReview] 
Poster
None
When Attribution Patching Lies: Diagnosis and a Second-Order Correction
Luyang Zhang ⋅ Jialu Wang
[ OpenReview] 
Poster
None
Geometry-Aware Zeroth-Order Optimization for Fine-Tuning Quantized LLMs
Shaocong Ma ⋅ Weidong Cai ⋅ Heng Huang
[ OpenReview] 
Poster
None
CI4A: Semantic Component Interfaces for Agents Empowering Web Automation
Zhi Qiu ⋅ Jiazheng Sun ⋅ Chenxiao Xia ⋅ Jun Zheng ⋅ Xin Peng
[ OpenReview] 
Poster
None
Lyapunov-Driven Optimistic Learning for Online Scheduling with Multi-Stage Tasks
Yutong Huang ⋅ Xin Liu
[ OpenReview] 
Poster
None
Multi-Objective Reinforcement Learning Using Routed Ensembles and Trajectory Attribution
Zhenshuo Zhang ⋅ Ruoxuan Xiong ⋅ Hongyang Zhang
[ OpenReview] 
Poster
None
GAE Falls Short in Imperfect-Information Self-Play Reinforcement Learning
Zhiyuan Fan ⋅ Gabriele Farina
[ OpenReview] 
Poster
None
Not all uncertainty is alike: volatility, stochasticity, and exploration
Payam Piray
[ OpenReview] 
Poster
None
Deep Minds and Shallow Probes
Su Hyeong Lee ⋅ Risi Kondor
[ OpenReview] 
Poster
None
MAST: Label-Efficient, Robust, and Generalizable Sound Detection for Biodiversity Monitoring via Masked Audio Pretraining and Self-Training
Tianyi Xu ⋅ Daniel Pimentel-Alarcón ⋅ Zuzana Buřivalová ⋅ Claudia Solis-Lemus
[ OpenReview] 
Poster
None
Speech Tokenizers are Vulnerable: Transferable Semantic Attack and Robust Tokenizer
Zhisheng Zhang ⋅ Yifan Mi ⋅ Yixuan Zhou ⋅ Haiyun Li ⋅ dongfu song ⋅ Shengbo Cai ⋅ Ziang Xu ⋅ Jie Hao ⋅ Zhiyong Wu
[ OpenReview] 
Poster
None
VSearcher: Long-Horizon Multimodal Search Agent via Reinforcement Learning
RUIYANG ZHANG ⋅ Qianguo Sun ⋅ Chao Song ⋅ Yiyan Qi ⋅ Zhedong Zheng
[ OpenReview] 
Poster
None
Permute-then-Adapt: Weak-to-Strong Contrastive Image--Text Adaptation
Jinhao Li ⋅ Sarah Erfani ⋅ Lei Feng ⋅ Guangrui Li ⋅ James Bailey ⋅ Feng Liu
[ OpenReview] 
Poster
None
Subset-Conditioned Boundary Compensation for Missing-Modality Multimodal Classification
Zesen Cai ⋅ Lisi Mo ⋅ Yifan Fang ⋅ Yandong Yan ⋅ Keren Shi ⋅ Daming Shi ⋅ Ruiting Dai
[ OpenReview] 
Poster
None
Outlier-Robust Multi-Output Gaussian Processes
Joshua Rooijakkers ⋅ Leiv Rønneberg ⋅ Francois-Xavier Briol ⋅ Jeremias Knoblauch ⋅ Matias Altamirano
[ OpenReview] 
Poster
None
Efficient One-Step Diffusion Restoration Model with Compact Token Compression and Linear Attention
Bingtian Qiao ⋅ Yue Shi ⋅ Yingjie Zhou ⋅ Yong Guo ⋅ Guangtao Zhai ⋅ Jiezhang Cao
[ OpenReview] 
Poster
None
Verifiable LLM-Guided Focal SMT Solving for Quantified Arrays
Kunhang Lv ⋅ Rui Han ⋅ Fuqi Jia ⋅ Yuhang Dong ⋅ Feifei Ma ⋅ Jian Zhang
[ OpenReview] 
Poster
None
ASVQ: What Reparameterization Is Just Enough for Efficient Codebook Learning?
Wenfeng Zou
[ OpenReview] 
Poster
None
Beyond Flat Frames: Hierarchical Graph Reasoning for Long Video Understanding
Xinyue Liu ⋅ Jiayang Sun ⋅ Zhe Jing ⋅ Jie Cao ⋅ Ran He ⋅ Huaibo Huang
[ OpenReview] 
Poster
None
SDS-LoRA: Overcoming Anisotropic Gradient Scaling in Low-Rank Adaptation
JungHun Oh ⋅ Sungyong Baik ⋅ Kyoung Mu Lee
[ OpenReview] 
Poster
None
BRACE: Bipolar Reference-Aware Calibration and Estimation for Incomplete Multimodal Learning
Ruiting Dai ⋅ Zesen Cai ⋅ XiaoYu Zhao ⋅ Yiting Huang ⋅ Lisi Mo ⋅ Ming Li ⋅ Tao He
[ OpenReview] 
Poster
None
TStruct: Learning Shared Temporal Structures for Long-Term Time-Series Forecasting
Yangze Li ⋅ Zhengyang Zhou ⋅ Qihe Huang ⋅ Pengkun Wang ⋅ Binwu Wang ⋅ Yang Wang
[ OpenReview] 
Poster
None
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Xin Xu ⋅ Clive Bai ⋅ Kai Yang ⋅ Tianhao Chen ⋅ Yuchen Cai ⋅ Yangkun Chen ⋅ Weijie Liu ⋅ Hao CHEN ⋅ Yang Wang ⋅ Saiyong Yang ⋅ Can Yang
[ OpenReview] 
Poster
None
AIR: Rethinking Image-Text Offset Alignment in Multimodal Contrastive Representation Space
Guimeng Liu ⋅ Milad Abdollahzadeh ⋅ Ngai-Man (Man) Cheung
[ OpenReview] 
Poster
None
VisionCreator-S1: Evolving Visual-Generation Agents via Skill-GRPO Optimization
Jinxiang Lai ⋅ Wenzhe Zhao ⋅ HUALEI Zhang ⋅ Zexin Lu ⋅ Jian Liu ⋅ Jie ZHANG ⋅ Qinglin Lu ⋅ Song Guo
[ OpenReview] 
Poster
None
Reinforcement Learning for Exponential Utility: Algorithms and Convergence in Discounted MDPs
Gugan Chandrashekhar Mallika Thoppe ⋅ Prashanth L.A. ⋅ Ankur Naskar ⋅ Sanjay P. Bhat
[ OpenReview] 
Poster
None
BeamWitness: Rooted Subgraph Beam Search for Selective Graph Representation Learning
Lin Du ⋅ Lu Bai ⋅ Lixin Cui ⋅ Ming Li ⋅ Hangyuan Du ⋅ Bo Jiang
[ OpenReview] 
Poster
None
Relative Energy Barriers for Copyright-Aware Language Model Adaptation
Wei Sun ⋅ Yuhang Zhang ⋅ Zhicheng Liang ⋅ Xianda Wang ⋅ Jiaxuan Chen ⋅ Fangxin Wang
[ OpenReview] 
Poster
None
BalCapRL : A Balanced Framework for RL-Based MLLM Image Captioning
Shaokai Ye ⋅ Vasileios Saveris ⋅ Yihao Qian ⋅ Jiaming Hu ⋅ Elmira Amirloo ⋅ Peter Grasch
[ OpenReview] 
Poster
None
Model Immunization Beyond Condition Numbers: The Importance of Plateau Regions
Quoc M Nguyen ⋅ Trung Le ⋅ Dinh Phung ⋅ Mehrtash Harandi
[ OpenReview] 
Poster
None
Frank-Wolfe Beyond 1/t Convergence
Sebastian Pokutta
[ OpenReview] 
Poster
None
Leaner transformers can easily learn to cluster
Charlotte Park ⋅ Kenneth Clarkson ⋅ Lior Horesh ⋅ Takuya Ito ⋅ Parikshit Ram
[ OpenReview] 
Poster
None
A Scalable Multi-Task Model for Virtual Sensors
Leon Götz ⋅ Lars F Peiss ⋅ Erik Sauer ⋅ Andreas U Sass ⋅ Thorsten Bagdonat ⋅ Stephan Günnemann ⋅ Leo Schwinn
[ OpenReview] 
Poster
None
METAFORGET: Audit-Driven Update-Policy Learning for Reliable Language Model Unlearning
Pinlong Zhao ⋅ Xiaoling Zhou ⋅ Zhou Zhaoting ⋅ Guangyuan Dong
[ OpenReview] 
Poster
None
Self-Trained Verification for Training- and Test-Time Self-Improvement
Chen Wu ⋅ Aditi Raghunathan
[ OpenReview] 
Poster
None
Rethinking Layer-wise Model Merging through Chain of Merges
Pietro Buzzega ⋅ Riccardo Salami ⋅ Angelo Porrello ⋅ SIMONE CALDERARA
[ OpenReview] 
Poster
None
STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning
Junjie Zhang ⋅ Guozheng Ma ⋅ Shunyu Liu ⋅ Zetian Hu ⋅ Yongcheng Jing ⋅ Ting-En Lin ⋅ Yongbin Li ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Internal Safety Collapse in Frontier Large Language Models
Yutao Wu ⋅ Xiao Liu ⋅ Hanxun Huang ⋅ Yige Li ⋅ Xiang Zheng ⋅ Yifeng Gao ⋅ Cong Wang ⋅ Bo Li ⋅ Xingjun Ma ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
None
Structured Masked Diffusion for Joint Multiuser Decoding
Taekyun Lee ⋅ Jiyoung Yun ⋅ Jeffrey Andrews ⋅ Hyeji Kim
[ OpenReview] 
Poster
None
Cross-Architecture Transferability is Width-Confounded:Diagnosis and Subspace Correction
QIN LIU ⋅ Chen Zhong ⋅ Fengshan Zhao
[ OpenReview] 
Poster
None
Dimension-Uniform Discretization Analysis of Preconditioned Annealed Langevin Dynamics for Multimodal Gaussian Mixtures
Lorenzo Baldassari ⋅ Josselin Garnier ⋅ Knut Solna ⋅ Maarten V. de Hoop
[ OpenReview] 
Poster
None
AdaState: Self-Evolving Anchors for Streaming Video Generation
Yusuf Dalva ⋅ Pinar Yanardag
[ OpenReview] 
Poster
None
Binary Regression: Universal Ising Model, Binary Expansion and Beyond
Jerry Yao-Chieh Hu ⋅ Yi-Chen Lee ⋅ Mingcheng Lu ⋅ En-Jui Kuo ⋅ Han Liu
[ OpenReview] 
Poster
None
End-to-End Neural Modeling of EM Response and Design Performance for Free-Form RFIC Passives
Yuhao Mao ⋅ Chenhao Chu ⋅ Martin Vechev ⋅ Hua Wang
[ OpenReview] 
Poster
None
Antibody Generation via Redistributed Latent Diffusion
Andrey Shevtsov ⋅ Viacheslav Meshchaninov ⋅ Pavel Strashnov ⋅ Dmitry Vetrov
[ OpenReview] 
Poster
None
The Invisible Hand of Physics: When Video Diffusion Models Know More Than They Show
Parsa Esmati ⋅ Somjit Nath ⋅ Katja Hofmann ⋅ Derek Nowrouzezahrai ⋅ Samira Ebrahimi Kahou ⋅ Majid Mirmehdi
[ OpenReview] 
Poster
None
Neural networks are more modular than single neurons suggest
Shreya Saha ⋅ Benjamin Bergen ⋅ Meenakshi Khosla
[ OpenReview] 
Poster
None
Hyper Hawkes Processes: Interpretable Models of Marked Temporal Point Processes
Alex Boyd ⋅ andrew warrington ⋅ Taha Kass-Hout ⋅ Parminder Bhatia ⋅ Cao (Danica) Xiao
[ OpenReview] 
Poster
None
Georeferenced Cross-View 3D Reconstruction from Ground and Satellite Images
David G Shatwell ⋅ Mubarak Shah
[ OpenReview] 
Poster
None
Colour me shocked: Exact Molecular Hessians from MLIPs in O(N) time using sparse differentiation!
Luca Thiede ⋅ Andreas Burger ⋅ Alan Aspuru-Guzik
[ OpenReview] 
Poster
None
Cross-Question Reliable Reinforcement Learning
Hector G. Rodriguez ⋅ Marcus Rohrbach
[ OpenReview] 
Poster
None
Align-RAG: Alignment Is All You Need for TSFM In-Context Learning
Mohammad Asadi ⋅ Soheil Hor ⋅ Bardiya Akhbari ⋅ Jack W O'Sullivan ⋅ Tahoura Nedaee ⋅ Layne Price ⋅ Raviteja Anantha Ramesh ⋅ Euan Ashley ⋅ Ehsan Adeli
[ OpenReview] 
Poster
None
When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning
Shoubin Yu ⋅ Yue Zhang ⋅ Zun Wang ⋅ Jaehong Yoon ⋅ Huaxiu Yao ⋅ Mingyu Ding ⋅ Mohit Bansal
[ OpenReview] 
Poster
None
Stability and Diversity of Networked Self-Consuming Generative Ecosystems
Xiukun Wei ⋅ Yang Zhang ⋅ Xueru Zhang
[ OpenReview] 
Poster
None
Revisiting the Generic Transformer: Deconstructing a Strong Baseline for Time Series Foundation Models
Yunshi Wen ⋅ Wesley M Gifford ⋅ Chandra Reddy ⋅ Lam Nguyen ⋅ Jayant Kalagnanam ⋅ Anak Agung Julius
[ OpenReview] 
Poster
None
Compute Efficiency and Serial Runtime Tradeoffs for Stochastic Momentum Methods
Depen Morwani ⋅ Alexandru Meterez ⋅ Pranav Nair ⋅ Sham Kakade
[ OpenReview] 
Poster
None
Structure-agnostic Causal Representation Learning
Arman Behnam ⋅ Binghui Wang
[ OpenReview] 
Poster
None
Aligning Flow Map Policies with Optimal $Q$-Guidance
Christos Ziakas ⋅ Alessandra Russo ⋅ Joey Bose
[ OpenReview] 
Poster
None
Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping
Hsun-Yu Kuo ⋅ El Mahdi Chayti ⋅ Patrik Reizinger ⋅ Wieland Brendel ⋅ Martin Jaggi
[ OpenReview] 
Poster
None
Causal Discovery Under Hard Selection Bias: A New Robust Score-Matching Approach
Yiwen Qiu ⋅ Francesco Montagna ⋅ Shimeng Huang ⋅ Francesco Locatello
[ OpenReview] 
Poster
None
Stochastic Matching via Local Sparsification
Sara Ahmadian ⋅ Edith Cohen ⋅ Mohammad Roghani
[ OpenReview] 
Poster
None
Complete or Sparse: A Tale of Two Identifiabilities
Junze Zhou ⋅ David Klindt
[ OpenReview] 
Poster
None
LDD-RFM: Learnable Domain Decomposition for Random Feature Models via Variable Projection
Zhaohui Fu ⋅ Duanyu Feng ⋅ Yangshuai Wang
[ OpenReview] 
Poster
None
Breaking the Static: Dynamic Text Conditioning for Diverse Image Generation
Meng Yu ⋅ Ruidong Chen ⋅ qingfeng shi ⋅ Yingmao Miao ⋅ Yancheng Bai ⋅ Lei Sun ⋅ Xiangxiang Chu ⋅ Hesheng Wang ⋅ Xiaodan Liang
[ OpenReview] 
Poster
None
DIAL: A Bounded-Monotone Adapter with Closed-Form Residual $L_\infty$ Bounds for Scalar-Controlled Refusal Modulation
Nguyen Vu Nguyen
[ OpenReview] 
Poster
None
A Regularization-Based Approach to Public Belief State Search for Adversarial Games
Sobhan Mohammadpour ⋅ Samuel Sokota ⋅ Brandon Kaplowitz ⋅ Zico Kolter ⋅ Noam Brown ⋅ Gabriele Farina
[ OpenReview] 
Poster
None
Structured State-Space Regularization for Generation-Friendly Image Tokenization
Jinsung Lee ⋅ Jaemin Oh ⋅ Namhun Kim ⋅ Dongwon Kim ⋅ Byung-Jun Yoon ⋅ Suha Kwak
[ OpenReview] 
Poster
None
Near-Linear Time Generalized Sinkhorn Algorithms for Bounded Genus Graphs
Krzysztof M Choromanski ⋅ Derek Long ⋅ Ananya Parashar ⋅ Dwaipayan Saha
[ OpenReview] 
Poster
None
Instructing LLMs to Negotiate using Reinforcement Learning with Verifiable Rewards
Shuze D Liu ⋅ Claire Chen ⋅ Jiabao S Xiao ⋅ Lei Lei ⋅ Yuheng Zhang ⋅ Yisong Yue ⋅ David Simchi-Levi
[ OpenReview] 
Poster
None
Efficient Evaluation of LLM Performance with Statistical Guarantees
Skyler Wu ⋅ Yash Nair ⋅ Emmanuel Candes
[ OpenReview] 
Poster
None
Rethinking Visual Attribution for Chest X-ray Reasoning in Large Vision Language Models
Guangzhi Xiong ⋅ Qiao Jin ⋅ Sanchit Sinha ⋅ Zhiyong Lu ⋅ Aidong Zhang
[ OpenReview] 
Poster
None
Causal-Geo: Neuro-Symbolic Spatial Grounding for Situated Agent Planning
Sanbi Luo
[ OpenReview] 
Poster
None
Generative Cross-Entropy: A Strictly Proper Loss for Data-Efficient Classification
Qipeng Zhan ⋅ Zhuoping Zhou ⋅ Li Shen
[ OpenReview] 
Poster
None
Hadamard Representation: Scaffolding Performance Across Model-free RL
Jacob Eeuwe Kooi ⋅ Zhao Yang ⋅ Mark Hoogendoorn ⋅ Vincent Francois-Lavet
[ OpenReview] 
Poster
None
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation
Haiquan Wen ⋅ Yiwei He ⋅ Zhenglin Huang ⋅ Tianxiao Li ⋅ Zihan Yu ⋅ Xingru Huang ⋅ Lu Qi ⋅ Baoyuan Wu ⋅ Xiangtai Li ⋅ Guangliang Cheng
[ OpenReview] 
Poster
None
Attribution-Guided Shared-Private Decoupling for Noise-Reduced Audio-Visual Representation Learning
Linge Wang ⋅ Yingying Chen ⋅ Bingke Zhu ⋅ Lu Zhou ⋅ Haixin Wang ⋅ Zhipiao Liu ⋅ Jinqiao Wang
[ OpenReview] 
Poster
None
Bridging Scene Generation and Planning: Driving with World Model via Unifying Vision and Motion Representation
Xingtai Gui ⋅ Meijie Zhang ⋅ Tianyi Yan ⋅ Wencheng Han ⋅ jiahao gong ⋅ Feiyang Tan ⋅ Cheng-Zhong Xu ⋅ Jianbing Shen
[ OpenReview] 
Poster
None
Toward Multimodal Sheet Music Recognition and Understanding
Guang Yang ⋅ Brian Zheng ⋅ Victoria Ebert ⋅ Noah Smith
[ OpenReview] 
Poster
None
CupOFMoCA: Coupled Objective-Guided Discrete Flows for Molecular Conjugate Assembly
Ruoxi Zhang ⋅ Ziang Li ⋅ Jiatao Gu ⋅ Pranam Chatterjee
[ OpenReview] 
Poster
None
PoSafeNet: Structured Safety Learning via Compositional Projection
Kiwan Wong ⋅ Wei Xiao ⋅ Daniela Rus
[ OpenReview] 
Poster
None
DGRAF: Observation-Quality-Aware Reinforcement Learning for Dynamic Reconfigurable Batteries
Jiasong Chen ⋅ Jingwei Hu ⋅ Zheng Fang ⋅ Zhihong Zhang
[ OpenReview] 
Poster
None
Learning Discrete Riemannian Metrics for Physical Fields with Cochain-Frame Equivariance
Dongzhe Zheng ⋅ Christine Allen-Blanchette
[ OpenReview] 
Poster
None
Scalable Adaptation of 3D Geometric Foundation Models via Weak Supervision from Internet Video
Zihui Gao ⋅ Ke Liu ⋅ Jiawang Bian ⋅ Donny Y. Chen ⋅ Duochao Shi ⋅ Guosheng Lin ⋅ Hao Chen ⋅ Chunhua Shen
[ OpenReview] 
Poster
None
3D Gaussian Splatting within Self-Learned Neural View-Dependent Color Fields
Yixiao Yang ⋅ Yu-Shen Liu ⋅ Zhizhong Han
[ OpenReview] 
Poster
None
ClusQuant: Mitigating Outliers with Clustering-Based Representations for Low-Precision LRMs
Xingyu Liu ⋅ Xiangyang Yin ⋅ Tianhua Xia ⋅ Haiyu Wang ⋅ Sai Qian Zhang
[ OpenReview] 
Poster
None
PAC Reasoning: Controlling the Performance Loss for Efficient Reasoning
Hao Zeng ⋅ Jianguo Huang ⋅ Bingyi Jing ⋅ Hongxin Wei ⋅ Bo An
[ OpenReview] 
Poster
None
RobustPruner: Decoupled Relevance and Uncertainty for Efficient Visual Token Pruning in MLLMs
Hanwei Zhu ⋅ Junhan Fu ⋅ Xi Zhang ⋅ Jiamang Wang ⋅ Weisi Lin
[ OpenReview] 
Poster
None
Sample-Grained Approximate Unlearning with Provable Per-Sample Bounds
Yaxin Xiao ⋅ Yulin Jin ⋅ Li Tang ⋅ Haoyang LI ⋅ Huadi Zheng ⋅ Qingqing Ye ⋅ Haibo Hu
[ OpenReview] 
Poster
None
Complementary Cache Guidance with Gradient Disentanglement for Continuous Test-Time Adaptation
Fanchun Meng ⋅ Yuhang Pei ⋅ Jiazhen Huang ⋅ Tao Ren ⋅ Yifan Wang ⋅ Wei Ju ⋅ Xiao Luo
[ OpenReview] 
Poster
None
GenCOPE: Syn2Real Generalized Category-Level Object Pose Estimation for Robotic Picking
Jian Liu ⋅ Wei Sun ⋅ Zhenqi Dai ⋅ Hui Yang ⋅ Jian Xiao ⋅ Nicu Sebe ⋅ Na Zhao
[ OpenReview] 
Poster
None
Static-Dynamic Disentanglement for Efficient Multi-Frame Vision-Language-Action Models
Weikang Qiu ⋅ Huashuo Lei ⋅ Tinglin Huang ⋅ Aosong Feng ⋅ Rex Ying
[ OpenReview] 
Poster
None
Going Down Memory Lane: Scaling Tokens for Video Stream Understanding with Dynamic KV-Cache Memory
Vatsal Agarwal ⋅ Saksham Suri ⋅ Matthew Gwilliam ⋅ Pulkit Kumar ⋅ Abhinav Shrivastava
[ OpenReview] 
Poster
None
Two Stages of Folding: Convergent Mechanisms in AI Protein Folding Trunks
Kevin Lu ⋅ Jannik Brinkmann ⋅ Stefan T Huber ⋅ Aaron Mueller ⋅ Yonatan Belinkov ⋅ David Bau ⋅ Chris Wendler
[ OpenReview] 
Poster
None
The Deadline Effect: Identifying and Correcting Temporal Bias in Human Evaluation
Shiyan Liu
[ OpenReview] 
Poster
None
Bayesian Test-Time Inference of Task-Aligned Similarity from Weak Interactive Feedback
Weida Liang ⋅ Kenji Kawaguchi
[ OpenReview] 
Poster
None
Is Memorization Actually Necessary for Generalization
Hadi Abdullah
[ OpenReview] 
Poster
None
Elastic Representations via Hyperbolic Geometry
Arjun Ramesh Kaushik ⋅ Rudrasis Chakraborty ⋅ Nalini Ratha ⋅ Venu Govindaraju
[ OpenReview] 
Poster
None
DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
Herui Li ⋅ Bin Lu ⋅ Haonan Qi ⋅ Lei Zhou ⋅ Luoyi Fu ⋅ Xinbing Wang ⋅ Meng Jin
[ OpenReview] 
Poster
None
Clarification as Supervision: Reinforcement Learning for Vision-Language Interfaces
John Gkountouras ⋅ Ivan Titov
[ OpenReview] 
Poster
None
Mimicking the Physicist's Eye: A VLM-centric Approach for Physics Formula Discovery
Jiaqi Liu ⋅ Songning Lai ⋅ Pengze Li ⋅ Di Yu ⋅ Zhou wenjie ⋅ Yiyang Zhou ⋅ Peng Xia ⋅ Zijun Wang ⋅ Xi Chen ⋅ SHIXIANG TANG ⋅ LEI BAI ⋅ Wanli Ouyang ⋅ Mingyu Ding ⋅ Huaxiu Yao ⋅ Aoran Wang
[ OpenReview] 
Poster
None
Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision
Jiacheng Chen ⋅ Songze Li ⋅ Han Fu ⋅ Baoquan Zhao ⋅ Wei Liu ⋅ Yanyan Liang ⋅ Qing Li ⋅ Xudong Mao
[ OpenReview] 
Poster
None
From Local Skills to Long-Horizon Tasks: Progressive Skill Exploration for LLM Web Agents
Xueyang Feng ⋅ Xiaohe Bo ⋅ Xu Chen ⋅ Quanyu Dai ⋅ Feng Wen
[ OpenReview] 
Poster
None
Towards Identifying Dominant Low-Rank Subspaces in Zeroth-Order Fine-Tuning
Jinjie Fang ⋅ Chengxun Jin ⋅ Yi Chang ⋅ Bin Gu
[ OpenReview] 
Poster
None
Mechanistic Circuit Identification for Controllable Data Generation
Nakyung Lee ⋅ Sangwoo Hong ⋅ Jungwoo Lee
[ OpenReview] 
Poster
None
Hypergraph Modeling of Transformer Attention for Hallucination Detection
Mark Junjie Li ⋅ zhishun liu ⋅ Wei Wang ⋅ Yuanshan Lu ⋅ yangjingxi ⋅ Xianyu Bao ⋅ Jun Li ⋅ Sunjie Huang
[ OpenReview] 
Poster
None
ExtrapAir: Air Quality Inference at Unmonitored Locations via Weather-Bridged Spatial Attention
Gaoyun Lin ⋅ Binwu Wang ⋅ Zhengyang Zhou ⋅ Yang Wang
[ OpenReview] 
Poster
None
Subliminal Learning Is Steering Vector Distillation
Camila Blank ⋅ Agam Bhatia ⋅ Senthooran Rajamanoharan ⋅ Arthur Conmy ⋅ Neel Nanda
[ OpenReview] 
Poster
None
PRISM: Rethinking Atmospheric Scattering Reconstruction as a Unified Understanding and Restoration Model for Real-world Dehazing
Chengyu Fang ⋅ Chunming He ⋅ Yuelin Zhang ⋅ Chubin Chen ⋅ zhu ⋅ Hongqiu Wang ⋅ Longxiang Tang ⋅ Xiu Li ⋅ Sina Farsiu
[ OpenReview] 
Poster
None
V1-Inspired Dynamic Vision System: A Bio-Plausible Video Embedding Framework with Decoupled Shape–Color Pathways and Long-Range Spatiotemporal Perception
Beier Meng
[ OpenReview] 
Poster
None
Restoring the RNA-Ligand Interaction Manifold via Topology-Preserving Contrastive Learning under Epistemic Uncertainty
Kai Zheng ⋅ Jinhui Xu ⋅ Jianxin Wang
[ OpenReview] 
Poster
None
LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model
Jiachun Jin ⋅ Zetong Zhou ⋅ Xiao Yang ⋅ Hao Zhang ⋅ Pengfei Liu ⋅ Jun Zhu ⋅ Zhijie Deng
[ OpenReview] 
Poster
None
A Separation Principle for Cooperative Multi-Agent Reinforcement Learning
Lucia Pezzetti ⋅ Nicolas Lanzetti ⋅ Antonio Terpin ⋅ Florian Dorfler ⋅ Giorgia Ramponi
[ OpenReview] 
Poster
None
RoMo Hands: A Large Scale Richly Organized Text to Hand Motion Dataset
Yizhak Ben-Shabat ⋅ Jiahao Zhang ⋅ Joseph Liu ⋅ Seonghyeon Moon ⋅ Young-Yoon Lee ⋅ Haomiao Jiang ⋅ Oren Jacob ⋅ Mubbasir Kapadia
[ OpenReview] 
Poster
None
Prompt Optimization Makes Misalignment Legible
Caleb Biddulph ⋅ Micah Carroll
[ OpenReview] 
Poster
None
TracingFlow: A Simulation-Free Trajectory Inference Framework Based on Second-Order Dynamics
Yuhao Sun ⋅ Zekun Wu ⋅ Zixun Huang ⋅ Peijie Zhou
[ OpenReview] 
Poster
None
Trajectory Evaluation via Rollout-Free World Model for End-to-end Autonomous Driving
Junzhe Wang ⋅ Jinqing Zhang ⋅ Qingjie LIU
[ OpenReview] 
Poster
None
Learning to Surpass: Training Tool-Using Agents with Anchored Feedback
John Gkountouras ⋅ Fengjun Wang ⋅ Angelantonio Castelli ⋅ Satendra Kumar
[ OpenReview] 
Poster
None
Reward-Conditioned Reinforcement Learning
Michal Nauman ⋅ Marek Cygan ⋅ Pieter Abbeel
[ OpenReview] 
Poster
None
IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer
Zhengyu Zou ⋅ Hao Li ⋅ kuixuan jiao ⋅ Liu.Liu ⋅ TingyangXiao ⋅ xiaolin.zhou ⋅ Fangzhou Hong ⋅ Zhizhong Su ⋅ Dingwen Zhang ⋅ Ziwei Liu
[ OpenReview] 
Poster
None
Do We Really Need Diffusion for Generative Object Detection? A Minimal Prototype Perspective
Yu Hong ⋅ Xiaosong Jia ⋅ Yihan Wang ⋅ Wenlong Liao ⋅ Tao He ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability
Qingyue Zhao ⋅ Kaixuan Ji ⋅ Heyang Zhao ⋅ Quanquan Gu
[ OpenReview] 
Poster
None
PATH: A Dual Perspective for High-quality Text-attributed Graph Learning
Yuhang Pei ⋅ Fanchun Meng ⋅ Changhu Wang ⋅ Tao Ren ⋅ Yifan Wang ⋅ Wei Ju ⋅ Chong Chen ⋅ Xian-Sheng Hua ⋅ Xiao Luo
[ OpenReview] 
Poster
None
A Structure-Aware Higher-Order Message Passing Framework on Walk States for Graph Classification
Lin Du ⋅ Lu Bai ⋅ Lixin Cui ⋅ Ming Li ⋅ Bo Jiang ⋅ Hangyuan Du ⋅ Ziyu Lyu ⋅ Xin Jin
[ OpenReview] 
Poster
None
One Scan is Enough: Demonstration-Free Adaptation for Language-Guided Navigation
Zhuoyuan Yu ⋅ Yuxing Long ⋅ Du Wang ⋅ Junyang Wang ⋅ Hongwei Fan ⋅ Hao Dong
[ OpenReview] 
Poster
None
Direct Acceleration of Stochastic Root-Finding Without Variance Reduction and Regularization
TaeHo Yoon ⋅ Nicolas Loizou
[ OpenReview] 
Poster
None
META-PAP: Meta-learning for Prompt-aware Preference Pairing in LLM Alignment
Pinlong Zhao ⋅ Shiyu Hu ⋅ Jing Zhang ⋅ Mengyang Li
[ OpenReview] 
Poster
None
ManipShield: A Unified Framework for Image Manipulation Detection, Localization and Explanation
Zitong Xu ⋅ Huiyu Duan ⋅ Xiaoyu Wang ⋅ Zhaolin Cai ⋅ Kaiwei Zhang ⋅ Xiongkuo Min ⋅ Guangtao Zhai
[ OpenReview] 
Poster
None
AlignDrive: Aligned Lateral-Longitudinal Planning for End-to-End Autonomous Driving
Yanhao Wu ⋅ Haoyang Zhang ⋅ Fei He ⋅ Rui Wu ⋅ Yanhu Shan ⋅ Congpei Qiu ⋅ Liang Gao ⋅ Wei Ke ⋅ Tong Zhang
[ OpenReview] 
Poster
None
Risk-Sensitive Deep Optimal Stopping
Yechan Jeong ⋅ Youngjoon Hong
[ OpenReview] 
Poster
None
Soft Forward-Backward Representations for Zero-shot Reinforcement Learning with General Utilities
Marco Bagatella ⋅ Thomas Rupf ⋅ Georg Martius ⋅ Andreas Krause
[ OpenReview] 
Poster
None
When Should Agents Remember? Falsification-Gated Self-Evolution for LLM Agents
Runxuan Tang ⋅ Haoyu Gao ⋅ Yuyan Ding ⋅ Junyi Yao ⋅ Zihao Zheng ⋅ Zecheng Sheng ⋅ Liwei Hou
[ OpenReview] 
Poster
None
From Noise to Diversity: Random Embedding Injection in LLM Reasoning
Heejun Kim ⋅ Seungpil Lee ⋅ Jewon Yeom ⋅ Jaewon Sok ⋅ Seonghyeon Park ⋅ Jeongjae Park ⋅ Taesup Kim ⋅ Sundong Kim
[ OpenReview] 
Poster
None
Algorithm for Contextual Queueing Bandits with Rate-Optimal Queue Length Regret
Seoungbin Bae ⋅ Dabeen Lee
[ OpenReview] 
Poster
None
How New Strategies Emerge in RL Post-Training: A Controlled Study
Azwar Azwar ⋅ Nishil Patel ⋅ Andrew Saxe
[ OpenReview] 
Poster
None
Unified Noise Steering for Efficient Human-Guided VLA Adaptation
Junjie Lu ⋅ Xinyao Qin ⋅ Yuhua Jiang ⋅ Kaixin Wang ⋅ Chuheng Zhang ⋅ Bin Liang ⋅ Jun Yang ⋅ Min Xu ⋅ Li Zhao
[ OpenReview] 
Poster
None
Selection, Not Fusion: Radar-Modulated State Space Models for Radar-Camera Depth Estimation
Zhangcheng Hou ⋅ TOMOAKI OHTSUKI
[ OpenReview] 
Poster
None
pCoMole: Pareto-Constrained Molecule Editing with Discrete Flows
Tong Chen ⋅ Maximilian Holsman ⋅ Lin Zhao ⋅ Yinuo Zhang ⋅ Pranam Chatterjee
[ OpenReview] 
Poster
None
Breaking Information Islands in Sparse Tuning via Small-World Connectivity
Xianchao Guan ⋅ Zijun Xiong ⋅ Yifeng Wang ⋅ Yubo Cui ⋅ Yaowei Wang ⋅ Guosen Xie ⋅ Xin Li ⋅ Zheng Zhang
[ OpenReview] 
Poster
None
Fed-AGA: An Anchor Graph Alignment Framework for Federated Unaligned Multi-view Clustering
Yichi Zhang ⋅ bohang sun ⋅ Hao Wei ⋅ Kai Di ⋅ Zhen Yang ⋅ Gengyu Lyu
[ OpenReview] 
Poster
None
Replicable Constrained Bandits
Matteo Bollini ⋅ Gianmarco Genalti ⋅ Francesco Emanuele Stradi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
None
Selling Information While Being an Interested Party
Francesco Bacchiocchi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi ⋅ Giulia Romano ⋅ Nicola Gatti
[ OpenReview] 
Poster
None
Verified-Source Authority Is Not Generic Sycophancy: Cue-Family Decomposition of LLM Compliance
Abhinav Rajeev Kumar ⋅ Paras Chopra
[ OpenReview] 
Poster
None
In-Context Black-Box Optimization with Unreliable Feedback
Nicolas Samuel Blumer ⋅ Julien Martinelli ⋅ Samuel Kaski
[ OpenReview] 
Poster
None
Black-Box Followers, White-Box Leaders: Partial Zeroth-Order Methods for MPECs
Miriam Fischer ⋅ Dario Paccagnan
[ OpenReview] 
Poster
None
RSSA: Robust Semantic and Spatial Aligner for Collaborative Perception
Zhihao Yang ⋅ Zhiyu Xiang ⋅ Peng Xu ⋅ Tianyu Pu ⋅ Kai Wang ⋅ Eryun Liu ⋅ Dongping Zhang ⋅ Yong Ding
[ OpenReview] 
Poster
None
Hypergraph-guided Global Mean-field Negotiation For Multiview Evidential Classification
Shaobo Hu ⋅ Shiliang Sun ⋅ Nan Zhang
[ OpenReview] 
Poster
None
Learning Global Probabilistic Explanations
Frederic Koriche ⋅ Louenas Bounia
[ OpenReview] 
Poster
None
Block-OBS-GS: Exact Per-Block Joint Brain Surgery with Gauss–Seidel Refinement for LLM Pruning
Yuwen Huang ⋅ Xiang Pan
[ OpenReview] 
Poster
None
CRePE: Curved Ray Expectation Positional Encoding for Unified-Camera-Controlled Video Generation
Seonghyun Jin ⋅ youngmin Kim ⋅ Sunwoo Park ⋅ Jong Chul Ye
[ OpenReview] 
Poster
None
Exact Regular-Constrained Sampling for Variable-Order Markov Generation
Francois Pachet
[ OpenReview] 
Poster
None
Efficient Multi-Source Prompt Adaptation for Cross-Domain Open-Vocabulary Learning
Xiaofan Que ⋅ Dingrong Wang ⋅ Daniel Krutz ⋅ Xumin Liu ⋅ Qi Yu
[ OpenReview] 
Poster
None
Split-RL: Local Conflict Resolution in Reinforcement Learning
Benjamin Fuhrer ⋅ Chen Tessler ⋅ Gal Dalal
[ OpenReview] 
Poster
None
Tokenizer-Generator Coupling in Medical Image Generation
Liam Chalcroft
[ OpenReview] 
Poster
None
Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation
Yuxuan Jiang ⋅ Runchao Li ⋅ Shubhashis Roy Dipta ⋅ Dawei Li ⋅ Zhao Yang
[ OpenReview] 
Poster
None
Prompt-Conditioned Semantic Bottleneck for Cross-Domain Face Attack Detection
Weihang Wang ⋅ Rongjie Liu ⋅ Min Cao
[ OpenReview] 
Poster
None
Neuro-Inspired Inverse Learning for Planning and Control
Maryna Kapitonova ⋅ Tonio Ball
[ OpenReview] 
Poster
None
Reconfiguring Procedural Knowledge for Compositional Robot Skill Adaptation
Daehee Lee ⋅ Dongsu Lee ⋅ Sanghyun Ahn ⋅ Minjong Yoo ⋅ Honguk Woo
[ OpenReview] 
Poster
None
MixRoute: Rethinking Single-Distribution Training for Generalizable Neural Routing
Hang Yi ⋅ Ziwei Huang ⋅ Yining Ma ⋅ Zhiguang Cao
[ OpenReview] 
Poster
None
LITHE: Lattice-Indexed Twin Hadamard Encoding for Diffusion Personalization
Jian Jiang ⋅ Oya Celiktutan ⋅ Yaohui WANG ⋅ Yutong Ban
[ OpenReview] 
Poster
None
Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
Sacha Braun ⋅ Michael Jordan ⋅ Francis Bach
[ OpenReview] 
Poster
None
Decentralized Multi-Goal Multi-Agent Pathfinding with Spatial Prior and Neighbor Intent Prediction
Xuening Wang ⋅ Bin Wang ⋅ Yucen Gao ⋅ Sihui Li ⋅ Xiaochun Yang
[ OpenReview] 
Poster
None
Regret-Based $(\epsilon,\delta)$-optimal Stopping Criteria for Bayesian Optimization
Haowei Wang ⋅ Jingyi Wang ⋅ Qiyu Wei
[ OpenReview] 
Poster
None
Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction
Jang-Hyun Kim ⋅ Dongyoon Han ⋅ Sangdoo Yun
[ OpenReview] 
Poster
None
Tool-Integrated Reasoning via Hierarchical Multi-Agent Reinforcement Learning
Yiwei Dai ⋅ Hengyi Cai ⋅ Yili Wang ⋅ Zexu Sun ⋅ Shuaiqiang Wang ⋅ Yuchen Li ⋅ Xin Wang ⋅ Yi Chang ⋅ Dawei Yin
[ OpenReview] 
Poster
None
Guiding Visual Autoregressive Models through Spectrum Weakening
Chaoyang Wang ⋅ Tianmeng Yang ⋅ Yunhai Tong
[ OpenReview] 
Poster
None
Are Easier or Harder Examples Better? Rethinking Data Selection for Reward Models and Preference Optimization
Kevin Christian Wibisono ⋅ Aya Ismail ⋅ Pedro O. Pinheiro ⋅ Yixin Wang ⋅ Kyunghyun Cho ⋅ Nataša Tagasovska ⋅ Rajesh Ranganath
[ OpenReview] 
Poster
None
Proper Agnostic Learning of Functions of Halfspaces
Sergei Tikhonov ⋅ Arsen Vasilyan
[ OpenReview] 
Poster
None
Do More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustness
Songyuan Sui ⋅ Zhen Tan ⋅ Mohan Zhang ⋅ Rana M Khan ⋅ Xia Hu ⋅ Tianlong Chen
[ OpenReview] 
Poster
None
Learning-Augmented Online Portfolio Selection: Optimal Robustness-Consistency Tradeoffs
Ziliang Zhang ⋅ Tianming Zhao ⋅ Albert Zomaya
[ OpenReview] 
Poster
None
Online Bayesian Recalibration of Brain–Computer Interfaces with Language Model Potentials
Noah Cowan ⋅ Scott Linderman
[ OpenReview] 
Poster
None
Multiform Attack for Transferable Cross-Modal Person Re-Identification
Yunpeng Gong ⋅ Can Yang ⋅ Qingyuan Zeng ⋅ Dejun Xu ⋅ Zhiming Luo ⋅ Zhenzhong Wang ⋅ Min JIANG
[ OpenReview] 
Poster
None
Prediction-Powered Inference Across Many Tasks for AI Evaluations and Social Science Research
Nicolas Emmenegger ⋅ Ellery Stahler ⋅ Chara Podimata
[ OpenReview] 
Poster
None
Compatible Likelihoods for Flow Matching on Manifolds
Lucas Ng ⋅ Georgios Batzolis ⋅ Mark Girolami
[ OpenReview] 
Poster
None
PAC-Bayesian Bounds for Learning Partially Observed Stochastic Linear Time-Invariant State-Space Systems with Inputs and Sub-Gaussian Noise
Mihaly Petreczky ⋅ Mohamad Al Ahdab ⋅ John Leth
[ OpenReview] 
Poster
None
SemISP: Semantic-Consistent Diffusion for Cross-Camera RAW-to-sRGB Generation
Zhe Pang ⋅ Haina Qin ⋅ Ziyu Feng ⋅ Zewen Chen ⋅ Juan Wang ⋅ Bing Li ⋅ Weiming Hu
[ OpenReview] 
Poster
None
Profit Maximization in Bilateral Trade against a Smooth Adversary
Simone Di Gregorio ⋅ Paul Duetting ⋅ Federico Fusco ⋅ Chris Schwiegelshohn
[ OpenReview] 
Poster
None
MLLM Makes Strong Backbone for Multi-Modal Object Detection
Yifeng Yang ⋅ Yutong Li ⋅ Jubo Feng ⋅ Qinying Gu ⋅ Cewu Lu ⋅ Guang-Zhong Yang ⋅ Xinbing Wang ⋅ Nanyang Ye
[ OpenReview] 
Poster
None
Dynamic Physical Adversarial LED Patterns via Reinforcement Learning
Konstantin Zyryanov ⋅ Nikita Lotts
[ OpenReview] 
Poster
None
Concise Reasoning Through the Lens of Lagrangian Optimization
Chengqian Gao ⋅ Haonan Li ⋅ Taylor Killian ⋅ Jianshu She ⋅ Renxi Wang ⋅ Liqun Ma ⋅ Jorge (Zhoujun) Cheng ⋅ Shibo Hao ⋅ Zhiqiang Xu
[ OpenReview] 
Poster
None
I Have a Stream: Making Self-Supervised Learning Work on Continuous Video
Ivan Martinović ⋅ Lukas Knobel ⋅ Yuki Asano
[ OpenReview] 
Poster
None
Orthogonal Uplift Learning with Permutation-Invariant Representations for Combinatorial Treatments
Jiacan Gao ⋅ Xinyan Su ⋅ Mingyuan Ma ⋅ Xiao Xu ⋅ Xinrui Wan ⋅ Tianqi Gu ⋅ Enyun Yu ⋅ Jiecheng Guo ⋅ zhiheng zhang
[ OpenReview] 
Poster
None
Inferotemporal Cortex Collaborates Before It Codes: Non-Serial Inter-Area Synergy in the Macaque Ventral Stream
Arun Ponnambalam ⋅ Krishnan V Pottore
[ OpenReview] 
Poster
None
Certified Robust Interpretability via Concept-Space Stability under Interventional Proxies
Yanming Cheng ⋅ Di Zhang
[ OpenReview] 
Poster
None
It Just Takes Two: Scaling Amortized Inference to Large Sets
Antoine Wehenkel ⋅ Michael Kagan ⋅ Lukas Heinrich ⋅ Chris Pollard
[ OpenReview] 
Poster
None
MoRe: Modular Representations for Principled Continual Representation Learning on Sequential Data
Jiaqi Sun ⋅ Boyang Sun ⋅ Rasmy M. H. ⋅ Xiangchen Song ⋅ Kun Zhang
[ OpenReview] 
Poster
None
Almost Sure Convergence Rates of Stochastic Approximation and Reinforcement Learning via a Poisson-Moreau Drift
Xinyu Liu ⋅ Zixuan Xie ⋅ Shangtong Zhang
[ OpenReview] 
Poster
None
GARDO: Reinforcing Diffusion Models without Reward Hacking
Haoran He ⋅ Yuxiao YE ⋅ Jie Liu ⋅ Jiajun Liang ⋅ Zhiyong Wang ⋅ Ziyang Yuan ⋅ Xintao Wang ⋅ Hangyu Mao ⋅ Meng Wang ⋅ Pengfei Wan ⋅ Ling Pan
[ OpenReview] 
Poster
None
Mark, Don't Erase: Token Inoculation for Dual-Use Knowledge in LLMs
Seung-Hyun Lee ⋅ Dongyoon Han ⋅ Sangdoo Yun
[ OpenReview] 
Poster
None
Latent Generative Solvers for Generalizable Long-Term Physics Simulation
Zituo Chen ⋅ Sili Deng
[ OpenReview] 
Poster
None
Rethinking CT Synthesis through Semantics-Structure Alignment
Riyu Qiu ⋅ Qichao Zhou ⋅ jiacheng wang ⋅ Liansheng Wang
[ OpenReview] 
Poster
None
Neural population tuning statistics as priors for multitask generalization
Zach Cohen ⋅ Jan Drugowitsch
[ OpenReview] 
Poster
None
Stochastic Approximation Approach for Decentralized Optimization on Time Varying Random Networks
Chung-Yiu Yau ⋅ Haoming Liu ⋅ Hoi-To Wai
[ OpenReview] 
Poster
None
Algorithmic Impact Reveals the Hidden Structure of Alignment
Zachary Wojtowicz ⋅ Michelle Si ⋅ Finale Doshi-Velez ⋅ Ariel Procaccia
[ OpenReview] 
Poster
None
Imagine Before You Draw: Visual Prompt Engineering for Image Generation
Liyu Jia ⋅ Fengda Zhang ⋅ Jiachun Pan ⋅ Kesen Zhao ⋅ Saining Zhang ⋅ Wang Lin ⋅ Weijia Wu ⋅ Yue Liao ⋅ Aojun Zhou ⋅ Hanwang Zhang
[ OpenReview] 
Poster
None
Predictive Concept Decoders: Training Scalable End-to-End Interpretability Assistants
Vincent Huang ⋅ Dami Choi ⋅ Daniel D Johnson ⋅ Sarah Schwettmann ⋅ Jacob Steinhardt
[ OpenReview] 
Poster
None
Theoretical guidelines for annealed Langevin dynamics in compositional simulation-based inference
Camille Touron ⋅ Gabriel Cardoso ⋅ Julyan Arbel ⋅ Pedro Rodrigues
[ OpenReview] 
Poster
None
GauS: Differentiable Scheduling Optimization via Gaussian Reparameterization
Yaohui Cai ⋅ Vesal Bakhtazad ⋅ CUNXI YU ⋅ Zhiru Zhang
[ OpenReview] 
Poster
None
Attention-based PCA
Rodrigo Maulen Soto ⋅ Claire Boyer
[ OpenReview] 
Poster
None
Attention Drift: What Auto-Regressive Speculative Decoding Models Learn
Doğaç Eldenk ⋅ Payal Mohapatra ⋅ Yigitcan Comlek ⋅ Kaan Oktay ⋅ Hongyang Zhang ⋅ Stephen Xia
[ OpenReview] 
Poster
None
When Streaming Fails: Dynamic Algorithms for Unconstrained Submodular Maximization
Kiarash Banihashem ⋅ MohammadTaghi Hajiaghayi ⋅ Peyman Jabbarzade ⋅ Samira Goudarzi ⋅ Morteza Monemizadeh
[ OpenReview] 
Poster
None
Explaining and Preventing Alignment Collapse in Iterative RLHF
Etienne Gauthier ⋅ Francis Bach ⋅ Michael Jordan
[ OpenReview] 
Poster
None
A Latent World-Action Model with Jointly Aligned Reasoning
Hao Luo ⋅ Wanpeng Zhang ⋅ Yicheng Feng ⋅ Sipeng Zheng ⋅ Haiweng Xu ⋅ Chaoyi Xu ⋅ Ziheng Xi ⋅ Yuhui Fu ⋅ Zongqing Lu
[ OpenReview] 
Poster
None
Towards Differentially Private Reinforcement Learning with General Function Approximation
Yi He ⋅ Xingyu Zhou
[ OpenReview] 
Poster
None
DiffRatio: Training One-Step Diffusion Models Without Teacher Supervision
Wenlin Chen ⋅ Mingtian Zhang ⋅ Jiajun He ⋅ Zijing Ou ⋅ José Miguel Hernández-Lobato ⋅ Bernhard Schölkopf ⋅ David Barber
[ OpenReview] 
Poster
None
PointZero: 3D Point Track Completion for Learning Transferable 3D Dynamics
Bardienus Duisterhof ⋅ Kaifeng Zhang ⋅ Adam Hung ⋅ Bowen Wen ⋅ Stan Birchfield ⋅ Yunzhu Li ⋅ Deva Ramanan ⋅ Jeffrey Ichnowski
[ OpenReview] 
Poster
None
Discrete Diffusion Models Exploit Asymmetry to Solve Lookahead Planning Tasks
Itamar Trainin ⋅ Shauli Ravfogel ⋅ Omri Abend ⋅ Amir Feder
[ OpenReview] 
Poster
None
ForecastCompass: Guiding Agentic Forecasting with Adaptive Factor Memory
Yurui Chang ⋅ Yongkang Du ⋅ Yuanpu Cao ⋅ Jinghui Chen ⋅ Lu Lin
[ OpenReview] 
Poster
None
VOID: Backdoor Injection through Knowledge Vacuity in Federated Unlearning
Wenwei Zhao ⋅ Yuxuan Xie ⋅ Haiyun Liu ⋅ Jie Xu ⋅ Zhuo Lu
[ OpenReview] 
Poster
None
Measuring Layer-wise Intrinsic Dimensionality of FFNs in LLMs via PCA
Daehee Kim
[ OpenReview] 
Poster
None
A Near-optimal SQ Lower Bound for Smoothed Agnostic Learning of Boolean Halfspaces
Tim Sinen
[ OpenReview] 
Poster
None
Diffusion-DRF: Free, Rich, and Differentiable Reward for Video Diffusion Fine-Tuning
Yifan Wang ⋅ Yanyu Li ⋅ Guocheng Qian ⋅ Sergey Tulyakov ⋅ Yun Fu ⋅ Anil Kag
[ OpenReview] 
Poster
None
MaxSketch: Robust Distinct Counting in Streams via Random Projections
Nikos Tsikouras ⋅ Constantine Caramanis ⋅ Christos Tzamos
[ OpenReview] 
Poster
None
Localized Dynamics-Aware Domain Adaption for Off-Dynamics Offline Reinforcement Learning
Zhangjie Xia ⋅ Yu Yang ⋅ Pan Xu
[ OpenReview] 
Poster
None
Spherical Interpolation for Backward-Compatible Multimodal Representations
Simone Ricci ⋅ Niccolò Biondi ⋅ Federico Pernici
[ OpenReview] 
Poster
None
Imperfect Influence, Reliable Rankings: A Theory of TRAK for Data Attribution
Han Tong ⋅ Shubhangi Ghosh ⋅ Haolin Zou ⋅ Arian Maleki
[ OpenReview] 
Poster
None
Environment-Robust Representation Learning with Empirical Bayes
Yuli Slavutsky ⋅ Matthew Shen ⋅ Bohan Wu ⋅ David Blei
[ OpenReview] 
Poster
None
Multistage Defer Trees for Hybrid Interpretability: If at First You Can't Succeed, Tree Again
Zakk Heile ⋅ Hayden McTavish ⋅ Margo Seltzer ⋅ Cynthia Rudin
[ OpenReview] 
Poster
None
Hindsight Relabeling is All You Need for Reach-Avoid Learning
Kevin Li ⋅ Marinka Zitnik
[ OpenReview] 
Poster
None
Introspective Coupling: LMs Learn to Explain Themselves Better Than Their Training Targets
Zifan Carl Guo ⋅ Laura Ruis ⋅ Jacob Andreas ⋅ Belinda Z Li
[ OpenReview] 
Poster
None
Agnostic Online Learning with Reliable Abstention
Omar Montasser
[ OpenReview] 
Poster
None
Generative Modeling via Drifting
Mingyang Deng ⋅ He Li ⋅ Tianhong Li ⋅ Yilun Du ⋅ Kaiming He
[ OpenReview] 
Poster
None
An Empirical Study on Noisy Data and LLM Pretraining Loss Divergence
Qizhen (Irene) Zhang ⋅ Ankush Garg ⋅ Jakob Foerster ⋅ Niladri S. Chatterji ⋅ Kshitiz Malik ⋅ Mike Lewis
[ OpenReview] 
Poster
None
EnerGNN: Learning Optimization-Compatible Energy Functions for Exact Constrained Combinatorial Inference
Niki Triantafyllou ⋅ Maria Papathanasiou
[ OpenReview] 
Poster
None
Submodular Clustering beyond $1-1/e$
Kiarash Banihashem ⋅ Mohammadhossein Bateni ⋅ Hossein Esfandiari ⋅ Samira Goudarzi ⋅ MohammadTaghi Hajiaghayi
[ OpenReview] 
Poster
None
How Neural Reward Models Learn Features for Policy Optimization: A Single-Index Analysis
Rei Higuchi ⋅ Ryotaro Kawata ⋅ Akifumi Wachi ⋅ Shokichi Takakura ⋅ Kohei Miyaguchi ⋅ Taiji Suzuki
[ OpenReview] 
Poster
None
Probability-Conserving Flow Guidance
Parsa Esmati ⋅ Junha Hyung ⋅ Amirhossein Dadashzadeh ⋅ Jaegul Choo ⋅ Majid Mirmehdi
[ OpenReview] 
Poster
None
Learning to Bid in Repeated Second-Price Auctions with Dynamic Values and Aggregated Feedback
Benjamin Heymann ⋅ Otmane Sakhi
[ OpenReview] 
Poster
None
Complexity of Differentially Private Selection via Federated APIs
Hilal Asi ⋅ Vitaly Feldman ⋅ Jelani Nelson ⋅ Huy Nguyen ⋅ Kunal Talwar ⋅ Samson Zhou
[ OpenReview] 
Poster
None
MoCAR: Motion-code Coordinate-aware AutoRegression for Continuous Trajectory Forecasting
Yiming Xu ⋅ Hao Cheng ⋅ Monika Sester
[ OpenReview] 
Poster
None
Learning a Maximum Entropy Model for Visual Textures using Diffusion
Xinyuan Zhao ⋅ Eero Simoncelli
[ OpenReview] 
Poster
None
Generalizable Physics Simulation through Compositional Energy Minimization
Alexandru Oarga ⋅ Yilun Du
[ OpenReview] 
Poster
None
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
Zachary Novack ⋅ Stephen Brade ⋅ Haven Kim ⋅ Hugo Flores ⋅ Nithya Shikarpur ⋅ Chinmay Talegaonkar ⋅ Julian McAuley ⋅ Taylor Berg-Kirkpatrick ⋅ Anna Huang
[ OpenReview] 
Poster
None
Renoise Consistency: Unlocking Efficient Self-Correction for Diffusion Large Language Models
JIHOON LEE ⋅ Yeongbin Seo ⋅ Jaehyung Kim
[ OpenReview] 
Poster
None
Frame the adversary: a structure-aware attack methodology
Vicky Kouni ⋅ Stelios Perrakis ⋅ Francis Bach ⋅ Pascal Frossard ⋅ Yann Chevaleyre
[ OpenReview] 
Poster
None
Logical Distillation of Transformer Encoders
Matteo Forasassi ⋅ Thomas Gärtner ⋅ Thomas Lukasiewicz ⋅ Sagar Malhotra
[ OpenReview] 
Poster
None
How well behaved is finite dimensional Diffusion Maps embedding?
Wenyu Bo ⋅ Marina Meila
[ OpenReview] 
Poster
None
DUST: Directional Uncertainty-aware and Scale-invariant Transfer Learning
Abhisek Chakraborty
[ OpenReview] 
Poster
None
Literati: Towards Anytime Optimal Shape Generalized Trees via AO*
Nakul Upadhya ⋅ Eldan Cohen
[ OpenReview] 
Poster
None
Hidden Forgetting in Continual Multimodal Learning: When Accuracy Survives but Grounding Fails
Qianyu Chen ⋅ Canran Xiao ⋅ Runxuan Tang
[ OpenReview] 
Poster
None
Can In-Context Learning Support Intrinsic Curiosity?
Eric Elmoznino ⋅ Sangnie Bhardwaj ⋅ Johannes von Oswald ⋅ Rajai Nasser ⋅ Blaise Aguera y Arcas ⋅ João Sacramento ⋅ Rif A. Saurous ⋅ Guillaume Lajoie
[ OpenReview] 
Poster
None
IncAgg: Efficient Memory-Enhanced Graph Learning via Incremental Aggregation
Xingyue Shi ⋅ Zhichao Hou ⋅ Jiahao Zhang ⋅ Suhang Wang ⋅ Tong Zhao ⋅ Neil Shah ⋅ Xiaorui Liu
[ OpenReview] 
Poster
None
Time to Pay Attention! Understanding High Complexity Corpus Reasoning Tasks
Prasann Singhal ⋅ Amanda Bertsch ⋅ Jacob Steinhardt ⋅ Sewon Min
[ OpenReview] 
Poster
None
When Safety Becomes An Outlier: Understanding the Retention of LLM Safety Behaviors
Binchi Zhang ⋅ Hadi Abdullah ⋅ Yiwei Cai ⋅ Jundong Li
[ OpenReview] 
Poster
None
Embedding Security Properties into AI-Enabled Cyber-Physical Systems
Ziyan An ⋅ John Stankovic ⋅ Meiyi Ma
[ OpenReview] 
Poster
None
Bayes-Optimal BER and AUC: Estimation and Evaluation of Estimators
Ryota Ushio ⋅ Takashi Ishida ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
BiLoCo: Binary Low-Rank Corrections for LLM FP4 Decode
David Jin ⋅ Beshr IslamBouli ⋅ Tarushii Goel ⋅ Han Guo ⋅ Yoon Kim
[ OpenReview] 
Poster
None
Agentic Geometry Problem Solving via Human-like Parallel Bidirectional Reasoning
Xiaokai Zhang ⋅ Ruiqing Xia ⋅ Liang Chen ⋅ Zhenhai Sun ⋅ Yuchang Yang ⋅ Tuo Leng
[ OpenReview] 
Poster
None
Learning When to Denoise: Optimizing Asynchronous Schedules for Latent Diffusion
Bingshuo Qian ⋅ Xiang Cheng
[ OpenReview] 
Poster
None
PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding
Shengyin Sun ⋅ Yiming Li ⋅ Renxi Liu ⋅ Xinqi Li ⋅ Hui-Ling Zhen ⋅ Weizhe Lin ⋅ Chen Chen ⋅ Xianzhi Yu ⋅ Mingxuan Yuan ⋅ Chen Ma
[ OpenReview] 
Poster
None
Causal heteroscedastic structure learning from incomplete temporal data
Abdellah Rahmani ⋅ Pascal Frossard
[ OpenReview] 
Poster
None
Mitigating Reward Hacking via Task Representations
Lillian Sun ⋅ Joe Benton ⋅ Eric Easley
[ OpenReview] 
Poster
None
The Causal Description Gap: Information-Theoretic Separations Across Pearl's Hierarchy
Seyedmorteza Emadi
[ OpenReview] 
Poster
None
The Era of Agentic Organization: Learning to Organize with Language Models
Zewen Chi ⋅ Li Dong ⋅ Qingxiu Dong ⋅ Yaru Hao ⋅ Xun Wu ⋅ Shaohan Huang ⋅ Furu Wei
[ OpenReview] 
Poster
None
Regret–Oracle Complexity Tradeoffs in Agnostic Online Learning
Idan Attias ⋅ Steve Hanneke ⋅ Arvind Ramaswami
[ OpenReview] 
Poster
None
Stabilizing RL+Search for Imperfect-Information Extensive-Form Games
Yinghao Li
[ OpenReview] 
Poster
None
Free Lunch for Pass@$k$? Low Cost Diverse Sampling for Diffusion Language Models
Sean Lamont ⋅ Christian Walder ⋅ Paul Montague ⋅ Amir Dezfouli ⋅ Michael Norrish
[ OpenReview] 
Poster
None
What Makes a Good Path? Factoring Manifold Support and Path Geometry
Zhixuan Zhou ⋅ Tingting Dan ⋅ Guorong Wu
[ OpenReview] 
Poster
None
Balancing Image Compression and Generation with Bootstrapped Tokenization
Haozhe Chi ⋅ Jinghan Li ⋅ Hao Jiang ⋅ Wu Sheng ⋅ Yi Ma ⋅ Jing Wang ⋅ Yadong Mu
[ OpenReview] 
Poster
None
Learning What to Predict: Downstream-Guided Task Design for Continued Pretraining
Shuqi Ke ⋅ Giulia Fanti
[ OpenReview] 
Poster
None
Exact Instance Compression for Convex Empirical Risk Minimization via Color Refinement
Bryan Zhu ⋅ Ziang Chen
[ OpenReview] 
Poster
None
Saliency-Aware Multi-Route Thinking: Grounding and Reasoning on Vision-Language Agents
Mingjia Shi ⋅ Yinhan He ⋅ Yaochen Zhu ⋅ Cassie Dong ⋅ Jundong Li
[ OpenReview] 
Poster
None
Negation Neglect: When models fail to learn negations in training
Harry Mayne ⋅ Lev McKinney ⋅ Jan Dubiński ⋅ Adam Karvonen ⋅ James Chua ⋅ Owain Evans
[ OpenReview] 
Poster
None
Rethinking Knowledge Distillation for Diffusion Language Models
Yuxuan Sun ⋅ Yuanjian Xu ⋅ Jianing Hao ⋅ Yu Li ⋅ Sowmen Das ⋅ Zhong Li ⋅ Sangwoong Yoon ⋅ Miguel Rodrigues
[ OpenReview] 
Poster
None
A Theoretical Bridge Between Long-Tailed Recognition and Continual Learning
Mahdiyar Molahasani ⋅ Michael Greenspan ⋅ Ali Etemad
[ OpenReview] 
Poster
None
Can the Parts Fool the Test? Counterfactual Pairing Cycles for Relational OOD
Yibo Zhou ⋅ Yirong Xiang
[ OpenReview] 
Poster
None
Fine-Detail Monocular Geometry Estimation with Self-Guided Sparse Volumetric Refinement
Lingyu Kong ⋅ Ruicheng Li ⋅ Ruicheng Wang ⋅ Sicheng Xu ⋅ Chengtang Yao ⋅ Jianfeng Xiang ⋅ Jiaolong Yang
[ OpenReview] 
Poster
None
Prediction Under Imperfect Compression: A Theory of Approximate MDL
Qian Li ⋅ Xinyu Mao ⋅ Shang-Hua Teng ⋅ Guangxu Yang
[ OpenReview] 
Poster
None
Action-Level Behavior Policy Optimization for Variance-Reduced Policy Gradients
Jingkai Huang ⋅ Qinxun Bai ⋅ Zhengyuan Zhou
[ OpenReview] 
Poster
None
Interaction-Aligned Robot Learning from Human Videos with Structured Graph Modeling
Jiawei Fu ⋅ Lin Yang
[ OpenReview] 
Poster
None
Scaling Whole-Body Loco-Manipulation through Compositional Data Synthesis
Yufei Zhu ⋅ Runyi Yu ⋅ Yinhuai Wang ⋅ Aoru Xue ⋅ Qin Sun ⋅ Qingqiu Huang ⋅ Xinge ZHU ⋅ Zhiyang Dou ⋅ Yuexin Ma
[ OpenReview] 
Poster
None
World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry
Yuejiang Liu ⋅ Fan Feng ⋅ Lingjing Kong ⋅ Weifeng Lu ⋅ Jinzhou Tang ⋅ Kun Zhang ⋅ Kevin Murphy ⋅ Chelsea Finn ⋅ Yilun Du
[ OpenReview] 
Poster
None
Loss is Not Behavior: A Unified Output-Space Analysis of Gradient-Based Machine Unlearning
Xingjian Zhao ⋅ Mohammad Mohammadi Amiri ⋅ Malik Magdon-Ismail
[ OpenReview] 
Poster
None
Learning Neuronal Wiring Rules from Morphological Token Sequences
Sidharth Goel ⋅ Erdem Varol
[ OpenReview] 
Poster
None
KernelDNA: Cross-Layer Kernel Sharing via Decoupled Neural Adapters
Yadong Zhang ⋅ Haiduo Huang ⋅ Yinghui Xu ⋅ Tian Xia ⋅ Wenzhe zhao ⋅ Pengju Ren
[ OpenReview] 
Poster
None
Matched-Control Tests of Partition-Source Claims in One Routed Distillation Family
Bob Li ⋅ Chloe Cao ⋅ Constance Liu
[ OpenReview] 
Poster
None
High-dimensional Gaussian Graphical Model Testing for Long-Memory Time Series
Percy S. Zhai ⋅ Ping-Shou Zhong ⋅ Wei Biao Wu
[ OpenReview] 
Poster
None
Stochastic Interpolants via Conditional Dependent Coupling
Chenrui Ma ⋅ Xi Xiao ⋅ Tianyang Wang ⋅ Xiao Wang ⋅ Yanning Shen
[ OpenReview] 
Poster
None
Convergence of Near-Linear Width ReLU Networks with Unbalanced Initialization
Zhenghao Xu ⋅ Rachel Ward ⋅ Molei Tao ⋅ Tuo Zhao
[ OpenReview] 
Poster
None
Assessing Per-Sample Membership Inference Vulnerability without Retraining
Valentin Dorseuil ⋅ Jamal Atif ⋅ Olivier Cappé
[ OpenReview] 
Poster
None
Emergent Steering Beyond Endpoint Alignment in Chemical Reaction Models
Yili Shen ⋅ Kehan Guo ⋅ Haomin Zhuang ⋅ Xiangliang Zhang
[ OpenReview] 
Poster
None
BuresTomFlow: Bures-Geometric Flow Matching for Posterior Quantum Tomography
Lu Wei ⋅ Yufeng Wang ⋅ Chenfeng Cao ⋅ Haibin Ling
[ OpenReview] 
Poster
None
MemContract: Contract-Sensitive Evaluation for Mutable Agent Memory
Charley Li ⋅ Alice Cao
[ OpenReview] 
Poster
None
Efficient and Robust Physical 3DGS-MPM Simulation via Interior Filling and Text-Physics Optimization
Yikun Ma ⋅ Yiqing Li ⋅ Jingwen Ye ⋅ Zhongkai Wu ⋅ Weidong Zhang ⋅ Lin Gao ⋅ Zhi Jin
[ OpenReview] 
Poster
None
Taming the Curses of Multiagency in Robust Markov Games with Large State Space through Linear Function Approximation
Jingchu Gai ⋅ Laixi Shi
[ OpenReview] 
Poster
None
FARE: Forensic Acceptance Region Estimation for Catching Bait-and-Switch Image Generators
Kai Yao ⋅ Marc Juarez
[ OpenReview] 
Poster
None
Optimal Transport Reweighting for Robust Learning under Spurious Correlations and Label Noise
Sungho Jo ⋅ Seonghwi Kim ⋅ Wonsang Yun ⋅ Minwoo Chae
[ OpenReview] 
Poster
None
Empirical regularities in subjective decision-making by LLMs
Katy Blumer ⋅ Jon Kleinberg ⋅ Ravi Kumar ⋅ Andrew Tomkins
[ OpenReview] 
Poster
None
V-GIFT: Boosting Visual Instruction Tuning with Self-Supervised Guidance
Sophia Sirko-Galouchenko ⋅ Monika Wysoczańska ⋅ Andrei Bursuc ⋅ Nicolas THOME ⋅ Spyridon Gidaris
[ OpenReview] 
Poster
None
CS-DICE: Offline Reinforcement Learning with Coherent Occupancy Regularization
Jeremías Figueiredo Paschmann
[ OpenReview] 
Poster
None
Foresight-over-Graph: Reasoning Beyond Local Horizons for Knowledge Base Question Answering
Yang Hong ⋅ Yang Yajun ⋅ Xin Wang ⋅ Liping Jing ⋅ Qinghua Hu
[ OpenReview] 
Poster
None
MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search
Minkyoung Cho ⋅ Insu Jang ⋅ Shuowei Jin ⋅ Zesen Zhao ⋅ Adityan Jothi ⋅ Ethem F Can ⋅ Min-Hung Chen ⋅ Zhuoqing Morley Mao
[ OpenReview] 
Poster
None
Conformal Prediction for Time-Dependent PDEs
Joshua Stiller ⋅ Annika Schneider ⋅ Eyke Hüllermeier
[ OpenReview] 
Poster
None
Perfect Parallelization in Mini-Batch SGD with Classical Momentum Acceleration
Sachin Garg ⋅ Michal Derezinski
[ OpenReview] 
Poster
None
COPRA: Conditional Parameter Adaptation with Reinforcement Learning for Video Anomaly Detection
Darryl Cherian Jacob ⋅ Xinyu Liu ⋅ Kai Wang ⋅ Pan He
[ OpenReview] 
Poster
None
Online Active Testing: Adaptive Importance Sampling for Unbiased Risk Estimation in Data Streams
Hugo Schmutz ⋅ Hachem Kadri ⋅ Thierry Artières
[ OpenReview] 
Poster
None
SO(3)-Equivariant Learning on CAD Boundary Representations
Matteo Ballegeer ⋅ Dries Benoit
[ OpenReview] 
Poster
None
Breadcrumbing Search Agents: Per-Turn Scheming Over Long-Horizon Trajectories
Xuebin Li ⋅ Hanqing Zhao ⋅ Siyuan Liang ⋅ Kejiang Chen ⋅ Weiming Zhang ⋅ Dacheng Tao ⋅ Nenghai Yu
[ OpenReview] 
Poster
None
IADR: Interface-Augmented Neural Operator for Phase-Field Mean-Curvature Flow
Qinyi Zhang ⋅ Duanyu Feng ⋅ Yangshuai Wang ⋅ Hao Wang
[ OpenReview] 
Poster
None
WaveMamba: Wave-Inspired Cross-Modal Fusion for Robust event-image Semantic Segmentation
Adeel F Mirza ⋅ Zaiyue Yang ⋅ Muntazir Hussain
[ OpenReview] 
Poster
None
Learn from your own latents and not from tokens: A sample-complexity theory
Daniel Korchinski ⋅ Alessandro Favero ⋅ Matthieu Wyart
[ OpenReview] 
Poster
None
ScreenShot: A Foundation Model for Few-Shot Combination Drug Screening
Antoine De mathelin ⋅ Christopher Tosh ⋅ Wesley Tansey
[ OpenReview] 
Poster
None
Causal Abstractions, Categorically Unified
Markus Englberger ⋅ Devendra Singh Dhami
[ OpenReview] 
Poster
None
Feature Information Dynamics in Diffusion
Jia-Shu Pan ⋅ Tao Zhang ⋅ Yufei Huang ⋅ Yanjun Sheng ⋅ Tailin Wu
[ OpenReview] 
Poster
None
Monroe: A Molecular Foundation Model for In-context Probabilistic Inference
Blazej Banaszewski ⋅ Andrew Fitzgibbon
[ OpenReview] 
Poster
None
Distillation of Foundation Models for Time-dependent PDEs
Daniel Musekamp ⋅ Boshra Ariguib ⋅ Andrei Manolache ⋅ Mathias Niepert
[ OpenReview] 
Poster
None
Denoising-Time Heterogeneity in VLA Action Generation: A Controlled Study via Step-Wise Expert
Baolong Gao ⋅ Yuhan Dong ⋅ Xudong Zhang ⋅ Yikai Wang
[ OpenReview] 
Poster
None
Automated Reformulation of Robust Optimization via Memory-Augmented Large Language Models
Jinbiao Chen ⋅ Shuang Jin ⋅ Guoyun Zhang ⋅ Junyu Zhang ⋅ Guanyi Wang ⋅ Hanzhang Qin
[ OpenReview] 
Poster
None
Emergence of a Shared Canonical Object Frame from In-the-Wild Videos
Tom Fischer ⋅ Martin Sundermeyer ⋅ Adam Kortylewski ⋅ Eddy Ilg
[ OpenReview] 
Poster
None
Bridging Compute- and Data-Optimal Pretraining
Tian Qin ⋅ Kimia Hamidieh ⋅ David Alvarez-Melis
[ OpenReview] 
Poster
None
UDT: Reconciling U-Nets and Diffusion Transformers with Data-Adaptive Token Reduction
Junno Yun ⋅ Yasar Utku Alcalar ⋅ Mehmet Akcakaya
[ OpenReview] 
Poster
None
PAIR-CI: Calibrated Conditional Independence Testing for Causal Discovery with Incomplete Data
Thomas S. Robinson ⋅ Ranjit Lall
[ OpenReview] 
Poster
None
DDACOM: Dual-Decoupled Adaptive Communication for Multi-Agent Reinforcement Learning under Dynamic Networks
Yiqun Wu ⋅ QI WANG ⋅ Mengxian Li ⋅ Yongjun Xu
[ OpenReview] 
Poster
None
MinMax Recurrent Neural Cascades
Alessandro Ronca
[ OpenReview] 
Poster
None
NorSA: Accelerating LLM Decoding via Normalized Sparse Activation
Tianteng Gu ⋅ Bo Xiao ⋅ Ke Zeng ⋅ Shuai Shi ⋅ Wangyou Zhang ⋅ Chenda Li ⋅ Yanmin Qian
[ OpenReview] 
Poster
None
Efficient algorithms for linear regression with heteroskedastic errors
Sergei Vassilvitskii ⋅ Silvio Lattanzi ⋅ Aditya Bhaskara ⋅ Siddhant Chaudhary
[ OpenReview] 
Poster
None
Collaborative Reasoning Distillation via Cross-Feedback and Coherent Curation
Taehoon Kim ⋅ Seunggeun Cho ⋅ Dongsu Han
[ OpenReview] 
Poster
None
Where to Approximate in Neurosymbolic Inference?
Samy Badreddine ⋅ Emile van Krieken ⋅ Luciano Serafini ⋅ Antonio Vergari
[ OpenReview] 
Poster
None
Overcoming Rank Collapse in Feedback Alignment
Gauthier Boeshertz ⋅ Razvan Pascanu ⋅ Claudia Clopath
[ OpenReview] 
Poster
None
Physics-Informed Optimal Control by Control-Only Supervision with Error Guarantees on Value and Policy
Zihua Wang ⋅ Xiaopei Jiao ⋅ Yunfeng Cai
[ OpenReview] 
Poster
None
Decomposing Conformal Uncertainty: Calibration- and Instance-Driven Feature Attribution
Sangyeon Cho ⋅ Minyoung Cho ⋅ Jungsoo Kim ⋅ Sujeong Oh ⋅ Sanghack Lee
[ OpenReview] 
Poster
None
PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation
Yidong Huang ⋅ Zun Wang ⋅ Han Lin ⋅ Dong-Ki Kim ⋅ Shayegan Omidshafiei ⋅ Jaehong Yoon ⋅ Jaemin Cho ⋅ Yue Zhang ⋅ Mohit Bansal
[ OpenReview] 
Poster
None
TreemapMix: Dirichlet-Controlled Multi-Image Augmentation for Probability and Ordinal Supervision
Ejafa Bassam ⋅ Konstantin Garbers ⋅ Yingsheng Geng ⋅ Dalton Jens ⋅ Jiaxu Qian ⋅ Guyue Liu
[ OpenReview] 
Poster
None
MorphGen: Controllable Cell-Image Generation with Biological Representation Alignment
Berker Demirel ⋅ Marco Fumero ⋅ Theofanis Karaletsos ⋅ Francesco Locatello
[ OpenReview] 
Poster
None
Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation
Zhankun Luo ⋅ Antesh Upadhyay ⋅ M. B Sahin ⋅ Sang Bin Moon ⋅ Anuran Makur ⋅ Abolfazl Hashemi
[ OpenReview] 
Poster
None
On the Impact of Side-Information in Bandit Learning: More is Not Always Merrier
Ramakrishnan Krishnamurthy
[ OpenReview] 
Poster
None
Forecasting Downstream Performance of LLMs With Proxy Metrics
Arkil Patel ⋅ Siva Reddy ⋅ Marius Mosbach ⋅ Dzmitry Bahdanau
[ OpenReview] 
Poster
None
Stochastic Matching Bandits with Rare Optimization Updates
Jung-hun Kim ⋅ Min-hwan Oh
[ OpenReview] 
Poster
None
Beyond Encoder Accumulation: Measuring Encoder Roles in Multi-Encoder VLMs
Wei Ding ⋅ Yudong Zhang
[ OpenReview] 
Poster
None
TraXion: Rethinking Pre-training Frameworks for Mobility and Beyond
Shang-Ling Hsu ⋅ Mark Tenzer ⋅ Cyrus Shahabi ⋅ Khurram Shafique
[ OpenReview] 
Poster
None
Computationally sufficient statistics for Ising models
Abhijith Jayakumar ⋅ Shreya Shukla ⋅ Marc Vuffray ⋅ Andrey Lokhov ⋅ Sidhant Misra
[ OpenReview] 
Poster
None
Efficient Gradient-Aware Asynchronous Reinforcement Learning for LLM Post-Training
Songhan Yang ⋅ Jie Wang ⋅ Yinqi Bai ⋅ Tong Xialiang ⋅ Jianye Hao ⋅ Mingxuan Yuan ⋅ Feng Wu
[ OpenReview] 
Poster
None
Phase Transitions in Heavy-Tailed Mean Estimation under $\ell_p$ Norms
Ishaq Aden-Ali ⋅ Yeshwanth Cherapanamjeri ⋅ Mikael Møller Høgsgaard ⋅ Kasper Green Larsen ⋅ Nikita Zhivotovskiy
[ OpenReview] 
Poster
None
Online Budget Allocation with Censored Semi-Bandit Feedback
François Bachoc ⋅ Nicolò Cesa-Bianchi ⋅ Tom Cesari ⋅ Roberto Colomboni
[ OpenReview] 
Poster
None
Multi-Agent Coordination via Support-Preserving Distillation
Sangmin Lee ⋅ Youngju Na ⋅ Chanmi Lee ⋅ Sung-eui Yoon
[ OpenReview] 
Poster
None
A Unified Framework for Uniform-Price Resource Allocation Mechanisms
Ioannis Caragiannis ⋅ Dimitris Fotakis ⋅ Stratis Skoulakis
[ OpenReview] 
Poster
None
Online Control with Multiple Sensors
Matthew Faw ⋅ Siva Theja Maguluri
[ OpenReview] 
Poster
None
RL-Inf: Tracking Non-local Training Data Influence for Online Reinforcement Learning
Shixuan Liu ⋅ Cheng Tang ⋅ Yuzheng Hu ⋅ Fan Wu ⋅ Han Zhao ⋅ Jiaqi Ma
[ OpenReview] 
Poster
None
From Contexts to Conditionals: Statistical Self-Consistency of Persona Prompting
Patrik Wolf ⋅ Thomas Kleine Buening ⋅ Andreas Krause ⋅ Celestine Mendler-Dünner
[ OpenReview] 
Poster
None
DeltaPrompts: Escaping the Zero-Delta Trap in Multimodal Distillation
Jaehun Jung ⋅ Hyunwoo Kim ⋅ Brandon Cui ⋅ Ximing Lu ⋅ David Acuna ⋅ Prithviraj Ammanabrolu ⋅ Yejin Choi
[ OpenReview] 
Poster
None
DSSA: Dynamic Sparse Semantic Anchoring for Purifying Protective Perturbations against Diffusion Models
Weiwei Tan ⋅ Rui Wang ⋅ Lihua Jing ⋅ Yanjun Zhang ⋅ Runbo Li ⋅ Zhishen Wang ⋅ Leo Yu Zhang
[ OpenReview] 
Poster
None
Learning to Persuade Exposes How Easily LLMs Abandon Correct Beliefs
Nimet Beyza Bozdag ⋅ Emre Can Acikgoz ⋅ Gokhan Tur ⋅ Dilek Hakkani-Tur
[ OpenReview] 
Poster
None
Hierarchical Concept Geometry in Language Representations Emerges from Word Co-occurrence
Andres Nava ⋅ Matthieu Wyart
[ OpenReview] 
Poster
None
First-Order Regret for Online Convex Optimization with Memory and Online Nonstochastic Control
Karan Singh
[ OpenReview] 
Poster
None
Control Charts for Multi-Agent Systems
Hayden Helm ⋅ Carey E Priebe ⋅ Brandon Duderstadt
[ OpenReview] 
Poster
None
Data Diversity Drives the Emergence of Symbolic Mechanisms Supporting Abstract Reasoning
Melody Li ⋅ Taylor Webb
[ OpenReview] 
Poster
None
Universal and Efficient Computation with 2D Attention
Christos Tzamos ⋅ Guoqing Zheng ⋅ Athul Jacob
[ OpenReview] 
Poster
None
Control Under the Wrong Model Is Better Than Under the Correct One
Francesco Damiani ⋅ Ruben Moreno Bote
[ OpenReview] 
Poster
None
MIND: Monge Inception Distance for Generative Models Evaluation
Quentin Berthet ⋅ Clement CREPY ⋅ Romuald Elie ⋅ Klaus Greff ⋅ Michael E Sander ⋅ Yu-Han Wu
[ OpenReview] 
Poster
None
Adapting to Conflict: Equilibrium Structure and Adaptive Learning in Harmonic Games
Davide Legacci ⋅ Panayotis Mertikopoulos ⋅ Bary Pradelski
[ OpenReview] 
Poster
None
Quantifying and Optimizing Path Uncertainty in Masked Diffusion Models
Ziyu Chen ⋅ Xinbei Jiang ⋅ PENG SUN ⋅ Tao Lin
[ OpenReview] 
Poster
None
LeCellModel: Interpretable Density Estimation over the Gene Expression Manifold
Gil Karin ⋅ Artemy Bakulin ⋅ Nir Yosef
[ OpenReview] 
Poster
None
The Sampling Complexity of Condorcet Winner Identification in Dueling Bandits
El Mehdi Saad ⋅ Victor Thuot ⋅ Nicolas Verzelen
[ OpenReview] 
Poster
None
Predict-Project-Renoise: Sampling Diffusion Models under Hard Constraints
Omer Rochman Sharabi ⋅ Gilles Louppe
[ OpenReview] 
Poster
None
Causal Discovery over Clusters of Variables in Non-Markovian Systems
Tara Anand ⋅ Adèle H Ribeiro ⋅ Jin Tian ⋅ George Hripcsak ⋅ Elias Bareinboim
[ OpenReview] 
Poster
None
Sparse Sum-of-Squares Layers for Certified Learning
Ege Gursoy ⋅ Nicolas Mansard
[ OpenReview] 
Poster
None
AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems
Jaewon Chu ⋅ jinwoo seo ⋅ Jaewon Cho ⋅ Jeehye Na ⋅ Yunyang Xiong ⋅ Youngdae Kim ⋅ Hyunwoo J. Kim
[ OpenReview] 
Poster
None
SAMPPO: Structure-Aware Mirror Proximal Policy Optimization
Corinna Cortes ⋅ Mehryar Mohri ⋅ Yutao Zhong
[ OpenReview] 
Poster
None
The Mechanism of Weak-to-Strong Generalization: Feature Elicitation from Latent Knowledge
Ryoya Awano ⋅ Taiji Suzuki
[ OpenReview] 
Poster
None
Scaling Limits of Long-Context Transformers
Giuseppe Bruno ⋅ Chen ⋅ Zhengjiang Lin ⋅ Yury Polyanskiy ⋅ Philippe Rigollet
[ OpenReview] 
Poster
None
AgentWeave: Efficient Distributed Agent Serving via Flow Decomposition
Kaibin Guo ⋅ Pengtu Li ⋅ Zicong Hong ⋅ Zhiyuan Fang ⋅ Wuhui Chen ⋅ Rachid Guerraoui ⋅ Anne-marie Kermarrec
[ OpenReview] 
Poster
None
EM-NeSy: Expectation Maximization for Neurosymbolic Learning
Annegret Seibt ⋅ Luc De Raedt ⋅ Giuseppe Marra
[ OpenReview] 
Poster
None
Curriculum Learning for Safety Alignment
Sandeep Kumar ⋅ Virginia Smith ⋅ Chhavi Yadav
[ OpenReview] 
Poster
None
Fixed Universal Transformers
Jingwen Liu ⋅ Alexandr Andoni ⋅ Daniel Hsu
[ OpenReview] 
Poster
None
Beyond Single-Step Likelihood: Gibbs Variational Last Layers for Long-Horizon Dynamics Learning
Paul Brunzema ⋅ Henrik Hose ⋅ Sebastian Trimpe
[ OpenReview] 
Poster
None
Scaling Causal Reasoning with Increasingly Complex Causal Simulators
Nicolás Astorga ⋅ Anita Kriz ⋅ Mihaela van der Schaar
[ OpenReview] 
Poster
None
Semiparametrically Efficient Inference for Kernel Measures of Noise Heterogeneity
Jakub Wornbard ⋅ Zikai Shen ⋅ Dimitri Meunier ⋅ Arthur Gretton
[ OpenReview] 
Poster
None
Worst-Case Regret Bounds for Combinatorial Bandits with Ranking Feedback
Cristiano Migali ⋅ Gianmarco Genalti ⋅ Alberto Maria Metelli ⋅ Marco Mussi
[ OpenReview] 
Poster
None
Path Dependence under Adaptive AI Delegation
Lingxiao Huang ⋅ Nisheeth K. Vishnoi
[ OpenReview] 
Poster
None
Adapting Actively on the Fly: Relevance-Guided Online Meta-Learning with Latent Concepts for Geospatial Discovery
Khan ⋅ Anindya Sarkar ⋅ Yevgeniy Vorobeychik ⋅ Elizabeth Bondi-Kelly
[ OpenReview] 
Poster
None
The Price of Locality in Label Privacy: Optimal Rates for Classification and Regression
Zongrui Zou ⋅ Mina Dalirrooyfard ⋅ Jingcheng Liu ⋅ Jalaj Upadhyay
[ OpenReview] 
Poster
None
Closed-Loop Alignment: Socially Coupled In-Context Learning and Relational Posterior Collapse
Hidenori Tanaka
[ OpenReview] 
Poster
None
On the Divergence of Differential Temporal Difference Learning without Local Clocks
David Antrobius ⋅ Shangtong Zhang
[ OpenReview] 
Poster
None
Distilling LLM Feedback for Lean Theorem Proving
Gaëtan Narozniak ⋅ Gérard Biau ⋅ Remi Munos ⋅ Ahmad Rammal ⋅ Pierre Marion
[ OpenReview] 
Poster
None
Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift
Kevin Ren ⋅ Manish Raghavan ⋅ Nikhil Garg
[ OpenReview] 
Poster
None
Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces
Nicolás Astorga ⋅ Nabeel Seedat ⋅ Mihaela van der Schaar
[ OpenReview] 
Poster
None
Malicious Node Injection: A Transferable Adversarial Attack on GNN Fairness
Haotian Zhang ⋅ He Huang ⋅ Shuang Cui ⋅ Yu-e Sun
[ OpenReview] 
Poster
None
Do multimodal models imagine electric sheep?
Santhosh Kumar Ramakrishnan ⋅ Carl Vondrick ⋅ Raja Giryes ⋅ Philipp Kraehenbuehl ⋅ Vladlen Koltun
[ OpenReview] 
Poster
None
Beyond DSA: Conjugacy-based Comparison of Dynamical Systems
Prakhar Godara ⋅ Pang S Tay ⋅ Marcelo G Mattar
[ OpenReview] 
Poster
None
Unified Approach for Weakly Supervised Multicalibration
Futoshi Futami ⋅ Takashi Ishida
[ OpenReview] 
Poster
None
How Much of a Model Do We Need? Redundancy and Slimmability in Remote Sensing Foundation Models
Leonard Hackel ⋅ Begum Demir ⋅ Tom Burgert
[ OpenReview] 
Poster
None
A Dual-Domain Vision Transformer with Spectral Positional Bias
Abdulaziz Alshamsi ⋅ Abdulla Alghfeli ⋅ Chenghua Lin ⋅ Hujun Yin
[ OpenReview] 
Poster
None
What Transformer FFNs Never See: Theory, Diagnosis, and Lightweight Remediation
Tinghe Zhang ⋅ Yucheng Xiao ⋅ Alex Lamb
[ OpenReview] 
Poster
None
TEMPO: Temporal Enforcement via Mode-Separated Policy Optimization for Trustworthy LLM Backtesting
Zeyu Zhang ⋅ Bradly Stadie
[ OpenReview] 
Poster
None
3DSPA: A 3D Semantic Point Autoencoder for Evaluating Video Realism
Bhavik Chandna ⋅ Kelsey Allen
[ OpenReview] 
Poster
None
Off-policy Learning with Excursion Policies
Jiamin He ⋅ Mark Rowland ⋅ Daniel (Zhaohan) Guo ⋅ Hado van Hasselt ⋅ Diana Borsa
[ OpenReview] 
Poster
None
Overcoming the Resolution Limit: Significance-Aware Regularization for Intersectional Fairness
Antonio Ferrara ⋅ André Panisson ⋅ Francesco Cozzi ⋅ Alan Perotti ⋅ Francesco Bonchi
[ OpenReview] 
Poster
None
Behavioral Geometric Supervision Aligns Video Foundation Models with Human Social Perception
Kathy Garcia ⋅ Leyla Isik
[ OpenReview] 
Poster
None
Forgetting Has Neighbors: Localized Collateral Forgetting in Machine Unlearning
Polina Dolgova ⋅ Sebastian Stich
[ OpenReview] 
Poster
None
Tracing Actual Causes with Counterfactual Witness Maps
Tim Woydt ⋅ Matej Zečević ⋅ Kristian Kersting ⋅ Moritz Willig
[ OpenReview] 
Poster
None
A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits
Yuyang Zhang ⋅ Yifu Zhang ⋅ Xuehai Zhou ⋅ Xiaoyin Chen
[ OpenReview] 
Poster
None
Independent Learning of Nash Equilibria in Partially Observable Markov Potential Games with Decoupled Dynamics
Philip Jordan ⋅ Maryam Kamgarpour
[ OpenReview] 
Poster
None
Proper Scoring Rules for Agentic Uncertainty Quantification
Suresh Raghu ⋅ Satwik Pandey ⋅ Shashwat Pandey
[ OpenReview] 
Poster
None
Marginal-Nonuniform Multiclass Learning
Nataly Brukhim ⋅ Steve Hanneke ⋅ Amirreza Shaeiri ⋅ Maximilian Thiessen
[ OpenReview] 
Poster
None
Unsupervised Physics Informed Decomposition of Incomplete Time-Resolved Spectroscopy
Tom Muir ⋅ Qifeng Liu ⋅ Mohammadrahim Kazemzadeh ⋅ William Mills ⋅ Ales Leonardis ⋅ Huabing Yin ⋅ Alexander Krull
[ OpenReview] 
Poster
None
Enabling approximate joint sampling in diffusion LMs
Parikshit Bansal ⋅ Sujay Sanghavi
[ OpenReview] 
Poster
None
Scaling Full Conformal Image Classifiers
Julio Silva-Rodríguez ⋅ Ender Konukoglu
[ OpenReview] 
Poster
None
Steering Externalities: Benign Activation Steering Unintentionally Increases Jailbreak Risk for Large Language Models
Chen Xiong ⋅ Zhiyuan HE ⋅ Pin-Yu Chen ⋅ Ching-Yun Ko ⋅ Tsung-Yi Ho
[ OpenReview] 
Poster
None
Lie Generator Networks for Nonlinear Partial Differential Equations
Shafayeth Jamil ⋅ Rehan Kapadia
[ OpenReview] 
Poster
None
Splatting the Invisible: Geometry and Appearance Scene Completion from Sparse Views
Wesley Khademi ⋅ Fuxin Li
[ OpenReview] 
Poster
None
Token Time Continuous Diffusion for Language Modeling
Parikshit Bansal ⋅ Sujay Sanghavi
[ OpenReview] 
Poster
None
Spectral Transformer Neural Processes
XIANHE CHEN ⋅ Hao Chen ⋅ Yingzhen Li
[ OpenReview] 
Poster
None
Stable Max Coverage Under a Cardinality Constraint
Themistoklis Haris ⋅ Fabian Spaeh ⋅ Nithin Varma ⋅ Yuichi Yoshida
[ OpenReview] 
Poster
None
Discovering Mechanistic Models of Neural Activity: System Identification in an in Silico Zebrafish
Jan-Matthis Lueckmann ⋅ Viren Jain ⋅ Michal Januszewski
[ OpenReview] 
Poster
None
Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models
Dario Rancati ⋅ Max Welling ⋅ Francesco Locatello
[ OpenReview] 
Poster
None
Multigroup Fairness and Omniprediction: Separations and Equivalences
Sílvia Casacuberta ⋅ Parikshit Gopalan ⋅ Varun Kanade ⋅ Omer Reingold ⋅ Konstantinos Stavropoulos ⋅ Pranay Tankala
[ OpenReview] 
Poster
None
NestRL: A Nested Training Regime for Mutual Adaptation in Human–AI Teaming
Upasana Biswas ⋅ Durgesh Kalwar ⋅ Subbarao Kambhampati ⋅ Sarath Sreedharan
[ OpenReview] 
Poster
None
Nonparametric Distribution Matching for Self-Supervised Whole-Slide Image Condensation
Duong Nguyen ⋅ Nghia Hoang ⋅ Hang T Nguyen ⋅ Thanh Trung Huynh ⋅ Phi Le Nguyen ⋅ Minh Do
[ OpenReview] 
Poster
None
A Locality-Aware Surrogate for Natural-Gradient Descent in Quantum Optimization
Md Mobasshir Arshed Naved ⋅ Wenbo Xie ⋅ Wojciech Szpankowski ⋅ Ananth Grama
[ OpenReview] 
Poster
None
Unrolled gradients in disguise: bridging interpolation-based and Jacobian regularization for stable neural dynamics
Maya Janvier ⋅ Etienne Meunier
[ OpenReview] 
Poster
None
Synthetic Tasks for Training AutoResearch
Ziyang Cai ⋅ Seyyedamirhossein Saeidi ⋅ Harkirat Singh Behl
[ OpenReview] 
Poster
None
Caterpillar GNN: Replacing Message Passing with Graph-Level Aggregation
Marek Černý
[ OpenReview] 
Poster
None
How to make the most of your masked language model for protein engineering
Calvin McCarter ⋅ Nick Bhattacharya ⋅ Sebastian Ober ⋅ Hunter Elliott
[ OpenReview] 
Poster
None
Hierarchical Task Network Planning with LLM-Generated Heuristics
Felipe Meneguzzi ⋅ Alexandre Buchweitz ⋅ Augusto B. Corrêa ⋅ Victor S Putrich ⋅ André G. Pereira
[ OpenReview] 
Poster
None
Efficient Adaptive Data Analysis over Dense Data Distributions
Joon Suk Huh
[ OpenReview] 
Poster
None
Exploring Lifelong Adaptation: In-Context Reinforcement Learning in Non-Stationary Environments
Ye Wang ⋅ Kaiqian Cui ⋅ Xinrun Xu ⋅ Tao Zhang ⋅ Qin Jin
[ OpenReview] 
Poster
None
On the Robustness of Watermarking for Autoregressive Image Generation
Andreas Müller ⋅ Denis Lukovnikov ⋅ Shingo Kodama ⋅ Minh Pham ⋅ Anubhav Jain ⋅ Jonathan Petit ⋅ Niv Cohen ⋅ Asja Fischer
[ OpenReview] 
Poster
None
Advanced Routing as Regularization Allocation for Efficient Diffusion Transformer Training
Qin MA ⋅ XIAOQI SUN ⋅ bo li ⋅ Yuquan Zhou ⋅ Weizhong Zhang
[ OpenReview] 
Poster
None
Chaining 2-FWL GNNs for Combinatorial Graph Alignment
Marc Lelarge
[ OpenReview] 
Poster
None
PACE-dLLM: Elastic Block Decoding via Confidence Cliff Estimation for Diffusion Language Models
Xiaocheng Lu ⋅ Shuhan Guo ⋅ Ziyue Ma ⋅ Jie ZHANG ⋅ Jian Liu ⋅ Jingcai Guo ⋅ Haoxuan Che ⋅ Song Guo
[ OpenReview] 
Poster
None
Autoregressive Learning in Joint KL: Sharp Oracle Bounds and Lower Bounds
Yunbei Xu ⋅ Yuzhe Yuan ⋅ Ruohan Zhan
[ OpenReview] 
Poster
None
On Concentration Inequalities for Sampling without Replacement
Shaojie Li ⋅ Bowei Zhu ⋅ Yong Liu
[ OpenReview] 
Poster
None
TORNADO: Adaptive Latent Stochastic Transport for Calibrated Probabilistic PDE Forecasting
Jorge Mifsut Benet ⋅ Armand Kassaï Koupaï ⋅ Ramon Daniel Regueiro-espino ⋅ Nicolas Baskiotis ⋅ Patrick Gallinari
[ OpenReview] 
Poster
None
Failing to Falsify: Evaluating and Mitigating Confirmation Bias in Language Models
Ayush Rajesh Jhaveri ⋅ Anthony GX-Chen ⋅ Ilia Sucholutsky ⋅ Eunsol Choi
[ OpenReview] 
Poster
None
Hodge Laplacian Quasi-Harmonic Flows for Option Discovery
Andreas Theophilou ⋅ Özgür Şimşek
[ OpenReview] 
Poster
None
Theoretical guarantees for Banded Approximations of Gaussian Processes
Omar Kassi ⋅ Bernhard Stankewitz ⋅ Botond Szabo
[ OpenReview] 
Poster
None
Values as Style: Disentangling Values from Semantics with One-Way Mixing for Low-Damage LLM Steering
Jiale Dai ⋅ Hongcan Deng ⋅ Liuxian Ma ⋅ Xiaoke Niu ⋅ Guojie Song
[ OpenReview] 
Poster
None
Synaptic Strength Controls Trainability and Structural Stability in Rank-Deficient RNNs
Fatih Dinc ⋅ Edouard Ponnat ⋅ Henrik Weyer ⋅ Yanin Guerra ⋅ Nina Miolane
[ OpenReview] 
Poster
None
Regularized Large Neighborhood Search
Germain Vivier-Ardisson ⋅ Laurent Demonet ⋅ Axel Parmentier ⋅ Mathieu Blondel
[ OpenReview] 
Poster
None
GRAM: Group-wise Rank-Aware Modal Merging via Subspace Alignment
Di Wu ⋅ Shuaidong Pan
[ OpenReview] 
Poster
None
A Biconvex Formulation for Stable Transport of Mixture Models with a Unique Solution
Yeganeh Marghi ⋅ Kelly Jin ⋅ Uygar Sümbül
[ OpenReview] 
Poster
None
Sharper Guarantees for Misspecified Kernelized Bandit Optimization
Davide Maran ⋅ Csaba Szepesvari
[ OpenReview] 
Poster
None
Contrastive Nonmyopic Objective Cost-Tradeoff Acquisition for Longitudinal Data
Dzung Dinh ⋅ Boqi Chen ⋅ Yunni Qu ⋅ Marc Niethammer ⋅ Junier Oliva
[ OpenReview] 
Poster
None
Heteroscedastic Variational Last Layers
James Harrison ⋅ John Willes ⋅ Mikkel Jordahn ⋅ Paul Brunzema ⋅ Jasper Snoek
[ OpenReview] 
Poster
None
Hierarchical Regime-Conditioned Dynamics for Spatiotemporal Graphs
Jeremy Baffou ⋅ Pascal Frossard ⋅ Dorina Thanou
[ OpenReview] 
Poster
None
Distributionally Robust Token Optimization in RLHF
Yeping Jin ⋅ Jiaming Hu ⋅ Yannis Paschalidis
[ OpenReview] 
Poster
None
How Do Language Models Understand Tables? A Mechanistic Analysis of Cell Location
Xuanliang Zhang ⋅ Dingzirui Wang ⋅ Keyan Xu ⋅ Qingfu Zhu ⋅ Wanxiang Che
[ OpenReview] 
Poster
None
Theoretical Limits of Language Model Alignment
Lucas Monteiro Paes ⋅ Natalie Mackraz ⋅ Barry-John Theobald ⋅ Federico Danieli
[ OpenReview] 
Poster
None
Your Hypergradient is Skewed: Antithetic Neumann Estimation for Bilevel Optimization
Jason Bohne ⋅ Pawel Polak ⋅ Gary Kazantsev ⋅ David Rosenberg
[ OpenReview] 
Poster
None
Revisiting Subgradient Dominance in Robust MDPs: Counterexamples, Hardness, and Sufficient Conditions
Toshinori Kitamura ⋅ Arnob Ghosh ⋅ Alex Ayoub ⋅ Thang Chu ⋅ Csaba Szepesvari
[ OpenReview] 
Poster
None
Permutation-Invariant Spectral Learning via Dyson Diffusion
Tassilo Schwarz ⋅ Cai Dieball ⋅ Constantin Kogler ⋅ Renaud Lambiotte ⋅ Arnaud Doucet ⋅ Aljaz Godec ⋅ George Deligiannidis
[ OpenReview] 
Poster
None
Information Templates: A New Paradigm for Intelligent Active Feature Acquisition
Hung-Tien Huang ⋅ Dzung Dinh ⋅ Junier Oliva
[ OpenReview] 
Poster
None
Sup-Norm Error under Proportional Asymptotics: Phase Transitions under Linear Regression
Lin Liu ⋅ Debarghya Mukherjee ⋅ Rajarshi Mukherjee ⋅ Zixiao Jolene Wang
[ OpenReview] 
Poster
None
MURPHY: Feedback-Aware GRPO with Retrospective Credit Assignment for Multi-Turn Code Generation
Chanakya Ekbote ⋅ Vijay Lingam ⋅ Sujay Sanghavi ⋅ Luke Huan ⋅ Behrooz O Tehrani ⋅ Anoop Deoras ⋅ Stefano Soatto
[ OpenReview] 
Poster
None
Selective Disk Bispectrum: A Complete and Rotation Invariant Image Descriptor
Adele Myers ⋅ Nina Miolane
[ OpenReview] 
Poster
None
Geometry-Aware Similarity Metrics for Neural Representations on Riemannian and Statistical Manifolds
N Alex Cayco Gajic ⋅ Arthur Pellegrino
[ OpenReview] 
Poster
None
SMOG: Scalable Meta-Learning for Multi-Objective Bayesian Optimization
Leonard Papenmeier ⋅ Petru Tighineanu
[ OpenReview] 
Poster
None
On the Effect of Token Correlations on Semantic Transfer in Transformers
Nevena Lazic ⋅ Julian Zimmert ⋅ Alan Malek ⋅ Tor Lattimore ⋅ Csaba Szepesvari ⋅ András György
[ OpenReview] 
Poster
None
FairSplit: Decomposing the Embedding Space for Fair Classification
Andrii Shkabrii ⋅ Anna Beer ⋅ Ylli Sadikaj ⋅ Claudia Plant
[ OpenReview] 
Poster
None
Geometry-Constrained Kolmogorov–Arnold Networks: Learning Edge Geometry via Banach Duality
Senanayak Sesh Kumar Karri
[ OpenReview] 
Poster
None
(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
Ilias Diakonikolas ⋅ Jingyi Gao ⋅ Daniel Kane ⋅ Sihan Liu ⋅ Christopher Ye
[ OpenReview] 
Poster
None
Contractive Restoring Flows: Robust Reasoning Distillation via Orbital Stability
Dongqi Zuo ⋅ Yuanyuan Wang ⋅ Chuan Zhou ⋅ Haoxuan Li ⋅ Mingming Gong
[ OpenReview] 
Poster
None
The State-Prediction Separation Hypothesis
Giovanni Monea ⋅ Nathan Godey ⋅ Kianté Brantley ⋅ Yoav Artzi
[ OpenReview] 
Poster
None
DRTriton: Large-Scale Synthetic Data Driven Reinforcement Learning for Triton Kernel Generation
Siqi Guo ⋅ Ming Lin ⋅ Tianbao Yang
[ OpenReview] 
Poster
None
SkipSR: Faster Super-Resolution with Token Skipping
Rohan Choudhury ⋅ Shanchuan Lin ⋅ Jianyi Wang ⋅ Hao Chen ⋅ Qi Zhao ⋅ Feng Cheng ⋅ Lu Jiang ⋅ Kris Kitani ⋅ László Jeni
[ OpenReview] 
Poster
None
How to Scale Mixture-of-Experts: From muP to the Maximally Scale-Stable Parameterization
Leena Chennuru Vankadara ⋅ Moritz Haas ⋅ Luke Hayward ⋅ Sebastian Bordt ⋅ Alessandro Breccia
[ OpenReview] 
Poster
None
I-PTC: Interactive Programmatic Tool Calling for Stateful Tool-Augmented Agents
Huanzhi Mao ⋅ Chengkun Cao ⋅ Shuo Yuan ⋅ Joseph Gonzalez
[ OpenReview] 
Poster
None
A Differentiable Interior-Point Method in Single Precision
Jon Arrizabalaga ⋅ Kevin Tracy ⋅ Zac Manchester
[ OpenReview] 
Poster
None
CoTs as Probabilistic Programs: A Programmatic View of Thinking Step-by-Step in Language Models
Kyle Richardson ⋅ Yu Feng ⋅ Poorva Garg ⋅ Junyan Cheng ⋅ Dan Roth ⋅ Guy Van den Broeck
[ OpenReview] 
Poster
None
Optimizing Retraining Schedules via Learning Curves
Jin Sima ⋅ Changlong Wu ⋅ Ananth Grama ⋅ Wojciech Szpankowski
[ OpenReview] 
Poster
None
Coreset-Induced Conditional Velocity Flow Matching
Xiao Wang ⋅ Zihua She ⋅ Jianxi Su
[ OpenReview] 
Poster
None
Improved techniques for fine-tuning flow models via adjoint matching: a deterministic control pipeline
Zhengyi Guo ⋅ Jiayuan Sheng ⋅ David Yao ⋅ Wenpin Tang
[ OpenReview] 
Poster
None
Learning to Deaggregate: Large-scale Trajectory Generation with Spatial Priors
David Bergström ⋅ Mattias Tiger ⋅ Fredrik Heintz
[ OpenReview] 
Poster
None
Forward Shapley Scoring for Non-Myopic Active Feature Acquisition
Guoliang Xu
[ OpenReview] 
Poster
None
Less Language, More Latents: Annotation-Efficient VLAs for Driving
Alexey Zakharov ⋅ Kemal Oksuz ⋅ Puneet Dokania
[ OpenReview] 
Poster
None
Deployment-Time Online Imitation Learning from Corrective Demonstrations
Saleh Momeni ⋅ Bing Liu
[ OpenReview] 
Poster
None
Learning Latency-Aware Orchestration for Multi-Agent Systems
Xi Shi ⋅ Mengxin Zheng ⋅ Qian Lou
[ OpenReview] 
Poster
None
Training Language Models to Explain Their Own Computations
Belinda Z Li ⋅ Zifan Carl Guo ⋅ Vincent Huang ⋅ Jacob Steinhardt ⋅ Jacob Andreas
[ OpenReview] 
Poster
None
Instability of Meta-Learning Intrinsic Rewards for Policy Gradient Reinforcement Learning
Dilith Jayakody ⋅ Domenic Rosati ⋅ Janarthanan Rajendran
[ OpenReview] 
Poster
None
On Generation in Metric Spaces
Jiaxun Li ⋅ Vinod Raman ⋅ Ambuj Tewari
[ OpenReview] 
Poster
None
Two Layers of Attention Stability: A Koopman-Operator Analysis of Linear and Softmax Attention
zhenglong chen
[ OpenReview] 
Poster
None
GRASP: Guided Residual Adapters with Sample-wise Partitioning
Felix Nützel ⋅ Mischa Dombrowski ⋅ Bernhard Kainz
[ OpenReview] 
Poster
None
When Actions Matter: Causal Affordances for Long-Horizon Credit Assignment in World Models
Pradeep Banerjee ⋅ Frank Röder ⋅ Nihat Ay
[ OpenReview] 
Poster
None
Learning Unbiased Permutations via Flow Matching
Yimeng Min ⋅ Carla Gomes
[ OpenReview] 
Poster
None
Predicting Plasticity in Deep Continual Learning: A Theoretical Perspective
Jiuqi Wang ⋅ Jayanth Srinivasa ⋅ Claire Chen ⋅ Shuze D Liu ⋅ Ali Payani ⋅ Shangtong Zhang
[ OpenReview] 
Poster
None
Learning to target with network interference
Xiaomeng Wang ⋅ Hamsa Bastani ⋅ Osbert Bastani ⋅ Zhimei Ren
[ OpenReview] 
Poster
None
AgentKVShift: Efficient KV Cache Reuse for Agentic Memory Systems
Nilesh Pandey ⋅ Jason Kong ⋅ Lanxiang Hu ⋅ Quanling Zhao ⋅ Yujie Zhao ⋅ Onat Gungor ⋅ Hao Zhang ⋅ Tajana S Rosing
[ OpenReview] 
Poster
None
Multiple Descent of Generalization Curve for Optimally Regularized Ridge Regression
Maxim Bochkov ⋅ Fedor Noskov
[ OpenReview] 
Poster
None
Direct Conditioning of Audio Diffusion Transformers on fMRI Reveals Cortical Contributions to Sound Reconstruction
Matteo Ciferri ⋅ Tonio Weidler ⋅ Matteo Ferrante ⋅ Nicola Toschi ⋅ Elia Formisano
[ OpenReview] 
Poster
None
FlashSSM-3D: A Distilled State Space Model for Lightning-Fast Dense 3D Reconstruction
Nyle Siddiqui ⋅ Mubarak Shah
[ OpenReview] 
Poster
None
The Grounding Gap: How LLMs Anchor the Meaning of Abstract Concepts Differently from Humans
Odysseas S Chlapanis ⋅ Orfeas Menis Mastromichalakis ⋅ Christos H Papadimitriou
[ OpenReview] 
Poster
None
Settling the Sample Complexity of Deterministic Agnostic PAC Learning
Shai Ben-David ⋅ Steve Hanneke ⋅ Farnam Mansouri ⋅ Amirreza Shaeiri
[ OpenReview] 
Poster
None
Every Sample Counts: Supervised Fine-Tuning of Language Models with Pointwise Constraints
Ignacio Hounie ⋅ Ignacio Boero ⋅ Alejandro Ribeiro
[ OpenReview] 
Poster
None
Attending on Attention ($A^2$): Smaller Self-Supervised ViTs Localize Better Than Larger Ones
Sreehari Rammohan ⋅ Huy Ha ⋅ Carl Vondrick
[ OpenReview] 
Poster
None
Policy Gradient Algorithms in Average-Reward Multichain MDPs
Jongmin Lee ⋅ Ernest Ryu
[ OpenReview] 
Poster
None
Certification from Examples is Hard for Circuits and Transformers under Minimal Overparametrization
Artur Back de Luca ⋅ Kimon Fountoulakis
[ OpenReview] 
Poster
None
Cross-Fitting for Neural Posterior Estimation
Jeffrey Regier
[ OpenReview] 
Poster
None
Branching Flows: Discrete, Continuous, and Manifold Flow Matching with Splits and Deletions
Lukas Billera ⋅ Hedwig N Nordlinder ⋅ Jack C Ryder ⋅ Anton Oresten ⋅ Aron Stålmarck ⋅ Theodor M Björk ⋅ Ben Murrell
[ OpenReview] 
Poster
None
Can Bits Seal Language?
Jia Xu
[ OpenReview] 
Poster
None
Efficient and Simple Data Mixing All The Time
Michael Hu ⋅ Apurva Gandhi ⋅ Kyunghyun Cho ⋅ Tal Linzen ⋅ Pratyusha Sharma
[ OpenReview] 
Poster
None
Every Bit, Everywhere, All At Once: A Binomial Multibit LLM Watermark
Thibaud Gloaguen ⋅ Robin Staab ⋅ Mark Vero ⋅ Martin Vechev
[ OpenReview] 
Poster
None
Steer2Edit: From Activation Steering to Component-Level Editing
Chung-En Sun ⋅ Ge Yan ⋅ Zimo Wang ⋅ Lily Weng
[ OpenReview] 
Poster
None
Certified Policy Optimisation for Nested Causal Bandits via PAC-Bayes Risk
Tim Woydt ⋅ Paul-David Zuercher
[ OpenReview] 
Poster
None
Generalized Intention Modeling in Multi-Agent Reinforcement Learning
Mateusz Odrowaz-Sypniewski ⋅ Jasmine Bayrooti ⋅ Ajay Shankar ⋅ Amanda Prorok
[ OpenReview] 
Poster
None
Structural Support Certificates for Mechanistic Hypothesis Selection
Max Ruiz Luyten ⋅ Mihaela van der Schaar
[ OpenReview] 
Poster
None
RubiConv - Efficient Boundary-Respecting Convolutions
Linda Friso ⋅ Annie Marsden ⋅ Xinyi Chen ⋅ Arushi Gupta ⋅ Peter Bartlett ⋅ Mark Braverman ⋅ Elad Hazan
[ OpenReview] 
Poster
None
Generate in Reconstruction Space, Match in Semantic Space: Transport Geometry for One-Step Generation
Hugues Van Assel ⋅ Edward De Brouwer ⋅ Saeed Saremi ⋅ Gabriele Scalia ⋅ Aviv Regev
[ OpenReview] 
Poster
None
TokenSwap: Benchmarking and Reducing the Modality Gap in Multimodal LLMs
Andong Hua ⋅ Colton Bishop ⋅ Igor Mordatch ⋅ Arian Hosseini ⋅ Jindong Gu ⋅ Aleksandra Faust ⋅ Rebecca Roelofs ⋅ Yao Qin
[ OpenReview] 
Poster
None
Practical Estimation of the Bayes Optimal Fairness-Accuracy Tradeoff with Soft Labels
mohit sharma ⋅ Okan Koc ⋅ Amit Jayant Deshpande ⋅ Takashi Ishida ⋅ Gang Niu ⋅ Rajiv Ratn Shah ⋅ Masashi Sugiyama
[ OpenReview] 
Poster
None
Learning to Discover Iterative Spectral Algorithms
Zihang Liu ⋅ Oleg Balabanov ⋅ Yaoqing Yang ⋅ Michael Mahoney
[ OpenReview] 
Poster
None
Semantic Priors Meet Statistical Evidence: Robust Forests for Few-Shot Tabular Learning
Xuanliang Zhang ⋅ Dingzirui Wang ⋅ Keyan Xu ⋅ Qingfu Zhu ⋅ Wanxiang Che
[ OpenReview] 
Poster
None
Prefix Likelihood-Ratio Control: Tail-Stable Training for Long-Horizon Language Generation
Yangyang Liu
[ OpenReview] 
Poster
None
LLM Agents Already Know When to Call Tools - Even Without Reasoning
Chung-En Sun ⋅ Linbo Liu ⋅ Ge Yan ⋅ Zimo Wang ⋅ Lily Weng
[ OpenReview] 
Poster
None
Rethinking Visual Reasoning in Text-to-Image Reward Modeling
Shiye Su ⋅ Xiaohan Wang ⋅ Ludwig Schmidt ⋅ Serena Yeung-Levy
[ OpenReview] 
Poster
None
Fail-Closed Alignment for Large Language Models
Zachary Coalson ⋅ Sanghyun Hong
[ OpenReview] 
Poster
None
Neural Neural Scaling Laws
Michael Hu ⋅ Jane Pan ⋅ Ayush Rajesh Jhaveri ⋅ Nicholas Lourie ⋅ Kyunghyun Cho
[ OpenReview] 
Poster
None
First-Order Trajectory Matching: Fast Ensemble Predictions of Chaotic, Turbulent, Stochastic Systems
Shreya Jha ⋅ Timo Schorlepp ⋅ Nicholas Geissler ⋅ Jules Berman ⋅ Benjamin Peherstorfer
[ OpenReview] 
Poster
None
Rennala-NSGD: Asynchronous Stochastic Optimization Beyond Euclidean Geometry
Igor Sokolov ⋅ Alexander Tyurin ⋅ Peter Richtarik
[ OpenReview] 
Poster
None
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting
Daniel Holmberg ⋅ Joel Oskarsson ⋅ Erik Wikingsson ⋅ Fredrik Lindsten ⋅ Teemu Roos
[ OpenReview] 
Poster
None
The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL.
Nicolas Beltran Velez ⋅ Felix Friedrich ⋅ Xiaofeng Zhang ⋅ Reyhane Askari Hemmat ⋅ Xiaochuang Han ⋅ Adriana Romero-Soriano ⋅ Michal Drozdzal
[ OpenReview] 
Poster
None
Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling
Mingqian Feng ⋅ Xiaodong Liu ⋅ Weiwei Yang ⋅ Chenliang Xu ⋅ Christopher White ⋅ Jianfeng Gao
[ OpenReview] 
Poster
None
Swimba: Switch Mamba Model Scales State Space Models
Zhixu Du ⋅ Krishna Teja Chitty-Venkata ⋅ Murali Emani ⋅ Venkatram Vishwanath ⋅ Hai Li ⋅ Yiran Chen
[ OpenReview] 
Poster
None
Computationally Efficient Replicable Learning of Parities and Applications
Moshe Noivirt ⋅ Jessica Sorrell ⋅ Eliad Tsfadia
[ OpenReview] 
Poster
None
Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons
Aurora Micheli ⋅ Claudio Gallicchio ⋅ Nergis Tomen
[ OpenReview] 
Poster
None
A Theory of Adversary-Directed Online Learning
Steve Hanneke ⋅ Amirreza Shaeiri
[ OpenReview] 
Poster
None
Making Open-Source Text LLM Watermarks Durable Against Merging
Luisa Scharff ⋅ Thibaud Gloaguen ⋅ Robin Staab ⋅ Martin Vechev
[ OpenReview] 
Poster
None
EmbodiedObject: All-in-One Object Understanding with SLAT
Seungjun Lee ⋅ Zihan Wang ⋅ Gim Hee Lee
[ OpenReview] 
Poster
None
Posterior Alternative Calibration in Ambiguous Inverse Problems
Jing Qiao ⋅ Yiyang Guo ⋅ Hao Ye
[ OpenReview] 
Poster
None
High Entropy Regularization Leads to Symmetry Equivariant Policies in Dec-POMDPs
Johannes Forkel ⋅ Constantin Ruhdorfer ⋅ Michael Beukman ⋅ Andreas Bulling ⋅ Jakob Foerster
[ OpenReview] 
Poster
None
Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries
Riccardo Saporiti ⋅ Fabio Nobile
[ OpenReview] 
Poster
None
Programmatic Reasoning with Structural Schema: A Unified Framework for Multi-Table Inference
Jialin Chen ⋅ Brandon Mayer ⋅ Michael Galkin ⋅ Sami Abu-El-Haija ⋅ Rex Ying ⋅ Bryan Perozzi
[ OpenReview] 
Poster
None
The Geometric Inductive Bias of Grokking: Bypassing Phase Transitions via Architectural Topology
Alper YILDIRIM
[ OpenReview] 
Poster
None
Market Incentives for AI Safety Investment
Nikita Tsoy
[ OpenReview] 
Poster
None
Latent Motion Alignment for Video Diffusion
Nick Stracke ⋅ Kolja Bauer ⋅ Björn Ommer
[ OpenReview] 
Poster
None
Early Signals, Strong Decisions: Prefix-Guided Sampling for Parallel Test-Time Scaling
Jie Ren ⋅ Jonathan S Rosenfeld ⋅ Neil Thompson
[ OpenReview] 
Poster
None
The Future of Facts: Tracing the Factual Generation-Verification Gap
Tim R Davidson ⋅ Anja Surina ⋅ Caglar Gulcehre
[ OpenReview] 
Poster
None
Partition Tree: Conditional Density Estimation over General Outcome Spaces
Felipe Lourenco Angelim Vieira ⋅ Alessandro Leite
[ OpenReview] 
Poster
None
Latent Process Generator Matching
Lukas Billera ⋅ Hedwig N Nordlinder ⋅ Ben Murrell
[ OpenReview] 
Poster
None
Attention-Based Pretraining for Unsupervised Amortized Causal Discovery
Naiyu Yin ⋅ Tian Gao ⋅ Yue Yu
[ OpenReview] 
Poster
None
FIND: Frequency Invariance Disentanglement for Test-Time Adaptation in LiDAR 3D Detection
Dongxiao Li ⋅ Zixuan Hu ⋅ LINGYU DUAN
[ OpenReview] 
Poster
None
Data Density Scaling Laws for Image Self-Distillation
Alvard Barseghyan ⋅ Ani V Vanyan ⋅ Hakob Tamazyan ⋅ Hrant Khachatrian
[ OpenReview] 
Poster
None
What Fits (Into Few Tokens) Doesn't Overfit: Compression and Generalization in ML Research Agents
Martin Bertran ⋅ Aaron Roth ⋅ Steven Wu
[ OpenReview] 
Poster
None
Geometric Factual Recall in Transformers
Shauli Ravfogel ⋅ Gilad Yehudai ⋅ Joan Bruna ⋅ Alberto Bietti
[ OpenReview] 
Poster
None
Managing Self-Learning Experts under Per-Round Budget Constraints
Ilgam Latypov ⋅ Alexandra Suvorikova ⋅ Alexey Kroshnin ⋅ Alexander Gasnikov ⋅ Iurii Dorn
[ OpenReview] 
Poster
None
Proximal Difference-in-Differences for Long-Term Causal Learning under Confounding and Outcome Drift
Sihyung Park ⋅ Shu Yang ⋅ Mingyang Shan ⋅ Wenyu Ye ⋅ Ilya Lipkovich
[ OpenReview] 
Poster
None
Latent-space Attacks for Refusal Evasion in Language Models
Giorgio Piras ⋅ Raffaele Mura ⋅ Fabio Brau ⋅ Maura Pintor ⋅ Luca Oneto ⋅ Fabio Roli ⋅ Battista Biggio
[ OpenReview] 
Poster
None
Why Invariance is Not Enough for Biomedical Domain Generalization and How to Fix It
Sebastian Diaz ⋅ Polina Golland ⋅ Elfar Adalsteinsson ⋅ Neel Dey
[ OpenReview] 
Poster
None
ReGuidance: Diffusion Steering with Strong Latent Initializations Solves Hard Inverse Problems
Aayush Karan ⋅ Kulin Shah ⋅ Sitan Chen
[ OpenReview] 
Poster
None
Uniform-in-Time Weak Propagation of Chaos in Shallow Neural Networks
Margalit Glasgow ⋅ Joan Bruna
[ OpenReview] 
Poster
None
Contour Monte Carlo: Sampling via Energy Level Sets
Varun Jain ⋅ Hong Ge
[ OpenReview] 
Poster
None
Don't Lose Focus: Activation Steering via Key-Orthogonal Projections
Haoyan Luo ⋅ Mateo Espinosa Zarlenga ⋅ Mateja Jamnik
[ OpenReview] 
Poster
None
Most ReLU Networks Admit Identifiable Parameters
Moritz Grillo ⋅ Guido Montufar
[ OpenReview] 
Poster
None
Exact Recovery of Lipschitz Orthogonal Coordinate Transformations via Constrained Normalizing Flows
Isaac Manring ⋅ Kejun Huang
[ OpenReview] 
Poster
None
Gym-Anything: Turn Any Software into an Agent Environment
Pranjal Aggarwal ⋅ Graham Neubig ⋅ Sean Welleck
[ OpenReview] 
Poster
None
SpecBridge: Learning Natural-Language Formalization Plans for the Formal Specification Synthesis Task
Wenjie Zhang ⋅ Yun Lin ⋅ Zining He ⋅ Meiqi Wu ⋅ Jin Song Dong
[ OpenReview] 
Poster
None
Token Inflation: How Dishonest Providers Can Overcharge for Large Language Model Usage
Shahinul Hoque ⋅ Jinghuai Zhang ⋅ Jinyuan Stella Sun ⋅ Fnu Suya
[ OpenReview] 
Poster
None
Generative OOD-regularized Model-based Policy Optimization
Aysin Tumay ⋅ Jiahe Huang ⋅ Elise Jortberg ⋅ Rose Yu
[ OpenReview] 
Poster
None
Learning Distributions from Multiple Data Providers
Jon Kleinberg ⋅ Amin Saberi ⋅ Xizhi Tan ⋅ Grigoris Velegkas
[ OpenReview] 
Poster
None
Multilevel and Sequential Monte Carlo for Training-Free Diffusion Guidance
Aidan Gleich ⋅ Scott C Schmidler
[ OpenReview] 
Poster
None
Can LLMs Take Retrieved Information with a Grain of Salt?
Behzad Shayegh ⋅ Mohamed Osama Ahmed ⋅ Fred Tung ⋅ Leo Feng
[ OpenReview] 
Poster
None
Towards more general control of diffusion models using Jeffrey Guidance
Raphaël Razafindralambo ⋅ Rémy Sun ⋅ Frederic Precioso ⋅ Jes Frellsen ⋅ Pierre-Alexandre Mattei
[ OpenReview] 
Poster
None
Temporal Alignment Guidance: On-manifold Sampling in Diffusion Models
Youngrok Park ⋅ Hojung Jung ⋅ Sangmin Bae ⋅ Se-Young Yun
[ OpenReview] 
Poster
None
AI Agents May Always Fall for Prompt Injections
Sahar Abdelnabi ⋅ Eugene Bagdasarian
[ OpenReview] 
Poster
None
A mathematical theory of balancing relational generalization and memorization
Luke Cheng ⋅ Samuel Lippl
[ OpenReview] 
Poster
None
Diversity Maximization: Algorithms for Distant $k$-Subsets
Shayan C Jahan ⋅ Hamed Abdi ⋅ Ali Ahmadi ⋅ Javier Marinković ⋅ MohammadTaghi Hajiaghayi
[ OpenReview] 
Poster
None
Behaving Better, Thinking Worse: Sycophancy Across Post-Training Stages
Sonnet Xu ⋅ Kritika Singh ⋅ Sheharbano Jafry ⋅ Roxana Daneshjou ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
None
A Computational Perspective to Data Ablation Experiments
Jiachen (Tianhao) Wang ⋅ Lin Chen ⋅ Mohammadhossein Bateni ⋅ Ruoxi Jia ⋅ Prateek Mittal ⋅ Vahab Mirrokni
[ OpenReview] 
Poster
None
ABC-Align: Prediction-Powered Alignment with Adaptive Bias Control
Eric Frankel ⋅ Banghua Zhu ⋅ Sewoong Oh ⋅ Lillian Ratliff
[ OpenReview] 
Poster
None
Global linear convergence of entropy-regularized softmax policy gradient beyond tabular MDPs
Ziyue Chen ⋅ David Siska ⋅ Lukasz Szpruch
[ OpenReview] 
Poster
None
AbFlowNet: Optimizing Antibody-Antigen Binding Energy via Diffusion-GFlowNet Fusion
Abrar Rahman Abir ⋅ Haz Sameen Shahgir ⋅ Rownok Z Ratul ⋅ Toki Tahmid ⋅ Greg Ver Steeg ⋅ Yue Dong
[ OpenReview] 
Poster
None
CAFE: Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning
Arun Vignesh Malarkkan ⋅ Wangyang Ying ⋅ Hongyu Cao ⋅ Dongjie Wang ⋅ Yanjie Fu
[ OpenReview] 
Poster
None
Inference Time Nash Alignment
Hadi Hosseini ⋅ Debmalya Mandal ⋅ Duohan Zhang
[ OpenReview] 
Poster
None
Causal learning with the invariance principle
Francesco Montagna ⋅ Francesco Locatello
[ OpenReview] 
Poster
None
Spectral-Spatial Interpretation
Haotian Ma ⋅ Ruqi Yang ⋅ Philip Townsend
[ OpenReview] 
Poster
None
When Riemann flows with Wasserstein: Generative Modeling of Probability Distributions on Manifolds
Doron Haviv ⋅ Edward De Brouwer ⋅ Rishabh Anand ⋅ Rex Ying ⋅ Gabriele Scalia ⋅ Hector Corrada Bravo
[ OpenReview] 
Poster
None
Dense Structural Compression of Transformers via Gauge-Correct Channel Removal
Jed A Duersch ⋅ Naïm Es-sebbani ⋅ Nathanaël Haas ⋅ Zied Bouraoui
[ OpenReview] 
Poster
None
Speakeasy: Auditing Cheap Signals in Peer Prediction
Fang-Yi Yu ⋅ Yuang Zhang
[ OpenReview] 
Poster
None
Log-Averaged Mirror Prox for Fast, Large-Scale Optimal Transport in Linear Space
Matthew Burns ⋅ Jiaming Liang
[ OpenReview] 
Poster
None
Adaptive Power Iteration Method for Differentially Private PCA
Ta Duy Nguyen ⋅ Alina Ene ⋅ Huy Nguyen
[ OpenReview] 
Poster
None
Boule or Baguette? A Study on Task Topology, Length Generalization, and the Benefit of Reasoning Trace
William Tong ⋅ Ege Çakar ⋅ Cengiz Pehlevan
[ OpenReview] 
Poster
None
DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments
Kateryna Husar ⋅ Alexander Volfovsky
[ OpenReview] 
Poster
None
BONSAI: Bayesian Optimization with Natural Simplicity and Interpretability
Samuel Daulton ⋅ David Eriksson ⋅ Maximilian Balandat ⋅ Eytan Bakshy
[ OpenReview] 
Poster
None
Depth through Recurrence: Towards Ultra-Efficient On-Device ASR
Chen Feng ⋅ Tianyi Xu ⋅ Yicheng Lin ⋅ Jay Zhuo ⋅ Ramchalam Kinattinkara Ramakrishnan ⋅ Zhaocong Yuan ⋅ Chenzheng Su ⋅ Xiaopeng Zhang
[ OpenReview] 
Poster
None
Private Adaptive Covariance Estimation via Gaussian Graphical Models
Cecilia Ferrando ⋅ Miguel Fuentes ⋅ Brett Mullins ⋅ Cameron Musco ⋅ Daniel Sheldon
[ OpenReview] 
Poster
None
Local–Global Sparse Autoencoders for Multiscale Interpretability in Vision Models
Itay Benou ⋅ Tammy Riklin Raviv
[ OpenReview] 
Poster
None
Causal Concept Explanations for Deep Neural Models
Joshua Rountree ⋅ Pulkit Verma ⋅ Oswin So ⋅ Chuchu Fan ⋅ Julie A Shah
[ OpenReview] 
Poster
None
Calibrating Scientific Foundation Models with Inference-Time Stochastic Attention
Akash Yadav ⋅ Taiwo Adebiyi ⋅ Ruda Zhang
[ OpenReview] 
Poster
None
When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text Generation
Shani Goren ⋅ Ido Galil ⋅ Ran El-Yaniv
[ OpenReview] 
Poster
None
Distribution-First Framework for Learning Risk-Sensitive Individualized Treatment Rules
Zhen Fang ⋅ Guanting Chen ⋅ Yufeng Liu
[ OpenReview] 
Poster
None
Online Localized Conformal Prediction
Yuheng Lai ⋅ Garvesh Raskutti
[ OpenReview] 
Poster
None
Persistent-Transient Policy Evaluation for Markov Chains via Minimal Peripheral Quotients
Yang Xu ⋅ Vaneet Aggarwal
[ OpenReview] 
Poster
None
Polynomial-Time Robust Multiclass Linear Classification under Gaussian Marginals
Ilias Diakonikolas ⋅ Giannis Iakovidis ⋅ Mingchen Ma
[ OpenReview] 
Poster
None
Towards Financial World Modeling
Humzah Merchant ⋅ Alec Guthrie ⋅ Simon Mahns ⋅ Randall Balestriero ⋅ Bradford Levy
[ OpenReview] 
Poster
None
Requential Coding: Measuring Model Compressibility by Coding Data Instead of Parameters
Shikai Qiu ⋅ Marc Finzi ⋅ Yujia Zheng ⋅ Kun Zhang ⋅ Andrew Wilson
[ OpenReview] 
Poster
None
A Matter of TASTE: Improving Coverage and Difficulty of Agent Benchmarks
Tomer Keren ⋅ Nitay Calderon ⋅ Asaf Yehudai ⋅ Yotam Perlitz ⋅ Michal Shmueli-Scheuer ⋅ Roi Reichart
[ OpenReview] 
Poster
None
Risk-Controlled Post-Processing of Decision Policies
Sunay Joshi ⋅ Tao Wang ⋅ Hamed Hassani ⋅ Edgar Dobriban
[ OpenReview] 
Poster
None
When Does Knowing the State Help? Diagnosing Process vs. Outcome Reward Design
Wenpei Shao ⋅ Ross Jacobucci
[ OpenReview] 
Poster
None
Capturing LLM Capabilities via Evidence-Calibrated Query Clustering
Fangzhou Wu ⋅ Sandeep Silwal ⋅ Qiuyi (Richard) Zhang
[ OpenReview] 
Poster
None
Provably Safe, Yet Performant Reinforcement Learning
Kai Yun ⋅ Zeyang Li ⋅ Navid Azizan
[ OpenReview] 
Poster
None
Zeroth-Order Sharpness-Aware Learning with Exponential Tilting
Xuchen Gong ⋅ Tian Li
[ OpenReview] 
Poster
None
The balance between feature learning and collapse in generative dynamical systems
Julian Brandon ⋅ Bruno Loureiro ⋅ N Alex Cayco Gajic ⋅ Arthur Pellegrino
[ OpenReview] 
Poster
None
Aligning AI Teams
Siddarth Srinivasan ⋅ Morgan J Matthews ⋅ Jascha Sohl-Dickstein ⋅ Erik Jones
[ OpenReview] 
Poster
None
Sample Complexity of Linear Regression under Random-Location Coordinate Corruptions
Ilias Diakonikolas ⋅ Jingyi Gao ⋅ Daniel Kane ⋅ Thanasis Pittas
[ OpenReview] 
Poster
None
A Little Robustness Is All You Need: Leveraging Predictions for Contextual Optimization
Billy Jin ⋅ Thomas Lavastida
[ OpenReview] 
Poster
None
Distributionally-Robust Policy Learning from Observational Data
Debmalya Mandal
[ OpenReview] 
Poster
None
Language-Induced Priors for Domain Adaptation
Qiyuan Chen ⋅ Jiayu Zhou ⋅ Raed AL Kontar
[ OpenReview] 
Poster
None
Probing for Representation Manifolds in Superposition
Alexander Modell
[ OpenReview] 
Poster
None
Extraneous Cognitive Load in Large Language Models
Arushi Gupta ⋅ Sheng Liu ⋅ James Zou
[ OpenReview] 
Poster
None
ECHO: Terminal Agents Learn World Models for Free
Vaishnavi Shrivastava ⋅ Ahmed Awadallah ⋅ Dimitris Papailiopoulos
[ OpenReview] 
Poster
None
FocusBranch: Combinatorial Branch-and-Bound for $\ell_0$ Neural Network Robustness Verification
Renwei Deng ⋅ Yang He ⋅ Linyi Li ⋅ Yuepeng Wang
[ OpenReview] 
Poster
None
Speculative Self-Distillation enables Efficient Knowledge Internalization
Shayan Talaei ⋅ Agam Bhatia ⋅ Arshia Soltani Moakhar ⋅ Jonas Hübotter ⋅ Amin Saberi ⋅ Azalia Mirhoseini
[ OpenReview] 
Poster
None
Causal Discovery from Unseen Environments
Sophia Xiao ⋅ Bijan Mazaheri
[ OpenReview] 
Poster
None
Diffusion-State Policy Optimization for Masked Diffusion Language Models
Daisuke Oba ⋅ Hiroki Furuta ⋅ Naoaki Okazaki
[ OpenReview] 
Poster
None
On the Meta-Design of Allocation Problems
Unai Fischer-Abaigar ⋅ Emily Aiken ⋅ Christoph Kern ⋅ Juan C Perdomo
[ OpenReview] 
Poster
None
Agent-ToM: Learning to Monitor Autonomous LLM Agents via Theory-of-Mind Reasoning
Nesreen Ahmed ⋅ Nima Nafisi
[ OpenReview] 
Poster
None
Order-based structure learning for zero-inflated count data under data heterogeneity
Fariha Taskin ⋅ Junsouk Choi ⋅ Hyunwoong Chang
[ OpenReview] 
Poster
None
Integrated Imputation-Classification for Supervised Learning with Missing Data
Yue Liu ⋅ Ben Liang ⋅ Ali Tizghadam ⋅ Ilijc Albanese
[ OpenReview] 
Poster
None
Testable Learning of General Halfspaces under Massart Noise
Ilias Diakonikolas ⋅ Giannis Iakovidis ⋅ Daniel Kane ⋅ Sihan Liu
[ OpenReview] 
Poster
None
Identifying Latent Neural Dynamics with Recognition-Parameterized Gaussian Process Dynamical Systems
Arielle Rosinski ⋅ Qianqian Feng ⋅ Lior Fox ⋅ Maneesh Sahani
[ OpenReview] 
Poster
None
Finite-Sample Convergence in Networked Average Reward MARL: Decentralization Pitfalls and Entropy Remedies
Yizhou Zhang ⋅ Yashaswini Murthy ⋅ Laixi Shi ⋅ Adam Wierman
[ OpenReview] 
Poster
None
Toward Minimal-dimensional Convex Calibrated Surrogate Losses for Classification with Rejection
Yuzhou Cao ⋅ Han Bao ⋅ Bo An
[ OpenReview] 
Poster
None
Borda-Based Fair Multi-User Dueling Bandit in Tabular and Generalized Linear Settings
Maheed H Ahmed ⋅ Mahsa Ghasemi
[ OpenReview] 
Poster
None
Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction
Siddharth Chaini ⋅ federica bianco ⋅ Ashish Mahabal
[ OpenReview] 
Poster
None
Do Less, Decide Better: Optimal Human Dispatching in AI-Assisted Decisions
Lezhi Tan ⋅ Naomi Sagan ⋅ Lihua Lei ⋅ Jose Blanchet
[ OpenReview] 
Poster
None
Activation Functions Shape Token Synchronization in Stochastic Transformer Dynamics
Nikita Karagodin
[ OpenReview] 
Poster
None
The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment
Jiachen Zhao ⋅ Zhengxuan Wu ⋅ Aryaman Arora ⋅ Yiyou Sun ⋅ David Bau ⋅ Weiyan Shi
[ OpenReview] 
Poster
None
Flow Annealing Posterior Sampling for Function-Space Regression and Inverse Problems
Yaozhong Shi ⋅ Zachary Ross ⋅ Yisong Yue
[ OpenReview] 
Poster
None
LookThere! Sparse Vision by Reinforced Selection
Sreehari Rammohan ⋅ Yousef Yassin ⋅ Anthony Fuller ⋅ Junfeng Wen ⋅ Evan Shelhamer ⋅ Carl Vondrick
[ OpenReview] 
Poster
None
Causal Bias Detection in Generative Artifical Intelligence
Drago Plecko
[ OpenReview] 
Poster
None
3D Point Splatting for mmWave Radar Novel View Synthesis
Adnan Armouti ⋅ Yixuan Gao ⋅ Rajalakshmi Nandakumar
[ OpenReview] 
Poster
None
Constrained Stochastic Spectral Preconditioning Converges for Nonconvex Objectives
Konstantinos Oikonomidis ⋅ Jan Quan ⋅ Kimon Antonakopoulos ⋅ Antonio Silveti-Falls ⋅ Volkan Cevher ⋅ Panagiotis Patrinos
[ OpenReview] 
Poster
None
A second order regret bound for NormalHedge
Yoav S Freund ⋅ Nicholas Harvey ⋅ Victor S. Portella ⋅ Yabing Qi ⋅ Yu-Xiang Wang
[ OpenReview] 
Poster
None
Swift Sampling: Selecting Temporal Surprises via Taylor Series
Dahye Kim ⋅ Bhuvan Sachdeva ⋅ Karan Uppal ⋅ Naman Gupta ⋅ Vineeth N Balasubramanian ⋅ Deepti Ghadiyaram
[ OpenReview] 
Poster
None
Bonobo: Efficient Library-Scale Generation for De Novo Antibody Design
Sebastian Ober ⋅ Nick Bhattacharya ⋅ Phillip M Maffettone ⋅ Calvin McCarter ⋅ Hunter Elliott
[ OpenReview] 
Poster
None
Near-optimal Explainable $k$-means Clustering under $\ell_p$ Norm
Xinyuan Cao ⋅ Konstantin Makarychev ⋅ Ilias Papanikolaou ⋅ Liren Shan
[ OpenReview] 
Poster
None
Coupling-Aware Reinforcement Learning for Co-Evolving Graph Games
Mina Kim ⋅ Guanghui Lan ⋅ Benoit Montreuil
[ OpenReview] 
Poster
None
NicheIB: Targeted Spatial Bottlenecks for Predictive Microenvironment Discovery
Chenxi He
[ OpenReview] 
Poster
None
Learning Orthogonal Multi-Index Models Beyond Small Initialization: Incremental Learning, Competitive Dynamics and Symmetry
Mo Zhou ⋅ Weihang Xu ⋅ Simon Du ⋅ Maryam Fazel
[ OpenReview] 
Poster
None
Causal Attribution via Activation Patching
Amirmohammad Izadi ⋅ Mohammadali Banayeeanzade ⋅ Alireza Mirrokni ⋅ Hosein Hasani ⋅ Mobin Bagherian ⋅ Faridoun Mehri ⋅ Mahdieh Baghshah
[ OpenReview] 
Poster
None
Tapes Together Strong: The Co-evolution of Computation and Cooperation
Kunal Jha ⋅ Francesco Cicala ⋅ Blaise Aguera y Arcas ⋅ Blake Richards ⋅ Natasha Jaques ⋅ Max Kleiman-Weiner ⋅ Eyvind Niklasson
[ OpenReview] 
Poster
None
Rethinking Post-Training Recipes for Multimodal Time-Series Forecasting
Haoxin Liu ⋅ Yichen Zhou ⋅ Rajat Sen ⋅ B. Aditya Prakash ⋅ Abhimanyu Das
[ OpenReview] 
Poster
None
Auditing AI peer reviewers: a dose-response and false-positive benchmark on real scientific papers
Íñigo Zubeldia ⋅ Boris Bolliet ⋅ Francisco Villaescusa ⋅ Pablo Villanueva-Domingo ⋅ Miles Cranmer
[ OpenReview] 
Poster
None
Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL
Darshan Deshpande
[ OpenReview] 
Poster
None
Attention-Based Sampler for Diffusion Language Models
Yuyan Zhou ⋅ Kai S Hou ⋅ Weiyu Chen ⋅ James Kwok
[ OpenReview] 
Poster
None
Edge of Stochastic Stability: Revisiting the Edge of Stability for SGD
Arseniy Andreyev ⋅ Pierfrancesco Beneventano
[ OpenReview] 
Poster
None
P-EAGLE: Parallel-Drafting EAGLE with Scalable Training
Xin Huang ⋅ Mude Hui ⋅ Jaime C Salas ⋅ Yue Sun ⋅ Nathan Pemberton ⋅ Ashish Khetan ⋅ Xiang song ⋅ George Karypis
[ OpenReview] 
Poster
None
A Latent-Load Framework for Reliability Analysis and Intervention Design in LLM Pipelines
Yuanjie Shi ⋅ Yan Yan
[ OpenReview] 
Poster
None
Target-Budget Best-Function Identification for Scaling-Law-Guided Model Selection
Iurii Dorn
[ OpenReview] 
Poster
None
C3P: Contrastive promoter-protein pretraining yields representations capturing bacterial gene regulation
Cameron Dufault ⋅ Scott Xu ⋅ Alan Moses
[ OpenReview] 
Poster
None
Position Without Positional Embeddings: A Directional Mechanism in NoPE Transformers
Matan Avitan ⋅ Ido Nachum ⋅ Yanai Elazar ⋅ Yoav Goldberg
[ OpenReview] 
Poster
None
Grid Games: The Power Of Multiple Grids for Quantizing Large Language Models
Vage Egiazarian ⋅ Erik Schultheis ⋅ Andrei Panferov ⋅ Earl Killian ⋅ Torsten Hoefler ⋅ Dan Alistarh
[ OpenReview] 
Poster
None
NIKA: Efficient Neural Video Representation via Structured Latent Diversity
Slater R Victoroff ⋅ Madison May
[ OpenReview] 
Poster
None
ReCoG: Relational Concept Graph for Training-Free Personalization
Changseon Yu ⋅ Hyeokjun Kweon
[ OpenReview] 
Poster
None
State Augmented Flows
Dwij Mehta ⋅ Arvind Renganathan ⋅ Vipin Kumar
[ OpenReview] 
Poster
None
Do Graph Neural Networks Learn Generalizable Algorithms for Clustering Graphs?
Mitchell Black ⋅ Sanjoy Dasgupta ⋅ Yusu Wang
[ OpenReview] 
Poster
None
Decision Focused Scenario Learning for Contextual Stochastic Programming
Jonathan Hornewall ⋅ Tito Homem-De-Mello ⋅ Vincent Leclere
[ OpenReview] 
Poster
None
DiRotQ: Rotation-Aware Quantization for 4-bit Diffusion Transformers
Sayeh Sharify ⋅ Mahsa Salmani ⋅ Hesham Mostafa
[ OpenReview] 
Poster
None
Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
Utkarsh Tyagi ⋅ Xingang Guo ⋅ MohammadHossein Rezaei ⋅ Daniel George ⋅ Anas Mahmoud ⋅ Jackson Lee ⋅ Bing Liu ⋅ Yunzhong He
[ OpenReview] 
Poster
None
Do Robust LVLMs Hallucinate More? Uncovering Robustness-Induced Hallucination in Large Vision-Language Models
Md Zarif Hossain ⋅ Awal Ahmed Fime ⋅ Ahmed Imteaj
[ OpenReview] 
Poster
None
LEAN: Library-Based Adaptation for Asynchronous, Federated Fine-Tuning
Erdong Hu ⋅ Yuxin Tang ⋅ Zhimin Ding ⋅ Christopher Jermaine
[ OpenReview] 
Poster
None
Beyond Pessimism: Offline Learning in KL-regularized Games
Yuheng Zhang ⋅ Claire Chen ⋅ Nan Jiang
[ OpenReview] 
Poster
None
Pandora's AI Model Routing Box: Efficient Allocation with Costly Value Estimation
Adam Fisch ⋅ Shubhendu Trivedi ⋅ Fantine Huot ⋅ William Cohen ⋅ Michael Kaisers ⋅ Mirella Lapata ⋅ Kate Larson ⋅ Jacob Eisenstein
[ OpenReview] 
Poster
None
Neural Modal Decomposition: Architectural Priors from Observables
Juho Park ⋅ Kaushik Sengupta
[ OpenReview] 
Poster
None
Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale
Siddharth Gollapudi ⋅ Prasann Singhal ⋅ Nilesh Gupta ⋅ Sewon Min
[ OpenReview] 
Poster
None
Concept-Localized Generative Representations
Amanda Merkley
[ OpenReview] 
Poster
None
FlowMoP: Stochastic Multi-Person Motion Prediction
Aadya Agrawal ⋅ Ho Kei Cheng ⋅ Alex Schwing
[ OpenReview] 
Poster
None
Conservation Laws for Diffusion Models
Ziv Aharoni ⋅ Henry Pfister
[ OpenReview] 
Poster
None
Skill-Level Effects in Behavioral Cloning: When Low-Skill Data Improves Performance
Saumik Narayanan ⋅ Kassa Korley ⋅ Siddhartha Sen ⋅ Chien-Ju Ho
[ OpenReview] 
Poster
None
Are we really tilting? The mechanics of reward guidance in flow and diffusion models
Sanjit Dandapanthula ⋅ Nicholas Boffi
[ OpenReview] 
Poster
None
SimpliHuMoN: Simplifying Human Motion Prediction
Aadya Agrawal ⋅ Alex Schwing
[ OpenReview] 
Poster
None
CASL-VAE: Learning Structured Latent Variables from Unpaired Data for Semi-supervised Clustering and Paired Sample Generation
Sai Spandana Chintapalli ⋅ Pratik Chaudhari ⋅ Christos Davatzikos
[ OpenReview] 
Poster
None
Risk-Calibrated Context Selection for Healthcare Multi-Agent Handoff
Manu Agrawal ⋅ Sumit Mukherjee
[ OpenReview] 
Poster
None
FiedlerPrune: Connectivity-Preserving Cross-Layer Pruning for Large Language Models
Zijun Sun ⋅ Yanning Shen
[ OpenReview] 
Poster
None
Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach
Leonard Boussioux ⋅ Henry Mao ⋅ Dimitris Bertsimas
[ OpenReview] 
Poster
None
Noisy isomorphism: Robust expressivity of GNNs under structural perturbation
Ning Zhang ⋅ Mihai Cucuringu ⋅ Xiaowen Dong
[ OpenReview] 
Poster
None
Video-FLAIR: Not Whether to Reason, But How
Yogesh Kulkarni ⋅ Pooyan Fazli
[ OpenReview] 
Poster
None
Emergence of Physical Intelligence via Controllable Information Production
Tristan Shah ⋅ Stas Tiomkin
[ OpenReview] 
Poster
None
TopoCurve: Geometry-Aware Topology Reasoning via Bézier Curves in Autonomous Driving
Mihai Bogdan Deaconu ⋅ Laura Diosan
[ OpenReview] 
Poster
None
Reasoning with Sampling: Cutting at Decision Points
Felix Zhou ⋅ Anay Mehrotra ⋅ Quanquan C Liu
[ OpenReview] 
Poster
None
Toward a theory of Evaluability
Kunal Talwar
[ OpenReview] 
Poster
None
FLARE: Verifying MILP Reformulations with LLM-Based Formal Proof Synthesis
Henry Robbins ⋅ Connor Lawless ⋅ Madeleine Udell ⋅ Ellen Vitercik
[ OpenReview] 
Poster
None
Efficient and Accurate Zero Shot Generation of Symmetric Protein Complexes
Rory Gao ⋅ Yuanzhou Chen ⋅ Prajit Rajkumar ⋅ Wei Wang
[ OpenReview] 
Poster
None
Bentkus-type asymptotic e-values
Diego Martinez Taboada ⋅ Ben Chugg ⋅ Aaditya Ramdas
[ OpenReview] 
Poster
None
Cross-Model KV Cache Transfer in LLM Families: A Closed-Form Linear Mapping for Prefill Reuse
Taekyung Heo ⋅ Rasoul Shafipour ⋅ Ritchie Zhao ⋅ Maximilian Golub ⋅ Mohammad Mahdi Kamani ⋅ Ritika Borkar ⋅ Makesh T Chandran ⋅ Pantea Zardoshti ⋅ Bita Darvish Rouhani
[ OpenReview] 
Poster
None
Learning Rate Transfer in Normalized Transformers
Boris Shigida ⋅ Boris Hanin ⋅ Andrey Gromov
[ OpenReview] 
Poster
None
An exact information theory of generalization phase transitions in Bayesian diffusion models
Henry Hunt ⋅ Mason Kamb ⋅ Surya Ganguli
[ OpenReview] 
Poster
None
From Link Prediction to Linear Community Detection: A Finite-Sample Guarantee for Graph Pretraining
Ying Chen ⋅ Zhangyang "Atlas" Wang ⋅ Yixuan He
[ OpenReview] 
Poster
None
Finite Time Analysis of Risk-Sensitive RL via Noisy Power Iteration
Waqar Mirza ⋅ Yashaswini Murthy ⋅ Laixi Shi ⋅ Eric Mazumdar ⋅ Adam Wierman
[ OpenReview] 
Poster
None
Learn Locally, Recurse Globally: Neural Circuit Synthesis Beyond Training Depth
Emile Richard
[ OpenReview] 
Poster
None
A Model of Diverse Sampling from Language Models
Manuel Prada-Corral ⋅ Yahya Emara ⋅ Timothy O'Donnell ⋅ Ryan Cotterell ⋅ Tim Vieira
[ OpenReview] 
Poster
None
Traversal-Invariant Positional Encoding for Serialized Graphs
Krish Mody ⋅ Sridhar Radhakrishnan ⋅ Chandra N Sekharan
[ OpenReview] 
Poster
None
LittleLearner: Language Models Under Pedagogically-Controlled Knowledge Exposure
Fanfei Li ⋅ Jana Zeller ⋅ Manuel Prada-Corral ⋅ Thaddäus Wiedemer ⋅ Prasanna Mayilvahanan ⋅ Ryan Cotterell ⋅ Wieland Brendel
[ OpenReview] 
Poster
None
Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning
Zhiyuan (Paul) Zhou ⋅ Andy Peng ⋅ Charles Xu ⋅ Qiyang Li ⋅ Jost Springenberg ⋅ Kevin Frans ⋅ Sergey Levine
[ OpenReview] 
Poster
None
Learning to Ask: Metacognitive Action Policy for Large and Small Language Model Collaboration
Jiayuan Zhang ⋅ Jianwei Niu ⋅ Xuefeng Liu ⋅ Haotian Yang ⋅ Guogang Zhu ⋅ Yuhui Niu ⋅ Wanyu Lin ⋅ Xinghao Wu
[ OpenReview] 
Poster
None
TIDES: Implicit Time-Awareness in Selective State Space Models
Taylan Soydan ⋅ Miguel Bessa ⋅ Dirk Mohr ⋅ Rui Barreira
[ OpenReview] 
Poster
None
An Information-theoretic Framework for Auditing Unfairness in Training Data
Mohamed Nafea ⋅ Sokrat Aldarmini
[ OpenReview] 
Poster
None
Ensembling Language Models with Sequential Monte Carlo
Robin Chan ⋅ Tianyu Liu ⋅ Samuel Kiegeland ⋅ Clemente Pasti ⋅ Jacob Vigly ⋅ Timothy O'Donnell ⋅ Ryan Cotterell ⋅ Tim Vieira
[ OpenReview] 
Poster
None
Inference and Uncertainty Quantification for Streaming $r$-PCA
Haoshu Xu ⋅ Hongzhe Li
[ OpenReview] 
Poster
None
Personalized and Collaborative Online LQR via Thompson Sampling
Shivam Bajaj ⋅ Prateek Jaiswal ⋅ Vijay Gupta
[ OpenReview] 
Poster
None
Modelling Opinion Dynamics at Scale with Deep MARL
Lukas Seier ⋅ Brandon Kaplowitz ⋅ Sebastian Towers ⋅ Richard M Bailey ⋅ Jakob Foerster
[ OpenReview] 
Poster
None
Parallel Rollout Approximation for Pixel-Space Autoregressive Image Generation
Jiayi Xu ⋅ Di He ⋅ Guolin Ke
[ OpenReview] 
Poster
None
Why Heavy-Tailed Weights Predict Model Quality
Joseph Wilson ⋅ Chris van der Heide ⋅ Liam Hodgkinson ⋅ Zhichao Wang ⋅ Fred Roosta ⋅ Michael Mahoney
[ OpenReview] 
Poster
None
Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
Rikhav Shah ⋅ Sandeep Silwal ⋅ Tony C Wang
[ OpenReview] 
Poster
None
CVTA: Cross-Variable Temporal Attention for Multivariate Irregular Time Series Prediction
Ankitkumar Joshi ⋅ Milos Hauskrecht
[ OpenReview] 
Poster
None
Enabling Denoising Score Matching Type Training for Manifold Diffusion Model via Momentum and Splitting
Lingkai Kong ⋅ Yuchen Zhu ⋅ Molei Tao
[ OpenReview] 
Poster
None
Beyond Confidence: Rethinking Self-Assessments for Performance Prediction in LLMs
Sree Bhattacharyya ⋅ Samarth Khanna ⋅ Leona Chen ⋅ Lucas Craig ⋅ Tharun Dilliraj ⋅ James Wang
[ OpenReview] 
Poster
None
CLUE: Correlated Latent Uncertainty for Single-Pass Deep Uncertainty Estimation
Yucheng Wang ⋅ Wenyuan Zhao ⋅ Weifeng Zhang ⋅ Chao Tian ⋅ Xiaoning Qian
[ OpenReview] 
Poster
None
LogSTOP: Temporal Scores over Prediction Sequences for Matching and Retrieval
Avishree Khare ⋅ Hideki Okamoto ⋅ Bardh Hoxha ⋅ Georgios Fainekos ⋅ Rajeev Alur
[ OpenReview] 
Poster
None
A Theory of Training Profit-Optimal LLMs
Sophie Hao ⋅ Will Merrill
[ OpenReview] 
Poster
None
Why Speculative Decoding Works Better Than Predicted on Sparse MoE Models
Ekagra Ranjan ⋅ Komal Teru ⋅ Bharat Venkitesh ⋅ Acyr Locatelli
[ OpenReview] 
Poster
None
LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning
Ömer Faruk Akgül ⋅ Yusuf H Kalayci ⋅ Rajgopal Kannan ⋅ Willie Neiswanger ⋅ Viktor Prasanna
[ OpenReview] 
Poster
None
Spectral Representations for Provably Robust Offline Meta-Reinforcement Learning from Bagged Rewards
Yashas Vaidya ⋅ Bo Dai
[ OpenReview] 
Poster
None
Extracting Search Trees from LLM Reasoning Traces Reveals Myopic Planning
Sixing Chen ⋅ Ji-An Li ⋅ Saner Cakir ⋅ Sinan Akcali ⋅ Kayla Lee ⋅ Marcelo G Mattar
[ OpenReview] 
Poster
None
LOTION: Smoothing the Optimization Landscape for Quantized Training
Mujin Kwun ⋅ Depen Morwani ⋅ Huangyuan Su ⋅ Stephanie Gil ⋅ Nikhil Anand ⋅ Sham Kakade
[ OpenReview] 
Poster
None
PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents
Zhuohan Gu ⋅ Qizheng Zhang ⋅ Omar Khattab ⋅ Samuel Madden
[ OpenReview] 
Poster
None
The Value of Covariance Matching in Gaussian DDPMs and the Lanczos Sampler
Sahil Akhtar ⋅ Aymane El Gadarri ⋅ Vivek Farias ⋅ Adam Jozefiak
[ OpenReview] 
Poster
None
Comparing Transformers and Hybrid Models at the Token Level
Yanhong Li ⋅ Will Merrill
[ OpenReview] 
Poster
None
High-Dimensional Robotic Reinforcement Learning with Developing Synergies
Junyi Shen ⋅ Yasuo Kuniyoshi ⋅ Kohei Nakajima
[ OpenReview] 
Poster
None
Sequential Probability Assignment against Smoothed Adversaries with Unknown Base Measure
Ziyi Liu ⋅ Dan Roy
[ OpenReview] 
Poster
None
Unifying Partner and Environment Diversity to Improve Human-AI Coordination
Patrick Q Zhang ⋅ Yancheng Liang ⋅ Adrienne Fairhall ⋅ Natasha Jaques
[ OpenReview] 
Poster
None
Online Change-point Detection using Foundation Probabilistic Forecasting Models
Alan Moore ⋅ Zhengyuan Zhu ⋅ Lynna Chu
[ OpenReview] 
Poster
None
Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction
Ngoc Bui ⋅ Trung Hieu Nguyen ⋅ Arman Cohan ⋅ Rex Ying
[ OpenReview] 
Poster
None
TailGuard: Subgroup Tail Coverage Theory for Safe LLM Alignment
Charles Cao
[ OpenReview] 
Poster
None
Reinforcement Learning from Rich Feedback with Distributional DAgger
Rishabh Agrawal ⋅ Jacob Fein-Ashley ⋅ Paria Rashidinejad
[ OpenReview] 
Poster
None
Sparse Attention as a Range Searching Problem: Towards an Inference-Efficient Index for KV Cache
Mohsen Dehghankar ⋅ Abolfazl Asudeh
[ OpenReview] 
Poster
None
Attention Is More Than You Need: Spectral Redundancy in Multi-Head Routing
Charles Cao
[ OpenReview] 
Poster
None
Express Language Modeling
Albert Gong ⋅ Annabelle M Carrell ⋅ Raaz Dwivedi ⋅ Lester Mackey
[ OpenReview] 
Poster
None
Causal Inference for Sequential Settings under Interference and Latent Confounding
Phevos Paschalidis ⋅ Constantinos Daskalakis ⋅ Devavrat Shah
[ OpenReview] 
Poster
None
Jailbreak susceptibility prediction and mitigation via the behavioral geometry of models
Hayden Helm ⋅ Xiaodong Liu ⋅ Weiwei Yang
[ OpenReview] 
Poster
None
Nearly Optimal Attention Coresets
Alexandr Andoni ⋅ Eldar Kleiner ⋅ Edo Liberty
[ OpenReview] 
Poster
None
Efficient Learning of Truncated Boolean Product Distributions: Influence to the Rescue
Rohan Chauhan ⋅ Ioannis Panageas
[ OpenReview] 
Poster
None
Test-Time Learning with an Evolving Library
Weijia Xu ⋅ Alessandro Sordoni ⋅ Chandan Singh ⋅ Zelalem Gero ⋅ Michel Galley ⋅ Xingdi Yuan ⋅ Jianfeng Gao
[ OpenReview] 
Poster
None
Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs
Elizabeth Mieczkowski ⋅ Alexander Ku ⋅ Tiwalayo Eisape ⋅ Dilip Arumugam ⋅ John Matters ⋅ Katie Collins ⋅ Ilia Sucholutsky ⋅ Tom Griffiths
[ OpenReview] 
Poster
None
Rethinking Structured Generation: Can Graph-Based Reasoning Resolve Ambiguity?
Ratun Rahman ⋅ Atit Pokharel
[ OpenReview] 
Poster
None
HEED: Density-Weighted Residual Alignment for Hybrid Vision-Language Model Distillation
Yihao Liang ⋅ Niraj Jha
[ OpenReview] 
Poster
None
CA-Judge: Teach Large Models to Judge Anomalies via Comparison for Video Anomaly Detection
He Huang ⋅ Zixuan Hu ⋅ Dongxiao Li ⋅ Zhaoyi Li ⋅ LINGYU DUAN
[ OpenReview] 
Poster
None
Cognitive Firewalls: A Synthetic Account of Cross-Lingual Reasoning Collapse
Jou Barzdukas ⋅ Paulius Rauba ⋅ Julian Schulz ⋅ Jack Peck ⋅ Steven Basart ⋅ Lennie Wells
[ OpenReview] 
Poster
None
PRISM: Principal Subspace Alignment for Parameter-Efficient Fine-Tuning
Anh Tong ⋅ Kyowoon Lee ⋅ Jaesik Choi
[ OpenReview] 
Poster
None
Refining Compositional Diffusion for Reliable Long-Horizon Planning
Kyowoon Lee ⋅ Yunhao Luo ⋅ Anh Tong ⋅ Jaesik Choi
[ OpenReview] 
Poster
None
Energy-Tweedie: Score meets Score, Energy meets Energy
Andrej Leban
[ OpenReview] 
Poster
None
Surprises in Proper Positive-Only Learning
Shai Ben-David ⋅ Farnam Mansouri ⋅ Anay Mehrotra ⋅ Manolis Zampetakis
[ OpenReview] 
Poster
None
GPA: Generative Population Annealing for Test-Time Sequence Design with Pretrained Generative Models
Anirban Sarkar ⋅ Alejandra Duran ⋅ Peter Koo
[ OpenReview] 
Poster
None
Designing Effective Monitor-Based Interventions for Mitigating Reward Hacking During RL
Aria Wong ⋅ Joshua Engels ⋅ Neel Nanda
[ OpenReview] 
Poster
None
Exploring Multi-Order Self-Similarity for Motion Understanding
Manjin Kim ⋅ Heeseung Kwon ⋅ Karteek Alahari ⋅ Minsu Cho
[ OpenReview] 
Poster
None
Self-Supervised Keyframe Discovery for Horizon-Invariant Behavior Cloning
Prabin Kumar Rath ⋅ Omkar Patil ⋅ Nakul Gopalan
[ OpenReview] 
Poster
None
NyoomFloat12: Accelerating LLM Inference via Lossless 12-bit Weight Compression
Sylvie Liberman ⋅ Xinyu Fang ⋅ Tianyi Zhang ⋅ Tri Dao ⋅ Dan Fu
[ OpenReview] 
Poster
None
Diffusion-warm sampling of the XY model enables fast thermalization at scale
Sehmimul Hoque ⋅ Roger Melko ⋅ Pooya Ronagh
[ OpenReview] 
Poster
None
Information Loss and Disparate Effects in Network Embeddings
Gabriel Chuang ⋅ Augustin Chaintreau
[ OpenReview] 
Poster
None
Tropical Gaussian Anticoncentration: Settling Optimal Instance-Dependent Bounds for Online Learning in Extensive-Form Games
Ashkan Soleymani ⋅ Zhiyuan Fan ⋅ Lillian Ratliff ⋅ Patrick Jaillet ⋅ Gabriele Farina
[ OpenReview] 
Poster
None
A Bitter Lesson for Data Filtering
Christopher Mohri ⋅ John Duchi ⋅ Tatsunori Hashimoto
[ OpenReview] 
Poster
None
SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents
Mehrdad Saberi ⋅ Keivan Rezaei ⋅ Soheil Feizi
[ OpenReview] 
Poster
None
LatentRouter: Can We Choose the Right Multimodal Model Before Seeing Its Answer?
Xueqi Cheng ⋅ Yushun Dong
[ OpenReview] 
Poster
None
Online Min-Max Optimization: From Individual Regrets to Cumulative Saddle Points
Abhijeet Vyas ⋅ Brian Bullins
[ OpenReview] 
Poster
None
Counterfactual Predictive State Representations: The Intrinsic Dimension of Partial-Information Games
Manoj Saravanan ⋅ Rohit Kumar Salla ⋅ Shrikar R Kota
[ OpenReview] 
Poster
None
Hallucination as Commitment Failure: Larger LLMs Misfire Despite Knowing the Answer
Jewon Yeom ⋅ Jaewon Sok ⋅ Heejun Kim ⋅ Seonghyeon Park ⋅ Jeongjae Park ⋅ Taesup Kim
[ OpenReview] 
Poster
None
Meta-memorization and memorization scaling laws in transformers
Alex Nguyen ⋅ Kenneth Norman ⋅ Gautam Reddy
[ OpenReview] 
Poster
None
OdysSim: Building Foundation Models for Human Behavior Simulation
Xuhui Zhou ⋅ Weiwei Sun ⋅ Weihua Du ⋅ Jiarui Liu ⋅ Haojia Sun ⋅ Qianou Ma ⋅ Sherry Wu ⋅ Yiming Yang ⋅ Maarten Sap
[ OpenReview] 
Poster
None
RECIPE: Procedural Planning via Grounding in Instructional Video
Luigi Seminara ⋅ Antonino Furnari ⋅ Lorenzo Torresani
[ OpenReview] 
Poster
None
Hypothesis generation and updating in large language models
Huadong Xiong
[ OpenReview] 
Poster
None
Language Models Need Sleep
Sangyun Lee ⋅ Sean McLeish ⋅ Tom Goldstein ⋅ Giulia Fanti
[ OpenReview] 
Poster
None
Bidirectional Information Flow (BIF) - A Sample Efficient Hierarchical Gaussian Process for Bayesian Optimization
Juan D. Guerra ⋅ Thomas Garbay ⋅ Numa Dancause ⋅ Guillaume Lajoie ⋅ Marco Bonizzato
[ OpenReview] 
Poster
None
Intra-Option Fitted Q-Evaluation: Evaluating Hierarchical Policies from Non-Hierarchical Data
Yunfu Deng ⋅ Josiah Hanna
[ OpenReview] 
Poster
None
Understanding Gradient Orthogonalization for Deep Learning via Non-Euclidean Trust-Region Optimization
Dmitry Kovalev
[ OpenReview] 
Poster
None
Growing a Neural Network in Breadth, Depth, and Time
Eivinas Butkus ⋅ Kedar Garzón Gupta ⋅ Nikolaus Kriegeskorte
[ OpenReview] 
Poster
None
Robust Domain Generalization under Divergent Marginal and Conditional Distributions
Jewon Yeom ⋅ Kyubyung Chae ⋅ Hyunggyu Lim ⋅ Yoonna Oh ⋅ Dongyoon Yang ⋅ Taesup Kim
[ OpenReview] 
Poster
None
GLOBE: Accurate Surrogates for Boundary-Driven PDEs via Domain-Inspired Architectures and Equivariance
Peter Sharpe
[ OpenReview] 
Poster
None
Stable Resolution-Invariant Emulation in Entropically Controlled Kinetic Methods
Kareem Hegazy ⋅ Jose Antonio Lara Benitez ⋅ Anastasis Kratsios ⋅ Ivan Dokmanić ⋅ Maarten V. de Hoop ⋅ Michael Mahoney
[ OpenReview] 
Poster
None
Looped Transformers with Layer Normalization Provably Learn the Power Method
Lyumin Wu ⋅ Chenyang Zhang ⋅ Yuan Cao
[ OpenReview] 
Poster
None
The Cost of Symmetry: Universality and Hardness for Permutation-Invariant Neural Networks
Dashiell Bhattacharyya
[ OpenReview] 
Poster
None
The Stability of Data Exchange in Competitive Markets
Yuanchen Brian Tang ⋅ Jiaxin Song ⋅ Bhaskar Ray Chaudhury ⋅ Ruta Mehta
[ OpenReview] 
Poster
None
Tuning the Tuner
Jacob Adkins ⋅ Michael Bowling ⋅ Adam White
[ OpenReview] 
Poster
None
Robust Offline Reinforcement Learning against Out-of-Distribution Dynamics in Autonomous Driving
Haozhe Liu ⋅ Jie Wang ⋅ Rui Yang ⋅ Chunyang Liu ⋅ Xize Liang
[ OpenReview] 
Poster
None
CipherFlow: Hardware-Aware Compiler Framework for Low-Latency Hybrid Secure Inference
Hedong Zhang ⋅ Mengxin Zheng ⋅ Qian Lou
[ OpenReview] 
Poster
None
Continuously-Augmented Hybrid Masked Diffusion Model for Data Imputation
Kijung Jeon ⋅ Molei Tao
[ OpenReview] 
Poster
None
Decoupling Exploration and Policy Optimization: Uncertainty Guided Tree Search for Hard Exploration
Zakaria Mhammedi ⋅ James Cohan
[ OpenReview] 
Poster
None
The Curse of Multiple Mediators: Hidden Interaction Effects in Activation Patching
Sankaran Vaidyanathan ⋅ David Arbour ⋅ Aaron Mueller ⋅ Scott Niekum ⋅ David Jensen
[ OpenReview] 
Poster
None
Robust and Hard-to-Remove GNN Watermarking via Topological Invariant Perception
JIPENG LI ⋅ Yanning Shen
[ OpenReview] 
Poster
None
One-Layer Transformers Provably Learn In-Context K-Nearest Neighbor Prediction with Chain-of-Thought
Lyumin Wu ⋅ Yuan Cao
[ OpenReview] 
Poster
None
Learning to Learn from Multimodal Experience
Xingyu Sui ⋅ Weixiang Zhao ⋅ Yongxin Tang ⋅ Yanyan Zhao ⋅ Yang Wu ⋅ Dandan Tu ⋅ Bing Qin
[ OpenReview] 
Poster
None
Outbidding and Outbluffing Elite Humans: Mastering Liar’s Poker via Self-Play and Reinforcement Learning
Richard Dewey ⋅ Janos Botyanszki ⋅ Ciamac C Moallemi ⋅ Andrew Zheng
[ OpenReview] 
Poster
None
Finite-Memory Control of POMDPs: Fundamental Limits and Efficient Design
Emrecan Kutay ⋅ Atilla Eryilmaz ⋅ Ness Shroff
[ OpenReview] 
Poster
None
Learning from Language Feedback via Variational Policy Distillation
Yang Li ⋅ Erik Nijkamp ⋅ Semih Yavuz ⋅ Shafiq Joty
[ OpenReview] 
Poster
None
Temporal Smoothness Constraints on Efficient Neurobiological Codes Imply Temporal Specialization
John Vastola ⋅ Samuel J Gershman
[ OpenReview] 
Poster
None
When Are Semivalue-Based Decisions Identifiable? Robust Data Selection under Utility Ambiguity
Hannah Diehl ⋅ Justin Steil ⋅ Ashia Wilson
[ OpenReview] 
Poster
None
LDPCache: Locally Differentially Private Multi-Query Processing with Cache Optimization for Large Language Models
Haoqiang Shi ⋅ Ning Wang ⋅ Chuan He ⋅ Qian Ma ⋅ Zhigang Wang ⋅ Shen Su ⋅ Yu Gu ⋅ Zhihong Tian
[ OpenReview] 
Poster
None
Contextual Flow Matching for High-quality Visual Content Generation
Bozhi Luan ⋅ Hong Chen ⋅ Jianmin Bao ⋅ Liang Hou ⋅ Yuan Gao ⋅ Xin Tao ⋅ Pengfei Wan ⋅ Wengang Zhou ⋅ Houqiang Li
[ OpenReview] 
Poster
None
Multi-Part Object Representations via Graph Structures and Co-Part Discovery
Alex Foo ⋅ Wynne Hsu ⋅ Mong-Li Lee
[ OpenReview] 
Poster
None
Pixels over Symbols: Sensory Realism Improves Behavioral Alignment in Models of Cognition
Mark Bai ⋅ Xiaoxuan Lei ⋅ Zihan Weng ⋅ MOTAHAREH POURRAHIMI ⋅ Lucas Gomez ⋅ Pouya Bashivan
[ OpenReview] 
Poster
None
When Prompt Internalization Breaks: Continuous Experience Internalization in Large Language Models
Ze Chen ⋅ Haomai Zhang ⋅ Jiaxuan Zou ⋅ Zhuo Chen ⋅ Linhua Ye
[ OpenReview] 
Poster
None
Learning to Price with Persuasion
Maria-Florina Balcan ⋅ Tejas Pagare ⋅ Karan Singh
[ OpenReview] 
Poster
None
Binding Visual Features Point by Point
Udith Haputhanthri ⋅ Declan Campbell ⋅ Rim Assouel ⋅ Jonathan D Cohen ⋅ Taylor Webb
[ OpenReview] 
Poster
None
LAtte: Hyperbolic Lorentz Attention for Joint-Subject EEG Classification
Ahmad Bdeir ⋅ Johannes Burchert ⋅ Tom Hanika ⋅ Lars Schmidt-Thieme ⋅ Niels Landwehr
[ OpenReview] 
Poster
None
Effectiveness of Curriculum Learning Depends on Reward Sparsity and Competing Optima
John Vastola ⋅ Ann Huang ⋅ Satpreet Harcharan Singh ⋅ Samuel J Gershman ⋅ Kanaka Rajan
[ OpenReview] 
Poster
None
GlycoGen: Crystallizing Flows for De Novo Glycan Structure Prediction
Romain Lacombe
[ OpenReview] 
Poster
None
Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech
Dong Yang ⋅ YIYI CAI ⋅ Haoyu Zhang ⋅ Yuki Saito ⋅ Hiroshi Saruwatari
[ OpenReview] 
Poster
None
Vendi Anomaly Scores for Efficient and Accurate Anomaly Detection
Amey P Pasarkar ⋅ Adji Bousso Dieng
[ OpenReview] 
Poster
None
Decentralized Q-Learning in Markov Potential Games
Onur Ünlü ⋅ Eilyan Bitar ⋅ Francesca Parise
[ OpenReview] 
Poster
None
Rethinking Language Model Scaling under Transferable Hypersphere Optimization
Liliang Ren ⋅ Yang Liu ⋅ yelong shen ⋅ Weizhu Chen
[ OpenReview] 
Poster
None
AI-Assisted Classification under Correlation Neglect and Trust
Saurabh Amin ⋅ Amine Bennouna ⋅ Daniel Huttenlocher ⋅ Dingwen Kong ⋅ Liang Lyu ⋅ Asuman Ozdaglar
[ OpenReview] 
Poster
None
Laplacian Heads Improve Transformers by Smoothing Token Representations
Yuchong Zhang ⋅ Vardan Papyan
[ OpenReview] 
Poster
None
Auditing the Judge: Human-Grounded Bias Discovery, Quantification, and Mitigation in LLM Judges
Hamin Koo ⋅ ChanJoo Jung ⋅ Fangzhao Wu ⋅ Jaehyung Kim
[ OpenReview] 
Poster
None
Rubato: Transcribing Piano Music with Timestamps
Nazif Tamer ⋅ Victoria Ebert ⋅ Guang Yang ⋅ Noah Smith
[ OpenReview] 
Poster
None
Mechanism-Aware Ensemble Conditioning for Data-Limited Emulation of Extreme Events
Isabella Thiel ⋅ Juan M. Bello-Rivas ⋅ Yannis Kevrekidis ⋅ Themis Sapsis
[ OpenReview] 
Poster
None
Cross-Model Circuit Discovery
Harrish Thasarathan ⋅ Matthew Kowal ⋅ Thomas Fel ⋅ Kosta Derpanis
[ OpenReview] 
Poster
None
Mechanistic Interpretability with Sparse Autoencoder Neural Operators
Bahareh Tolooshams ⋅ Ailsa Shen ⋅ Animashree Anandkumar
[ OpenReview] 
Poster
None
On the Optimal Sample Complexity of Offline Multi-Armed Bandits with KL Regularization
Kaixuan Ji ⋅ Qiwei Di ⋅ Heyang Zhao ⋅ Qingyue Zhao ⋅ Quanquan Gu
[ OpenReview] 
Poster
None
On the Importance of Gating: Memorization vs. In-Context Learning in State Space Models
William Tong ⋅ Aryo Lotfi ⋅ Emmanuel Abbe ⋅ Konstantinos Vaggelakos ⋅ Vishnu Banna ⋅ Etai Littwin ⋅ Joshua Susskind ⋅ Eran Malach
[ OpenReview] 
Poster
None
Safe Score Matching: Diffusion Policies with Hamilton-Jacobi Reachability for Online Safe Reinforcement Learning
Boyang Li ⋅ Matthew Kim ⋅ Sylvia Herbert
[ OpenReview] 
Poster
None
Do Thinking Tokens Help with Safety?
Narutatsu Ri ⋅ Abhishek Panigrahi ⋅ Sanjeev Arora
[ OpenReview] 
Poster
None
GridDiffuser: Constraint-Guided Graph Diffusion for AC Optimal Power Flow
Yutong Zheng ⋅ Jichen Zhang ⋅ Danilo Mandic
[ OpenReview] 
Poster
None
Inverse Linear Bandits via Linear Programs
Ziqing Song ⋅ Lin Yang ⋅ Ruosong Wang
[ OpenReview] 
Poster
None
Contrastive Retrieval Heads for Improved Attention-Based Reranking
Linh Tran ⋅ Yulong Li ⋅ Radu Florian ⋅ Stacy Patterson ⋅ Ana Milanova ⋅ Wei Sun
[ OpenReview] 
Poster
None
VGB for Masked Diffusion Model: Efficient Test-time Scaling for Reward Satisfaction and Sample Editing
Kijung Jeon ⋅ Thuy-Duong Vuong ⋅ Molei Tao
[ OpenReview] 
Poster
None
Understanding Generalization through Decision Pattern Shift
Huiqi Deng ⋅ Yibo Li ⋅ Quanshi Zhang ⋅ Peng Zhang ⋅ Hongbin Pei ⋅ Xia Hu
[ OpenReview] 
Poster
None
Learning the Committor Function using Weighted Ensemble Simulations
Jacky Chen ⋅ Rishal Aggarwal ⋅ David Koes
[ OpenReview] 
Poster
None
High Probability Risk Control for Online Policy Learning
Yihong Guo ⋅ Drew Prinster ⋅ Suchi Saria ⋅ Anqi Liu
[ OpenReview] 
Poster
None
OS-Pruner: Pruning Chains-of-Thought of Reasoning Models via Optimal Stopping
Mohammed Ehab ⋅ Aymane El Gadarri ⋅ Vivek Farias ⋅ Adam Jozefiak ⋅ Ciamac C Moallemi
[ OpenReview] 
Poster
None
Online Quantile Omniprediction for Proper Losses
Hyunsuk Kim ⋅ Isaac Gibbs ⋅ Michael Mahoney ⋅ Ryan Tibshirani
[ OpenReview] 
Poster
None
Sparse Expansion Utility: Identifying and Routing to Pivotal Steps in LLM Reasoning Chains
Rian Atri ⋅ Evan Luo
[ OpenReview] 
Poster
None
Adaptive Calibration in Non-Stationary Environments
Junyan Liu ⋅ Haipeng Luo ⋅ Lillian Ratliff
[ OpenReview] 
Poster
None
Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients
Matias Alvo ⋅ Daniel Russo ⋅ Yashodhan Kanoria
[ OpenReview] 
Poster
None
Achieving Optimal Static and Dynamic Regret Simultaneously in Bandits with Deterministic Losses
Jian Qian ⋅ Chen-Yu Wei
[ OpenReview] 
Poster
None
When Everyone Can Submit: Designing Contests with Transparent Pre-Selection
Hanbing Liu ⋅ Ningyuan Li ⋅ Weian Li ⋅ Qi Qi ⋅ Changyuan Yu
[ OpenReview] 
Poster
None
How do Small Transformer Models Learn Hard Math Tasks?
Eshika Saxena ⋅ Kristin E. Lauter
[ OpenReview] 
Poster
None
When Do Multi-Agent Systems Help? An Information Bottleneck Perspective
Wendi Yu ⋅ Lianhao Zhou ⋅ Xiangjue Dong ⋅ Sai S Barath ⋅ Declan Staunton ⋅ Byung-Jun Yoon ⋅ Xiaoning Qian ⋅ James Caverlee ⋅ Shuiwang Ji
[ OpenReview] 
Poster
None
Adversarially Attacking Symbolic Vocabulary Vulnerabilities In LLM Planners
Stephen Obadinma ⋅ Xiaodan Zhu
[ OpenReview] 
Poster
None
ClusterSplat: Semantic Cluster Selection for 3D Visual Grounding in Gaussian Splatting
Jaesung Lee ⋅ Hyeontaek Hwang ⋅ Gabriel Manalu ⋅ Daeyoung Kim
[ OpenReview] 
Poster
None
Test-time Scaling for Diffusion Language Models with Frequency-Aware Remasking
Bowen Zuo ⋅ Yue Yu ⋅ Dongruo Zhou ⋅ Yinglun Zhu
[ OpenReview] 
Poster
None
Query Lower Bounds for Approximating the Top Eigenvector of Asymmetric Matrices
Kun Chen ⋅ Zhihua Zhang
[ OpenReview] 
Poster
None
Benchmark for Assessing Olfactory Perception of Large Language Models
Eftychia Makri ⋅ Nikolaos Nakis ⋅ Laura Sisson ⋅ Geetanjali Minsky ⋅ Leandros Tassiulas ⋅ Vahid Satarifard ⋅ Nicholas A Christakis
[ OpenReview] 
Poster
None
xVGAE: A Hierarchical Variational Graph Autoencoder for Exchangeable Graphs
Daniele Micheletti ⋅ Federica Zoe Ricci ⋅ Erik Sudderth
[ OpenReview] 
Poster
None
The SEC Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data
Nick Bettencourt ⋅ Xiaowei Ding ⋅ Kay Giesecke
[ OpenReview] 
Poster
None
DynaSub: Adaptive Subgrouping for Scalable Representation Learning
Tina Behrouzi ⋅ Sana Tonekaboni ⋅ Rahul Krishnan ⋅ Anna Goldenberg
[ OpenReview] 
Poster
None
Spherical Flows for Sampling Categorical Data
Jannis Chemseddine ⋅ Gregor Kornhardt ⋅ Gabriele Steidl
[ OpenReview] 
Poster
None
SIGMA: A Sigmoid-Gated Sampler for Test-Time Scaling in Diffusion Language Models
Ziwen Zhang ⋅ Weiyu Chen ⋅ Yuyan Zhou ⋅ Yichen Zhu ⋅ James Kwok
[ OpenReview] 
Poster
None
Exact-Form Regret and Conservative Correlated Equilibria
Ashkan Soleymani ⋅ Patrick Jaillet ⋅ Gabriele Farina
[ OpenReview] 
Poster
None
SGD Provably Prioritizes a Shortcut Spurious Feature in the XOR Model
Tyler LaBonte ⋅ Vidya Muthukumar
[ OpenReview] 
Poster
None
Language Denoising Objectives Extend the Value of Limited Data
Justin Lovelace ⋅ Christian Belardi ⋅ Srivatsa R Kundurthy ⋅ Shriya Sudhakar ⋅ Kilian Weinberger
[ OpenReview] 
Poster
None
EngramState: Loadable Tool Priors for Efficient Function Calling
Seulkee Lee ⋅ Hyun-rae Jo ⋅ Dongkun Shin
[ OpenReview] 
Poster
None
Forced Deferral: Manipulating Routing Decisions in Multimodal LLM Cascades
Zhongye Liu ⋅ Yaopei Zeng ⋅ Yurui Chang ⋅ Lu Lin
[ OpenReview] 
Poster
None
Self-Tuning Graph Filters via State-Dependent Operator Composition
Amir Ghazizadeh ⋅ Mahyar Alinejad ⋅ George Atia ⋅ Rickard Ewetz ⋅ Hao Zheng
[ OpenReview] 
Poster
None
Finetuning with Sampling: Make SFT Generalize, Not Forget
Aayush Karan ⋅ Sitan Chen ⋅ Yilun Du
[ OpenReview] 
Poster
None
Meta Inverse Prompting for Video Generative Models
Yerin Jung ⋅ Jongheon Jeong
[ OpenReview] 
Poster
None
Brute-Force Jailbreaks and Codon-Aware Watermarking for DNA Foundation Models
Munish B Persaud ⋅ Amrit Singh Bedi ⋅ Souradip Chakraborty
[ OpenReview] 
Poster
None
XTC: Head-Aware Sampling by Excluding Top Choices
Philipp E Weidmann ⋅ Allen Roush ⋅ Judah Goldfeder ⋅ Sanjay Basu ⋅ Ravid Shwartz-Ziv
[ OpenReview] 
Poster
None
Ergodic Trajectory Design by Learned Pushforward Maps: Provable Coverage via Conditional Flow Matching
Ehsan Aghazadeh ⋅ Masoud Malekzadeh ⋅ Ahmad Ghasemi ⋅ Hossein Pishro-Nik
[ OpenReview] 
Poster
None
A low-rank decoder bottleneck bounds reliability in foundation-model perturbation prediction
Zheyu Zhang ⋅ Yuanhao Huang ⋅ Fan Feng ⋅ Jie Liu
[ OpenReview] 
Poster
None
Reinforcement Learning with Verifiable Physics: Post-training LLMs for PDE Solver Generation
Pengfei Cai ⋅ Utkarsh Utkarsh ⋅ Alan Edelman ⋅ Christopher Rackauckas ⋅ Rafael Gomez-Bombarelli
[ OpenReview] 
Poster
None
Langevin-Informed Transfer Learning: Replacing the Target Samples by Black-Box Feedback
Vladimir Kostic ⋅ Karim Lounici ⋅ Hélène Halconruy ⋅ Timothée Devergne ⋅ Michele Parrinello ⋅ Massimiliano Pontil
[ OpenReview] 
Poster
None
FOGO: Forgetting-aware Orthogonalization Optimizer
Toan Nguyen ⋅ Yang Liu ⋅ Trung Le ⋅ Celso de Melo ⋅ Flora Salim
[ OpenReview] 
Poster
None
The Adversarial Gait: Detecting Visual Adversarial Attacks against Vision-Language Models via Self-Targeted Gradient Characterization
Mauricio Byrd Victorica ⋅ Ezzeldin Shereen ⋅ György Dán
[ OpenReview] 
Poster
None
Foundation Models for Particle Accelerators
Mahindra Rautela ⋅ Alexander Scheinker
[ OpenReview] 
Poster
None
Understanding Private Evolution as Learning-Augmented Clustering
Audra McMillan ⋅ Kunal Talwar ⋅ Felix Zhou
[ OpenReview] 
Poster
None
Announced Breaks Separate Conformal Reliability from Frequency Calibration
Karl Li
[ OpenReview] 
Poster
None
Align as You Couple: Learning Spatial Resolved Inference from H&E Images with Mollified Flow Matching
Rongchao Zhang ⋅ Guangyuan Dong ⋅ Siheng Wang ⋅ Zhengtao Yao ⋅ Junhao Dong ⋅ Haoyang Li
[ OpenReview] 
Poster
None
Grokking or Glitching? How Low-Precision Drives Slingshot Loss Spikes
LIU Hanqing ⋅ Jianjun Cao ⋅ Yuanze Li ⋅ Zijian Zhou
[ OpenReview] 
Poster
None
Parallel Broyden methods for efficiently evaluating nonlinear state space models
Ian Christopher Tanoh ⋅ Scott Linderman
[ OpenReview] 
Poster
None
Self-Distillation of Hidden Layers for Masked Self-Supervised Representation Learning
Scott C. Lowe ⋅ Anthony Fuller ⋅ Sageev Oore ⋅ Evan Shelhamer ⋅ Graham Taylor
[ OpenReview] 
Poster
None
An Efficient Geometric Characterization of Robust Fair Learning
Sushant Agarwal ⋅ Amit Jayant Deshpande ⋅ Rajmohan Rajaraman ⋅ Ravi Sundaram
[ OpenReview] 
Poster
None
Commutator Memory: Sparse, Path-Local Reading and Steering in Language Models
John Sweeney
[ OpenReview] 
Poster
None
Statistical Limits of Affine Equivariant Estimation
Zihao Chen ⋅ Yeshwanth Cherapanamjeri
[ OpenReview] 
Poster
None
Minimax Optimal Kernel Two-sample Testing in Sub-quadratic Time
Ikjun Choi ⋅ Shourya Pandey ⋅ Purnamrita Sarkar
[ OpenReview] 
Poster
None
One-Shot Private Confidence Regions via Resampling
Po-Ling Loh ⋅ Debepsita Mukherjee ⋅ Shourya Pandey ⋅ Purnamrita Sarkar
[ OpenReview] 
Poster
None
PRO: Enabling Precise and Robust Text Watermark for Open-Source LLMs
Jiaqi Xue ⋅ Yifei Zhao ⋅ Mansour Al Ghanim ⋅ Shangqian Gao ⋅ Ruimin Sun ⋅ Qian Lou ⋅ Mengxin Zheng
[ OpenReview] 
Poster
None
Emergent representations of graphical structure in mechanistic neural models of causal judgment
Marcus Triplett ⋅ Kenneth Kay
[ OpenReview] 
Poster
None
Do You CARE to Generalize? Extracting Robust Concept Directions from LLMs
Sweta Karlekar ⋅ Claudia Shi ⋅ Aahlad Manas Puli ⋅ Carolina Zheng ⋅ Maggie Makar ⋅ John Bowlan ⋅ Michal Kucer ⋅ David Blei
[ OpenReview] 
Poster
None
NuMuon: Nuclear-Norm-Constrained Muon for Compressible LLM Training
Hadi Mohaghegh Dolatabadi ⋅ Thalaiyasingam Ajanthan ⋅ Sameera Ramasinghe ⋅ Chamin Hewa Koneputugodage ⋅ Shamane Siriwardhana ⋅ Violetta Shevchenko ⋅ Karol Pajak ⋅ James Snewin ⋅ Gil Avraham ⋅ Alexander Long
[ OpenReview] 
Poster
None
SIGA: Scientific Simulation Coding Agent Adapter- A Geophysics Case Study
Matthew Ho ⋅ Brian Z. Liu ⋅ Jixuan Chen ⋅ Lianhui Qin
[ OpenReview] 
Poster
None
DP-EGGROLL: Centered Fitness-Vector Privatization for Backprop-Free Differentially Private Optimization
David T Zagardo
[ OpenReview] 
Poster
None
Chain-of-Route: State-Aware LLM Routing for Multi-Turn Conversations
Jiaqi Xue ⋅ Mengxin Zheng ⋅ Heng Huang ⋅ Qian Lou
[ OpenReview] 
Poster
None
Beyond Masked Sparsity: SNACK Enables Truly Sparse Neural Networks on GPU
Jafar Badour ⋅ Elena Mocanu ⋅ Maurice Keulen
[ OpenReview] 
Poster
None
Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace
Simon Yu ⋅ Derek Chong ⋅ Ananjan Nandi ⋅ Dilara Soylu ⋅ Jiuding Sun ⋅ Christopher D Manning ⋅ Weiyan Shi
[ OpenReview] 
Poster
None
SiliciclasticReservoirs: A Million-Reservoir Dataset and Flow-Matching Foundation Model for 3D Siliciclastic Reservoir Generation
Ilgar Baghishov ⋅ Elnara Rustamzade ⋅ Graeme Henkelman ⋅ John Foster ⋅ Michael J Pyrcz
[ OpenReview] 
Poster
None
Diffusion Guidance Is a Controllable Policy Improvement Operator
Kevin Frans ⋅ Seohong Park ⋅ Pieter Abbeel ⋅ Sergey Levine
[ OpenReview] 
Poster
None
Signed-Permutation Coordinate Transport for RMSNorm Transformers
John Sweeney
[ OpenReview] 
Poster
None
Extending ROC Analysis to Uncertainty-Aware Risk Prediction with an Interval-Based AUC (iAUC)
Yuqi Li ⋅ Matthew Engelhard
[ OpenReview] 
Poster
None
The Capability Frontier of GRPO
Rithvik Redrouthu ⋅ Jackson Stokes
[ OpenReview] 
Poster
None
A Set-Sequence Model for Time Series
Elliot Epstein ⋅ Apaar Sadhwani ⋅ Kay Giesecke
[ OpenReview] 
Poster
None
Mixture-of-Experts for Online Matrix Completion on a Drifting Union of Subspaces
Renpu Liu ⋅ Jing Yang
[ OpenReview] 
Poster
None
A Mechanistic Investigation of Theory of Mind in a Large Language Model
Idil K Sahin ⋅ Steven M Frankland ⋅ Taylor Webb
[ OpenReview] 
Poster
None
MoMHa: Multi-Objective Optimization of LLM Harnesses over Accuracy, Safety, and Tokens
Subhojyoti Mukherjee ⋅ Mehrab Tanjim
[ OpenReview] 
Poster
None
A probabilistic model of visual segmentation explains early visual cortical dynamics
Tridib K. Biswas ⋅ Ruben Coen-Cagli
[ OpenReview] 
Poster
None
Limits and Potential of Score-Based Data Valuation: Redundancy, Complementarity, and Non-Monotonicity
Kumar Kshitij Patel ⋅ Sai Praneeth Karimireddy ⋅ Raul Fernandez ⋅ Manolis Zampetakis
[ OpenReview] 
Poster
None
Don't Discard Your Rollouts: Reusing Teacher RL Traces for Student Distillation
Vashisth Tiwari ⋅ Emma Strubell ⋅ Zico Kolter
[ OpenReview] 
Poster
None
NitroBox: Lightning-Fast Sandbox for Large-Scale RL Training
Yuzhou Nie ⋅ Ruilin Zhou ⋅ Zhaorun Chen ⋅ Jingyang Zhang ⋅ Yan Shao ⋅ Hongwei Li ⋅ Bo Li ⋅ Dawn Song ⋅ Wenbo Guo
[ OpenReview] 
Poster
None
Stealthy World Model Manipulation via Data Poisoning
Yibin Hu ⋅ Zizhan Zheng
[ OpenReview] 
Poster
None
Transporting the Past: An Optimal Transport View of Backtracking Counterfactuals
Zhangyi Liu ⋅ Sayedpouria Fatemi ⋅ Suvrit Sra
[ OpenReview] 
Poster
None
Reading Positional Coupling in Transformers with Diffusion Scores
Savik Kinger ⋅ Johannes Bertram ⋅ Luciano Dyballa ⋅ Andy Keller ⋅ Steven W Zucker
[ OpenReview] 
Poster
None
Optimizing Analytic Constants via AI-Guided Lean Proof Refinement
Rahul Saha ⋅ Alan Li ⋅ Anton Xue ⋅ Adam Klivans ⋅ Pravesh K Kothari ⋅ Raghu Meka ⋅ Swarat Chaudhuri
[ OpenReview] 
Poster
None
Cost-Aware Best-LLM Identification using Dueling Feedback
Sarvesh Gharat ⋅ Nikhil Karamchandani ⋅ Jayakrishnan Nair
[ OpenReview] 
Poster
None
Curvature Beyond Positivity: Greedy Guarantees for Arbitrary Submodular Functions
Yixin Chen ⋅ Alan Kuhnle
[ OpenReview] 
Poster
None
Unlocking LLM Creativity in Science through Analogical Reasoning
Andrew Shen ⋅ Shaul Druckmann ⋅ James Zou
[ OpenReview] 
Poster
None
Even Sharper Bounds for Transductive Learning and Its Applications
Yingzhen Yang
[ OpenReview] 
Poster
None
Layer Free-Riding in Forward-Forward Networks: Real, Repairable, but Not Accuracy-Dominant
Amirhossein Yousefiramandi
[ OpenReview] 
Poster
None
When to Adopt Model Updates
Aspen Hopkins ⋅ Isabella Struckman ⋅ Hedi Driss ⋅ Aleksander Madry
[ OpenReview] 
Poster
None
Matryoshka Transcoders and Hierarchy Misalignment: When SAE Absorption Protection Does Not Transfer
Quoc D Ngo ⋅ Hung Nguyen
[ OpenReview] 
Poster
None
Learning in Context, Guided by Choice: A Reward-Free Paradigm for Reinforcement Learning with Transformers
Juncheng Dong ⋅ Moyang Guo ⋅ Bowen He ⋅ Ethan Fang ⋅ Zhuoran Yang ⋅ Vahid Tarokh
[ OpenReview] 
Poster
None
SLDR: Defending Against Malicious Fine-tuning via Selective Layers Recovery and Dynamic Routing
Hui Zhang ⋅ Yachao Yuan ⋅ Jiayun Wang ⋅ Yuanzhuo Li ⋅ Hongtao Wang ⋅ Yali Yuan
[ OpenReview] 
Poster
None
Smoothed Score Queries and the Complexity of Sampling
Jingbo Liu
[ OpenReview] 
Poster
None
Why Copy Others? Insights into Social Learning from Multi-Agent Reinforcement Learning
Yancheng Liang ⋅ Shakti Senthil ⋅ Daphne Chen ⋅ Simon Du ⋅ Natasha Jaques
[ OpenReview] 
Poster
None
TILT: Target-induced loss tilting under covariate shift
Kakei Yamamoto ⋅ Martin Wainwright
[ OpenReview] 
Poster
None
Hybrid Neural World Models for Physical Dynamics
Pranav Lakshmanan ⋅ Paras Chopra
[ OpenReview] 
Poster
None
Local linear convergence of gradient methods for overparameterized Gaussian mixtures
Jingxing Wang ⋅ Vasileios Charisopoulos ⋅ Maryam Fazel
[ OpenReview] 
Poster
None
Train on the Sphere, Deploy on the Hill: Closed-Form-Anchored Surrogates for Real-Terrain Boundary-Integral Equations
Stephane Zsoldos ⋅ Therice Morris ⋅ Varundev Sukhil ⋅ Benjamin Wetherfield
[ OpenReview] 
Poster
None
IdealCache: Rethinking Cache Scheduling in Diffusion Transformers via Ideal Trajectories
shang xue ⋅ Li Zhu ⋅ Ping Chen
[ OpenReview] 
Poster
None
Learning to Solve Generative ODEs Beyond the Linear Span
Sihyeon Kim ⋅ Seunghun Lee ⋅ Vikas Singh ⋅ Hyunwoo J. Kim
[ OpenReview] 
Poster
None
Causal Effects with Unobserved Unit Types in Interacting Human–AI Systems
William Overman ⋅ Mohamad Sadegh Shirani Faradonbeh ⋅ Mohsen Bayati
[ OpenReview] 
Poster
None
HALO: Homotopy-Augmented Layer Optimization for Stable LLM Supervised Post-training
Mengxiang Zhang ⋅ Lingyuan Liu
[ OpenReview] 
Poster
None
Accelerating the Inference Era with AI-Driven, Globally Optimized HW/SW Co-Design
Miria Feng ⋅ Fangzhao Zhang ⋅ Adrian G Lafuente ⋅ Mert Pilanci ⋅ Azalia Mirhoseini
[ OpenReview] 
Poster
None
Richer or More Gates? Fan-In Trade-offs in Learnable Logic Circuits
Youngsung Kim
[ OpenReview] 
Poster
None
Observations Drift, Structures Remain: Structural Pretraining with Time Alignment for Electromagnetic Signals
Wenjin Gui ⋅ Junyu Shen ⋅ Haibo Xu ⋅ Yuchuang Sun ⋅ Luqing Luo ⋅ Wupeng Xie ⋅ Qian Huang ⋅ Fengxiang Wang ⋅ Yangang Sun ⋅ Maosong Sun
[ OpenReview] 
Poster
None
Incorporating Hierarchical Semantics in Sparse Autoencoder Architectures
Mark Muchane ⋅ Sean M Richardson ⋅ Kiho Park ⋅ Victor Veitch
[ OpenReview] 
Poster
None
Fast-WAM: Do World Action Models Need Test-time Future Imagination?
Tianyuan Yuan ⋅ Zibin Dong ⋅ Yicheng Liu ⋅ Hang Zhao
[ OpenReview] 
Poster
None
Mechanism-Level Chemical Reaction Simulation with Electron Bookkeeping Transformer
Sarah Cao ⋅ Shitong Luo ⋅ Connor Coley
[ OpenReview] 
Poster
None
Inferring learning rules in deep neural network architectures from animal learning data
Shaunak Bhandarkar ⋅ Jonathan Pillow
[ OpenReview] 
Poster
None
NTK Regression under dual power-law model: Deterministic Equivalents via SDE and PDE Methods
Collin Cranston ⋅ Zhichao Wang ⋅ Todd Kemp
[ OpenReview] 
Poster
None
Stop or Restart? Principled Inference Control for Large Reasoning Models via the Pandora's Box
Xiaosong Yuan ⋅ Xiaofeng Zhang ⋅ Yijia Zhang ⋅ Renchu Guan ⋅ Ying Wang
[ OpenReview] 
Poster
None
Retrieve What’s Missing: Coverage-Maximizing Retrieval for Consistent Long Video Generation
Minseok Joo ⋅ Dogyun Park ⋅ Taehoon Lee ⋅ Kyujin Lee ⋅ Hyunwoo J. Kim
[ OpenReview] 
Poster
None
A Refined Sample-Complexity Analysis of Robust Policy Optimization under Decaying Actor Stepsizes
Swetha Ganesh ⋅ Vaneet Aggarwal
[ OpenReview] 
Poster
None
From Weeks to Hours: Fast and Principled SFT Curation for LLM
Hongyi Henry Jin ⋅ Wenhan Yang ⋅ Meysam Ghaffari ⋅ Carlos Morato ⋅ Baharan Mirzasoleiman
[ OpenReview] 
Poster
None
CAST: Causal Anchored Simplex Transport for Distribution-Valued Time Series
Jiecheng Lu ⋅ Jieqi Di ⋅ Runhua Wu ⋅ Yuwei Zhou
[ OpenReview] 
Poster
None
Multi-Variable Conformal Prediction: Optimizing Prediction Sets without Data Splitting
Laura Lützow ⋅ Simone Garatti ⋅ Marco Campi ⋅ Lars Lindemann ⋅ Matthias Althoff
[ OpenReview] 
Poster
None
Epitope-Conditioned Nanobody CDR Design via Retrieval-Augmented Protein Language Models
Mohammad Amaan Sayeed ⋅ Boulbaba Ben Amor
[ OpenReview] 
Poster
None
A Unifying View of Anchoring via Operator-Side Tikhonov Regularization
Zihao Chen
[ OpenReview] 
Poster
None
Freshness-Gated Imagination: Step-Level Trust for Latent World Models
Chunqi Guo
[ OpenReview] 
Poster
None
Med-Agentic: Distilling Agentic Medical Reasoning with Internalized Meta-Capabilities
Yucheng Zhou ⋅ Junwei Sheng ⋅ Jianbing Shen
[ OpenReview] 
Poster
None
A unified pairwise distribution matching framework for graph domain adaptation under structure shift
Huiyun Noh ⋅ Wooseok Ha
[ OpenReview] 
Poster
None
Compressible Representations: Functional Spines in Deep Neural Networks
Niranjan Rajesh ⋅ Meenakshi Khosla
[ OpenReview] 
Poster
None
On the Relaxation of Conditional Independence Assumption for Image Segmentation
Zixun Wang ⋅ Ben Dai
[ OpenReview] 
Poster
None
Rethinking Parallel Multi-Agent Systems: A Cost-Aware Framework for Efficient Coordination
Yexiong Lin ⋅ Shanshan Ye ⋅ Yu Yao ⋅ Zhen Fang ⋅ Bo Han ⋅ Tongliang Liu
[ OpenReview] 
Poster
None
Learning From Failures: Efficient Reinforcement Learning Control with Episodic Memory
Chenyang Miao ⋅ Bingchen Zhou ⋅ Yu Jianliang ⋅ Zeyang Liu ⋅ Xingyu Chen ⋅ Qiongjie Cui ⋅ Xuguang Lan
[ OpenReview] 
Poster
None
Visual Instruction Tuning Aligns Modalities through Abstraction
Luis F Flores ⋅ Lorenzo Basile ⋅ Diego Doimo ⋅ Alberto Cazzaniga
[ OpenReview] 
Poster
None
Information-Theoretic Generalization Bounds for Sequential Decision Making
Futoshi Futami ⋅ Masahiro Fujisawa
[ OpenReview] 
Poster
None
Learning Domain Trajectories with Flow Matching for Gradual Domain Adaptation
Yubo Huang ⋅ Zixi Wang ⋅ Yushe Cao ⋅ Jingzehua Xu ⋅ Xin Lai ⋅ Xiongyu Hu ⋅ Shuai Zhang
[ OpenReview] 
Poster
None
The AI Observatory: A Public Measure of Real-World AI Use
Shayne Longpre ⋅ Anka Reuel-Lamparth ⋅ Dayeon Ki ⋅ Zhiping Zhang ⋅ Cathy Fang ⋅ Chuanyang Jin ⋅ Jennifer Mickel ⋅ Cedric Whitney ⋅ Niloofar Mireshghallah ⋅ Victor Ojewale ⋅ Megan Richards ⋅ Ariel N. Lee ⋅ Alex Pentland ⋅ Tianshi Li ⋅ Yuntian Deng ⋅ Sara Hooker ⋅ Mykel J Kochenderfer ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
None
Neural Dual Bounds: Valid-by-Construction JGLP Warm-Starts for MAP and Constrained MAP
Akshay Vyas ⋅ Shivvrat Arya ⋅ Brij Malhotra ⋅ Tahrima Rahman ⋅ Vibhav Gogate ⋅ Nicholas Ruozzi
[ OpenReview] 
Poster
None
Approximate Envy-Free Allocations up to any k Goods
Aris Filos-Ratsikas ⋅ Georgios Kalantzis ⋅ Fangxiao Wang
[ OpenReview] 
Poster
None
Dual-Contrastive Sparse Autoencoders Reveal Features of Musical Interpretation
Jan Chen ⋅ Manuel Cherep ⋅ Patricia Maes ⋅ Nikhil Singh
[ OpenReview] 
Poster
None
Information-Directed Offline-to-Online Reinforcement Learning
Keru Chen
[ OpenReview] 
Poster
None
TriSearch: Learning to Optimize Triangulations via Bistellar Flips
Yiran Wang ⋅ Guido Montufar
[ OpenReview] 
Poster
None
Identified-Set Geometry of Distributional Model Extraction under Top-K Censored API Access
Wenhua Nie ⋅ ZiCheng Zhu ⋅ Jianan Wu ⋅ Binhan Luo ⋅ Haoran Zheng ⋅ Jyh-Shing R Jang
[ OpenReview] 
Poster
None
Adaptive Entropy-Sparing for Efficient Reasoning
Cong Jiang ⋅ Xiaofeng Zhang ⋅ Tom Ko ⋅ Zheng Zhang
[ OpenReview] 
Poster
None
Optimal Hidden-Target Learning for Online Inventory Optimization on General Convex Sets
Anthony Pineci ⋅ Yunzong Xu
[ OpenReview] 
Poster
None
Post-Selection-Safe Pessimistic Utilities for Offline Multi-Objective Reinforcement Learning
Mingxi Hu ⋅ Meiling Yu
[ OpenReview] 
Poster
None
A Free Lunch in LLM Compression: Revisiting Retraining after Pruning
Moritz Wagner ⋅ Christophe Roux ⋅ Max Zimmer ⋅ Sebastian Pokutta
[ OpenReview] 
Poster
None
Attention Sinks as Spectral Spikes: A Mechanism Analysis of Gated Attention
Seojin Kim ⋅ Yehjin Shin ⋅ Noseong Park
[ OpenReview] 
Poster
None
Shaping Useful Noise: Energy Distributions Predict Visual Pretraining Quality
Ching Lam Choi ⋅ Antonio Torralba ⋅ Phillip Isola ⋅ Stefanie Jegelka
[ OpenReview] 
Poster
None
Flash-SD-KDE: Accelerating SD-KDE with Tensor Cores
Elliot Epstein ⋅ Rajat Vadiraj Dwaraknath ⋅ John Winnicki
[ OpenReview] 
Poster
None
Default Feature Representations of the Cognitive Map
Armin Bazarjani ⋅ Payam Piray
[ OpenReview] 
Poster
None
InfCLIP: Unified Data Valuation for CLIP Pretraining via Influence-Inspired Scoring
Nohyun Ki ⋅ Hye Won Chung
[ OpenReview] 
Poster
None
Geometrically Disentangling Concept Learning from the Language Modeling Loss
Yupei Wang ⋅ Neil R Mallinar ⋅ Misha Belkin ⋅ Alex Warstadt
[ OpenReview] 
Poster
None
DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning
Hengyu Fu ⋅ Tianyu Guo ⋅ Zixuan Wang ⋅ Hanlin Zhu ⋅ Jason Lee ⋅ Jiantao Jiao ⋅ Stuart J Russell ⋅ Song Mei
[ OpenReview] 
Poster
None
EventLens: Event-Structure Reinforcement Learning for Video Understanding
Guowen Zhang ⋅ Boshen Xu ⋅ Zihao Yue ⋅ Ziheng Wang ⋅ Xiaokun Liu ⋅ Xin Tao ⋅ Wenyu Qin ⋅ Pengfei Wan ⋅ Qin Jin
[ OpenReview] 
Poster
None
Gumbo: Gumbel Optimized High-Temperature Speculative Sampling
Jonah Yi ⋅ Dan Fu ⋅ Yu-Xiang Wang
[ OpenReview] 
Poster
None
SelfCritic-VLA: Language as Intrinsic Critic for Vision Language Action Models in Autonomous Driving
Fang Li ⋅ Shaoqing Xu ⋅ Yuechen Luo ⋅ Hanbing Li ⋅ Zhi-Xin Yang
[ OpenReview] 
Poster
None
Effect-Driven Skill Abstractions for Offline Reinforcement Learning
Burcu Kılıç ⋅ David Drexel ⋅ Emre Ugur ⋅ Justus Piater
[ OpenReview] 
Poster
None
Adaptive Feature Propagation for Attribute-Missing Graph Clustering
Xiang Long ⋅ QIANQIAN WANG
[ OpenReview] 
Poster
None
Beyond MSE: Differentiable Complexity Priors for Structure-Preserving Neural Denoising
Xiangyu Jiang ⋅ Jie Huang
[ OpenReview] 
Poster
None
Cost Efficient Fairness Audit Under Partial Feedback
Nirjhar Das ⋅ mohit sharma ⋅ Praharsh Nanavati ⋅ Kirankumar Shiragur ⋅ Amit Jayant Deshpande
[ OpenReview] 
Poster
None
OneCanvas: 3D Scene Understanding via Panoramic Reprojection
Bartłomiej Baranowski ⋅ Dave Chen ⋅ Matthias Niessner
[ OpenReview] 
Poster
None
MulCLIP: A Multi-level Alignment Framework for Enhancing Fine-grained Long-context CLIP
Chau T Hoang ⋅ Hieu Ta ⋅ Zhenzhen Liu ⋅ Dung Le
[ OpenReview] 
Poster
None
Amortized Vine Copulas for High-Dimensional Density and Information Estimation
Houman Safaai
[ OpenReview] 
Poster
None
On-Policy Counterfactual Influence
Rhys Gould ⋅ Yaowen Ye ⋅ Stuart J Russell ⋅ Jacob Steinhardt
[ OpenReview] 
Poster
None
Natural Language Actor-Critic: Scalable Off-Policy Learning in Language Space
Joey Hong ⋅ Kang Liu ⋅ Zhan Ling ⋅ Jiecao Chen ⋅ Sergey Levine
[ OpenReview] 
Poster
None
Move on Muon : A Hamiltonian probability gradient flow perspective of Muon optimizer
Aratrika Mustafi ⋅ Soumya Mukherjee ⋅ Bharath Sriperumbudur
[ OpenReview] 
Poster
None
How I learned to stop worrying and love StopGrads: Stationarity, Convergence, and a case study on Flow Map Learning
Mark Goldstein ⋅ Max Shen ⋅ Zichu Wang ⋅ Aahlad Manas Puli ⋅ Rajesh Ranganath
[ OpenReview] 
Poster
None
Training-Free Dynamic Upcycling of Expert Language Models
Eros Fanì ⋅ Oguzhan Ersoy
[ OpenReview] 
Poster
None
Model Collapse is a Singular Complexity Trajectory
Sarwesh Rauniyar
[ OpenReview] 
Poster
None
GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
Sixiang Chen ⋅ Zhaohu Xing ⋅ Tian Ye ⋅ Xinyu Geng ⋅ Yunlong Lin ⋅ Jianyu Lai ⋅ Xuanhua He ⋅ Fuxiang Zhai ⋅ Jialin Gao ⋅ Lei Zhu
[ OpenReview] 
Poster
None
Best Arm Identification for Bandits with Shifting Means
Lukas Zierahn ⋅ Wouter Koolen ⋅ Shubhada Agrawal ⋅ Christina Katsimerou ⋅ Dirk van der Hoeven
[ OpenReview] 
Poster
None
TrunkFish: Making Model Width Incrementally Refinable
Owen M Dugan ⋅ Liam Dugan ⋅ Aaryan Singhal ⋅ Christopher De Sa ⋅ Christopher Ré
[ OpenReview] 
Poster
None
Agnostic Language Identification and Generation
Mikael Møller Høgsgaard ⋅ Chirag Pabbaraju
[ OpenReview] 
Poster
None
When Prompts Override Vision: Instruction-Induced Hallucinations in LVLMs
Pegah KHAYATAN ⋅ Jayneel Parekh ⋅ Arnaud Dapogny ⋅ Mustafa Shukor ⋅ Alasdair Newson ⋅ Matthieu Cord
[ OpenReview] 
Poster
None
Structured Sparse Memory for Recurrent Reasoning
Zixuan Zhao ⋅ Sam Wheeler ⋅ Neil Getty ⋅ Xiaotian Duan ⋅ Rick Stevens ⋅ Fangfang Xia
[ OpenReview] 
Poster
None
SamaDICE: Safe Multi-Agent Reinforcement Learning with Stationary Distribution Correction Estimation
The Viet Bui ⋅ Tien Mai ⋅ Thanh Nguyen
[ OpenReview] 
Poster
None
Closing the Reflection Gap: A Free Calibration Bonus for Agentic RL
Yinglun Zhu
[ OpenReview] 
Poster
None
The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation
Shuaizhi Cheng ⋅ Xiang Shi ⋅ Zhiwei Zhang ⋅ Mingwei Li
[ OpenReview] 
Poster
None
Systematic Hazard Sampling: Minimal-Variance Inference for Discrete Diffusion and Flow Models
Seunghwan Jang ⋅ Wonje Jeung ⋅ SooJean Han
[ OpenReview] 
Poster
None
Improved Regret Analysis For Parallel Gaussian Process Bandit Optimization
Shion Takeno ⋅ Shogo Iwazaki
[ OpenReview] 
Poster
None
FalconPerception-HD: High Density Perception via Reinforcement Learning
Sofian Chaybouti ⋅ YASSER ABDELAZIZ DAHOU DJILALI ⋅ Ngoc D Huynh ⋅ REDA ALAMI ⋅ Hilde Kuehne
[ OpenReview] 
Poster
None
SPACE: Unifying Symmetric and Asymmetric Routing Problems for Generalist Neural Solver
Rongsheng Chen ⋅ Changliang Zhou ⋅ Canhong Yu ⋅ Yuanyao Chen ⋅ Yu Zhou ⋅ Zhuo Chen ⋅ Zhenkun Wang
[ OpenReview] 
Poster
None
Opt-Arena: Evaluating, Selecting, and Generating Optimization Modeling Data via Tripartite Graphs
Yian Xu ⋅ Xiongwei Han ⋅ Jie Wang ⋅ Haoyang Liu ⋅ Yuyang Cai ⋅ Boxuan Niu ⋅ Mingxuan Yuan
[ OpenReview] 
Poster
None
Post-Processing Guarantees for Classification under Linear-Fractional Performance Metrics
Andrea Della Vecchia
[ OpenReview] 
Poster
None
Pretraining Data Statistics Shape the Phases of Learning Entity Comparison in Language Models
Yik S Chan ⋅ Jing Huang ⋅ Yanai Elazar ⋅ Atticus Geiger
[ OpenReview] 
Poster
None
Negative-Only Policy Optimization for One-Sided Verifiable Rewards
Jiacheng Xu ⋅ Shuo He ⋅ Fuxiang Zhang ⋅ Chaojie Wang ⋅ Bo An
[ OpenReview] 
Poster
None
Selected-Tail Reliability in Verifier-Guided Best-of-$N$ Inference
Teresa Zhang
[ OpenReview] 
Poster
None
Segment and Select: Vision-Language Segmentation in 3D Scenarios
Yulin Chen ⋅ Zhihang Zhong ⋅ Yuenan Hou
[ OpenReview] 
Poster
None
Correct, Route, Calibrate: Efficient Preference Optimization from Noisy, Heterogeneous Human Feedback
Zhongming Xie ⋅ Xinwei Ma ⋅ Jingshen Wang
[ OpenReview] 
Poster
None
Sinkhorn Based Associative Memory Retrieval Using Spherical Hellinger Kantorovich Dynamics
Aratrika Mustafi ⋅ Soumya Mukherjee
[ OpenReview] 
Poster
None
Diffusion fine-tuning with Rewarded Moment Matching Distillation
Alexis Jacq ⋅ Guillaume Couairon ⋅ Quentin Berthet ⋅ Valentin De Bortoli ⋅ Arnaud Doucet ⋅ Romuald Elie
[ OpenReview] 
Poster
None
Learning Actionable Information Landscapes for Multimodal Active Sensing in Hawkmoths
Abdelrahman Sharafeldin ⋅ Yaqing Wang ⋅ Simon Sponberg ⋅ Hannah Choi
[ OpenReview] 
Poster
None
Bounds on Extrapolation across Phase Transitions with Generalized Regression
Jeffrey Wei ⋅ Manolis Zampetakis ⋅ John Sous
[ OpenReview] 
Poster
None
TRACE: Structure-Aware Character Encoding for Robust and Generalizable Document Watermarking
Jiale Meng ⋅ Jie Zhang ⋅ Runyi Hu ⋅ Zhe-Ming Lu ⋅ Tianwei Zhang ⋅ Yiming Li
[ OpenReview] 
Poster
None
The Block Catastrophe of Marginal Calibration in Certified Requirements Traceability
Jikun Wu ⋅ Dongxin Guo ⋅ Siu Ming Yiu
[ OpenReview] 
Poster
None
EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation
Sunung Mun ⋅ Sunghyun Cho ⋅ Jungseul Ok
[ OpenReview] 
Poster
None
Transcoder Adapters for Reasoning-Model Diffing
Nathan Hu ⋅ Jake Ward ⋅ Thomas Icard ⋅ Chris Potts
[ OpenReview] 
Poster
None
DUET: Unified Dual-Space Emotion Control for Diffusion and Flow-Matching Driven Text-to-Speech
Xu Zhang ⋅ Longbing Cao ⋅ zhangkai wu
[ OpenReview] 
Poster
None
Information-Theoretic Generalization for Set-Input Optimization-Valued Objectives
Futoshi Futami ⋅ Masahiro Fujisawa
[ OpenReview] 
Poster
None
Gluing Local Contexts into Global Meaning: A Sheaf-Theoretic Decomposition of Transformer Representations
Bryce Grant ⋅ Peng Wang
[ OpenReview] 
Poster
None
From Non-Convex to Strongly Convex: Curvature-Adaptive FTPL for Online Optimization
Moses Charikar ⋅ Chirag Pabbaraju ⋅ Ambuj Tewari
[ OpenReview] 
Poster
None
The Rate-Distortion-Polysemanticity Tradeoff in SAEs
Tommaso Mencattini ⋅ Francesco Montagna ⋅ Francesco Locatello
[ OpenReview] 
Poster
None
Basis-Mediated Bilinear Attention: A New Method for Greatly Reducing Query--Key Pathway Parameters
Wei Chen ⋅ Wenhao Jiang ⋅ Yiying Yang
[ OpenReview] 
Poster
None
NRF-GS: Neural Residual Fields for Expressive and Compact Gaussian Splatting
Pratik S. Bisht ⋅ Andreas Kolb
[ OpenReview] 
Poster
None
Mask-Conditioned Gradient Masking for Fine-Tuning Mixture-of-Experts Diffusion Language Models
Yiru Tang ⋅ Kun Zhou ⋅ Xin Zhao ⋅ Jing Sha ⋅ Zhichao Sheng ⋅ Shijin Wang
[ OpenReview] 
Poster
None
Distilling What Matters: Confidence-Aware Selective Distillation for Large Language Models
Ayan Sengupta ⋅ Vaibhav Seth ⋅ Tanmoy Chakraborty
[ OpenReview] 
Poster
None
Delay-Embedded Representations for Robust Saccade Classification in Noisy Oculographic Signals
Vladimir Antipov ⋅ Artem Badarin ⋅ Alexander Hramov
[ OpenReview] 
Poster
None
Emotion-Trained Vision Models Do Not Necessarily Learn EEG-Aligned Facial Dynamics
Maryem Benslimane ⋅ Hamza Abdelhedi ⋅ Vanessa Hadid ⋅ Karim Jerbi
[ OpenReview] 
Poster
None
VoluCore: Spanning Teacher Representations with Volumetric Coresets for Data-Efficient LLM Distillation
Wang Xi ⋅ Yue Wang
[ OpenReview] 
Poster
None
Elicited Adaptation: Auditable Localized Fairness via Pairwise Queries
Shrey Shah
[ OpenReview] 
Poster
None
Gradient Routing Localizes and Removes Unintended Behaviors in RL
Jake Ward ⋅ Shawn Hu ⋅ Aria Wong ⋅ Nathan Hu ⋅ Bryce Woodworth ⋅ Alexander Turner ⋅ Alex Cloud
[ OpenReview] 
Poster
None
K-PWM: Control-Oriented Structured World Models under Partial Observation
Santosh M Rajkumar ⋅ Sriram Narayanan ⋅ Samuel E Otto ⋅ Debdipta Goswami
[ OpenReview] 
Poster
None
Model Incrimination: Investigating Whether Concerning Behavior Reflects Misalignment
Gerson Kroiz ⋅ Aditya Singh ⋅ Senthooran Rajamanoharan ⋅ Neel Nanda
[ OpenReview] 
Poster
None
Scalable Fair Learning via Cramér-von Mises Regularization
Albert Gimó Contreras ⋅ Mariia Vladimirova ⋅ Olga Petrova ⋅ Reda CHHAIBI ⋅ Patrick Loiseau
[ OpenReview] 
Poster
None
Learning Where to Simulate: Generative Active Sampling for Online PDE Surrogate Training
Pierre Cesar ⋅ Sofya Dymchenko ⋅ Abhishek Purandare ⋅ Bruno Raffin
[ OpenReview] 
Poster
None
The Shape of a Program: Path Signatures for Trace-to-Program Induction
Mohamed Ghanem ⋅ Bernd Finkbeiner
[ OpenReview] 
Poster
None
How Much Information is Needed for Accurate Kalman Filtering?
Wenhan Cao ⋅ Xuyang Chen ⋅ Shuyuan Wang ⋅ Lin Zhao
[ OpenReview] 
Poster
None
Measuring Robustness and Efficiency in a Connectome-Constrained Fly Visual System Model on a Collision-Detection Task
Alexandre Garcia-Duran ⋅ Alejandro Rodriguez-Garcia ⋅ Manuel Molano-Mazon ⋅ Alexandre HYAFIL ⋅ Srikanth Ramaswamy ⋅ Janne Lappalainen
[ OpenReview] 
Poster
None
Memoir: Let the Model Direct Its Own Story for Robust Cross-Domain Knowledge Editing
Jea Kwon ⋅ Jiwon Kim ⋅ Dong Kyum Kim ⋅ Meeyoung Cha
[ OpenReview] 
Poster
None
Asymptotically Optimal Best Arm Identification with Fixed-Budget under Differential Privacy
Keqin Chen ⋅ Jie Bian ⋅ Yulian Wu ⋅ Vincent Tan
[ OpenReview] 
Poster
None
Knocking-Heads Attention: Drop-in Shared Projections for Cross-Head Coordination
Zhanchao Zhou ⋅ Xiaodong Chen ⋅ Haoxing Chen ⋅ Zhenzhong Lan ⋅ Jianguo Li
[ OpenReview] 
Poster
None
Base Items Overfit, New Items Underfit: Hidden Cost of Joint Training in Incremental Adaptation
Rishabh Agrawal
[ OpenReview] 
Poster
None
Measuring Safety Alignment Effects in Autonomous Security Agents
Isaac David ⋅ Arthur Gervais
[ OpenReview] 
Poster
None
Take It or Leave It: Intent-Controlled Partial Optimal Transport
Salil Parth TRIPATHI ⋅ bertrand chapron ⋅ Fabrice collard ⋅ Nicolas Courty ⋅ ronan fablet
[ OpenReview] 
Poster
None
Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations
Nicola Debole ⋅ Stefano Teso ⋅ Andrea Passerini ⋅ Andrea Pugnana ⋅ Emanuele Marconato
[ OpenReview] 
Poster
None
Probing Persona-Dependent Preferences in Language Models
Oscar Gilg ⋅ Pierre Beckmann ⋅ Daniel Paleka ⋅ Patrick Butlin
[ OpenReview] 
Poster
None
Tail Wags the Model: Generalization and Membership Privacy Trade-offs of Sharpness-Aware Minimization
Young In Kim ⋅ Rajiv Khanna
[ OpenReview] 
Poster
None
FogGS: Physics-Grounded 3D Foggy Effects
Jiaxin LI ⋅ Tailin Wu ⋅ Jiankang Deng ⋅ Li Zhang ⋅ Xiatian Zhu
[ OpenReview] 
Poster
None
Mirror Descent Beyond Euclidean Stability: An Exponential Separation in Initialization Sensitivity
Shira Vansover-Hager ⋅ Matan Schliserman ⋅ Ofir Schlisselberg ⋅ Tomer Koren
[ OpenReview] 
Poster
None
Decomposing Effects in Neural Causal Models
Matej Zečević ⋅ Devendra Singh Dhami ⋅ Kristian Kersting
[ OpenReview] 
Poster
None
Handwritten Text Recognition Lives in the High-Pixel Variance Subspace
Carlos Garrido ⋅ Jorge Calvo-Zaragoza
[ OpenReview] 
Poster
None
Echo learning enables biologically plausible temporal credit assignment
Alice S. Dauphin ⋅ Guillaume Pourcel
[ OpenReview] 
Poster
None
Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models
Liran Ringel ⋅ Ameen A Ali ⋅ Yaniv Romano
[ OpenReview] 
Poster
None
InfiniteVL: A Systematic Approach to Highly-Efficient, Ultra-Long Multimodal Understanding
Hongyuan Tao ⋅ Bencheng Liao ⋅ Shaoyu Chen ⋅ haoran yin ⋅ Qian Zhang ⋅ Wenyu Liu ⋅ Xinggang Wang
[ OpenReview] 
Poster
None
Boosting Brain-to-Image Decoding with TRIBE v2 Data Augmentation
Yohann Benchetrit ⋅ Marlene Careil ⋅ Simon Dahan ⋅ Hubert Banville ⋅ Stéphane d'Ascoli ⋅ Jean-Remi King
[ OpenReview] 
Poster
None
Linear Contextual Bandits with Quasi-Optimism
Min-hwan Oh ⋅ Harin Lee
[ OpenReview] 
Poster
None
Constrained Bombieri Point Processes
Cornelius Brand
[ OpenReview] 
Poster
None
GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction
Francesco Ferrini ⋅ Veronica Lachi ⋅ Antonio Longa ⋅ Bruno Lepri ⋅ Andrea Passerini
[ OpenReview] 
Poster
None
Reliable Clustering and Quantization via Distortion-Constrained Optimal Transport
Tianhao Wu ⋅ Wei Zhang ⋅ Haoran Pang ⋅ Haoran YANG ⋅ Hao Shi
[ OpenReview] 
Poster
None
DASM: Dynamic Autoregressive Subgraph Mining via Two-Stage Policy Alignment
Yuming Huang ⋅ Haoran Yin ⋅ Wu
[ OpenReview] 
Poster
None
Scalable Supervised Optimal Transport of Gaussian Mixture Models
Damin Kühn ⋅ Michael T Schaub
[ OpenReview] 
Poster
None
Follow the Mean: Reference-Guided Flow Matching
Pedro Curvo ⋅ Maksim Zhdanov ⋅ Floor Eijkelboom ⋅ Jan-Willem van de Meent
[ OpenReview] 
Poster
None
MIRAGE: Adaptive Multimodal Gating for Whole-Brain fMRI Encoding
Abdulkadir Gokce ⋅ Badr AlKhamissi ⋅ Martin Schrimpf
[ OpenReview] 
Poster
None
Information-Geometric Forward Policy Training in GFlowNets
Yordan Raykov ⋅ Rodrigo Veiga
[ OpenReview] 
Poster
None
Curvature-Dependent Lower Bounds for Frank-Wolfe
Jannis Halbey ⋅ Christophe Roux ⋅ Sebastian Pokutta
[ OpenReview] 
Poster
None
MaRK: Markov-adapted Recurrent Kernels for Dynamic Operator Conditioning in State Space Models
Ibrahim Omer Syed ⋅ Ginny Wong ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
None
AEGIS: Almost Surely Safe Offline Reinforcement Learning
Junseo Lee ⋅ Hyeokjin Kwon ⋅ Songhwai Oh
[ OpenReview] 
Poster
None
Consistency Regularised Gradient Flows for Inverse Problems
Alessio Spagnoletti ⋅ Tim Wang ⋅ O. Deniz Akyildiz ⋅ Marcelo Pereyra
[ OpenReview] 
Poster
None
Enhancing Agentic Code Localization with Traceability Recovered from Repository Evolution
Yiming Liu ⋅ Binhang Qi ⋅ Weiyu Kong ⋅ Jiawei Liu ⋅ Xinxin Shan ⋅ Saijun Gao ⋅ Yun Lin
[ OpenReview] 
Poster
None
Keep or Preempt? Termination-Aware Scheduling for LLM Serving with Speculative Decoding
Ziyu Cheng ⋅ Songtao Guo ⋅ Mingyan Li ⋅ Chang Han ⋅ Hongyu Xu ⋅ Xu Luo
[ OpenReview] 
Poster
None
Last-Iterate Convergence of Single-Loop Stochastic Methods for Constrained Convex-Concave Minimax Problems
Taoli Zheng ⋅ Jiajin Li ⋅ Anthony Man-Cho So
[ OpenReview] 
Poster
None
Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
Rafael Silva ⋅ Maxime Sermesant
[ OpenReview] 
Poster
None
Urgency-Aware Autoregressive VLMs for Unanticipated Healthcare Occurrences
Qian Wu ⋅ Kai Chen ⋅ Zelong Tan ⋅ Simin Li ⋅ DOU QI
[ OpenReview] 
Poster
None
Neuromodulated Constrained Autoencoders for Context-Dependent Manifold Learning
Jérôme Adriaens ⋅ Gustave Bainier ⋅ Guillaume Drion ⋅ Pierre Sacré
[ OpenReview] 
Poster
None
Learning Augmented Exact Exponential Algorithms
Tatiana Belova ⋅ Yuriy Dementiev ⋅ Danil Sagunov
[ OpenReview] 
Poster
None
A Topological Sorting Criterion for Random Causal Directed Acyclic Graphs
Alexander Reisach ⋅ Antoine Chambaz ⋅ Gilles Blanchard ⋅ Sebastian Weichwald
[ OpenReview] 
Poster
None
NesyProAct: Proactive Neural-Symbolic Control for Web Agents
Tianyi Tang ⋅ Keyi Xiang ⋅ Jie-Jing Shao ⋅ Yueming LYU ⋅ Ivor Tsang ⋅ Yew Soon Ong ⋅ Haiyan Yin
[ OpenReview] 
Poster
None
Why Muon Outperforms Adam: A Curvature Perspective
Shuche Wang ⋅ Fengzhuo Zhang ⋅ Jiaxiang Li ⋅ Dirk Bergemann ⋅ Zhuoran Yang
[ OpenReview] 
Poster
None
Settling Pure Differentially Private Covariance Estimation
Tommaso d’Orsi ⋅ Gleb Novikov ⋅ Walter McKelvie
[ OpenReview] 
Poster
None
Rubric-Align: Safety Alignment through Dynamically Co-Evolving Rubrics
Ruipeng Wang ⋅ Junfeng Fang ⋅ Houcheng Jiang ⋅ Kai Tang ⋅ Pengyu Cheng ⋅ xiaoxi jiang ⋅ Guanjun Jiang ⋅ Xiang Wang
[ OpenReview] 
Poster
None
LAMP: Language-Modulated Geometric Preservation for Multi-Modal Object Re-Identification
Shuying Li ⋅ Chao Su ⋅ Yongxiang Li ⋅ Peng Hu ⋅ Dezhong Peng ⋅ Yuan Sun
[ OpenReview] 
Poster
None
Nearly Optimal Robust Covariance and Scatter Matrix Estimation Beyond Gaussians
Gleb Novikov
[ OpenReview] 
Poster
None
Linear-time rule mining under formal guarantees
Jonathan Feldstein ⋅ Dominic Phillips ⋅ Efthymia Tsamoura
[ OpenReview] 
Poster
None
Finding Simple Proofs for First-Order Optimization
Daniel Berg Thomsen ⋅ Manu Upadhyaya ⋅ Baptiste Goujaud ⋅ Aymeric Dieuleveut ⋅ Adrien Taylor
[ OpenReview] 
Poster
None
Learning Motion-Appearance Coupling Priors for Solving Video Inverse Problems
Anselm Krainovic ⋅ Reinhard Heckel
[ OpenReview] 
Poster
None
Understanding Goal Generalisation in Sequential Reinforcement Learning
Jason Brown ⋅ Edward Young
[ OpenReview] 
Poster
None
Dual-Space Preconditioning for Variational Inequalities and Root-Finding Problems
Jan Quan ⋅ Konstantinos Oikonomidis ⋅ Alexander Bodard ⋅ Panagiotis Patrinos
[ OpenReview] 
Poster
None
PACE: Phase-Aware Chunk Execution for Robot Policies with Action Chunking
Junnan Nie ⋅ Jiayi Li ⋅ Jiachen Zhang ⋅ Junyi Lao ⋅ Chenghao Liu ⋅ Tianle Zhang ⋅ Songfang Huang
[ OpenReview] 
Poster
None
On the Instability and Stabilization of Blockwise Muon
Yuanshi Liu ⋅ Weicheng Lin ⋅ Boyuan Jiang ⋅ Xin Tao ⋅ Pengfei Wan ⋅ Cong Fang
[ OpenReview] 
Poster
None
OpenSearcher: Democratizing Deep Search through a Fully Offline Pipeline with Programmatic Verification
Zheng Chu ⋅ Xiao Wang ⋅ HuiMing Fan ⋅ Qianyu Wang ⋅ Zhuoyao Wang ⋅ Xiang Cheng ⋅ Ming Liu ⋅ Bing Qin ⋅ XingYu Li
[ OpenReview] 
Poster
None
Decomposing Earth Embeddings with Sparse Autoencoders
Vitus Benson ⋅ Fanny Yang ⋅ Markus Reichstein
[ OpenReview] 
Poster
None
Learning Gaussian Conditional Distributions using Neural Ratio Estimation is Hard
Pierre Glaser ⋅ Arthur Gretton
[ OpenReview] 
Poster
None
A Mechanistic Interpretability Study of an Astronomical Foundation Model
Rachel Zhang ⋅ Alberto Bietti ⋅ Wes Gurnee ⋅ Alessandro Favero ⋅ Miles Cranmer
[ OpenReview] 
Poster
None
Follow the Regularized Leader Does Not Converge in Constrained Optimization
Ioannis Anagnostides ⋅ Ioannis Panageas ⋅ Nikolas Patris ⋅ Tuomas Sandholm
[ OpenReview] 
Poster
None
Token-Conditional Expert Dropout: Implicit Regularization for Stable MoE Pretraining
Haili Wang
[ OpenReview] 
Poster
None
Certification-Enhanced Generalization Bounds
Leo Elmecker-Plakolm ⋅ Matthew R Wicker
[ OpenReview] 
Poster
None
RB-LDC: Redundancy-Balanced Latent Coding for Robust Diffusion
Hyunseok Jeong ⋅ Jaeho Jeon ⋅ Young-Sik Kim
[ OpenReview] 
Poster
None
Alloy Agents Can Be More Dangerous Than Either Model Alone
Diogo Cruz
[ OpenReview] 
Poster
None
Rethinking Neural Nonlinearity as Gating
MUHAMMAD SABIH ⋅ Frank Hannig ⋅ Jürgen Teich
[ OpenReview] 
Poster
None
Continuous p-adic Optimization
Julian Salazar ⋅ Dimitri Kanevsky ⋅ Matt Harvey ⋅ Pascal Getreuer ⋅ Lucas Dixon
[ OpenReview] 
Poster
None
Scalable Multi-Agent Contrastive Reinforcement Learning
Victor Augusto Kich ⋅ Satoshi Yamamori ⋅ Jun Morimoto
[ OpenReview] 
Poster
None
Reward-free Pretraining for Reinforcement Learning via Occupancy Coverage Maximization
Marco Pratticò ⋅ Pietro Novelli ⋅ Massimiliano Pontil ⋅ Carlo Ciliberto
[ OpenReview] 
Poster
None
COMET: Codebook-based Online-adaptive Multi-scale Embedding for Time-series Anomaly Detection
JINWOO PARK ⋅ Hyeongwon Kang ⋅ Seung H Han ⋅ Pilsung Kang
[ OpenReview] 
Poster
None
Fast and slow gradient descent dynamics of logistic regression through weak alignment
Han Bao
[ OpenReview] 
Poster
None
Automatic Textbook Formalization
Fabian Gloeckle ⋅ Ahmad Rammal ⋅ Charles Arnal ⋅ Remi Munos ⋅ Vivien Cabannes ⋅ Gabriel Synnaeve ⋅ Amaury Hayat
[ OpenReview] 
Poster
None
Specificity-Aware Diffusion Steering via Variance-Reduced Sequential Monte Carlo
Luran Wang ⋅ Linrui Ma ⋅ Hannes Stark ⋅ Regina Barzilay
[ OpenReview] 
Poster
None
Belief Engine: Configurable Stance Dynamics for Multi-Agent LLM Deliberation
Joshua C Yang ⋅ Maurice Flechtner ⋅ Damian Dailisan ⋅ Michiel Bakker
[ OpenReview] 
Poster
None
Lost in the Slots: Revisiting Object-Centric Representations in the era of Foundation Models
Priyam Dey ⋅ Aditya Sahdev ⋅ Omkar M Kashyap ⋅ Venkatesh Babu Radhakrishnan
[ OpenReview] 
Poster
None
Does 1/2-Tsallis-INF Also Work Well for Best-Arm Identification?
Jingxin Zhan ⋅ Yuze Han ⋅ Zhihua Zhang
[ OpenReview] 
Poster
None
LINC: Decoupling Local Consequence Scoring from Hidden Matching in Constructive Neural Routing
ShaoFeng Qin ⋅ Li Wang
[ OpenReview] 
Poster
None
MIRA: Reinforcing Multimodal Reasoning via Deceptive Contextual Augmentation
Zhihan Yin ⋅ Jianxin Liang ⋅ Yifeng Yao ⋅ Nonghai Zhang ⋅ Bingyue Peng ⋅ Chunguang Qie ⋅ Huishuai Zhang ⋅ Dongyan Zhao
[ OpenReview] 
Poster
None
PPO in the Fisher-Rao geometry
Razvan-Andrei Lascu ⋅ David Siska ⋅ Lukasz Szpruch
[ OpenReview] 
Poster
None
Flow-Transformed Implicit Processes for Function-Space Variational Inference
Luis Antonio Ortega Andrés ⋅ Andres Masegosa ⋅ Thomas Nielsen
[ OpenReview] 
Poster
None
Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback
Mengkang Hu ⋅ Bowei Xia ⋅ Yuran Wu ⋅ Ailing Yu ⋅ Yude Zou ⋅ Qiguang Chen ⋅ Shijian Wang ⋅ Jiarui Jin ⋅ Kexin Li ⋅ Wenxiang Jiao ⋅ Yuan Lu ⋅ Ping Luo
[ OpenReview] 
Poster
None
Conclusions from Circuit Extraction Depend on the Level of Description: A Controlled Comparison
yang sheng ⋅ Jie Fu
[ OpenReview] 
Poster
None
Temporal Behavior Trees for Reinforcement Learning: Specifications as Rewards, Curricula, and Diagnostics
Vladimir Krsmanovic ⋅ Bernd Finkbeiner
[ OpenReview] 
Poster
None
Social Interaction Breaks Replicate Independence in Controlled-Clone LLM Agents
Yandan Zheng ⋅ Haoran Luo ⋅ Anh Tuan Luu
[ OpenReview] 
Poster
None
Geometric Latent Reasoning Induces Shorter Generations in LLMs
Shashi Kumar ⋅ Yacouba Kaloga ⋅ Petr Motlicek ⋅ Ina Kodrasi ⋅ Andrea Cavallaro
[ OpenReview] 
Poster
None
Mesh Invaiant Infinite Dimensional Adaptive MCMC for Latent Gaussian Processes
Jonas Wallin ⋅ Sreekar Vadlamani
[ OpenReview] 
Poster
None
Efficient Neural Field Learning via Adaptive Coverage and Focused Sampling
Guang Zhao ⋅ Xihaier Luo ⋅ Huan-Hsin Tseng ⋅ Seungjun Lee ⋅ Shinjae Yoo ⋅ Yihui Ren ⋅ Wei Xu
[ OpenReview] 
Poster
None
Causal Edit Serialization
Louis Robinson
[ OpenReview] 
Poster
None
A Retained-Signal Interface for LLM Watermark Robustness under Paraphrase
Chen Wang ⋅ Yinxuan Huang ⋅ Yexin Cui cui ⋅ Maoqing Zhong ⋅ LaiLong Luo
[ OpenReview] 
Poster
None
From Representation to Intervention: Using Emotion Vectors to Monitor and Guide Language Models
Georgia Dimaki ⋅ Martin Villanueva Dimakis
[ OpenReview] 
Poster
None
PROBE: Learning to Audit Policy Compliance in Tool-Using LLM Agents
Kshitij Mishra ⋅ Abhijith Sharma ⋅ Nils Lukas ⋅ Salem Lahlou
[ OpenReview] 
Poster
None
When Must AI Training Stage Checkpoints? A Distributional Model of Durability Boundaries at Scale
Farid Talibli ⋅ Awais Khan ⋅ Christopher Zimmer ⋅ Sungyong Park ⋅ Jihoon Yang ⋅ Youngjae Kim
[ OpenReview] 
Poster
None
Self-Supervised Reconstruction Knockoffs for Calibrated Unsupervised Feature Selection
HaiHui Huang ⋅ Dingkui Kang ⋅ Yanan Zhou ⋅ Yong Liang
[ OpenReview] 
Poster
None
Complexity Aware Continuous Level of Details for Gaussian Splatting
Radu Beche ⋅ Raoul de Charette
[ OpenReview] 
Poster
None
Physics-Constrained Generative World Model for Off-Road Terrain via Post-hoc Projection
Yuan Zhou ⋅ Hao Yu ⋅ Ruiran Cao ⋅ Haoran Yang ⋅ Xuanyu Zhu ⋅ Yusong Yan ⋅ Cong Wang ⋅ Minne Li
[ OpenReview] 
Poster
None
Optimizing Agent Tool-Use via Trajectory-based Insight Evolution
Hanchen Qiu ⋅ Haojia Zhu ⋅ Yifan Meng ⋅ Jiahui Jin
[ OpenReview] 
Poster
None
Fisher information and the geometry of memorization in neural networks
Daniel T Bernstein ⋅ Chase Goddard ⋅ Luca Di Carlo ⋅ Vudtiwat Ngampruetikorn ⋅ David Schwab
[ OpenReview] 
Poster
None
In-Expectation Convergence of Stochastic Gradient Methods under Heavy-Tailed Noise
Zijian Liu
[ OpenReview] 
Poster
None
Loop alignment: Self-organized Weight Transpose in Predictive Coding through Independent Hebbian Plasticity.
Kojiro Hirokane ⋅ Ryohei Ueno ⋅ Takashi Kitsukawa
[ OpenReview] 
Poster
None
Saddle-to-Saddle Dynamics in Self-Supervised Shortcut Learning
Juhwan Kim ⋅ yoonsoo nam ⋅ Sungyoon Lee
[ OpenReview] 
Poster
None
Cluster with Auctions for Vector Search
Swann Bessa ⋅ Pierre Fernandez ⋅ Gergely Szilvasy ⋅ Matthijs Douze ⋅ Herve Jegou
[ OpenReview] 
Poster
None
Understanding Schedule-Free Methods in Nonconvex Optimization: Rate Guarantees and Escaping Saddles
Jiseok Chae ⋅ Donghwan Kim
[ OpenReview] 
Poster
None
MiniPIC: Flexible Position-Independent Caching in <100LOC
Nathan Ordonez ⋅ Thomas Parnell
[ OpenReview] 
Poster
None
How Much Evidence Should Retrieval-Augmented In-Context Learning Use Under Distribution Shift?
Chen Wang
[ OpenReview] 
Poster
None
BQ-LoRA: Binary-Quantized Low-Rank Adapters as Implicit Regularizers for Parameter-Efficient Fine-Tuning
Juyoung Park ⋅ Heejun Lee
[ OpenReview] 
Poster
None
ACED-Bench: Evaluating How LLM Agents Acquire and Act on Causal Evidence
Yiwei Chen ⋅ Amila Weerasinghe ⋅ Siddharth Biswal ⋅ Utkrisht Rajkumar ⋅ Olcay Boz ⋅ Taylor Berg-Kirkpatrick ⋅ Rose Yu
[ OpenReview] 
Poster
None
Relevance Is Not Necessity: Selecting the Necessary API Set for Tool-Using LLMs
Chen Wang
[ OpenReview] 
Poster
None
Breaking feature collapse in self-supervised time series encoder
Özgün Turgut ⋅ Daniel Rueckert
[ OpenReview] 
Poster
None
Fast Alignment of Embeddings: Computational Guarantees for Anisotropic Procrustes-Wasserstein
Jakob Maier ⋅ Laurent Massoulié
[ OpenReview] 
Poster
None
Hyperbolic Language Models: From Zipf to Compute-Optimal Scaling
Jinrui Lin ⋅ Menglin Yang ⋅ Rex Ying
[ OpenReview] 
Poster
None
Stroke-Audited Quadratic Bezier Splatting with Structural Initialization for Efficient Painting Rendering
Jinfan Liu ⋅ Xuhan Zhan ⋅ Mengqin Zhao ⋅ Guangyi Deng ⋅ Wuze Zhang ⋅ Bingbing Ni
[ OpenReview] 
Poster
None
Accuracy vs. Accuracy: Computational Tradeoffs Between Classification Rates and Utility
Noga Amit ⋅ Omer Reingold ⋅ Guy Rothblum
[ OpenReview] 
Poster
None
Fast Reconstruction of Exact Maxwell Dynamics from Sparse Data
Dan DeGenaro ⋅ Xin Li ⋅ Obed Amo ⋅ Michael Pokojovy ⋅ Sarah Bargal ⋅ Markus Lange-Hegermann ⋅ Bogdan Raita
[ OpenReview] 
Poster
None
KVFocus: A Perturbation-Theoretic Token-Risk Score for Selective KV Cache Reuse in RAG
Shizhuo Zhang ⋅ Nuowen Kan ⋅ Chenglin Li ⋅ Rui-Xiao Zhang ⋅ Yifan Zhao ⋅ Yuanpeng He ⋅ Huixin Zhang ⋅ Fan He ⋅ Hang Xu ⋅ Hao Zhang ⋅ Wenrui Dai ⋅ Junni Zou ⋅ Hongkai Xiong
[ OpenReview] 
Poster
None
SteerVTE: Seamless Video Text Editing with Style and Glyph Control
Kai Zeng ⋅ Moran Li ⋅ Zhengwei Wang ⋅ Yingchen Yu ⋅ Yiheng Lin ⋅ Ruichuan An ⋅ Ming Lu ⋅ Qi She ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
Convergence Analysis of Newton's Method for Neural Networks in the Overparameterized Limit
Konstantin Riedl ⋅ Justin Sirignano ⋅ Konstantinos Spiliopoulos
[ OpenReview] 
Poster
None
SnapAudit: Active Auditing of Differentially Private In-Context Learning via Snapshot-Based Simulation
Yuyang Xia ⋅ Ruixuan Liu ⋅ Li Xiong
[ OpenReview] 
Poster
None
Agentic Video Editing from Underspecified Requests
yongsheng yu ⋅ Ziyun Zeng ⋅ Zhiyuan Xiao ⋅ Zhenghong Zhou ⋅ Hang Hua ⋅ Wei Xiong ⋅ Jiebo Luo
[ OpenReview] 
Poster
None
Estimating Continuous Treatment Effects with Recourse Data
Alessandro Marchese ⋅ Jeroen Berrevoets ⋅ Niels Martin ⋅ Sam Verboven
[ OpenReview] 
Poster
None
Handwriting decoding as a challenging motor task for EEG Foundation Models
Srinivas Ravishankar ⋅ Ishayu Ghosh ⋅ Nora Zajzon ⋅ Teng (Simon) Fei ⋅ Virginia de Sa
[ OpenReview] 
Poster
None
V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation
Yan-Bo Lin ⋅ Jonah Casebeer ⋅ Long Mai ⋅ Aniruddha Mahapatra ⋅ Gedas Bertasius ⋅ Nicholas J Bryan
[ OpenReview] 
Poster
None
Learning to Undo: Transfer Reinforcement Learning under State Space Transformations
Mridul Mahajan ⋅ Aldo Pacchiano ⋅ Xuezhou Zhang
[ OpenReview] 
Poster
None
Self-Consuming Generative Models with Co-Evolving Human Preferences
Xiukun Wei ⋅ Tian Xie ⋅ Ding Zhu ⋅ Xueru Zhang
[ OpenReview] 
Poster
None
Rethinking Contrastive Targets in Radiology Language-Image Pretraining
Yunhe Gao ⋅ Ashwin Kumar ⋅ Jiaming Liu ⋅ Chong Wang ⋅ Maya Varma ⋅ Fuying Wang ⋅ Stefania L Moroianu ⋅ Louisa Fay ⋅ Sergios Gatidis ⋅ Akshay Chaudhari ⋅ Curtis Langlotz
[ OpenReview] 
Poster
None
Tesserae and MoDiCo: A Billion-Fragment Dataset and Multi-Branch Architecture for File Fragment Classification
James Ghawaly
[ OpenReview] 
Poster
None
Learning How to Cube
Ferhat Erata ⋅ Sam Kouteili ⋅ Thanos Typaldos ⋅ Timos Antonopoulos ⋅ Robert B Jones ⋅ Byron Cook ⋅ Ruzica Piskac
[ OpenReview] 
Poster
None
PCBSchemaGen: Reward-Guided LLM Code Synthesis for Printed Circuit Boards (PCB) Schematic Design with Structured Verification
huanghaohe zou ⋅ Peng Han ⋅ Emad Nazerian ⋅ Mafu Zhang ⋅ Zhicheng Guo ⋅ Alex Huang
[ OpenReview] 
Poster
None
Robust Graph Diffusion Model
Yancheng Wang ⋅ Ping Li ⋅ Dongfang Sun ⋅ Yingzhen Yang
[ OpenReview] 
Poster
None
From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
Bohan Li ⋅ Shuojue Yang ⋅ Baorui Peng ⋅ Xianda Guo ⋅ Erli Zhang ⋅ Youqi Tao ⋅ Junfeng Duan ⋅ Daguang Xu ⋅ DOU QI ⋅ Xin Jin ⋅ Wenjun Zeng ⋅ Hao Zhao ⋅ Yueming Jin
[ OpenReview] 
Poster
None
Efficient One-to-many Domain Translation via Diffusive Entropic Optimal Transport
David Vaneev ⋅ Ivan Shchekotov ⋅ Denis Rakitin ⋅ Dmitry Vetrov
[ OpenReview] 
Poster
None
AHPA: Adaptive Hierarchical Prior Alignment for Diffusion Transformers
MIN RUIBIN ⋅ Yexin Liu ⋅ Aimin PAN ⋅ Changsheng Lu ⋅ Jiafei Wu ⋅ kelu Yao ⋅ Xiaogang Xu ⋅ Harry Yang
[ OpenReview] 
Poster
None
Teaching VLMs What to Say, Not How to Reason: Rethinking Counterfactual Reasoning in Autonomous Driving
Hayeon Oh ⋅ Donghwan Lee
[ OpenReview] 
Poster
None
Vortex: Efficient and Programmable Sparse Attention Serving
Zhuoming Chen ⋅ Xinrui Zhong ⋅ Qilong Feng ⋅ Ranajoy Sadhukhan ⋅ Yang Zhou ⋅ Michael Shieh ⋅ Zhihao Jia ⋅ Beidi Chen
[ OpenReview] 
Poster
None
Latent Q-Barrier Shielding for Safe In-Context Reinforcement Learning
Minjae Kwon ⋅ Amir Moeini ⋅ Shangtong Zhang ⋅ Lu Feng
[ OpenReview] 
Poster
None
SIEVE: Overcoming Topological Obstruction in Equivariant Self-Supervised Learning
Jongann Lee ⋅ Sun Woo Park ⋅ Yun Young Choi
[ OpenReview] 
Poster
None
Language Models Can Coarsely Modulate Entropy Under Instruction
Luca Baroni ⋅ Kola Ayonrinde ⋅ Shi Feng ⋅ Puria Radmard
[ OpenReview] 
Poster
None
When Does Trimming Help Conformal Prediction? A Retained-Law Diagnostic under Calibration Contamination
Congye Wang
[ OpenReview] 
Poster
None
Beyond Sparse Captions: Aligning Slide-Level Text and Patch-Level Vision in Pathology
Daniel Shao ⋅ Dongmin Bang ⋅ Luca Weishaupt ⋅ Nic G Reitsam ⋅ Sophia J Wagner ⋅ Ming Yang Lu ⋅ Long P Le ⋅ Richard Chen ⋅ Faisal Mahmood
[ OpenReview] 
Poster
None
GeoBiaset: A Counterfactual Benchmark for Demographic Bias in World-Level Geolocalization
Niccolò Niccoli ⋅ Silvia Dani ⋅ Marco Mistretta ⋅ Andrew Bagdanov ⋅ Marco Bertini ⋅ Lorenzo Seidenari
[ OpenReview] 
Poster
None
Plan2Sense: Open-World Task Planning in Epistemic States via Interleaved Ontic and Sensing Actions
Xiaotian Liu ⋅ Armin Toroghi ⋅ Jiazhou Liang ⋅ Ali Pesaranghader ⋅ Scott Sanner
[ OpenReview] 
Poster
None
Online Finetuning Decision Transformers with Pure RL Gradients
Junkai Luo ⋅ Yinglun Zhu
[ OpenReview] 
Poster
None
Relaxed On-Policy Distillation: Selective Credit Allocation for Scaling Reasoning Efficiently
Jongwoo Ko ⋅ Sara Abdali ⋅ Young Jin Kim ⋅ Tianyi Chen ⋅ Pashmina Cameron
[ OpenReview] 
Poster
None
Seeing the Unseen: Unified Visible–Invisible Motion for Physically Consistent Video Generation
Mingyang Bao ⋅ Fangda Ye ⋅ Xihao Chen ⋅ Bobo Li ⋅ Xiangtai Li ⋅ Shengqiong Wu
[ OpenReview] 
Poster
None
From Denoising to Refining: A Corrective Framework for Vision-Language Diffusion Model
Yatai Ji ⋅ Teng Wang ⋅ Yuying Ge ⋅ Zhiheng Liu ⋅ Sidi Yang ⋅ Ying Shan ⋅ Ping Luo
[ OpenReview] 
Poster
None
Tracing Agentic Failure from the Flow of Success
Samuel (Min-Hsuan) Yeh ⋅ Yiwen Zhu ⋅ Shaleen Deep ⋅ Sharon Li
[ OpenReview] 
Poster
None
Rank-Constrained Adaptation for Reliable Real-World Performance
Abinitha Gourabathina ⋅ Hyewon Jeong ⋅ Teya Bergamaschi ⋅ Marzyeh Ghassemi ⋅ Collin Stultz
[ OpenReview] 
Poster
None
Poison-then-Hide: Finetuning-Activated Backdoor Attack on Pretrained Vision Encoders
Qixuan Jin ⋅ Abinitha Gourabathina ⋅ Vinith Suriyakumar ⋅ Walter Gerych ⋅ Marzyeh Ghassemi
[ OpenReview] 
Poster
None
A Kernel Nonconformity Score for Multivariate Conformal Prediction
Louis Meyer ⋅ Wenkai Xu
[ OpenReview] 
Poster
None
Dynamics of the Transformer Residual Stream: Coupling Spectral Geometry to Network Topology
Jesseba Fernando ⋅ Grigori Guitchounts
[ OpenReview] 
Poster
None
Dynamic Tokenization via Reinforcement Patching: End-to-end Training and Zero-shot Transfer
Yulun Wu ⋅ Sravan K Ankireddy ⋅ Samuel Sharpe ⋅ Nikita Seleznev ⋅ Dehao Yuan ⋅ Hyeji Kim ⋅ Nam Nguyen
[ OpenReview] 
Poster
None
Quantizing With Randomized Hadamard Transforms: Efficient Heuristic Now Proven
Ran Ben-Basat ⋅ William Kuszmaul ⋅ Michael Mitzenmacher ⋅ Amit Portnoy ⋅ Shay Vargaftik
[ OpenReview] 
Poster
None
HyFAD: Hybrid Time-Frequency Diffusion with Frequency-Aware Embedding for Time Series Imputation
Hongfan Gao ⋅ Wangmeng Shen ⋅ Bin Yang ⋅ Jilin Hu
[ OpenReview] 
Poster
None
Youdunit: Single-Call Counterfactual Necessity in Multi-Agent LLM Systems
Marissa Li ⋅ Stephanie Gao ⋅ Kenny Guo ⋅ Xingjian Li ⋅ William Chang ⋅ Goran Radanovic
[ OpenReview] 
Poster
None
SASA: Subspace-Aware Sparse Autoencoders for Effective Mechanistic Interpretability
Seyed Arshan Dalili ⋅ Mehrdad Mahdavi
[ OpenReview] 
Poster
None
Emergence, Retention and Mitigation of Ill-conditioning due to Basis Lifting in KANs
Ferhat Arslan ⋅ Weihong Guo ⋅ Shuo Li
[ OpenReview] 
Poster
None
ProjKAN: Model Compression via KAN Projections to Bridge the Hypothesis and Capacity Gaps
Ferhat Arslan ⋅ Weihong Guo ⋅ Shuo Li
[ OpenReview] 
Poster
None
RADAR: Text-Guided Medical Image Segmentation via Residual Aggregation and Dense Alignment Representations
Jie Gui ⋅ Hang Tu ⋅ Yunfeng Dou ⋅ Wen Sha ⋅ Xiuquan Du ⋅ Shuo Li
[ OpenReview] 
Poster
None
Leviathan: Decoupling Input and Output Representations in Language Models
Reza T Batley ⋅ Sourav Saha
[ OpenReview] 
Poster
None
From Likelihood Convergence to Parameter Convergence in POMDPs
Jack Zhang ⋅ Saurabh Amin ⋅ Jiawei zhang ⋅ Patrick Jaillet
[ OpenReview] 
Poster
None
DiffPTS: Rethinking Diffusion ELBO for Probabilistic Time Series Forecasting
Weiwei Ye ⋅ Dongyuan Li ⋅ Hangchen Liu ⋅ Haotong Jiang ⋅ Yoshihide Sekimoto ⋅ Renhe Jiang
[ OpenReview] 
Poster
None
RIZZ: Routing Interactions to Near Zero-Interference Zones for Continual Adaptation of Black-Box Agents
Sonali Goel ⋅ Pranav Vaidhyanathan ⋅ Lucas Schorling ⋅ Natalia Ares ⋅ Michael A Osborne
[ OpenReview] 
Poster
None
A Principled Self-Referenced Early Stopping Approach for Deep Image Prior
Chaoyan Huang ⋅ Cheng-Han Huang ⋅ Ismail Alkhouri ⋅ Rongrong Wang
[ OpenReview] 
Poster
None
Active Learning of Conditional Generative Models via the Transport Neural Tangent Kernel
Jayoung Ryu ⋅ Kyunghyun Cho ⋅ Romain Lopez
[ OpenReview] 
Poster
None
Learning Process Rewards via Visitation Matching for Efficient RL
Raymond Tsao ⋅ Andrew Wagenmaker ⋅ Sergey Levine
[ OpenReview] 
Poster
None
Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching
Nan Jiang ⋅ Xiang Li
[ OpenReview] 
Poster
None
Mitigating Object Hallucination in Large Vision-Language Models via False Discovery Controlled Visual Data Splitting
Chang Liu ⋅ Yu Tian ⋅ Rui Xie
[ OpenReview] 
Poster
None
Spectral Graph Sparsification Preserves Representation Geometry in Graph Neural Networks
Sanjukta Krishnagopal
[ OpenReview] 
Poster
None
Emergent Biological Capabilities in a Foundation Model for Molecular Interactions
Adi Mashiach
[ OpenReview] 
Poster
None
How Post-Training Shapes Biological Reasoning Models
Lukas Fesser ⋅ Hanlin Zhang ⋅ Michelle M Li ⋅ Eric Wang ⋅ Bryan Perozzi ⋅ Shek Azizi ⋅ Sham Kakade ⋅ Marinka Zitnik
[ OpenReview] 
Poster
None
EgoStream: A Diagnostic Benchmark for Streaming Episodic Memory in Egocentric Vision
Rosario Forte ⋅ Giuseppe Lando ⋅ Antonino Furnari
[ OpenReview] 
Poster
None
Vision Token Pruning via Query-Vision Interaction Decomposition
Harshithanjani Athi ⋅ Sravan K Ankireddy ⋅ Jianzhong Zhang ⋅ Hyeji Kim
[ OpenReview] 
Poster
None
PreDiff: Sequential Recommendation by Denoising Preference Distributions
Yaoqi Chen ⋅ Jianjin Zhang ⋅ Qi Chen ⋅ Weihao Han ⋅ Yujing Wang ⋅ Hao Sun
[ OpenReview] 
Poster
None
What Claims Do LLM Benchmark Scores Support?
Srihari Sridharan
[ OpenReview] 
Poster
None
Riemannian Optimization for Low-Rank Adaptation via Desingularization
Tiancan Feng ⋅ Daorui Ding ⋅ Fanhua Shang ⋅ Xiaoyuan Zhang
[ OpenReview] 
Poster
None
Classification Fields: Arbitrarily Fine Recursive Hierarchical Clustering From Few Examples
Yicen Li ⋅ Ruiyang Hong ⋅ Anastasis Kratsios ⋅ Haitz Sáez de Ocáriz Borde ⋅ Paul D McNicholas
[ OpenReview] 
Poster
None
FedCF: Fair Federated Conformal Prediction
Anutam Srinivasan ⋅ Aditya T. Vadlamani ⋅ Amin Meghrazi ⋅ Srinivasan Parthasarathy
[ OpenReview] 
Poster
None
Designing Kernel Surrogate Models for Multimodal Attribution
Ziniu Zhang ⋅ Zhenshuo Zhang ⋅ Jianglin Lu ⋅ Ruoxuan Xiong ⋅ Yun Fu ⋅ Hongyang Zhang
[ OpenReview] 
Poster
None
Stability in Multi-Step Reasoning via Jacobian-based Error Accumulation Analysis
Dongyue Li ⋅ Alice M Duan ⋅ Ziniu Zhang ⋅ Hongyang Zhang
[ OpenReview] 
Poster
None
RAG in a Trenchcoat: When Minimal Memory Is Enough for Agentic Systems, and When It Isn’t
Jingyu Liu ⋅ Zongze Li ⋅ Zach Xu ⋅ Zhanhui Zhou ⋅ Tahseen Rabbani ⋅ Dawn Song ⋅ Ce Zhang
[ OpenReview] 
Poster
None
Modeling Whole-Slide Images as Dynamic Tumor Microenvironment Fields
Lei Wu ⋅ Jiashuai Liu ⋅ Di Zhang ⋅ Zhangpeng Gong ⋅ Yingkang Zhan ⋅ Yi Niu ⋅ Jiusong Ge ⋅ Chunze Yang ⋅ Kai Yi ⋅ Mireia Crispin-Ortuzar ⋅ Chen Li ⋅ Zeyu Gao
[ OpenReview] 
Poster
None
Depth-Recurrent Attention Mixtures: Giving Latent Reasoning the Attention it Deserves
Jonas Knupp ⋅ Jan Metzen ⋅ Jeremias Bohn ⋅ Georg Groh ⋅ Kristian Kersting
[ OpenReview] 
Poster
None
Plausible Biomolecular Structure Prediction via Physics-informed Reinforcement Learning
tai Dang ⋅ Hieu Tran ⋅ Long-Hung Pham ⋅ Sang Truong ⋅ Edward A Pham ⋅ Jeffrey S Glenn ⋅ Thang Luong
[ OpenReview] 
Poster
None
Bayesian Optimization on Function Spaces via Sparse RKHS Manifolds
Davide Sartor ⋅ Meghan E Huber ⋅ Donghyun Kim ⋅ Nathan Wycoff
[ OpenReview] 
Poster
None
Reasoning Poisoning: Utilizing Social-Engineering to Steer Chain-of-Thought
Matan Levy ⋅ Ilan Zendel ⋅ Stav Cohen ⋅ Amit LeVi ⋅ Avi Mendelson
[ OpenReview] 
Poster
None
SARA: Step-Adaptive Rank Adjustment for Diffusion Inference Acceleration
DongHoon Lim ⋅ Jinwoo Jung ⋅ Won-Gook Choi ⋅ Joon-Hyuk Chang
[ OpenReview] 
Poster
None
Asynchronous Agentic Poisoning
Guangnian Wan ⋅ Shizun Wang ⋅ Qi Li ⋅ Xinchao Wang
[ OpenReview] 
Poster
None
Shellsort as Multi-Scale Relaxation: Learning Spectrum-Matched Gap Schedules
Qingyun Li ⋅ Ruoyun Li ⋅ Yunqi Li ⋅ Yunjin Li
[ OpenReview] 
Poster
None
Elastic Spectral State Space Models for Train-Once Budgeted Inference
Dachuan Song ⋅ Junyu Yin ⋅ Zechen Hu ⋅ Xuan Wang
[ OpenReview] 
Poster
None
What Sound Tells You About the Room
Yiduo Hao ⋅ Yiwei Tang ⋅ Jiayang Li ⋅ Zitong Lan ⋅ Haowen Lai ⋅ Romit Roy Choudhury ⋅ Mingmin Zhao
[ OpenReview] 
Poster
None
When Alignment Fails: Stabilizing Cross-Dynamics RL with Prototype Trust Regions
Dong Uk Kim ⋅ Ji S Yoon ⋅ Eui-Nam Huh ⋅ Choong Hong
[ OpenReview] 
Poster
None
Spectral Geometry of Attention: From Information Routing to Uncertainty
Giulio Viganò ⋅ Simone Melzi ⋅ Maks Ovsjanikov
[ OpenReview] 
Poster
None
HACO: Hedged Agent Computing for Reliable LLM Systems
Enhan Li ⋅ Hongyang Du
[ OpenReview] 
Poster
None
Understanding the Surprising Generalization Properties of Tabular Foundation Models
Nour Shaheen ⋅ Junwei (Jeremy) Ma ⋅ Alex Labach ⋅ Frank Hutter ⋅ Anthony L Caterini ⋅ Valentin Thomas
[ OpenReview] 
Poster
None
GLOVE: Global Verifier for LLM Memory-Environment Realignment
XINGKUN YIN ⋅ Hongyang Du
[ OpenReview] 
Poster
None
HumanStereo: A Benchmark for Metric Facial Depth Estimation and Its Evaluation
Alexandru-Ion Marinescu ⋅ DIANA-LAURA BORZA ⋅ DARABANT S Adrian
[ OpenReview] 
Poster
None
MemPilot: Learning Transferable Latent Memory Mechanisms for LLM Reasoning
Changlong Shi ⋅ LINHAO LUO ⋅ Shigeng Chen ⋅ Guibin Zhang ⋅ Yi Chang ⋅ Shirui Pan ⋅ Chengqi Zhang
[ OpenReview] 
Poster
None
EHRNote-ChatQA: A Benchmark for Evidence-Grounded Multi-Turn Clinical Question Answering over Longitudinal Discharge Summaries
Jiyoun Kim ⋅ Muhan Yeo ⋅ Eunhye Jang ⋅ Jeewon Yang ⋅ Hangyul Yoon ⋅ Su J Lee ⋅ Hee J Han ⋅ Hee-Jae Jung ⋅ Doyun Kwon ⋅ Jun y Lee ⋅ Jaehun Lee ⋅ Jung-Oh Lee ⋅ Sunjun Kweon ⋅ Jong-Hak Moon ⋅ Daseul Kim ⋅ Minjae Cho ⋅ Edward Choi
[ OpenReview] 
Poster
None
Can Folding Models Tell Binders from Bluffers? Evidence from POISK: The Patent-Derived Antibody Dataset
Daria Tupikina ⋅ Andrea Roncoli ⋅ Alexander Bujotzek ⋅ Brennan Abanades Kenyon
[ OpenReview] 
Poster
None
Generation-for-Understanding with Structured Action Scripts for Embodied Multimodal Learning
Hange Zhou ⋅ Mingzhe Zhang ⋅ Hongyu Ge ⋅ Xiaotang Wang ⋅ Enjun Du ⋅ Runqing Xu ⋅ Yongqi Zhang
[ OpenReview] 
Poster
None
Progressive Layer-wise Supervision: Deep-to-Shallow Supervision Annealing for Efficient and Robust Speech Deepfake Detection
Hoan M Tran ⋅ Xin Wang ⋅ Xuechen Liu
[ OpenReview] 
Poster
None
TraceDx: Criticality-Weighted Atomic Facts as a Training Signal for Sequential Clinical Diagnosis
Jiayi Li ⋅ Sunny Chung ⋅ Don C Codipilly ⋅ George Marek ⋅ Varan Perananthan ⋅ Dennis L. Shung ⋅ Bradly Stadie
[ OpenReview] 
Poster
None
PCFBench: How Far Can Large Vision-Language Models Go in Physics-aware Photonic Inverse Design?
Shengchao Chen ⋅ Ting Shu ⋅ Sufen Ren
[ OpenReview] 
Poster
None
ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
Jungwoo Oh ⋅ Hyunseung Chung ⋅ Junhee Lee ⋅ Min-Gyu Kim ⋅ Hangyul Yoon ⋅ Ki S Lee ⋅ Youngchae Lee ⋅ Muhan Yeo ⋅ Edward Choi
[ OpenReview] 
Poster
None
DynT2I-Eval: A Dynamic Evaluation Framework for Text-to-Image Models
Wang Juntong ⋅ Wang Jiarui ⋅ Huiyu Duan ⋅ Lewei Li ⋅ Guangtao Zhai ⋅ Xiongkuo Min
[ OpenReview] 
Poster
None
MAMQ-Net: A Robust Framework Leveraging Multi-level Tamper-aware Queries and Complementary Representations of Tampering Features for Progressive Image Forgery Localization
Minghao Jia ⋅ Zhuoyi Zhang ⋅ Jiwei Zhang ⋅ Siwei Wang ⋅ Feifei Kou ⋅ Lei Shi ⋅ ShaoZhang Niu ⋅ Jiaming Pei
[ OpenReview] 
Poster
None
A Statistical Framework for Algorithmic Collective Action with Multiple Collectives
Claudio Battiloro ⋅ Pietro Greiner ⋅ Dario Rancati ⋅ Bret Nestor ⋅ Oumaima Amezgar ⋅ Francesca Dominici
[ OpenReview] 
Poster
None
Domination-Avoiding Learning Agents Cannot Collude
Noam Nisan ⋅ Emmanuel Zerah
[ OpenReview] 
Poster
None
Beyond What Seems Necessary: Hidden Gains from Scaling Training-Time Reasoning Length under Outcome Supervision
Yihao Xue ⋅ Allan Zhang ⋅ Jianhao Huang ⋅ Amit Sahai ⋅ Baharan Mirzasoleiman
[ OpenReview] 
Poster
None
Module-Aware Optimization for Graph Neural Networks
Guy Hadad ⋅ Haggai Roitman ⋅ Moshe Eliasof ⋅ Bracha Shapira
[ OpenReview] 
Poster
None
Who Should Evolve? Uncertainty-Aware Role Bottleneck Inference for Multi-Agent LLM Training
Qiyu Qin ⋅ Yichen Li ⋅ Haozhao Wang ⋅ Tianzhe Xiao ⋅ Hao Zhou ⋅ Imran Razzak ⋅ Ruixuan Li
[ OpenReview] 
Poster
None
Reading the Unreadable: Text-Aware Image Super-Resolution Needs Reasoning
Jaeseong Lee ⋅ Jinwoo Kim ⋅ Jinho Jeong ⋅ Seon Joo Kim
[ OpenReview] 
Poster
None
When Helpfulness Becomes Sycophancy: Sycophancy is a Boundary Failure Between Social Alignment and Epistemic Integrity in Large Language Models
Jiechen Li ⋅ Catherine A Barry ⋅ Rishika Randev ⋅ Janet Chen ⋅ Ella Jorgensen ⋅ Brinnae Bent
[ OpenReview] 
Poster
None
IPIBench: Evaluating Interactive Proactive Intelligence of MLLMs under Continuous Streams
Jinzhao Li ⋅ Yinuo Chen ⋅ Wenxuan Song ⋅ Yijia Lei ⋅ Yichi Zhang ⋅ Honglei Yan ⋅ Panwang Pan ⋅ Miao Liu
[ OpenReview] 
Poster
None
CoANeRV: Coordinate-Aware Token-Space Neural Video Representation
Jialong Guo ⋅ Ke Liu ⋅ MENGXUAN LI ⋅ Jiajun Bu ⋅ Haishuai Wang
[ OpenReview] 
Poster
None
Theory on Attention Dynamics for Out-of-Distribution In-Context Learning
Junze Deng ⋅ Daouda Sow ⋅ Sen Lin ⋅ Yingbin Liang
[ OpenReview] 
Poster
None
When Does Subspace Direction Matter for LoRA? Regime Analysis of the Magnitude Principle in Few-Shot Adaptation
Nischal Subedi ⋅ Cencheng Shen ⋅ Peng Zhao
[ OpenReview] 
Poster
None
Sparse Attention as Compact Kernel Regression
Saul Santos ⋅ Nuno Gonçalves ⋅ Daniel McNamee ⋅ Marcos Treviso ⋅ André Martins
[ OpenReview] 
Poster
None
Colored Noise Diffusion Sampling
Hadar Davidson ⋅ Noam Issachar ⋅ Sagie Benaim
[ OpenReview] 
Poster
None
What’s Holding Back Latent Visual Reasoning?
Andre G Viveiros ⋅ Nuno Gonçalves ⋅ André Martins ⋅ Matthias Lindemann
[ OpenReview] 
Poster
None
When Expert Disagreement Hurts: Auditing Prestige-Sensitive Revision in LLM Decision Pipelines
Yupeng Tang ⋅ Mingfeng Lin
[ OpenReview] 
Poster
None
Provable Test-Time Scaling for Beam Search in LLM Reasoning
Qijia He ⋅ Yu Huang ⋅ Yuan Cheng ⋅ Yuxin Chen ⋅ Yingbin Liang
[ OpenReview] 
Poster
None
Rethinking "RL Generalizes, SFT Memorizes": The Role of SFT Data
Yunlong Hou ⋅ Fengzhuo Zhang ⋅ Yuan Cheng ⋅ Jiachun Pan ⋅ Xingyao Li ⋅ Zhuoran Yang
[ OpenReview] 
Poster
None
Noisy2Latent: Nonparametric Deconvolution and Denoising via Maximum Mean Discrepancy
Ritwik Vashistha ⋅ Abhra Sarkar ⋅ Arya Farahi
[ OpenReview] 
Poster
None
A Theoretical Analysis of Why Masked Diffusion Models Mitigate the Reversal Curse
Moongyu Jeon ⋅ Sangwoo Shin ⋅ Bumjun Kim ⋅ Kyelim Lee ⋅ Albert No
[ OpenReview] 
Poster
None
GeoCurv-TTT: Geometry-Aware Deformation Restoration for 3D Test-Time Training
Sina G Majelan ⋅ M. O Ahmad ⋅ M.N.S. Swamy
[ OpenReview] 
Poster
None
Don't Match the Noise: Distribution Matching under Unknown Measurement Error with an Audit Sample
Arya Farahi ⋅ Ritwik Vashistha
[ OpenReview] 
Poster
None
ELF: Embedded Language Flows
Keya Hu ⋅ Linlu Qiu ⋅ Yiyang Lu ⋅ Hanhong Zhao ⋅ Tianhong Li ⋅ Yoon Kim ⋅ Jacob Andreas ⋅ Kaiming He
[ OpenReview] 
Poster
None
Optimal Risk Bounds of Stochastic Gradient Descent for Shallow ReLU Networks
Yuqing Liu ⋅ Yunwen Lei
[ OpenReview] 
Poster
None
Transfer Entropy as a Measure of Information Flow in VLMs and LLMs
Jessica E Liang ⋅ Jianbo Shi
[ OpenReview] 
Poster
None
ScopeSAE: Model-Scope Feature Discovery with Interpretable Layer Selection
Qingwen Zeng ⋅ Zehao Fu ⋅ Shuyu Meng ⋅ Linghan Huang ⋅ Jiayi Zhang ⋅ Chenglin Wu ⋅ Ling Chen ⋅ Huaming Chen
[ OpenReview] 
Poster
None
Conditional Multi-Event Temporal Grounding in Long-Form Video
Yuanhao Zou ⋅ Arthad Kulkarni ⋅ Lucas Toñanez ⋅ Lincoln Spencer ⋅ Guangyu Sun ⋅ Tianxingjian Ding ⋅ Andong Deng ⋅ Yi Li ⋅ Shuangjun Liu ⋅ Yuan Li ⋅ Dashan Gao ⋅ Ning Bi ⋅ TAOTAO JING ⋅ Shuai Zhang ⋅ Chen Chen
[ OpenReview] 
Poster
None
Hider–Seeker Self-Play: Geometry-Verifiable Process Rewards for Long-Horizon Visual Search
Yu Mao ⋅ Shengchao Chen
[ OpenReview] 
Poster
None
Causal Discovery via Transformed Low-Rank Quantile Surfaces
Ryo Kamimura ⋅ Thong Pham
[ OpenReview] 
Poster
None
TailAdapt: Heavy-Tailed Sparse Variational Adaptation for Long-Tailed Class Incremental Learning
Abhishek Kumar Sinha ⋅ Nitant Dube ⋅ Soma Biswas
[ OpenReview] 
Poster
None
Rethinking Semantic ID Construction for Generative Recommendation: SimHash with Parallel Decoding and Semantic Alignment
Yuqing Liu ⋅ Huiyuan Chen ⋅ Yibo Wang ⋅ Wooseong Yang ⋅ Philip S Yu
[ OpenReview] 
Poster
None
DivMoE: Fine-Grained MoE Upcycling via Cross-Domain Expert Composition
Yuxuan Lou ⋅ Kai Yang ⋅ Geng Zhang ⋅ Yong Liu ⋅ Yang You
[ OpenReview] 
Poster
None
Comp$^2$VLM: A Hybrid Framework Combining Quantization and Lossless Compression for Efficient Vision-Language Models
Dahun Choi ⋅ Inseong Hwang ⋅ Hyun Kim
[ OpenReview] 
Poster
None
Multi-Turn RL Makes Small Language Model Competitive for Optimization Modeling
Xinzhi Zhang ⋅ Zeyi Chen ⋅ Humishka Zope ⋅ Hugo Barbalho ⋅ Konstantina Mellou ⋅ Marco Molinaro ⋅ Janardhan Kulkarni ⋅ Ishai Menache ⋅ Sirui Li
[ OpenReview] 
Poster
None
HEART: Hyperspherical Embedding Alignment via Kent-Representation Traversal in Diffusion Models
Arani Roy ⋅ Shristi Das Biswas ⋅ Kaushik Roy
[ OpenReview] 
Poster
None
Acting without Knowing: Planning, Prediction, and Transfer Dissociate in Interactive Visual Physics
Alison Gopnik ⋅ Eunice Yiu ⋅ Kevin Murphy ⋅ Kelsey Allen ⋅ Shiry Ginosar
[ OpenReview] 
Poster
None
Beyond Unit-Circle Eigenvalues: Invariant Bases for Stable State Space Dynamics
Jiaqian Zhu ⋅ Yang Zhang ⋅ Junhua Ding ⋅ Xiaowei Yu
[ OpenReview] 
Poster
None
Complex Optimization Modeling via Multiagent Fine-Tuning and Skill-Augmented Reasoning
Yu Ding ⋅ Jiajun Li ⋅ Ran Hou ⋅ Jiahui Duan ⋅ Guanyu Nie ⋅ Xiongwei Han ⋅ Tao Zhong ⋅ Vincent Chau ⋅ Weiwei Wu ⋅ Wanyuan Wang
[ OpenReview] 
Poster
None
From Retrieval to Reasoning: Agentic Mechanism Prediction from Cell Painting Profiles
Jiayuan Chen ⋅ Botao Yu ⋅ Tianyu Liu ⋅ Thai-Hoang Pham ⋅ Meng Wu ⋅ Ping Zhang
[ OpenReview] 
Poster
None
Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D
Haodong Wen ⋅ Yiran Zhang ⋅ Yingfa Chen ⋅ Kaifeng Lyu
[ OpenReview] 
Poster
None
AI Alignment Can Build Moral Autonomy
Kaile Wang ⋅ Hantao Lou ⋅ Tianyi (Alex) Qiu ⋅ Sebastian Sunday-Grève ⋅ Sitong Fang ⋅ Xinxiong Wu ⋅ Jiaming Ji ⋅ Yaodong Yang
[ OpenReview] 
Poster
None
Mode-Controlled Policy Optimization: A Geometry-Aware Recipe for LLM Post-Training
Zhenyu Sun ⋅ Dylan Hadfield-Menell ⋅ Weiguo Feng ⋅ Xiaohuan Zhou ⋅ Yi Zeng
[ OpenReview] 
Poster
None
Reasoning-Aware IRT: Explainable Evaluation of Test-Time Scaling in Reasoning Models
Ratthachat Chatpatanasiri
[ OpenReview] 
Poster
None
Mouse Total Capture: A multi-view Dataset for 3D Motion and Expression Capture of Freely Moving Mouse
Jiachen Zhao ⋅ He Zhang ⋅ Liang An ⋅ Tao Yu
[ OpenReview] 
Poster
None
To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems
Pengfei He ⋅ Zhenwei Dai ⋅ Xianfeng Tang ⋅ Yue XING ⋅ Hui Liu ⋅ Jingying Zeng ⋅ Qiankun Peng ⋅ Shrivats Agrawal ⋅ Samarth Varshney ⋅ Suhang Wang ⋅ Jiliang Tang ⋅ Qi He
[ OpenReview] 
Poster
None
MemLeak: Diagnosing Information Leaks in Multimodal Agent Memory
Kuan Wang ⋅ Chao Zhang
[ OpenReview] 
Poster
None
LLM Routing Through the Lens of Recommendation: A Roadmap for Efficient AI Orchestration
Yuchen Zhou ⋅ Boyu Wang ⋅ Di Wu
[ OpenReview] 
Poster
None
DIBench: Benchmarking Decision Integrity of GUI-based Mobile Agents Under Deceptive Injections
Li Hu ⋅ Kanghua Mo ⋅ Yingbin Jin ⋅ Qingqing Ye ⋅ Haibo Hu
[ OpenReview] 
Poster
None
A systematic evaluation of vision-language models for observational astronomical reasoning tasks
Wenke Ren ⋅ Hengxiao Guo ⋅ Wenwen Zuo ⋅ Xiaoman Zhang
[ OpenReview] 
Poster
None
MDMR-Bench: A Multi-Dimensional Benchmark for Multi-Reference Image Generation
Bowen Zheng ⋅ Jintao Lin ⋅ Chang-Heng Yi ⋅ HAORAN YANG ⋅ Binxiao Huang ⋅ Chenyang Lei ⋅ Rui Liu ⋅ Xihui Liu
[ OpenReview] 
Poster
None
A Structured LLM Framework for Inorganic Material Synthesis Planning
Heewoong Noh ⋅ Gyoung S. Na ⋅ Namkyeong Lee ⋅ Chanyoung Park
[ OpenReview] 
Poster
None
Ensembits: an alphabet of protein conformational ensembles
Kaiwen Shi ⋅ Carlos Oliver
[ OpenReview] 
Poster
None
Training Generalizable Collaborative Agents via Strategic Risk Aversion
Chengrui (Ray) Qu ⋅ Yizhou Zhang ⋅ Nicolas Lanzetti ⋅ Eric Mazumdar
[ OpenReview] 
Poster
None
Evidential Semantic Uncertainty Decomposition for Large Language Models
Kangshuo Li ⋅ Tianhao Wang ⋅ Yifan Zhang ⋅ Lance Kaplan ⋅ Audun Jøsang ⋅ Dong Hyun Jeong ⋅ Jin-Hee Cho ⋅ Feng Chen
[ OpenReview] 
Poster
None
RobustGenBench: A Benchmark for Robust Generalization to Adversarial and Common Perturbations, with Applications to Vision and Vision-Enabled Large Language Models
Maxime Heuillet ⋅ JONAS NGNAWE ⋅ Yann Pequignot ⋅ Rishika Bhagwatkar ⋅ Alexandre Larouche ⋅ Irina Rish ⋅ Christian Gagné ⋅ Ola Ahmad ⋅ Audrey Durand
[ OpenReview] 
Poster
None
EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts
Minseo Kim ⋅ Minjae Lee ⋅ Seunghyuk Oh ⋅ Kevin Galim ⋅ Donghoon Kim ⋅ Coleman Hooper ⋅ Harman Singh ⋅ Amir Gholami ⋅ HYUNG IL KOO ⋅ Wonjun Kang
[ OpenReview] 
Poster
None
PASSAGE: A Real-Terrain Benchmark for Trustworthy Constrained Path Planning
Geoffrey Delhomme ⋅ François Trap ⋅ Fateh Kaakai
[ OpenReview] 
Poster
None
MCPHunt: An Evaluation Framework for Cross-Boundary Data Propagation in Multi-Server MCP Agents
Haonan Li ⋅ Tianjun Sun ⋅ Yongqing Wang ⋅ Qisheng Zhang
[ OpenReview] 
Poster
None
VASR: Variance-Aware Systematic Resampling for Diffusion Models
Shivanshu Shekhar ⋅ Sagnik Mukherjee ⋅ Jia Y Zhang ⋅ Tong Zhang
[ OpenReview] 
Poster
None
Latent Riemannian Flow Matching for Geometry-Grounded 3D Foundation Models
Lisa Weijler ⋅ Irene Ballester ⋅ Guofeng Mei ⋅ Tolga Birdal ⋅ Pedro Hermosilla
[ OpenReview] 
Poster
None
SenseBench: A Benchmark for Remote Sensing Low-Level Visual Perception and Description in Large Vision-Language Models
Chen Zhong ⋅ Xiao An ⋅ Jiaxing Sun ⋅ Zihan Gui ⋅ Guangyi Yang ⋅ Wei He
[ OpenReview] 
Poster
None
Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging
Tim Nielen ⋅ Sameer Ambekar ⋅ Daniel Lang ⋅ Julia Schnabel
[ OpenReview] 
Poster
None
Sign-Based Optimizers Are Effective Under Heavy-Tailed Noise
Dingzhi Yu ⋅ Hongyi Tao ⋅ Yuanyu Wan ⋅ Lijun Zhang
[ OpenReview] 
Poster
None
Sampling Is Not Curiosity: Why LLM Agents Should Investigate
Alfonso Amayuelas ⋅ Piotr Piękos ⋅ Xin Wang ⋅ William Yang Wang ⋅ Jürgen Schmidhuber ⋅ Alex Pentland
[ OpenReview] 
Poster
None
WorldMemArena: Evaluating Multimodal Agent Memory Through Action–World Interaction
Chengzhi Liu ⋅ Yuzhe YANG ⋅ Sophia Xiao Pu ⋅ Yepeng Liu ⋅ Lin Long ⋅ Yichen Guo ⋅ Nuo Chen ⋅ Zhaotian Weng ⋅ yiheng zhong ⋅ Angxiao Zong ⋅ Elena Kochkina ⋅ Simerjot Kaur ⋅ Charese Smiley ⋅ Xiaomo Liu ⋅ James Zou ⋅ Sheng Liu ⋅ Yuheng Bu ⋅ Songyou Peng ⋅ Xin Wang
[ OpenReview] 
Poster
None
Surface Recovery Is Not State Recovery: Pressure–Recovery–Relapse in Multi-turn LLMs
Zixi Huang ⋅ Hankun Chang ⋅ Xueli Geng ⋅ Xutong Mu
[ OpenReview] 
Poster
None
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?
Trisha Mittal ⋅ Akshay Mehra ⋅ Joshua Kimball
[ OpenReview] 
Poster
None
TKCAM: Text and Keyframe to Camera Trajectory Generation
Haozhe Yang ⋅ Zhiyang Dou ⋅ Zekai Gu ⋅ Cheng Lin ⋅ Wenping Wang ⋅ Yuan Liu ⋅ Taku Komura
[ OpenReview] 
Poster
None
Survive or Collapse: The Asymmetric Roles of Data Gating and Reward Grounding in Self-Play RL
Sophia Xiao Pu ⋅ Zhaotian Weng ⋅ Chengzhi Liu ⋅ Jayanth Srinivasa ⋅ Gaowen Liu ⋅ William Yang Wang ⋅ Xin Wang
[ OpenReview] 
Poster
None
Reformulating KV Cache Eviction Problem for Long-Context LLM Inference
Tho Mai ⋅ Joo-Young Kim
[ OpenReview] 
Poster
None
POP: Online Structural Pruning Enables Efficient Inference of Large Foundation Models
Yi Chen ⋅ Wonjin Shin ⋅ Shuhong Liu ⋅ Tho Mai ⋅ Jeongmo Lee ⋅ Jun Liu ⋅ Chuanbo Hua ⋅ Kun Wang ⋅ Joo-Young Kim
[ OpenReview] 
Poster
None
FinAl: Fine-grained Alignment for Detail-Preserving Medical Vision-Language Pretraining
Youn Jongsu ⋅ Dongyoung Lee ⋅ JaeHyeong Bae ⋅ SANG-IL CHOI ⋅ Sangtae Choi ⋅ Dae Ung Jo ⋅ Jongwon Choi
[ OpenReview] 
Poster
None
Factorized Self-Supervised Speech Tokenization
Benjamin Van Niekerk ⋅ Jean-Philippe Letendre ⋅ Nicol Visser ⋅ Hugo Seuté ⋅ Herman Kamper ⋅ Mirco Ravanelli
[ OpenReview] 
Poster
None
Private Online Prediction from Experts with Small Losses
Bo Li ⋅ Peng Ye
[ OpenReview] 
Poster
None
Stranger Things: When Objects Appear Without Their Typical Neighbours
Siddhartha Gairola ⋅ Jiahao Xie ⋅ Anna Kukleva ⋅ Francesco Locatello ⋅ Bernt Schiele
[ OpenReview] 
Poster
None
CSLA: Sparse-Linear Attention with Learnable Routing and Quantization-aware Training
Jintao Zhang ⋅ Haoxu Wang ⋅ Kai Jiang ⋅ Kaiwen Zheng ⋅ Youhe Jiang ⋅ Ion Stoica ⋅ Jianfei Chen ⋅ Jun Zhu ⋅ Joseph Gonzalez
[ OpenReview] 
Poster
None
Tokenization and Architecture Jointly Allocate Component Roles in Time Series Transformers
Mingyu Kim ⋅ Doguk Kim
[ OpenReview] 
Poster
None
FLARE: Full-Modality Long-Video Audiovisual Retrieval Benchmark with User-Simulated Queries
QiJie You ⋅ Hao Liang ⋅ Mingrui Chen ⋅ Bohan Zeng ⋅ Meiyi Qiang ⋅ Zhen H Wong ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
Where to Connect? Boosting MLLMs via Dynamic Gated Pathways across ALL ViT and LLM Layers
Yingying Yan ⋅ Jiaqi Tang ⋅ Wei Wei ⋅ Qianzhou Wang ⋅ Jianmin Chen ⋅ Yuyang Xia ⋅ Botong Geng ⋅ Jinjian Wu ⋅ Lei Zhang ⋅ Qifeng Chen
[ OpenReview] 
Poster
None
Human–AI Collaboration Requires a High-Order Dynamic Abstraction Substrate
Hengyu Liu ⋅ Dongxu Huang ⋅ Zhihong Cui ⋅ Lun Du ⋅ Tiancheng Zhang ⋅ Tor Skeie ⋅ Kristian Torp ⋅ Christian S Jensen
[ OpenReview] 
Poster
None
VisEditBench: A Benchmark for Vector-Format Diagram Editing with Visual Instructions
Akito Taneguchi ⋅ Itsumi Saito ⋅ Haruto Yoshida ⋅ Jun Suzuki
[ OpenReview] 
Poster
None
DAGent: Evaluate-then-Grow Planning for Deep Research Agents
Hanwen Liu ⋅ Yuanfu Sun ⋅ Qiaoyu Tan
[ OpenReview] 
Poster
None
PhysVista: Benchmarking Physical Intelligence in VLMs via a Perception-Reasoning-Assessment Loop
Xinge Peng ⋅ Yiting Lu ⋅ tianwu zhi ⋅ Wen Wen ⋅ Jianzhao Liu ⋅ Xin Li ⋅ Zhibo Chen
[ OpenReview] 
Poster
None
APPSolver: Adaptive Patch Partitioning for Point-Wise Ship Flow Prediction on Unstructured Meshes
Wenhua Huo ⋅ Fenglei Han ⋅ Wangyuan Zhao ⋅ Xiao Peng ⋅ Chunhui Wang ⋅ Jialin Wu ⋅ JiaYi Han
[ OpenReview] 
Poster
None
Patch Rebirth: Fast and Transferable Model Inversion of Vision Transformers
Seongsoo Heo ⋅ Dong-Wan Choi
[ OpenReview] 
Poster
None
ProPolar: Progressive Polar Decomposition for Implicit Neural Representations
Pureum Kim ⋅ Younggeon Ryu ⋅ Dongyoon Lee ⋅ Hae Beom Lee ⋅ Kyong H Jin
[ OpenReview] 
Poster
None
MMTA: Benchmarking Multimodal Temporal Analysis with Time Series, Text, and Vision
Ziyang Zhang ⋅ Shenyi Li ⋅ Yilin wang ⋅ Ziyun Cui ⋅ Bowen Zhou ⋅ Wen Wu ⋅ Chao Zhang
[ OpenReview] 
Poster
None
Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning
Wenxi Gao ⋅ Guanxi Lu ⋅ Didi Zhu ⋅ Hao Chen ⋅ Quan Deng ⋅ Zhican Wang ⋅ Jiankang Deng ⋅ Hongxiang Fan
[ OpenReview] 
Poster
None
Sequential Solution Concepts in Cooperative Games with Generalized Characteristic Functions
Ashwin Goyal ⋅ Drashthi Doshi ⋅ Swaprava Nath
[ OpenReview] 
Poster
None
Guided Data Generation for Understanding Model Behavior
Eren Mehmet KIRAL ⋅ Nursen Aydin ⋅ Ilker Birbil
[ OpenReview] 
Poster
None
What Survival Benchmarks Don’t Tell You: Impact of Model Selection and Dataset Regimes
Sandra Dening ⋅ Emre Kavak ⋅ Christian Wachinger ⋅ George H Chen
[ OpenReview] 
Poster
None
Differentially Private Sparse Reward Estimation with Preference Feedback
Meng Ding ⋅ Mingxi Lei ⋅ Jie Zhang ⋅ Jinyan Liu ⋅ Di Wang
[ OpenReview] 
Poster
None
Bench-MFG: A Benchmark Suite for Learning in Stationary Mean Field Games
Lorenzo Magnino ⋅ Jiacheng Shen ⋅ Matthieu Geist ⋅ Olivier Pietquin ⋅ Mathieu Lauriere
[ OpenReview] 
Poster
None
Generalized Wasserstein Flow Matching: Transport Plans, Everywhere, All at Once
Moritz Piening ⋅ Richard Duong ⋅ Gabriele Steidl
[ OpenReview] 
Poster
None
LoRAtorio: An intrinsic approach to LoRA Skill Composition
Niki Foteinopoulou ⋅ Ignas Budvytis ⋅ Stephan Liwicki
[ OpenReview] 
Poster
None
TTCS: Test-Time Curriculum Synthesis for Self-Evolving
Chengyi Yang ⋅ Zhishang Xiang ⋅ Yunbo Tang ⋅ Zongpei Teng ⋅ Chengsong Huang ⋅ Fei Long ⋅ Yuhan Liu ⋅ Jinsong Su
[ OpenReview] 
Poster
None
Risk-Averse Online POMDP Planning via CVaR of the Immediate Cost with Performance Guarantees
Yaacov Pariente ⋅ Vadim Indelman
[ OpenReview] 
Poster
None
Do Speech BCIs Need Larger Models? Rethinking Neural Decoding beyond Scaling
Zehui Feng ⋅ Weichuan Wang ⋅ Xiaohan Chen ⋅ Cuntai Guan ⋅ Ting Han
[ OpenReview] 
Poster
None
Mini Amusement Parks (MAPs): A Testbed for Modelling Business Decisions
Stéphane Aroca-Ouellette ⋅ Ian Berlot-Attwell ⋅ Panagiotis Lymperopoulos ⋅ Abhiramon Rajasekharan ⋅ Tongqi Zhu ⋅ Herin Kang ⋅ Kaheer Suleman ⋅ Sam Pasupalak
[ OpenReview] 
Poster
None
IDEA: Unwrapping Visual Black-box Models by Interaction Decomposition
Chaojie Ji ⋅ Jian Xu ⋅ He Zhang ⋅ Hongyan Wu ⋅ Yankai Cao ⋅ Ruxin Wang
[ OpenReview] 
Poster
None
Process-conditioned Pretraining with Topographic Spatial Retrieval for Large EEG Models
Yi Ding ⋅ Muyun Jiang ⋅ Weibang Jiang ⋅ Shuailei Zhang ⋅ XINLIANG ZHOU ⋅ Chenyu Liu ⋅ Shanglin Li ⋅ Yong Li ⋅ Cuntai Guan
[ OpenReview] 
Poster
None
World Models as Group Actions
Zijie Wang ⋅ Wei Zhang ⋅ Weiming Zhang ⋅ Fanqi Zhang ⋅ Xiao Tan ⋅ Yipeng Qin ⋅ Guanbin Li
[ OpenReview] 
Poster
None
REINS: A Self-Evolving Agent Harness for Real-Time Trajectory Planning
Zhihong Cui ⋅ Hengyu Liu ⋅ Haoran Tang ⋅ shijun liu ⋅ Amir Taherkordi ⋅ Tor Skeie
[ OpenReview] 
Poster
None
HiddenPathQA: A Benchmark for Knowledge Graph Question Answering When Questions Hide Their Paths
Sumin Jo ⋅ Edward Choi
[ OpenReview] 
Poster
None
What to Perturb, How to Propagate: A Graph-Guided Transferable Attack on VLP Models
Yongjae Kim ⋅ Sungbin Park ⋅ Hoon Ji ⋅ Sukmin Yun ⋅ Yeonjoon Lee
[ OpenReview] 
Poster
None
Toward in Silico Strain Evaluation: A Multimodal Surrogate for Fermentation Dynamics with Metabolic Graph Pretraining
Yunxiao Li ⋅ Difeng Gao ⋅ Yubin Zheng ⋅ JIJIAO ZENG
[ OpenReview] 
Poster
None
MathlibPR: Pull Request Merge-Readiness Benchmark for Formal Mathematical Libraries
Zixuan Xie ⋅ Xinyu Liu ⋅ Shangtong Zhang
[ OpenReview] 
Poster
None
Towards Unified Dynamic Face Landmark Detection
Sebastian Regalado ⋅ Varshanth R Rao ⋅ Ruowei Jiang ⋅ Parham Aarabi ⋅ Igor Gilitschenski
[ OpenReview] 
Poster
None
ALTER: An Allen's Algebra-Based Evaluation Framework for Temporal Reasoning of LLMs
Zhou Hongkai ⋅ Yanhui Li
[ OpenReview] 
Poster
None
TrajLoc: Trajectory-Attention Localization for Multi-Object Motion Control
Omer Sela ⋅ Inbar Huberman-Spiegelglas ⋅ Michael Rotman ⋅ Sagie Benaim ⋅ Avi Ben-Cohen
[ OpenReview] 
Poster
None
Breaking the Quality–Privacy Tradeoff in Tabular Data Generation via In-Context Learning
Xinyan Han ⋅ yan Lu ⋅ Xiaoyu Lin ⋅ Yuanyuan Jiang ⋅ Yuanrui Wang ⋅ Xuanyue Li ⋅ Wenchao Zou ⋅ Xingxuan Zhang
[ OpenReview] 
Poster
None
FineRMoE: Dimension Expansion for Finer-Grained Expert with an Upcycling Approach
Ning Liao ⋅ Xiaoxing Wang ⋅ Xiaohan Qin ⋅ Junchi Yan
[ OpenReview] 
Poster
None
Few Contrastive Attention Heads Enable Visual Grounding in Large Vision-Language Models
Neha Sengar ⋅ Andres Saurez ⋅ Dongsoo Har ⋅ Sangkeum Lee
Poster
None
STRIDE: Automated Evaluation of Text-to-Trajectory Alignment across Diverse Contexts
Wanchun Ni ⋅ Tao Qi ⋅ Leonel Aguilar ⋅ Jiugeng Sun ⋅ Marlene Wagner ⋅ Verena Zimmermann ⋅ Mennatallah El-Assady
[ OpenReview] 
Poster
None
Quantum Best Arm Identification with Limited Round of Adaptivity: Lower Bounds and Algorithms
Haoran Li ⋅ Chen Wang ⋅ Xuchuang Wang
[ OpenReview] 
Poster
None
MCM-DM: Towards Better Spatio-Temporal Event Representation Learning via Discrete Morse Theory
Yuanheng Zhang ⋅ Jennifer Rozenblit ⋅ Chenguang Yang ⋅ Jaidev Goel ⋅ Yulia Gel ⋅ Yuzhou Chen
[ OpenReview] 
Poster
None
CircuitSeer: Mining High-Quality Data by Probing Mathematical Reasoning Circuits in LLMs
Shaobo Wang ⋅ Yongliang Miao ⋅ YuanCheng Liu ⋅ Qianli Ma ⋅ Ning Liao ⋅ Dongrui Liu ⋅ Linfeng Zhang
[ OpenReview] 
Poster
None
SLVMBench: Skill Learning from Video Memory
Yudong Yang ⋅ Guangzhi Sun ⋅ Yixuan Li ⋅ Wei Li ⋅ Zejun MA ⋅ Chao Zhang
[ OpenReview] 
Poster
None
Quantum Speedup of Multi-armed Bandits at Scale by Tackling Memory Decoherence
Rohit Muralitharan ⋅ Mark Squillante ⋅ Chen Wang ⋅ Xuchuang Wang ⋅ Chai Wah Wu
[ OpenReview] 
Poster
None
FFTSparse: Relative-Position Correlation Guided Sparse Attention for Long-Context Language Models
Zemin Chao ⋅ Cen Jianhe ⋅ Qianhui Xu ⋅ Guangzhi Ge ⋅ Zhixin Qi ⋅ Hongzhi Wang
[ OpenReview] 
Poster
None
Benchmarking Optimizers for Large Language Model Pretraining
Andrei Semenov ⋅ Matteo Pagliardini ⋅ Martin Jaggi
[ OpenReview] 
Poster
None
NAGO: Noise-Aware Generative Operator via Flow Matching
Guanyu Chen ⋅ Shengze Xu ⋅ Pengwei Liu ⋅ Xingyu Ren ⋅ Pengkai Wang ⋅ Tieyong Zeng ⋅ Antonios Armaou ⋅ Dong Ni
[ OpenReview] 
Poster
None
SRL-MPC: Shape-Aware Reinforcement Learned Model Predictive Control
Ruihua Han ⋅ Rui Gao ⋅ Zhe Liu ⋅ Xinyi WANG ⋅ Chang Chen ⋅ Shuai Wang ⋅ Qi Hao ⋅ Jia Pan ⋅ Hengshuang Zhao
[ OpenReview] 
Poster
None
JAXtari: High-Throughput and Easy-to-Modify Arcade Learning Environment
Quentin Delfosse ⋅ Raban Emunds ⋅ Paul Seitz ⋅ Sebastian Wette ⋅ Jannis Blüml ⋅ Daniel Kirn ⋅ Dominik Mandok ⋅ Kristian Kersting
[ OpenReview] 
Poster
None
PrivacySIM: Evaluating LLM Simulation of User Privacy Behavior
James Flemings ⋅ Murali Annavaram
[ OpenReview] 
Poster
None
Learning to Cut: Reinforcement Learning for Benders Decomposition
Haochen Cai ⋅ Xian Yu
[ OpenReview] 
Poster
None
CoMMa: Contribution-Aware Medical Multi-Agents for Decentralized Oncology Decision Support
Yichen WU ⋅ Yujin Oh ⋅ Sangjoon Park ⋅ Kailong Fan ⋅ Yuhan Liu ⋅ Zhiyi Shi ⋅ Sekeun Kim ⋅ Dania Daye ⋅ Hana Farzaneh ⋅ Wei Liu ⋅ Xiang Li ⋅ Raul N Uppot ⋅ Quanzheng Li
[ OpenReview] 
Poster
None
WURI: Watching Unfolding Risk in Agent Interactions
Yiyang Duan ⋅ Tiantong Wu ⋅ Yurong Hao ⋅ Wei Yang Bryan Lim
[ OpenReview] 
Poster
None
Feed-Forward 3D Gaussian Splatting for High-Fidelity Animatable Hand Avatar Reconstruction from a Single Image
Chanho Kim ⋅ Kyeonghwan Gwak ⋅ Muhammad Salman Ali ⋅ Muhammad Shaheryar ⋅ Incheol Park ⋅ Jeongwan On ⋅ Seungryul Baek
[ OpenReview] 
Poster
None
PhyMetric: Diagnosing Physical Plausibility in Text-to-Video Generation via Scene-Level QA
Siwei Meng ⋅ Xuerou Cai ⋅ Rui Hu ⋅ Ping Liu
[ OpenReview] 
Poster
None
MultiTalk: Scaling Full-Duplex Speech Models to Long, Multi-Party, Bilingual Conversation
Ke Wang ⋅ Houxing Ren ⋅ Zimu Lu ⋅ Yunqiao Yang ⋅ ZHUOFAN ZONG ⋅ Mingjie Zhan ⋅ Hongsheng Li
[ OpenReview] 
Poster
None
ML-assisted Randomization Tests for A/B Experiments
Wenxuan Guo ⋅ JungHo Lee ⋅ Panos Toulis
[ OpenReview] 
Poster
None
Text-Based AI Tools for Research Integrity Must Be Audited on Linguistic Fairness Before Deployment
Shuai Shao ⋅ Yongkang Wan ⋅ Daoyin Dang ⋅ Lanyun Zhu ⋅ Di Yang ⋅ Yutong Bai ⋅ Yan WANG ⋅ Jiangtao Wang
[ OpenReview] 
Poster
None
Near-Optimal Regret in Adversarial Kernel Bandits
Yu-Jie Zhang ⋅ Hao Qiu ⋅ Jonathan Scarlett ⋅ Kevin Jamieson
[ OpenReview] 
Poster
None
EntityBench: Towards Entity-Consistent Long-Range Multi-Shot Video Generation
Ruozhen He ⋅ Meng Wei ⋅ Ziyan Yang ⋅ Vicente Ordonez
[ OpenReview] 
Poster
None
VTBench: Disentangled and Human-Aligned Evaluation for Image-Based Virtual Try-on
Donghao Luo ⋅ Yujie Liang ⋅ Caoshuo Li ⋅ Xiaobin Hu ⋅ Zuxuan Wu ⋅ Yanwei Fu
[ OpenReview] 
Poster
None
SWE-Pro: A Benchmark for Evaluating LLMs on Performance-Oriented Repository-Level Optimization
Ezgi Sarıkayak ⋅ Wenchao Gu ⋅ Hesham Ghonim ⋅ Chunyang Chen
[ OpenReview] 
Poster
None
Dynamic Latent Routing
Fangyuan Yu ⋅ Xin Su ⋅ Amir Abdullah
[ OpenReview] 
Poster
None
Fine-tuning Does Not Reach All: Uneven Safety and Knowledge Dynamics in Language Models
Ziwei Wang ⋅ Xinwei Guo ⋅ Jiaxin Zhang ⋅ Guanhua Chen ⋅ Haiyan Wu ⋅ Xiangyu Zhao ⋅ Lei Ma ⋅ Xin Yao ⋅ Shan He ⋅ Xuetao Wei
[ OpenReview] 
Poster
None
Learning to Discriminate Scene Structures Makes Self-Supervised Depth Learning Scalable
Mengtan Zhang ⋅ Yuchuan Cui ⋅ Yu Ma ⋅ Zizhan Guo ⋅ Wei Ye ⋅ Rui Fan
[ OpenReview] 
Poster
None
CineMME: Benchmarking Fine-Grained Perception and Plot Reasoning in Multimodal Large Language Models
Jin Liu ⋅ Dawei Du ⋅ Yexiang Liu ⋅ Sijie Zhu ⋅ Fan Chen ⋅ Junxian Duan ⋅ Huaibo Huang ⋅ Ran He ⋅ Longyin Wen ⋅ Zhenfang Chen
[ OpenReview] 
Poster
None
IntegrityBench: Can LLMs Be Trusted as Co-Scientists? A Research Integrity Benchmark
Sai Sidhanth Manoharan Jayanthi ⋅ Yash Tripathi ⋅ Silu Sharma ⋅ Shivank Garg ⋅ Lin Li
[ OpenReview] 
Poster
None
Constrained Factorization with Diagonal Scaling: Rank-Revealing Training and Pruning
Yikun Hou ⋅ Emrullah Akbas ⋅ Suvrit Sra ⋅ Alp Yurtsever
[ OpenReview] 
Poster
None
Learning Causal Orderings for In-Context Tabular Prediction
Sascha Xu ⋅ Sarah Mameche ⋅ Jilles Vreeken
[ OpenReview] 
Poster
None
Understanding Model Reprogramming: A Reachability and Relabeling Perspective
Zesheng Ye ⋅ Pin-Yu Chen ⋅ Feng Liu
[ OpenReview] 
Poster
None
PixFoundation 2.0: Do Video Multi-Modal LLMs Use Motion in Visual Grounding?
Mennatullah Siam
[ OpenReview] 
Poster
None
Contractive Monoids: The Algebra Behind Stable Residual Propagation in Deep Graph Neural Networks
Rohit Sinha ⋅ Saroj Kumar
[ OpenReview] 
Poster
None
An Efficient Cross-modal Feature Reconstruction Model for Multimodal Multi-class Anomaly Detection
Zhenghan Wang ⋅ Zhihui Luo ⋅ Haitao Hu ⋅ Wengang Cheng
[ OpenReview] 
Poster
None
Generalized Influence Functions for Better Model Change Estimates
Hyeonsu Lyu ⋅ Jonggyu Jang ⋅ Sehyun Ryu ⋅ Hyun Jong Yang
[ OpenReview] 
Poster
None
TerraMesh-Masks: Open‑Vocabulary Segmentation for Earth Observation
Benedikt Blumenstiel ⋅ Hugues Devimeux ⋅ Johannes Jakubik ⋅ Konrad Schindler
[ OpenReview] 
Poster
None
Transformers Can Learn Multiclass Classification In-Context: Isotropy Governs Generalization
Daehan Yoon ⋅ Chulhee Yun
[ OpenReview] 
Poster
None
Efficient Tree Draft for Long-Context Speculative Decoding
Brian J Chan ⋅ Ning-Chi Huang ⋅ Kai-Chiang Wu
[ OpenReview] 
Poster
None
Communication-Efficient Federated Learning of Latent Patient Representations from Multi-Institutional EHRs
Zhiyu Yan ⋅ Shiao Liu ⋅ Rahul Mahajan ⋅ Anand Viswanathan ⋅ Christopher D Anderson ⋅ Rui Duan
[ OpenReview] 
Poster
None
When Does Graph Retrieval Become Answer-Supporting Evidence? A Diagnostic Audit of GraphRAG
Chenghua Duan ⋅ Zhuo Wang ⋅ boheng liu ⋅ Ziyu Li ⋅ Qing Li ⋅ Xiuxing Li ⋅ zhong zhang ⋅ Xia Wu
[ OpenReview] 
Poster
None
Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Bandits
Junghyun Lee ⋅ Yujun Kim ⋅ Chulhee Yun ⋅ Se-Young Yun
[ OpenReview] 
Poster
None
Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLMs
Hoigi Seo ⋅ Byung Hyun Lee ⋅ Minjun Kim ⋅ Dohyun Mah ⋅ Jongho Lee ⋅ Se Young Chun
[ OpenReview] 
Poster
None
ECLIPSE: A Spacecraft Rendezvous Trajectories Dataset with Controlled In-Orbit Lighting Conditions
Nidhal Chenni ⋅ Arunkumar Rathinam ⋅ Abid Ali ⋅ Djamila Aouada
[ OpenReview] 
Poster
None
CELEUS: Certifiable and Efficient LLM Evaluation via E-Processes
Zhijian Zhou ⋅ Zesheng Ye ⋅ Zhaorun Chen ⋅ Bo Li ⋅ Feng Liu
[ OpenReview] 
Poster
None
Combating Data Laundering in LLM Training
Muxing Li ⋅ Zesheng Ye ⋅ Sharon Li ⋅ Feng Liu
[ OpenReview] 
Poster
None
ProbMedTOD: A Bayesian Network Guided Task-Oriented Dialogue System for Patient History Taking
Vishal V Saley ⋅ Bhavesh Gurnani ⋅ Dinesh Raghu ⋅ Mausam
[ OpenReview] 
Poster
None
Label-Efficient Dataset Pruning via Semi-Supervised Pseudo-Labeling
Yeseul Cho ⋅ Baekrok Shin ⋅ Changmin Kang ⋅ Chulhee Yun
[ OpenReview] 
Poster
None
Positional Encoding and Prompt-Order Sensitivity in In-Context Learning
Zhijie Wang ⋅ Bo Jiang ⋅ Shuai Li
[ OpenReview] 
Poster
None
Provably Efficient Regularized Online RLHF with Generalized Bilinear Preferences
Junghyun Lee ⋅ Minju Hong ⋅ Kwang-Sung Jun ⋅ Chulhee Yun ⋅ Se-Young Yun
[ OpenReview] 
Poster
None
Q-ARVD: Quantizing Autoregressive Video Diffusion Models
Siao Tang ⋅ Xinyin Ma ⋅ Gongfan Fang ⋅ Xingyi Yang ⋅ Xinchao Wang
[ OpenReview] 
Poster
None
A$^3$Bench: A Benchmark for Compositional Reasoning over Aggressive Interactions in Videos
Austin C Baker ⋅ Raiyaan Abdullah ⋅ Daniel Z Yoffe ⋅ Shruti Vyas ⋅ Yogesh Rawat
[ OpenReview] 
Poster
None
FlowBank: Query-Adaptive Agentic Workflows Optimization through Precompute-and-Reuse
Lingzhi Yuan ⋅ Chenghao Deng ⋅ Fangxu Yu ⋅ Souradip Chakraborty ⋅ Mohammad Rostami ⋅ Furong Huang
[ OpenReview] 
Poster
None
ScaleBITS: Scalable Bitwidth Search for Hardware-Aligned Mixed-Precision LLMs
Xinlin Li ⋅ Timothy Chou ⋅ Joshua W Fromm ⋅ Zichang Liu ⋅ Yunjie Pan ⋅ Christina Fragouli
[ OpenReview] 
Poster
None
Task-Driven Bayesian Experimental Design Yields Singly Intractable Objectives for Joint Policy Training
Tom Rossa ⋅ Angus Phillips ⋅ Thomas Rainforth
[ OpenReview] 
Poster
None
MoBiQuant: Mixture-of-Bits Quantization for Token-Adaptive Any-Precision LLM
Dongwei Wang ⋅ Jinhee Kim ⋅ Seokho Han ⋅ Denis Gudovskiy ⋅ Yohei Nakata ⋅ Tomoyuki Okuno ⋅ KhayTze Peong ⋅ Kang E Jeon ⋅ Jong Hwan Ko ⋅ Yiran Chen ⋅ Huanrui Yang
[ OpenReview] 
Poster
None
DynaFLIP: Rethinking Robotics Perception via Tri-Modal-Dynamics Guided Representation
Jusuk Lee ⋅ Seungjae Lee ⋅ Jonghun Shin ⋅ Hoseong Jung ⋅ Sungha Kim ⋅ Daesol Cho ⋅ H. Jin Kim ⋅ Jia-Bin Huang ⋅ Furong Huang
[ OpenReview] 
Poster
None
Euclidean Score-Based Generative Modeling with Permutation Semantics
Gaël Heck ⋅ Nassim Bourarach ⋅ Sylvie Le Hégarat-Mascle ⋅ Nicolas Lermé
[ OpenReview] 
Poster
None
Knowing When to Ask: Segment-Level Credit Assignment for LLM Tool Use
Abhijit Kumar ⋅ GUIHUA WU ⋅ Mohit Suley
[ OpenReview] 
Poster
None
A Stratified Multi-Rater Evaluation of LLM-Based Virtual Standardized Patients with a Deployed Data-Generation Platform
Yongjin Yi ⋅ JIn Yong Park ⋅ Sejoong Kim
[ OpenReview] 
Poster
None
Where Do We (Not) Need Temporal Context in Low-Resource Video Task Adaptation?
Luc Sträter ⋅ Hazel Doughty
[ OpenReview] 
Poster
None
Conditional Evaluation of Language Models with Cheap Auxiliary Signals
Zhi Zhang ⋅ Lingfeng Lyu ⋅ Yue Kang ⋅ Doudou Zhou
[ OpenReview] 
Poster
None
OfficeInstruct: A Dataset for Tool-Augmented Office Agents on Long-Trajectory Generative Tasks
Weikai Xu ⋅ Zhizheng Jiang ⋅ Lushuo Jiang ⋅ Kun Huang ⋅ Yuxuan Liu ⋅ Pengzhi Gao ⋅ Wei Liu ⋅ Jian Luan ⋅ Xiaolin Hu ⋅ Bo An
[ OpenReview] 
Poster
None
Mamba Flow Matching Neural Processes: Linear-Time Inference for Irregularly Observed Spatial Fields
Cosmo N Santoni ⋅ Giovanni Charles ⋅ Timothy James Hitge ⋅ Oliver Watson ⋅ Elizaveta Semenova
[ OpenReview] 
Poster
None
Arena-T2I Hard: Benchmarking and Improving Faithfulness with Dependency-Aware Checklist Rewards
Yuanhao Ban ⋅ Tong Xie ⋅ Sohyun An ⋅ Yunqi Hong ⋅ Evan Frick ⋅ I-Hung Hsu ⋅ Wei-Lin Chiang ⋅ Ion Stoica ⋅ Cho-Jui Hsieh
[ OpenReview] 
Poster
None
Spectral Rank Calibration for Continual LoRA Merging in Multimodal Large Language Models
Chenrui Wu ⋅ Haishuai Wang ⋅ Jiajun Bu ⋅ Jiangchuan Liu
[ OpenReview] 
Poster
None
Event-Grounded Sparse Autoencoders for Vision-Language-Action Policies
Xinchen Jin ⋅ Aditya Chatterjee ⋅ Pranav Kumar ⋅ Rohan Paleja
[ OpenReview] 
Poster
None
Evaluating Uncertainty Calibration in Probabilistic Time Series Foundation Models
Thomas Decker ⋅ Volker Tresp
[ OpenReview] 
Poster
None
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
Hao Liang ⋅ Qihan Lin ⋅ Mingrui Chen ⋅ Hengyi Feng ⋅ ZhaoYang Han ⋅ Xiaochen Ma ⋅ Zhen H Wong ⋅ Meiyi Qiang ⋅ Linzhuang Sun ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
PIS: Pose-Interpolation Smoothness for Skinning Weight Refinement
Shaofeng Yin ⋅ Ting Lei ⋅ Yang Liu
[ OpenReview] 
Poster
None
From Static Geometry to Dynamical Singularity: Detecting Memorization in Diffusion Models via Score Evolution
Jeonseong Kim ⋅ Chenglin Fan
[ OpenReview] 
Poster
None
DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models
Amin Karimi Monsefi ⋅ Dominic Culver ⋅ Nikhil Bhendawade ⋅ Lokesh Boominathan ⋅ Manuel R Ciosici ⋅ Yizhe Zhang ⋅ Irina Belousova
[ OpenReview] 
Poster
None
Understanding the Convergence of Direct Training of SNNs with Surrogate Gradients
Zelin Wei ⋅ Tianxing Man ⋅ Wanli Shi ⋅ Bin Gu
[ OpenReview] 
Poster
None
SPLICE: Structured Prompt Local Iterative Combinatorial Evolution
Anish Acharya ⋅ Phillip Studans ⋅ Amit Dhanda ⋅ Ninad V Rao ⋅ Vishal A Khatri ⋅ Sina A Niaki ⋅ Brian Verkhovsky
[ OpenReview] 
Poster
None
Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation
Amin Karimi Monsefi ⋅ Dominic Culver ⋅ Nikhil Bhendawade ⋅ Manuel R Ciosici ⋅ Yizhe Zhang ⋅ Irina Belousova
[ OpenReview] 
Poster
None
Working with AI: Measuring the Applicability of Generative AI to Occupations
Kiran Tomlinson ⋅ Sonia Jaffe ⋅ Will Wang ⋅ Scott Counts ⋅ Siddharth Suri
[ OpenReview] 
Poster
None
Does Weight Decay Enhance Training Stability?
Marius Sæther ⋅ Amir Kolić ⋅ Pierfrancesco Beneventano ⋅ Tomaso Poggio
[ OpenReview] 
Poster
None
Patch4Patch: Restoring Structural Connectivity in Patch-based Vision Encoders
Yaqi Zhang ⋅ Shuntian Yao ⋅ Niantai Qu ⋅ Runguo Chen ⋅ Hanyu Lai ⋅ Ningxin Su ⋅ Li Sun ⋅ Sen Su
[ OpenReview] 
Poster
None
LADDERS: Length-Aware Data Distribution and Existing-Response Speculation for Fast RL Rollout Generation
Shengpeng Yin ⋅ Hui-Ling Zhen ⋅ Xing Li ⋅ Mingxuan Yuan ⋅ Zishuo Wang ⋅ Yuxin Peng
[ OpenReview] 
Poster
None
MARBLE: an Agent Benchmark for Spatial Reasoning and Visual Abstraction
Yulun Jiang ⋅ Naël Ouerghemi ⋅ Yekun Chai ⋅ Maria Brbic ⋅ Michael Moor
[ OpenReview] 
Poster
None
Safe-Fair MACPO: Burden-Fair Constrained Policy Optimization for Safe Multi-Agent Reinforcement Learning
Ankita Kushwaha ⋅ KIRAN RAVISH ⋅ Preeti ⋅ Pawan Kumar
[ OpenReview] 
Poster
None
Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning
Jintao Zhang ⋅ Kai Jiang ⋅ Chendong Xiang ⋅ Weiqi Feng ⋅ Yuezhou Hu ⋅ Haocheng Xi ⋅ Shuo Yang ⋅ Mengfei Xia ⋅ Jianfei Chen ⋅ Jun Zhu
[ OpenReview] 
Poster
None
PhysEval: Quantifying the Gap Between Video Generation and World Physical Laws
Hongchu Zeng ⋅ Sijing Wu ⋅ Yanhan Zhou ⋅ Yunhao Li ⋅ Huiyu Duan ⋅ Yucheng Zhu ⋅ Xiongkuo Min ⋅ Guangtao Zhai
[ OpenReview] 
Poster
None
RankVQ: Low-Rank Parameterized Commutative Vector Quantization for KV Cache Compression
Jianglin Zhou ⋅ Huaming Wu ⋅ Huijun Tang
[ OpenReview] 
Poster
None
Actionable Hallucination Detection: Translating Latent Uncertainty into Agentic Critique
Sanidhya Vijayvargiya ⋅ Rahul Lokesh
[ OpenReview] 
Poster
None
A Large-Scale Multi-Source Dataset Linking Hacker Community Discourse to the CVE Vulnerability Lifecycle
Benjamin M Ampel ⋅ Sagar Samtani
[ OpenReview] 
Poster
None
Jacobian Descent for Multi-Objective Optimization
Pierre Quinton ⋅ Valérian Rey
[ OpenReview] 
Poster
None
Soft Contamination Means Benchmarks Test Shallow Generalization
Ari Spiesberger ⋅ Juan J Vazquez ⋅ Nicky Pochinkov ⋅ Tomáš Gavenčiak ⋅ Peli Grietzer ⋅ Gavin Leech ⋅ Nandi Schoots
[ OpenReview] 
Poster
None
OBLIQ-Bench: Exposing Overlooked Bottlenecks in Modern Retrievers with Latent and Implicit Queries
Diane Tchuindjo ⋅ Devavrat Shah ⋅ Omar Khattab
[ OpenReview] 
Poster
None
Context as Low-Rank Weights: Bounded Parametric Dynamic Memory for Unbounded Context
Xiangyu Zhang ⋅ Yu Zhou ⋅ Taolue Chen
[ OpenReview] 
Poster
None
ManifoldCache: Training-Free Diffusion Acceleration via Constraint Manifold Caching
Prashant Pandey ⋅ Devineni S Chowdary ⋅ Brejesh Lall
[ OpenReview] 
Poster
None
KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards
Pengfei Li ⋅ Naufal Suryanto ⋅ Sicheng Zhang ⋅ Muhammad Muzammal Naseer
[ OpenReview] 
Poster
None
BayesJudge: Uncertainty-Aware Bayesian Meta-Evaluation of Human and LLM Judgments
Jiahao Zhang ⋅ Pengbin Feng ⋅ Chunlei Meng ⋅ Hang He ⋅ Tianyong Hao
[ OpenReview] 
Poster
None
Efficient Decoder Scaling Strategy for Constructive Neural Routing Solvers
Qing Luo ⋅ Fu Luo ⋅ Ke LI ⋅ Zhenkun Wang
[ OpenReview] 
Poster
None
Learning Cost-Efficient Autoscaling for Latency-Constrained Disaggregated LLM Serving
Fu Luo ⋅ Binbin Chen ⋅ Qing Luo ⋅ Linhui Xu ⋅ Tieying Zhang ⋅ Zhenkun Wang
[ OpenReview] 
Poster
None
Benign Reinforcement Learning Can Amplify Latent Backdoors
Chen Lai ⋅ Javier Rando ⋅ Nicholas Carlini ⋅ Yiming Zhang
[ OpenReview] 
Poster
None
Test-Time Graph Recalibration: Enhancing Robust Zero-Shot Inference for Graph Foundation Models
Chunchun Chen ⋅ Zhen Luo ⋅ Xing Wei ⋅ Yuxing Zhang ⋅ Xiaofeng Cao ⋅ Rui Fan ⋅ Ambuj K Singh ⋅ Wei Ye
[ OpenReview] 
Poster
None
Asymmetric Invertible Threat: Learning Reversible Privacy Defense for Face Recognition
Jiabei Zhang ⋅ Ziyuan Yang ⋅ Andrew Beng Jin Teoh ⋅ Yi Zhang
[ OpenReview] 
Poster
None
SWE-Git-Bench: A Focused Worktree-Level Benchmark for Real Merge Conflict Resolution
Wei Zhang ⋅ Jian Yang ⋅ jiajun wu ⋅ Zidan Tang ⋅ Siwei Wu
[ OpenReview] 
Poster
None
Active Memory Feedback Loop for Fast–Slow Dynamics in Liquid Neural Networks
Bishal Swain ⋅ Joonhyeon Bae ⋅ Jaepil Ko
[ OpenReview] 
Poster
None
ASQ: Agent-guided Semantic-aware Quantization for Large Language Models
Seungdong Yoa ⋅ Ye Seul Sim ⋅ Suhee Yoon ⋅ Sanghyu Yoon ⋅ Dongmin Kim ⋅ Soonyoung Lee ⋅ Junhyun Lee ⋅ Bumsoo Kim
[ OpenReview] 
Poster
None
Efficient Diffusion Policy Fine Tuning with Latent Noise Representation Bridging
Yuanchu Liang ⋅ Yue Yang ⋅ An-Chi He ⋅ Hanna Kurniawati
[ OpenReview] 
Poster
None
Reasoning-Aware Relational Representation Learning for Open-Vocabulary Scene Graph Generation
jiawei xiao ⋅ Boya Wang ⋅ Longtian Qiu ⋅ Shan Ning ⋅ Xuming He
[ OpenReview] 
Poster
None
AME-TS: Anchored Mixture-of-Experts for Time Series Forecasting
Rui Wang ⋅ Renhao Xue ⋅ Ray Razi ⋅ Huan Song ⋅ Hannah Marlowe
[ OpenReview] 
Poster
None
DAWN: Dependency-Aware Fast Inference for Diffusion LLMs
Lizhuo Luo ⋅ Zhuoran Shi ⋅ Jiajun Luo ⋅ Zhi Wang ⋅ Shen Ren ⋅ Wenya Wang ⋅ Tianwei Zhang
[ OpenReview] 
Poster
None
VLAN: Vision-Language Accessible Navigation
Jie Hu ⋅ Yu Zheng ⋅ Wenzhi Wu ⋅ Weixing Feng ⋅ Cunlei Cheng ⋅ Jiaming Zhang
[ OpenReview] 
Poster
None
OccStress: Stress-Testing the 4D Occupancy Forecasting Chain
Yu Zheng ⋅ Jie Hu ⋅ Jiaqi Xiong ⋅ Ruiping Liu ⋅ Junwei Zheng ⋅ Kailun Yang ⋅ Jiaming Zhang
[ OpenReview] 
Poster
None
SCALECUA : Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL
Bowen Lv ⋅ Xiao Liu ⋅ Yanyu Ren ⋅ Hanyu Lai ⋅ Bohao Jing ⋅ Hanchen Zhang ⋅ Yanxiao Zhao ⋅ Shuntian Yao ⋅ Jie Tang ⋅ Yuxiao Dong
[ OpenReview] 
Poster
None
The Price of Locality: Why Forward-Forward Underperforms Backpropagation?
Zhaoxian Wu ⋅ Haichuan Liu ⋅ Tianyi Chen
[ OpenReview] 
Poster
None
Too Smart to Teach: The Articulability Ceiling in Language Models
Shervin Ghasemlou
[ OpenReview] 
Poster
None
AM-Bench: A Unified Taxonomy and Evaluation Suite for Agentic Misalignment
Eric Zhang ⋅ Terry J Zhang ⋅ Chijioke Ugwuanyi ⋅ Jerick Shi ⋅ Bernhard Schölkopf ⋅ Zhijing Jin
[ OpenReview] 
Poster
None
Cross-Family Universality of Behavioral Axes via Anchor-Projected Representations
Su-Hyeon Kim ⋅ Yo-Sub Han
[ OpenReview] 
Poster
None
Sparsely Wired Mortal LLM Inference
Mincheol Park ⋅ Sunwoo Lee ⋅ Sukjin Lee ⋅ Wooram Yang ⋅ Yongmin Tai ⋅ Sang Joon Kim ⋅ Jaehoon Yu
[ OpenReview] 
Poster
None
ChartArena: A Unified Benchmark with Atomic-Primitive Reasoning for Chart Parsing
Shangpin Peng ⋅ Gengluo Li ⋅ Xingyu Wan ⋅ Chengquan Zhang ⋅ Hao Feng ⋅ Binghong Wu ⋅ Huawen Shen ⋅ Weinong Wang ⋅ Ziyi Cai ⋅ Zhuotao Tian ⋅ Han Hu ⋅ Can Ma ⋅ Yu Zhou
[ OpenReview] 
Poster
None
Cross-Foundation Complementary Learning Systems for Continual Test-Time Adaptation in Open-Vocabulary Semantic Segmentation
Guan-Yu Chen ⋅ Wei-Hua Li ⋅ Huei-Fang Yang ⋅ Chu-Song Chen
[ OpenReview] 
Poster
None
Composable Causality: A Toolkit for Systematic Time-Series Causal Discovery and Treatment-Effect Benchmarking
Muhammad Hasan Ferdous ⋅ Md Osman Gani
[ OpenReview] 
Poster
None
VLS: A Vision-Language-Shape Model for Open-Vocabulary Partonomic 3D Reconstruction
Xiaoqian Ruan ⋅ Pei Yu ⋅ Dian Jia ⋅ Hyeonjeong Park ⋅ Peixi Xiong ⋅ Wei Tang
[ OpenReview] 
Poster
None
Beyond Risky Activities: Bridging the Supervision Gap for Situational Risk Reasoning
Zelin Li ⋅ Yifan Liu ⋅ Ruichen Yao ⋅ Yaokun Liu ⋅ Rahul Gupta ⋅ Dong Wang
[ OpenReview] 
Poster
None
GeoPMR: Preserving Relational and Hierarchical Geometry in Multimodal Molecular Representation Learning
Lusheng Li ⋅ Menglin Yang
[ OpenReview] 
Poster
None
The Sharp Directions Are Against You: Curvature Analysis of Activation Steering
Seyedarmin Azizi ⋅ Arya Fayyazi ⋅ Parsa Razmara ⋅ Erfan Baghaei Potraghloo ⋅ Souvik Kundu ⋅ Massoud Pedram
[ OpenReview] 
Poster
None
Mirror descent actor-critic methods for entropy regularised MDPs in general spaces: stability and convergence
Denis Zorba ⋅ David Siska ⋅ Lukasz Szpruch
[ OpenReview] 
Poster
None
CLIOPATRA: Extracting Private Information from LLM Insights
Meenatchi Sundaram Muthu Selva Annamalai ⋅ Emiliano De Cristofaro ⋅ Peter Kairouz
[ OpenReview] 
Poster
None
C-GRPO: Conformal Group Relative Policy Optimization
Arya Fayyazi ⋅ Seyedarmin Azizi ⋅ Mehdi Kamal ⋅ Massoud Pedram
[ OpenReview] 
Poster
None
Offloading Score: Measuring AI Reliance through Counterfactual Workflows
Vishakh Padmakumar ⋅ Lujain Ibrahim ⋅ Zora Wang ⋅ Jennifer Wang ⋅ Q.Vera Liao ⋅ Diyi Yang
[ OpenReview] 
Poster
None
A Unified Framework for Adversary-Aware Differential Privacy Bounds
Marika Swanberg ⋅ Meenatchi Sundaram Muthu Selva Annamalai ⋅ Jamie Hayes ⋅ Borja Balle ⋅ Adam Smith
[ OpenReview] 
Poster
None
mRNABench: A curated benchmark for mature mRNA property and function prediction
Ruian (Ian) Shi ⋅ Taykhoom Dalal ⋅ Philip Fradkin ⋅ Divya Koyyalagunta ⋅ Simran Chhabria ⋅ Andrew Jung ⋅ Cyrus L Tam ⋅ Defne Ceyhan ⋅ Jessica Lin ⋅ Kaitlin U Laverty ⋅ Ilyes Baali ⋅ Bo Wang ⋅ Quaid Morris
[ OpenReview] 
Poster
None
A Locally Tokenized Generative Model for Robust Time-Series Watermarking
Dongbin Kim ⋅ Geonwoo Shin ⋅ Yujin Choi ⋅ Soyeon Park ⋅ Jaewook Lee
[ OpenReview] 
Poster
None
Uncovering and Shaping the Latent Representation of 3D Scene Topology in Vision-Language Models
Haoming Wang ⋅ Wei Gao
[ OpenReview] 
Poster
None
Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?
Ming Zhong ⋅ Stacy Li ⋅ Nicholas Carlini ⋅ Matthew Jagielski
[ OpenReview] 
Poster
None
Interactive 4D Volumetric Liquid Forecasting under Moving-Solid Interaction
Jongwon Ryu ⋅ Sunjae Yoon ⋅ Junyeong Kim
[ OpenReview] 
Poster
None
Controlling for Omitted Variable Bias in Deep Neural Networks
Manuel Pfeuffer ⋅ Roshan P Rane ⋅ Kerstin Ritter ⋅ Sonja Greven
[ OpenReview] 
Poster
None
DataFlex: A Unified Benchmark and Evaluation Platform for Data-Centric Training of Large Language Models
Hao Liang ⋅ Zhengyang Zhao ⋅ Mingrui Chen ⋅ Meiyi Qiang ⋅ Lu Ma ⋅ Rongyi YU ⋅ Hengyi Feng ⋅ Shixuan Sun ⋅ Zimo Meng ⋅ Xiaochen Ma ⋅ Xuanlin Yang ⋅ Qifeng Cai ⋅ Ruichuan An ⋅ Bohan Zeng ⋅ Zhen H Wong ⋅ Chengyu Shen ⋅ Runming He ⋅ ZhaoYang Han ⋅ Yaowei Zheng ⋅ Fangcheng Fu ⋅ Conghui He ⋅ Bin CUI ⋅ Zhiyu li ⋅ Weinan E ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory
Shuai Yang ⋅ Bingjie Gao ⋅ Ziwei Liu ⋅ Jiaqi Wang ⋅ Dahua Lin ⋅ Tong Wu
[ OpenReview] 
Poster
None
DyCoRM: Dynamic Criterion-Aware Reward Modeling for Text-to-Image Generation
Jiaying Qian ⋅ Ziheng Jia ⋅ Qian Zhang ⋅ Zicheng Zhang ⋅ Jiayi Guo ⋅ Junqi Zhang ⋅ Guangtao Zhai ⋅ Xiongkuo Min
[ OpenReview] 
Poster
None
Surprisingly consistent failures of post-hoc OOD detectors reveal security concerns in open-set recognition with modern CNNs and ViTs, stemming from representation mismatch
Kamil Szyc ⋅ Tomasz Walkowiak ⋅ Henryk Maciejewski
[ OpenReview] 
Poster
None
SiliconBench: Speed, Memory, and Fidelity for LLM Inference on Apple Silicon
Ranran H Zhang ⋅ Aysa Fan ⋅ David M Correia ⋅ Alex Cheema ⋅ Rui Zhang
[ OpenReview] 
Poster
None
Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression
Shuochen Chang ⋅ Qingyang Liu ⋅ Shaobo Wang ⋅ Bingjie Gao ⋅ Qianli Ma ⋅ Haonan Zhao ⋅ Yibo Miao ⋅ Yulin Sun ⋅ Zelin Peng ⋅ Jiangtong Li ⋅ Li Niu
[ OpenReview] 
Poster
None
InvestigationWorlds: An Agentic Environment for Legal Investigation
Albert Sun ⋅ Andrew J Benard ⋅ Sil Hamilton ⋅ Anna T Marcelo ⋅ Yong J Kim ⋅ Carl-Leander Henneking ⋅ Rundong Hu ⋅ Yuhong Wang ⋅ David Mimno ⋅ Bishan Yang ⋅ Igor Labutov
[ OpenReview] 
Poster
None
Political Neutrality as Balanced Approval: A Large-Scale Human Evaluation of AI Responses
Jonathan Stray ⋅ David Yang ⋅ Steven Luo ⋅ Miu N Takagi ⋅ Serina Chang
[ OpenReview] 
Poster
None
Intrinsically Interpretable Attention via Sparse Post-Training
Florent Draye ⋅ Anson Lei ⋅ Hsiao-Ru Pan ⋅ Ingmar Posner ⋅ Bernhard Schölkopf
[ OpenReview] 
Poster
None
Beyond Bag-of-Words: Diagnosing Compositional Binding Failures in Vision-Language Models
Cristian Sbrolli ⋅ Toshihiko Yamasaki ⋅ Matteo Matteucci
[ OpenReview] 
Poster
None
Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance
Ziyun Zeng ⋅ Yiqi Lin ⋅ Guoqiang Liang ⋅ Mike Zheng Shou
[ OpenReview] 
Poster
None
Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings
Shubhang Bhatnagar ⋅ Dheeraj Baiju ⋅ Narendra Ahuja
[ OpenReview] 
Poster
None
Rethinking Rubric Generation for Improving LLM Judge and Reward Modeling for Open-ended Tasks
William Shen ⋅ Xinchi Qiu ⋅ Chenxi Whitehouse ⋅ Lisa Alazraki ⋅ Shashwat Goel ⋅ Francesco Barbieri ⋅ Timon Willi ⋅ Akhil Mathur ⋅ Ilias Leontiadis
[ OpenReview] 
Poster
None
MCPHallu: Benchmarking Reasoning, Execution, and Memory Hallucinations in MCP Agents
Yizhen Jiang ⋅ Haowei Guo ⋅ Tianyi Bai ⋅ Zengjie Hu ⋅ Lu Ma ⋅ Zhengyang Zhao ⋅ Haoze Sun ⋅ Peng Pei ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
Long Video Instructional Editing in the Wild
Yiqi Lin ⋅ Guoqiang Liang ⋅ Ziyun Zeng ⋅ Zechen Bai ⋅ Yanzhe Chen ⋅ Mike Zheng Shou
[ OpenReview] 
Poster
None
Complementing DINO Features with Image Structure for Part Discovery
Samyak Rawlekar ⋅ Nikhil C Paleti ⋅ Amey Gupta ⋅ Narendra Ahuja
[ OpenReview] 
Poster
None
Interpreting Neural Combinatorial Optimization via Evolving Programmatic Bottlenecks
Haocheng Duan ⋅ Yuxin Guo ⋅ Jieyi Bi ⋅ Anqi Xie ⋅ Sirui Li ⋅ Yining Ma ⋅ Cathy Wu
[ OpenReview] 
Poster
None
Neural‑Visual Decoding via Cognitive‑guided Adaptive Blurring and Information‑Constrained Alignment
Fan Yin ⋅ Chuhang Zheng ⋅ Peiliang Gong ⋅ Donghai Guan ⋅ Qi Zhu
[ OpenReview] 
Poster
None
Understanding the Interplay between Memorization and Learning in Large Language Models
Bishwamittra Ghosh ⋅ Soumi Das ⋅ Qinyuan Wu ⋅ Mohammad Aflah Khan ⋅ Krishna Gummadi ⋅ Evimaria Terzi ⋅ Deepak Garg
[ OpenReview] 
Poster
None
Auditing Evidence Framing at NeurIPS: A Decade-Scale Study of Accepted Papers
Jason Godfrey
[ OpenReview] 
Poster
None
ReaLM: A Unified Red-Teaming Benchmark for Physical-World VLMs
Yifei Zhao ⋅ Qian Lou ⋅ Mengxin Zheng
[ OpenReview] 
Poster
None
DialectLLM: A Dialect-Aware Dialog[ue] Generation Framework Beyond Standard American English
Jio Oh ⋅ Paul Vicinanza ⋅ Thomas Butler ⋅ Steven Whang ⋅ Dezhi Hong ⋅ Amani Namboori
[ OpenReview] 
Poster
None
Towards Realistic Conversational Multimodal Instruction Following
Kaiwen Tuo ⋅ Congcong Wang ⋅ Shuai Dong ⋅ Hongrui Wu ⋅ Siyuan Wang ⋅ Xuefeng Yin ⋅ Yuhang Cao ⋅ Nan Duan ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
MOOD: Benchmarking Post-Hoc OOD Detection for Materials Property Prediction
Shirley X Yu ⋅ Amey P Pasarkar ⋅ Adji Bousso Dieng
[ OpenReview] 
Poster
None
Agentic AI Scientists Are Not Built For Autonomous Scientific Discovery
Harshit Bisht ⋅ Vinay Kumar ⋅ Kevin Maik Jablonka ⋅ Mausam ⋅ N M Anoop Krishnan
[ OpenReview] 
Poster
None
ListQA: A Benchmark for Evaluating List-Formatted Factual Knowledge Retrieval in Large Language Models
Mayank Kulkarni ⋅ Rakesh Vaideeswaran
[ OpenReview] 
Poster
None
VIPBench: A Human-Aligned Benchmark for Voice Identity Perception in the Age of Voice Cloning
Xudong Tang ⋅ Matthew Groh
[ OpenReview] 
Poster
None
Fast, Relaxation‑ and Hyperparameter‑Free Pairwise Worst-Case Class Separation
Mohammad M Omati ⋅ Arash Amini ⋅ Nezam Mahdavi-Amiri
[ OpenReview] 
Poster
None
Objective Shaping with Hard Negatives: Windowed Partial AUC Optimization for RL-based LLM Recommenders
Wentao Shi ⋅ Qifan Wang ⋅ Chen Chen ⋅ Fei Liu ⋅ Dongfang Liu ⋅ Xu Liu ⋅ Wanli Ma ⋅ Junfeng Pan ⋅ Linhong Zhu ⋅ Fuli Feng
[ OpenReview] 
Poster
None
Exact Combinatorial Optimization for Partial Permutation Synchronization
Mohammad M Omati ⋅ Arash Amini
[ OpenReview] 
Poster
None
Online Conformal Abstention for Factuality Control Under Adversarial Bandit Feedback
Minjae Lee ⋅ Yoonjae Jung ⋅ Sangdon Park
[ OpenReview] 
Poster
None
ShadowBench: Exposing Lexical Anchoring and the Illusion of Forgetting in Large Language Models
Sujan Maharjan ⋅ Lu
[ OpenReview] 
Poster
None
TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development
Jiarui Yan ⋅ Weiwei Sun ⋅ Sijie Li ⋅ Wenhan Li ⋅ Yiming Yang
[ OpenReview] 
Poster
None
DAG-Biased Graph Learning for Multimodal Survival on EHR
Munib Mesinovic ⋅ Tingting Zhu
[ OpenReview] 
Poster
None
The Commit-Abstain Circuit: Why Language Models Hallucinate Instead of Abstaining
Vy Nguyen ⋅ Ziqi Xu ⋅ Jeffrey Chan ⋅ Estrid He ⋅ Feng Xia ⋅ Renqiang Luo ⋅ Erik Cambria ⋅ Xiuzhen Zhang
[ OpenReview] 
Poster
None
FinMTM: A Multi-Turn Multimodal Benchmark for Financial Reasoning and Agent Evaluation
Chenxi Zhang ⋅ Ziliang Gan ⋅ Liyun Zhu ⋅ Youwei Pang ⋅ Qing Zhang ⋅ Rongjunchen Zhang
[ OpenReview] 
Poster
None
Standing on the Shoulders of Giants: Rethinking EEG Foundation Model Pretraining via Multi-Teacher Distillation
Chenqi Li ⋅ Yu Liu ⋅ Shuo Zhang ⋅ Timothy Denison ⋅ Tingting Zhu
[ OpenReview] 
Poster
None
Jacobian Scopes: A Unified Geometric Framework for Token-Level LLM Attributions
Toni Liu ⋅ Baran Zadeoğlu ⋅ Nicolas Boulle ⋅ Raphaël Sarfati ⋅ Gurbir Arora ⋅ Christopher Earls
[ OpenReview] 
Poster
None
Meow-Omni 1: A Multimodal Large Language Model for Feline Ethology
Jucheng Hu ⋅ Zhangquan Chen ⋅ Yulin Chen ⋅ Chengjie Hong ⋅ Liang Zhou ⋅ Tairan Wang ⋅ Sifei Li ⋅ Giulio Zhu ⋅ Feng Zhou ⋅ Yiheng Zeng ⋅ Suorong Yang ⋅ Dongzhan Zhou
[ OpenReview] 
Poster
None
SpaG-DiT: Enhancing Spatial Grounding for Diffusion Transformers
Zongliang Wu ⋅ Benlei Cui ⋅ Longtao Huang ⋅ Xiaoqian Xia ⋅ Yupeng Cao ⋅ Hui Xue' ⋅ Tuo Chen ⋅ Haiwen Hong ⋅ Xin Yuan
[ OpenReview] 
Poster
None
Touch-R1: Reinforcing Touch Reasoning in MLLMs
Yingxin Lai ⋅ Yafei Zhou ⋅ Fucai Zhu ⋅ Siyu Zhu ⋅ Weihao Yuan
[ OpenReview] 
Poster
None
LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL
Yujin Kim ⋅ Namgyu Ho ⋅ Sangmin Hwang ⋅ Joonkee Kim ⋅ Yongjin Yang ⋅ Sangmin Bae ⋅ Seungone Kim ⋅ Jaehun Jung ⋅ Se-Young Yun ⋅ Hwanjun Song
[ OpenReview] 
Poster
None
RESBev: Making BEV Perception More Robust
Lifeng Zhuo ⋅ Kefan Jin ⋅ Zhe Liu ⋅ Hesheng Wang
[ OpenReview] 
Poster
None
A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts
Claudio Claros-Olivares ⋅ Austin Brockmeier
[ OpenReview] 
Poster
None
ARROW: Augmented Replay for RObust World models
Abdulaziz Alyahya ⋅ Abdallah Al Siyabi ⋅ Markus R. Ernst ⋅ Luke Yang ⋅ Levin Kuhlmann ⋅ Gideon Kowadlo
Poster
None
CogBench: Evaluating Cognitive-Level Control in LLM Question Generation
Mourya Teja Kunuku
[ OpenReview] 
Poster
None
BASTION: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting
Soowon Oh ⋅ Nam Cao ⋅ Yujin Kim ⋅ Hojung Jung ⋅ Huzama Ahmad ⋅ Sangmin Bae ⋅ Se-Young Yun
[ OpenReview] 
Poster
None
Many Benign Errors are Better than A Few Severe Ones: Evaluating Hallucination Severity
Sanjana Ramprasad ⋅ Pranav Mani ⋅ Chenhao Tan ⋅ Byron Wallace ⋅ Elisa Ferracane
[ OpenReview] 
Poster
None
NEST: Nascent Encoded Steganographic Thoughts
Artem Karpov
[ OpenReview] 
Poster
None
Text-side fragility in contrastive vision-language retrieval
Yanyu Lei
[ OpenReview] 
Poster
None
S-EDL: Eliciting Self-Evidence from Sequence Likelihoods for Semantic Calibration of LLMs
Yawei Li ⋅ Jiazheng Li ⋅ David Rügamer ⋅ Bernd Bischl ⋅ Yulan He ⋅ Mina Rezaei
[ OpenReview] 
Poster
None
Continuous Expert Assembly: Instance-Conditioned Low-Rank Residuals for All-in-One Image Restoration
Haisen He ⋅ XIANGYU ZOU ⋅ SongLin Dong ⋅ Heng Li ⋅ Yihong Gong ⋅ Zhiheng Ma
[ OpenReview] 
Poster
None
When and Why Adversarial Training Improves PINNs: A Neural Tangent Kernel Perspective
Yuandong Cao ⋅ Chi C So ⋅ Jun-Min Wang ⋅ He Wang
[ OpenReview] 
Poster
None
Pygmalion: Bridging Reconstruction and Generation in Sparse Voxel-based 3D Modeling
Guan Luo ⋅ Jing Lin ⋅ Xuanyu Yi ⋅ Jiahang Liu ⋅ Song-Hai Zhang ⋅ Jianfeng Zhang
[ OpenReview] 
Poster
None
No Model Required: Text Entropy Rate Filtering Prevents Iterative Fine-Tuning Collapse
Lewis Mitchell
[ OpenReview] 
Poster
None
TRACE: Trajectory-Aware Conceps for Explainable Video Understanding
Wooil Lee ⋅ Junpyo Hong ⋅ Jongseo Lee ⋅ Tuomas Oikarinen ⋅ Lily Weng ⋅ Jinwoo Choi
[ OpenReview] 
Poster
None
The Power of a Random Sample in Online Algorithms
Omer Wasim ⋅ Sami Davies ⋅ Shallu Tomer ⋅ Rathish Das
[ OpenReview] 
Poster
None
When Are Predictions Enough? An Evaluation Protocol for Frozen Expert Composition
Alessandro Pereira ⋅ Keith J Ransom ⋅ Lewis Mitchell
[ OpenReview] 
Poster
None
TRIAGE: Evaluating Prospective Metacognitive Control in LLMs under Resource Constraints
Zabir Al Nazi ⋅ Shubhashis Roy Dipta
[ OpenReview] 
Poster
None
HiGraph: A Large-Scale Hierarchical Graph Dataset for Malware Analysis
Han Chen ⋅ Hanchen Wang ⋅ Hongmei Chen ⋅ Ying Zhang ⋅ Lu Qin ⋅ Wenjie Zhang
[ OpenReview] 
Poster
None
Deadline-Constrained Dynamic Workflow Scheduling Can be Cast as a Representation Learning Problem
Ya Shen ⋅ Gang Chen ⋅ Hui Ma ⋅ Mengjie Zhang
[ OpenReview] 
Poster
None
Repurposing Video Diffusion Transformers for Cross-View Temporal Object Correspondence
Siyoon Jin ⋅ Dahyun Chung ⋅ Honggyu An ⋅ Sangbeom Lim ⋅ Wonjin Nam ⋅ Jaewoo Jung ⋅ WonJun Moon ⋅ Seungryong Kim
[ OpenReview] 
Poster
None
Information Bottleneck-Guided Adaptive Hypergraph Transformer for Brain Disease Diagnosis
Jingxi Feng ⋅ Xudong Chen ⋅ Yifan Zhang ⋅ Heming Xu ⋅ Hongcheng Han ⋅ Xijing Wang ⋅ Dong Zhang ⋅ Shaoyi Du
[ OpenReview] 
Poster
None
Conveyance: A Versatile Framework for Learning in Structured Class Spaces
Yasser Taha ⋅ Grégoire Montavon ⋅ Nils Körber
[ OpenReview] 
Poster
None
ASH: Agents that Self-Hone via Embodied Learning
Benjamin Schneider ⋅ Xavier Schneider ⋅ Victor Zhong ⋅ Sun Sun
[ OpenReview] 
Poster
None
Efficient, Accurate and Stable Gradients for Neural ODEs
Sam McCallum ⋅ James Foster
[ OpenReview] 
Poster
None
Cyclic Denoising Reveals Ultrastable Memories in Diffusion Models
Rishabh Sharma ⋅ Stefano Martiniani
[ OpenReview] 
Poster
None
Differential Item Functioning as an Item-Level Diagnostic for LLM Benchmarks
Hansol Lee ⋅ Jason B Cho ⋅ Nick Haber ⋅ Benjamin Domingue ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
None
Freeing the Law with LOCUS: A Local Ordinance Corpus for the United States
Denis Peskoff ⋅ Joe Barrow ⋅ Christopher Vu ⋅ Diag Davenport
[ OpenReview] 
Poster
None
ParallelKernelBench: Can LLMs Write Fast Multi-GPU Kernels?
Willy Chan ⋅ Nathan Paek ⋅ Simon Guo ⋅ Simran Arora ⋅ Dan Fu
[ OpenReview] 
Poster
None
Fine-Tuning Language Models to Know What They Know
Sangjun Park ⋅ Elliot Meyerson ⋅ Xin Qiu ⋅ Risto Miikkulainen
[ OpenReview] 
Poster
None
Variational Monte Carlo for Quantum Excited States via Nested Low-Rank Approximation
Minchan Jeong ⋅ Jongha (Jon) Ryu ⋅ Se-Young Yun ⋅ Gregory Wornell
[ OpenReview] 
Poster
None
Toward Efficient Reasoning of Large Language Models via Latent Concept-Pyramid Modeling
Sijia Chen ⋅ Ningxin Su
[ OpenReview] 
Poster
None
Symmetry-Guaranteed Prediction of High-Order Tensor Properties for Crystalline Materials via Irreducible Decomposition
Qiaolin Lu ⋅ Qiang Qu ⋅ Hao Jiang ⋅ Aoni Xu ⋅ Fengwang Li ⋅ Bo Han ⋅ Tongliang Liu ⋅ Yi Chang ⋅ Chengqi Zhang
[ OpenReview] 
Poster
None
PENEX: AdaBoost-Inspired Neural Network Regularization
Klaus-Rudolf Kladny ⋅ Bernhard Schölkopf ⋅ Michael Muehlebach
[ OpenReview] 
Poster
None
ODEWorld: A Continuous Predictive Architecture via Physical-Time Flow
Dongxiu Liu ⋅ Haoyi Niu ⋅ Peng Cheng ⋅ Yuan Gao ⋅ Xirui Kang ⋅ Sangli Teng ⋅ Koushil Sreenath ⋅ Xianyuan Zhan
[ OpenReview] 
Poster
None
MaterialsPilot: An Execution-Feedback Framework for Generative Design of Complex Atomistic Architectures
Qiaolin Lu ⋅ Tongliang Liu ⋅ Qiang Qu ⋅ Bo Han ⋅ Yi Chang ⋅ Chengqi Zhang
[ OpenReview] 
Poster
None
SeqDiCO: Sequence-oriented Diffusion for Scale-Generalizable Neural Combinatorial Optimization
Yu Wang ⋅ Qiaolin Lu ⋅ Yang Wu ⋅ Bohao Qu ⋅ Shirui Pan ⋅ Yi Chang ⋅ Chengqi Zhang
[ OpenReview] 
Poster
None
EgoSurgHands: An Egocentric 3D Hand Pose Dataset & Benchmark for Open-Surgery Training
Ankit Pal ⋅ Guillaume Kugener ⋅ Sofia Volpi ⋅ Joshua Schwartz ⋅ Alex Idarraga ⋅ Pranav Rajpurkar ⋅ Gabriel A Brat
[ OpenReview] 
Poster
None
Population-Aligned Persona Generation for LLM-based Social Simulation
Zhengyu Hu ⋅ Jianxun Lian ⋅ Zheyuan Xiao ⋅ Max Xiong ⋅ Tianfu Wang ⋅ Teng Xiao ⋅ Yuxuan Lei ⋅ Fengqing Jiang ⋅ Kaize Ding ⋅ Ziang Xiao ⋅ Nicholas Jing Yuan ⋅ Xing Xie ⋅ Radha Poovendran
[ OpenReview] 
Poster
None
EpistasisBench: Revealing Structural Limitations of Zero-Shot Protein Language Models
Junan Chen ⋅ jianwen Min ⋅ Liang He ⋅ Yiheng Zhu
[ OpenReview] 
Poster
None
The Narrative Gap: Can LLMs help us Navigate Diverse Narratives Across Languages?
Nikhil Sharma ⋅ Kelly Marchisio ⋅ Kenton Murray ⋅ Ziang Xiao
[ OpenReview] 
Poster
None
MemPlan: Memory-Conditioned PDDL Planning for Partially Observable Text Environments
Tengwei Song ⋅ Robert Hoehndorf
[ OpenReview] 
Poster
None
Sublinear Variational Optimization of Gaussian Mixture Models with Millions to Billions of Parameters
Sebastian Salwig ⋅ Till Kahlke ⋅ Florian Hirschberger ⋅ Dennis Forster ⋅ Jörg Lücke
Poster
None
Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks
David Schmotz ⋅ Luca Beurer-Kellner ⋅ Sahar Abdelnabi ⋅ Maksym Andriushchenko
[ OpenReview] 
Poster
None
ALETHEIA: A Multi-Frequency Eddy Current Pulsed Thermography Dataset for Neural Operator Learning in Nondestructive Testing
Changbin Sun ⋅ Xiaojie ⋅ Xiaotian Chen ⋅ Yuankai Wu
[ OpenReview] 
Poster
None
Winning Lottery Tickets in Neural Networks via a Quantum-Inspired Classical Algorithm
Natsuto Isogai ⋅ Hayata Yamasaki ⋅ Sho Sonoda ⋅ Mio Murao
[ OpenReview] 
Poster
None
Inter-domain Inference for Gaussian Process Variational Autoencoders
Xinxing Shi ⋅ Xiaoyu Jiang ⋅ Mauricio A Álvarez
[ OpenReview] 
Poster
None
Why Learning Rediscovers the Closed-Form Diagonal Regularizer
Jeahn Han ⋅ Pyojin Kim
[ OpenReview] 
Poster
None
RAMA: Resistance-Aware Multi-Hop Aggregation Graph Representation Learning for Robust Ethereum Account Classification
Zhaowei Liu ⋅ zengyang zhang ⋅ HaitaoYang ⋅ Yao Shan ⋅ Xiangfu Zhao ⋅ Yongchao Song
[ OpenReview] 
Poster
None
CrafterDojo: A Suite of Foundation Models for Building Open-Ended Embodied Agents in Crafter
Junyeong Park ⋅ Hyeonseo Cho ⋅ Sungjin Ahn
[ OpenReview] 
Poster
None
Evaluating Epistemic Uncertainty: Beyond OOD Detection and Active Learning
Jakub Paplhám ⋅ Vojtech Franc ⋅ Willem Waegeman ⋅ Eyke Hüllermeier
[ OpenReview] 
Poster
None
OTformer: Non-Stationarity-Aware Adaptive Optimal Transport Attention for Time Series Forecasting
Zhaowei Liu ⋅ Kaixiang Wang ⋅ Sheng Liu ⋅ zengyang zhang ⋅ HaitaoYang ⋅ Rufei Gao ⋅ Zongxing Zhao ⋅ Yao Shan ⋅ Yongchao Song ⋅ Yanwei Yu ⋅ Anzuo Jiang
[ OpenReview] 
Poster
None
Mitigating Label Bias with Interpretable Rubric Embeddings
Calvin Isley ⋅ Johann D Gaebler ⋅ Sharad Goel
[ OpenReview] 
Poster
None
Contrastive Thinking Decoding: Steering Answer Generation in Reasoning Models
Taehyeon Kim ⋅ Youngsoo Jang ⋅ Hyunsoo Lee ⋅ Yu Jin Kim ⋅ Moontae Lee
[ OpenReview] 
Poster
None
xHC: Expanded Hyper-Connections
Xiangdong Zhang ⋅ Xiaohan Qin ⋅ Tuo Dai ⋅ Xiaoming Shi ⋅ Huaijin Wu ⋅ Yebin Yang ⋅ Zhuo Xia ⋅ Shaofeng Zhang ⋅ Yu Wang ⋅ Yu Cheng ⋅ Junchi Yan
[ OpenReview] 
Poster
None
WorldForge: Forging Unified World Modeling into Video Generation
Boming Tan ⋅ Xiangdong Zhang ⋅ Ning Liao ⋅ Jingtao Zhang ⋅ 张雨晴 ⋅ Xiaoqiu Zhong ⋅ Xiaosong Jia ⋅ Xue Yang ⋅ Shaofeng Zhang ⋅ Yanyong Zhang
[ OpenReview] 
Poster
None
DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction
Xiaohan Qin ⋅ Xiangdong Zhang ⋅ Yu Wang ⋅ Huaijin Wu ⋅ Zhuo Xia ⋅ Yebin Yang ⋅ Junchi Yan
[ OpenReview] 
Poster
None
ExpertNavigator: Functionally Coherent Expert Grouping and Pairwise-Ranked Routing for High-Fidelity Dense-to-MoE Conversion
Xiaohan Qin ⋅ Cancheng Zhang ⋅ Xiaoxing Wang ⋅ Xiangdong Zhang ⋅ Yebin Yang ⋅ Ning Liao ⋅ Junchi Yan
[ OpenReview] 
Poster
None
XMNoise2Clean: Cross-Modal Denoising Under Sparse Data
Hirad Yazdankhah ⋅ Chris Metzler
[ OpenReview] 
Poster
None
Predictive Representation Learning for Partially Observed Neural Dynamics
Xinyi Li ⋅ Zhichao Liang ⋅ Hongjun Jiang ⋅ Yian Zhu ⋅ Guanyi Zhao ⋅ Xuejian Yang ⋅ Xiaoqi Chen ⋅ Kexin Lou ⋅ Quanying Liu
[ OpenReview] 
Poster
None
Sharp Non-Asymptotic Analysis of the Penalized Challenger in $\beta$-EB-TCI for Bernoulli Bandits
Nam Nguyen ⋅ Tuan Dam
[ OpenReview] 
Poster
None
ORBIT: A Framework for Multi-Agent Security Evaluations
Ben Hagag ⋅ William L Anderson ⋅ Srija Chakraborty ⋅ Christian Schroeder de Witt
[ OpenReview] 
Poster
None
Diverse Representative Rashomon Sets for Sparse Generalized Additive Models
Varun Babbar ⋅ Christopher Li ⋅ Chudi Zhong ⋅ Cynthia Rudin
[ OpenReview] 
Poster
None
Benchmarking sequence-to-ensemble predictors on UNICORNEdb, a UniProt-grouped database of PDB-derived conformational ensembles
William F Vanderbilt-Fried ⋅ Luka Butskhrikidze ⋅ Benjamin P Brown ⋅ Hassane Mchaourab ⋅ Carlos Oliver
[ OpenReview] 
Poster
None
PMO-Dock: Benchmarking Docking, Specificity, and Generalization in Molecular Optimization
Gor Simonyan ⋅ Tatevik Abrahamyan ⋅ Narek Abelyan ⋅ Tigran Fahradyan ⋅ Hrant Khachatrian
[ OpenReview] 
Poster
None
Approximation Algorithms for GPU Pricing under Finite Capacity
Yaolong Yu ⋅ Hanrui Zhang ⋅ Zeyu Zheng ⋅ Kirthevasan Kandasamy
[ OpenReview] 
Poster
None
GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring
Zechen Li ⋅ Keerthana Natarajan ⋅ Weizhi Zhang ⋅ Simon Lee ⋅ Yuwei Zhang ⋅ Max Xu ⋅ Menglian Zhou ⋅ Zeinab Esmaeilpour ⋅ Flora Salim ⋅ Mark Malhotra ⋅ Lindsey Sunden ⋅ Shwetak Patel ⋅ Yuzhe Yang ⋅ Ahmed Metwally
[ OpenReview] 
Poster
None
GeoFidelity-Bench: Evaluating Block-Conditioned Geographic Fidelity of Street-View Generation
Kaizhen Tan
[ OpenReview] 
Poster
None
LIME: Link-based User-item Interaction Modeling with Decoupled XOR Attention for Efficient Test Time Scaling
Yunjiang Jiang ⋅ Ayush Agarwal ⋅ Yang Liu ⋅ Yihan Wu ⋅ Haoran Liu ⋅ Bi Xue
[ OpenReview] 
Poster
None
LEAP: Library-driven Evolutionary Abstraction Paradigm for Large Language Models
Fanbin Lu ⋅ Chi-Wing Fu ⋅ Jiaya Jia
[ OpenReview] 
Poster
None
RiboC2F: Pose-First Coarse-to-Fine Flow Matching for Protein-Conditioned RNA Co-Design
Dengdeng Huang ⋅ Shikui Tu
[ OpenReview] 
Poster
None
Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction
Yipeng Li ⋅ Ashutosh Hathidara ⋅ Jane Lo ⋅ Harshavardhan Abichandani ⋅ Gunraj Singh ⋅ Atin Ghosh
[ OpenReview] 
Poster
None
Tessellations of Semi-Discrete Flow Matching
Emile Pierret ⋅ Johannes Hertrich ⋅ Samuel Hurault ⋅ Julie Delon
[ OpenReview] 
Poster
None
C2FT: Enhancing Fine-Grained Perception in MLLMs via Confuse-then-Contrast Fine-Tuning
Shaoxuan He ⋅ Benlei Cui ⋅ Shikai Qiu ⋅ Yuwen Zhai ⋅ Hui Xue' ⋅ Longtao Huang ⋅ Jingqun Tang ⋅ Haiwen Hong
[ OpenReview] 
Poster
None
Halt Fast! Early Stopping for Certified Robustness
Andrew Cullen ⋅ Paul Montague ⋅ Benjamin Rubinstein
[ OpenReview] 
Poster
None
What Was That Again? Certified Robustness for Automatic Speech Recognition
Andrew Cullen ⋅ Neil Marchant ⋅ Jiani Xie ⋅ Paul Montague ⋅ Benjamin Rubinstein
[ OpenReview] 
Poster
None
Adversarial Risk in the Generative AI Era Necessitates Dropping the Small Epsilon Ball
Andrew Cullen ⋅ Neil Marchant ⋅ Paul Montague ⋅ Jiani Xie ⋅ Benjamin Rubinstein
[ OpenReview] 
Poster
None
Do Composed Image Retrieval Benchmarks Require Multimodal Composition?
Matteo Attimonelli ⋅ Alessandro De Bellis ⋅ Aryo Gema ⋅ Rohit Saxena ⋅ Monica Sekoyan ⋅ Wai-Chung Kwan ⋅ Claudio Pomo ⋅ Alessandro Suglia ⋅ Dietmar Jannach ⋅ Tommaso Di Noia ⋅ Pasquale Minervini
[ OpenReview] 
Poster
None
Discovering dynamical parameters of synthetic multicellular systems from image sequences
Corey Herr ⋅ Cedric Allier ⋅ Stephan Saalfeld ⋅ Allyson E. Sgro
[ OpenReview] 
Poster
None
EpiPivot: Learning to Control the Simplex Method under Epistemic Uncertainty
Guantao Zhao ⋅ noorizadegan ⋅ Shihao Yang ⋅ Nicoleta Serban
[ OpenReview] 
Poster
None
CME–SpectrumBench: Can LLMs Analyze Condensed Matter Spectral Data?
Wong J Gene ⋅ Anjney Midha ⋅ Joseph Tennyson ⋅ Wei-Lin Chiang ⋅ Ion Stoica ⋅ Zhi-Xun Shen
[ OpenReview] 
Poster
None
MedVIGOR: Visual Evidence Internalization for Observation-Driven Reasoning in Medical VLMs
Yuan Wu ⋅ Jiayu Qian ⋅ Sipeng Wu ⋅ Songpan Gao ⋅ Ruiming Ye ⋅ Zongxian Yang ⋅ JinYue Li ⋅ Qiankun Li ⋅ Yang Liu
[ OpenReview] 
Poster
None
Beyond Spatial and Temporal Priors: A Generalizable Approach for Dense Correspondence Matching
Luping Liu ⋅ Bingyi Kang ⋅ Yifan Wang ⋅ Dong Xu
[ OpenReview] 
Poster
None
PhysFormer: Learning to Simulate Mechanics in World Space
Yiming Chen ⋅ Yushi LAN ⋅ Andrea Vedaldi
[ OpenReview] 
Poster
None
Consistency-Preserving Concept Erasure via Unsafe–Safe Pairing and Directional Fisher-weighted Adaptation
Yongwoo Kim ⋅ Sungmin Cha ⋅ Hyunsoo Kim ⋅ Jaewon Lee ⋅ Donghyun Kim
[ OpenReview] 
Poster
None
A New Framework for Quantum Reinforcement Learning
Alireza Tavakoli ⋅ Mohsen Heidari
[ OpenReview] 
Poster
None
Toward Cognitive Supersensing in Multimodal Large Language Models
Boyi Li ⋅ Yifan Shen ⋅ Yuanzhe Liu ⋅ Yifan Xu ⋅ Jiateng Liu ⋅ Xinzhuo Li ⋅ Zhengyuan Li ⋅ Jingyuan Zhu ⋅ Yunhan Zhong ⋅ Lan Fangzhou ⋅ Jianguo Cao ⋅ James Rehg ⋅ Heng Ji ⋅ Ismini Lourentzou ⋅ Xu Cao
[ OpenReview] 
Poster
None
Eliciting Zero-Shot Named Entity Recognition in Large Language Models via Instruction Semantic Elaboration
Kaiyin Zhou ⋅ zhiyi Song ⋅ Xiangling Fu ⋅ Chenwei Yan ⋅ Xinxin You ⋅ Shaohui Liu ⋅ Ji Wu ⋅ Xien Liu
[ OpenReview] 
Poster
None
Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring
Weixin Guan ⋅ Liang Li ⋅ Jiapeng Liu ⋅ Bing Li ⋅ Peng Fu ⋅ Chengyang Fang ⋅ Xiaoshuai Hao ⋅ Can Ma ⋅ Weiping Wang
[ OpenReview] 
Poster
None
KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for Liability Adjudication Task
Zi-Jian Cheng ⋅ Weiming Wu ⋅ Jie Meng ⋅ Zhen Peng ⋅ Shan Huang ⋅ Tracy Li ⋅ Guobin Wu ⋅ Lan-Zhe Guo
[ OpenReview] 
Poster
None
Unlocking the Duality between Flow and Field Matching
Daniil Shlenskii ⋅ Alexander Varlamov ⋅ Nazar Buzun ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
None
Monotone Inclusion Approach to Weakly Monotone Discrete-Time Finite-Horizon Mean-Field Games
Ugur Aydin ⋅ Tamer Basar ⋅ Naci Saldi
[ OpenReview] 
Poster
None
Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem
Xavier Aramayo-Carrasco ⋅ Maksim Nekrashevich ⋅ Petr Mokrov ⋅ Evgeny Burnaev ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
None
Midpoint Generative Models
Daniil Shlenskii ⋅ Nikita Gushchin ⋅ Lev Novitskiy ⋅ Dmitry V. Dylov ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
None
A Scalable Nonparametric Continuous-Time Survival Model through Numerical Quadrature
Chaeyeon Lee ⋅ Sehwan Kim ⋅ Hyungrok Do
[ OpenReview] 
Poster
None
Sparse Repair in Reasoning Traces: A Structural View of Test-Time Inference
Zhuorui Zhang ⋅ Jianqi Yan ⋅ Shanshan Feng ⋅ Fan LI
[ OpenReview] 
Poster
None
When a Zero-Shooter Cheats: Improving Age Estimation via Activation Steering
Erik Imgrund ⋅ Pia Hanfeld ⋅ Klim Kireev ⋅ Konrad Rieck
[ OpenReview] 
Poster
None
TUBE: Tangent Upper Bound on Evidence for Discrete Diffusion Language Models
Arseny Ivanov ⋅ Sergei Kholkin ⋅ Vladislav Gromadskii ⋅ Grigoriy Ksenofontov ⋅ Ivan Oseledets ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
None
MemArena: An Ego-Centric Benchmark for On-Device Agentic Personal Memory Assistants at Scale
Jiadong Zhang ⋅ Xiaosong Ma
[ OpenReview] 
Poster
None
Learning to Decide with AI Assistance under Human-Alignment
Nina Corvelo Benz ⋅ Eleni Straitouri ⋅ Manuel Rodriguez
[ OpenReview] 
Poster
None
How to Train Your Latent Diffusion Language Model Jointly With the Latent Space
Viacheslav Meshchaninov ⋅ Alexander Shabalin ⋅ Egor Chimbulatov ⋅ Nikita Gushchin ⋅ Ilya Koziev ⋅ Aleksandr Korotin ⋅ Dmitry Vetrov
[ OpenReview] 
Poster
None
Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question Answering
Jueun Kim ⋅ Sungho Park ⋅ WOOK SHIN HAN
[ OpenReview] 
Poster
None
EvoMM: Reinforced Self-Evolving Multimodal Agentic Memory
Tong Zhao ⋅ Chenghao Zhang ⋅ Yucheng Tian ⋅ Yuyang Hu ⋅ Yutao Zhu ⋅ Zhicheng Dou
[ OpenReview] 
Poster
None
HyrCap: Hybrid Rank-Calibration of Action Proposals for Temporal Event Understanding
Rui Chen ⋅ Xingyu Chen ⋅ Pengxin Xu ⋅ Kai Chen ⋅ Junzhi Yu
[ OpenReview] 
Poster
None
Towards Understanding the Power and Limits of the Muon Optimizer: A River-Valley Perspective
Tianqi Shen ⋅ Jinji Yang ⋅ Runze SHI ⋅ Jianhao Ma ⋅ Jiaye Teng ⋅ Ziye Ma
[ OpenReview] 
Poster
None
OASIS: Online Adaptive Steering for In-Training Safety of LLMs
Yifan Sun ⋅ Qiang Sheng ⋅ Ya Wu ⋅ Zhengjia Wang ⋅ Guang Yang ⋅ Shaofei Wang ⋅ Danding Wang ⋅ Juan Cao
[ OpenReview] 
Poster
None
OrbitLoRA: Learning Rotation-Aware Low-Data Adaptation of Vision Foundation Models
Yunlu Chen ⋅ Dominik Engel ⋅ Peter Wonka ⋅ Ivan Viola
[ OpenReview] 
Poster
None
COVD: Continual Open-Vocabulary Object Detection with Novel Concept Injection
Yupeng Zhang ⋅ Ruize Han ⋅ Yuzhong Feng ⋅ Zixin Ren ⋅ Yuntong Tian ⋅ Liang Wan
[ OpenReview] 
Poster
None
SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering
Qingnan Ren ⋅ Shun Zou ⋅ Shiting Huang ⋅ Ziao Zhang ⋅ Kou Shi ⋅ Zhen Fang ⋅ Yiming Zhao ⋅ Yu Zeng ⋅ Qisheng Su ⋅ Lin Chen ⋅ Yong Wang ⋅ Zehui Chen ⋅ Xiangxiang Chu ⋅ Feng Zhao
[ OpenReview] 
Poster
None
ViroGym: Realistic Large-Scale Benchmarks for Evaluating Viral Proteins
Yichen Zhou ⋅ Jonathan L Golob ⋅ Amir Mohammad Karimi Mamaghan ⋅ Stefan Bauer ⋅ Patrick Schwab
[ OpenReview] 
Poster
None
NormLift: From Lifted Features To Semantic Reliability In 3D Gaussian Splatting
Yihan Zang ⋅ Da Li ⋅ Dominik Engel ⋅ Shinkyu Park ⋅ Ivan Viola
[ OpenReview] 
Poster
None
Unlocking Accurate Geometry in 3DGS via Spatially Varying Affine Rectification
Tze Ho Elden Tse ⋅ Jizong Peng ⋅ Richard Chen ⋅ Angela Yao
[ OpenReview] 
Poster
None
Harbor Adapters and Harbor-Mix: Infrastructure and a Curated Meta-Dataset for Large-Scale Agentic Evaluation
Lin Shi ⋅ Haowei Lin ⋅ Zixuan Zhu ⋅ Xiaoyue Zhou ⋅ Xiang Li ⋅ Xiangning Lin ⋅ Yaxuan Deng ⋅ Han Xu ⋅ Yuangang Li ⋅ Shanda Li ⋅ Zizhao Chen ⋅ Hanwen Xing ⋅ Harsh Raj ⋅ Bo Chen ⋅ Quan Shi ⋅ Steven Dillmann ⋅ Yipeng Gao ⋅ Puneesh Khanna ⋅ Ruofan Lu ⋅ Chao B Zhou ⋅ Michael Yang ⋅ Robert Zhang ⋅ Siyuan Chai ⋅ Jiayu Chang ⋅ Yizhao Chen ⋅ Xiaokun Chen ⋅ Yiwei Dai ⋅ Wenting Yang ⋅ Hange Liu ⋅ Minghao Liu ⋅ Zihan Wang ⋅ Adnan E Assadi ⋅ Benedikt Stroebl ⋅ Estefany Kelly Buchanan ⋅ Han Meng ⋅ Junwei He ⋅ Longxuan YU ⋅ Radin Shayanfar ⋅ Yukyung Lee ⋅ Zhikang Dong ⋅ Allen G Hart ⋅ Anjiang Wei ⋅ Anurag Kashyap ⋅ Arpandeep Khatua ⋅ Audrey J Zheng ⋅ Chengrui Ma ⋅ David Heineman ⋅ dubing ⋅ Hai-Anh Trinh ⋅ Haishuo Fang ⋅ Hefan Zhang ⋅ Hui Shen ⋅ Issa Sugiura ⋅ Jiankai Sun ⋅ Jiechao Gao ⋅ Junhong Lin ⋅ Junnan Li ⋅ Kai Yang ⋅ Lei Hsiung ⋅ Maoyu Wang ⋅ Mengze Tang ⋅ Nabil Omi ⋅ Negin Raoof ⋅ Nicholas Edwards ⋅ Ruohao Guo ⋅ Orfeas Menis Mastromichalakis ⋅ Ryan Ji ⋅ Przemysław Hejman ⋅ Qi Qi ⋅ Qunshu Lin ⋅ Richard Zhuang ⋅ Rui Yang ⋅ Ruichen Zheng ⋅ Ryan Marten ⋅ Shaghayegh Fazliani ⋅ Shizheng Hou ⋅ Sicong Jiang ⋅ Sijie Li ⋅ Song Bian ⋅ Terry Yue Zhuo ⋅ Tianqing Wu ⋅ Tom Tang ⋅ Wanjia Zhao ⋅ Weihao Xuan ⋅ Wenhua Liang ⋅ Xian Liu ⋅ Xin Lan ⋅ Xuan Zhang ⋅ Xuandong Zhao ⋅ Yanchuan Tang ⋅ Yifan Jiang ⋅ Yijiang Li ⋅ Yitong Guan ⋅ Yizhi Li ⋅ YONGHUI LIU ⋅ Yuheng Tang ⋅ Yujun Mao ⋅ Yunfei Zhao ⋅ Yuxin Wang ⋅ Yuxuan Tang ⋅ Zhenheng Tang ⋅ Zhifei Li ⋅ Ziruo Wang ⋅ Ziyu She ⋅ Kaiyuan Liu ⋅ Iheb Chaabane ⋅ Yuxin Tang ⋅ Xiangyi Li ⋅ Soroush Vosoughi ⋅ Sanmi Koyejo ⋅ Di He ⋅ Etash Guha ⋅ Benjamin Feuer ⋅ Andy Konwinski ⋅ Boxuan Li ⋅ Leon L Chen ⋅ Alex Dimakis ⋅ Nicholas Carlini ⋅ Mike Merrill ⋅ Ludwig Schmidt ⋅ Alex Shaw
[ OpenReview] 
Poster
None
SignRot: LLM Quantization with Massive Outlier-Aware Sign-Adjusted Rotation
Jaehun Gim ⋅ Jaewoo Kim ⋅ Gyuwan Kim ⋅ Seo Yeon Park
[ OpenReview] 
Poster
None
Agents' Last Exam
Yiyou Sun ⋅ Xinyang Han ⋅ Weichen Zhang ⋅ Yuanbo Pang ⋅ Tianyu Wang ⋅ Yuhan Cao ⋅ Yixiao Huang ⋅ Christopher Duroiu ⋅ Haoyun Zhang ⋅ Jeffrey Lin ⋅ Weishu Zhang ⋅ Tianren Zeng ⋅ Ying Yan ⋅ Bo Liu ⋅ Hanson Wen ⋅ Mingyang Xu ⋅ Xiaoyuan Liu ⋅ Zimeng Chen ⋅ Weiyan Shi ⋅ Amanda Dsouza ⋅ Vincent Chen ⋅ Yushan Li ⋅ Wenxi Deng ⋅ Huiqi Wang ⋅ Justin Xu ⋅ Tao Sun ⋅ Zhun Wang ⋅ Chris Liu ⋅ Yafei Cheng ⋅ Rongwang Hu ⋅ Aras Bacho ⋅ Shengcao Cao ⋅ Zengyi Qin ⋅ Yixiong Chen ⋅ Hengduan Fan ⋅ Hao Liu ⋅ Lin Zeng ⋅ Shashank M Bharadwaj ⋅ Litian Gong ⋅ Maojia Song ⋅ Ruheng Wang ⋅ Zongzheng Zhang ⋅ Jianhong Tu ⋅ Zhonghua Wang ⋅ Zheng Zhang ⋅ Zijiao Chen ⋅ Yanqiong Jiang ⋅ Zhendong Li ⋅ Bohan Lyu ⋅ Ma Chang ⋅ Peiran Xu ⋅ Benran Zhang ⋅ Shangding Gu ⋅ Haoyue Hua ⋅ Haoyang Li ⋅ Wanzhe Liao ⋅ Chengzhi Liu ⋅ Junbo Peng ⋅ Zechen Xu ⋅ Bo Chen ⋅ Jiayi Cheng ⋅ Yi Jiang ⋅ Maggie Kuang ⋅ Yuan Li ⋅ Youbang Pan ⋅ Ziyan Rao ⋅ Alexander Schubert ⋅ Ivan Shen ⋅ Vincent Siu ⋅ Xiatao Sun ⋅ Xiaopan Zhang ⋅ Yuchen Zhu ⋅ Ishaan S Chandok ⋅ Lei Ding ⋅ Jingxuan Fan ⋅ Andrew Glover ⋅ Jiaming Hu ⋅ Yiran HU ⋅ Wenbo Huang ⋅ Haoran Jin ⋅ Lukas Kim ⋅ Ming Liu ⋅ Alireza Rafiei ⋅ Kunyang Sun ⋅ Ting Sun ⋅ Yingze Wang ⋅ Yixin Wang ⋅ Hanwen Xing ⋅ Sihan Xu ⋅ Yuzheng Xu ⋅ Zhongxing Xu ⋅ Zhiling Yan ⋅ Boqin Yuan ⋅ Ruiqi Zhang ⋅ Yifan Zhang ⋅ Zibo Zhao ⋅ Haoyue Bai ⋅ Carlo Bosio ⋅ Joe Cavanagh ⋅ Tianxing Chen ⋅ Yipu Chen ⋅ CHENYU ZHU ⋅ Chen Dai ⋅ Stefano De Castro ⋅ Yunfu Deng ⋅ Kaustubh Dhole ⋅ Jiayuan Ding ⋅ Chenchen Du ⋅ Zhehang Du ⋅ Hao Fan ⋅ Run-Ze Fan ⋅ Hengyu Fu ⋅ Shi Gu ⋅ Yifan Gu ⋅ Baihe Huang ⋅ Baixiang Huang ⋅ Ran Jin ⋅ Xin Lan ⋅ Joseph Lee ⋅ Deren Lei ⋅ Chenyu Li ⋅ Daofeng Li ⋅ Jingyan Li ⋅ Yi Li ⋅ Yuangang Li ⋅ Zhixu Li ⋅ Yinsheng Li ⋅ Wenyu Liang ⋅ Longtai Liao ⋅ Kevin Qinghong Lin ⋅ Zeyi (Andy) Liu ⋅ Jiaming Liu ⋅ Kaiyuan Liu ⋅ Xuan Liu ⋅ Pan Lu ⋅ Yicheng Lyu ⋅ Qiuyang Mang ⋅ Kyle Montgomery ⋅ Ruoxi Ning ⋅ Jorin Overwiening ⋅ Xu Pan ⋅ Core Francisco Park ⋅ Justin Purnomo ⋅ Scott Rankin ⋅ Bixuan Ren ⋅ HaoYang Shang ⋅ Hejia Shen ⋅ JIAWEI SHEN ⋅ Shi Qiu ⋅ Tianneng Shi ⋅ Jonah So ⋅ Vladislav Susoy ⋅ Haocheng Wang ⋅ Jialu Wang ⋅ Wei Wang ⋅ Xinyu J Wang ⋅ Zehao Wang ⋅ Ruoxi Wu ⋅ Dehao Wu ⋅ Fangyu Wu ⋅ Mengyuan Wu ⋅ Yu Wu ⋅ Yuchen Wu ⋅ Yuhao Wu ⋅ Qingpo Wuwu ⋅ Weihang Xiao ⋅ Yongyi Xiong ⋅ Fan Xu ⋅ Ruiling Xu ⋅ Mingxuan Yan ⋅ Benjamin Yang ⋅ Jirong Yang ⋅ Xiaoli Yang ⋅ Yushi Yang ⋅ Haoran Ye ⋅ Xiaohu Yu ⋅ Zhengming Yu ⋅ Chenlong Zhang ⋅ Chi Zhang ⋅ Hanning Zhang ⋅ Hanwen Zhang ⋅ Junge Zhang ⋅ Kunpeng Zhang ⋅ Song Zhang ⋅ Wenjin Zhang ⋅ Wenshuo Zhang ⋅ Qijian Zhao ⋅ Yimin Zhao ⋅ Yuhaohua Zheng ⋅ Liwei Zhou ⋅ Tianyue Zhou ⋅ Sichen Zhu ⋅ Yan Zhu ⋅ Yishu Zhu ⋅ Jerry Zuo ⋅ Chonghao Cai ⋅ Helena Casademunt ⋅ Cheng Cheng ⋅ Nawen Deng ⋅ Rao Fu ⋅ Yifan Han ⋅ He Ren ⋅ Zhenyu He ⋅ Qiao Jin ⋅ Langlang Li ⋅ Yuetai Li ⋅ Lu Lu ⋅ Luqing Zhou ⋅ Subhabrata Mukherjee ⋅ Yunqi Ouyang ⋅ Yin Ren ⋅ Dawei Shi ⋅ Haoran Wu ⋅ Zhiyue Wu ⋅ Hannah Yao ⋅ Zhuoran Yi ⋅ Jenny Yu ⋅ Rhea Zhan ⋅ Hang Zhou ⋅ Shiqiao Zhu ⋅ Junfan Zhu ⋅ Zhen Dong ⋅ Ali Emami ⋅ Yanjun Gao ⋅ Haimin Hu ⋅ Erika J Schneider ⋅ Zhenglu Li ⋅ Jiachen Li ⋅ Lihui Liu ⋅ Murphy Niu ⋅ Yi Shao ⋅ Wenqi Shi ⋅ Lichao Sun ⋅ Jianxin Sun ⋅ Chenguang Wang ⋅ Xuhai "Orson" Xu ⋅ Huaxiu Yao ⋅ Aylin Caliskan ⋅ Jing Huang ⋅ Yang Liu ⋅ Mark W Mueller ⋅ Russell Poldrack ⋅ Sanjiv R Das ⋅ Zhiyong Lu ⋅ Radha Poovendran ⋅ Somayeh Sojoudi ⋅ Costas J Spanos ⋅ Molei Tao ⋅ Mikko Tolonen ⋅ Ting Wang ⋅ Alan Yuille ⋅ Patrick Bryant ⋅ Carl Boettiger ⋅ Arvind Rao ⋅ Tapio Schneider ⋅ Georgios N Yannakakis ⋅ Laure Zanna ⋅ Ida Sim ⋅ Tarek Zohdi ⋅ Jack Gallant ⋅ Teresa Head-Gordon ⋅ Dawn Song
[ OpenReview] 
Poster
None
Transformers Provably Learn Graph Search: Training Dynamics and the Exponential Power of Depth
Xutao Ma ⋅ Somayeh Sojoudi
[ OpenReview] 
Poster
None
View Confidence Perception-Driven Incremental Prediction for Incomplete Multi-view Multi-label Learning
Pingzhu Liu ⋅ Chunming He ⋅ Zunnan Xu ⋅ Zhirui Fang ⋅ Zitong YU ⋅ Xiu Li ⋅ Chengliang Liu
[ OpenReview] 
Poster
None
Beyond Outcome: Trajectory-Driven Prompt Optimization via Multi-Dimensional Rewards
Zhixiang Liang ⋅ Yixiang Huang ⋅ CHENJING CAI ⋅ Hao Wu ⋅ Peihang Liu ⋅ Qi Liu ⋅ Qiqi Zhong ⋅ Jiuchong Gao ⋅ Jinghua Hao ⋅ Renqing He
[ OpenReview] 
Poster
None
SAGE: Semantic-Agnostic Image Embedding for Generalized AI-Generated Image Detection
Seongho Kim ⋅ Jaehyun Choi ⋅ Dahye Kim ⋅ Sungwon Yi ⋅ Jang Ho Choi
[ OpenReview] 
Poster
None
ExperiGen: Agentic Hypothesis Discovery from Observational Data
Jishu Sen Gupta ⋅ Harini S I ⋅ Somesh K Singh ⋅ Mohamad Tawseeq Syed ⋅ Yaman Singla ⋅ Rajiv Ratn Shah ⋅ DAVID DOERMANN ⋅ Jitendra Ajmera ⋅ Balaji Krishnamurthy
[ OpenReview] 
Poster
None
PanoWorld: Towards Spatial Supersensing in 360◦ Panorama World
Changpeng Wang ⋅ Xin Lin ⋅ Junhan Liu ⋅ Yuheng Liu ⋅ Zhen Wang ⋅ Donglian Qi ⋅ Yunfeng Yan ⋅ Xi Chen
[ OpenReview] 
Poster
None
Low-Rank Adaptation for Critic Learning in Off-Policy Reinforcement Learning
Yuan Zhuang ⋅ Yuexin Bian ⋅ Sihong He ⋅ Jie Feng ⋅ Qing Su ⋅ Songyang Han ⋅ Jonathan Petit ⋅ Shihao Ji ⋅ Yuanyuan Shi ⋅ Fei Miao
[ OpenReview] 
Poster
None
MorphoHELM: A Comprehensive Benchmark for Evaluating Representations for Microscopy-Based Morphology Assays
Emre B Hayir ⋅ Lorin Crawford ⋅ Alex X Lu
[ OpenReview] 
Poster
None
A Control-Theoretic Approximation to Predictive Coding Dynamics
Ryan Fayyazi ⋅ Kyle Daruwalla ⋅ Mitra Javadzadeh
[ OpenReview] 
Poster
None
FocusNav: Learning Task-directed Perception via Action-Aware Future Reconstruction in Vision-and-Language Navigation
Caifeng liu ⋅ Xueqiong Li ⋅ Chenghao Shi ⋅ weida chen ⋅ Yuhao Wang ⋅ Quan Zhang ⋅ Yuanxi Peng ⋅ Guijian Tang ⋅ Shaowu Yang
[ OpenReview] 
Poster
None
Change-Robust Online Topological Memory for Long-Term Relocalization and Semantic Navigation
Jiaming Wang ⋅ Liu Diwen ⋅ Chen Jizhuo ⋅ Atharva A Ghotavadekar ⋅ Da Jiaxuan ⋅ Linh Kästner ⋅ Harold Soh
[ OpenReview] 
Poster
None
VideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video Diffusion
Hidir Yesiltepe ⋅ Jiazhen Hu ⋅ Tuna Han Salih Meral ⋅ Adil K Akan ⋅ Kaan Oktay ⋅ Hoda Eldardiry ⋅ Pinar Yanardag
[ OpenReview] 
Poster
None
SLiDE: Structured Linear Dynamics for Forecasting with Exogenous Inputs
Sebastian Pütz ⋅ Theodore Glavas ⋅ Benjamin Schäfer ⋅ Boris Oreshkin ⋅ Mark Coates
[ OpenReview] 
Poster
None
Factorized Gradients for Scalable Highly-expressive Parametric Diffeomorphisms
Amit Aflalo ⋅ Eran Treister ⋅ Chaim Baskin ⋅ Oren Freifeld
[ OpenReview] 
Poster
None
SETA: Scaling Environments for Terminal Agents
Qijia Shen ⋅ Zhiqi Huang ⋅ Vamsidhar Kamanuru ⋅ Aznaur Aliev ⋅ Jay Rainton ⋅ Ahmed Awelkair ⋅ Boyuan Ma ⋅ Qizheng Zhang ⋅ Jiwei Fu ⋅ Yuzhen Mao ⋅ Wendong Fan ⋅ Ping Nie ⋅ Philip Torr ⋅ Bernard Ghanem ⋅ Changran Hu ⋅ Jonathan Li ⋅ Urmish Thakker ⋅ Guohao Li
[ OpenReview] 
Poster
None
Precise but Uncoupled: Reviewer Precision Does Not Guarantee Critique Uptake in Multi-Agent Math Reasoning
Chih-Hsuan Yang ⋅ Jingyan Jiang ⋅ Vikram Vasudevan ⋅ Cheng-Hau Yang ⋅ Huihuo Zheng ⋅ Benoit Cote ⋅ Le Chen ⋅ Eliu Huerta ⋅ Venkatram Vishwanath ⋅ Ian Foster ⋅ Rajeev Thakur
[ OpenReview] 
Poster
None
Routers Learn the Geometry of Their Experts: Geometric Coupling in Sparse Mixture-of-Experts
Sagi Ahrac ⋅ Noya Hochwald ⋅ Mor Geva
[ OpenReview] 
Poster
None
Mental Health AI Must Move Beyond Diagnostic Prediction and Chat-Based Support: Toward Perspective-Aware, Multisensory Co-Experience
Pinyao Liu ⋅ Esen K Tütüncü ⋅ Muhammad Arslan Manzoor ⋅ Yufang Hou ⋅ Chirag Raman
[ OpenReview] 
Poster
None
NashDreamer: Model-Based Reinforcement Learning for Zero-Sum Imperfect-Information Games
Tomáš Holeček ⋅ Viliam Lisy
[ OpenReview] 
Poster
None
SUPERVISE: A Unified Framework for Standardized and Reproducible Superpixel Evaluation
Julien Walther ⋅ Rémi Giraud ⋅ Michaël Clément
[ OpenReview] 
Poster
None
Rank Is Not Capacity: Spectral Occupancy for Latent Graph Models
Nikolaos Nakis ⋅ Panagiotis Promponas ⋅ Konstantinos Tsirkas ⋅ Katerina Mamali ⋅ Eftychia Makri ⋅ Leandros Tassiulas ⋅ Nicholas A Christakis
[ OpenReview] 
Poster
None
CHORD: Cross-Model Hallucination Detection via Relational Graph Discrimination
Yongxin Deng ⋅ Zhen Fang ⋅ Guansong Pang ⋅ Sharon Li ⋅ Ling Chen
[ OpenReview] 
Poster
None
DDBench: A Benchmark for Agentic Debugging on Distributed Systems
Yibo Yan ⋅ Huijuan Wang ⋅ Junzhou He ⋅ Yizhuo Liang ⋅ Shaoyu Wang ⋅ Huanchen Sun ⋅ Seo Jin Park
[ OpenReview] 
Poster
None
Annealing in variational inference mitigates mode collapse: a theoretical study on Gaussian mixtures
Luigi Fogliani ⋅ Bruno Loureiro ⋅ Marylou Gabrié
[ OpenReview] 
Poster
None
PepDDG: Peptide–Protein Binding ΔΔ𝐺 Prediction via Information Channel Decomposition
Ruochi Zhang ⋅ Yusi Fan ⋅ Qiong Zhou ⋅ Li Jiao ⋅ Tian Wang ⋅ Qian Yang ⋅ Silong Zhai ⋅ Lan Wang ⋅ Fengfeng Zhou ⋅ Yajuan Huang ⋅ Liming Guo ⋅ Chang Liu ⋅ Xin Gao
[ OpenReview] 
Poster
None
Temporal Consistency Improves Generalization in Contextual Offline Meta Reinforcement Learning
Mohammadreza Nakhaeinezhad ⋅ Aidan Scannell ⋅ Kevin Luck ⋅ Joni Pajarinen
[ OpenReview] 
Poster
None
Constrained Code Generation with Discrete Diffusion
Lize Shao ⋅ Michael Cardei ⋅ Zichen Xie ⋅ Ferdinando Fioretto ⋅ Wenxi Wang
[ OpenReview] 
Poster
None
VeriContest: A Competitive-Programming Benchmark for Verifiable Code Generation
Zichen Xie ⋅ Mrigank Pawagi ⋅ Yuxin Liu ⋅ Aaditi Rai ⋅ Lize Shao ⋅ John Berberian ⋅ Sicong Che ⋅ Wenxi Wang
[ OpenReview] 
Poster
None
Latent-Lens: Visual Perception in Small Language Models Through Latent Communication
Mo Shahdloo ⋅ Faegheh Sardari ⋅ Mathew Salvaris
[ OpenReview] 
Poster
None
DIS-Bench: Evaluating LLMs on System Testing via Directed Input Synthesis
Siwei Wei ⋅ Yuqi Guo ⋅ Yan Cai
[ OpenReview] 
Poster
None
TTVidT: Decoupling the Temporal Axis for Efficient Motion-Centric Video Pretraining
Shih-Ying Yeh ⋅ Daniel Z Kaplan ⋅ Xuehai Wang ⋅ Fu-En Yang ⋅ Min-Hung Chen ⋅ Shang-Hong Lai
[ OpenReview] 
Poster
None
Test-Time Scaling in the Wild: Why Exploitation, Not Exploration, Is the Bottleneck
Davide Romano ⋅ Kanak Raj ⋅ Jerrod Parker ⋅ Daniele Giofrè
[ OpenReview] 
Poster
None
AIRA-Compose: Agentic Discovery of Neural Architectures
Alberto Pepe ⋅ Chien-Yu Lin ⋅ Despoina Magka ⋅ Bilge Acun ⋅ Yannan N Wu ⋅ Anton Protopopov ⋅ Carole-Jean Wu ⋅ Yoram Bachrach
[ OpenReview] 
Poster
None
StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns
Uladzislau Sobal ⋅ Shuo Yang ⋅ Yuting Zhang ⋅ Wei Xia ⋅ Stefano Soatto
[ OpenReview] 
Poster
None
Visual Expert Skipping for MoE-MLLMs via K-Armed Bandit based Expert Estimation
zhou hongbo ⋅ Jiapeng Zhang ⋅ Yuqi Liu ⋅ Qiong Wu ⋅ Jun Peng ⋅ Xiao Chen ⋅ Yiyi Zhou ⋅ Rongrong Ji
[ OpenReview] 
Poster
None
A Theory of Spatial Continuous Attractors in Hopfield Energy Landscapes
Chong Li ⋅ Xiangyang Xue ⋅ Jianfeng Feng ⋅ Taiping Zeng
[ OpenReview] 
Poster
None
$\chi$-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
Haolin Chen ⋅ Deon Metelski ⋅ Leon Qi ⋅ Tao Xia ⋅ Joonyul Lee ⋅ Steve Brown ⋅ Kevin Riley ⋅ Frank Wang ⋅ T. Y Liu ⋅ Hank Capps ⋅ Zeyu Tang ⋅ Xiangchen Song ⋅ Lingjing Kong ⋅ Fan Feng ⋅ Tianyi Zeng ⋅ Zhiwei Liu ⋅ Zixian Ma ⋅ Hang Jiang ⋅ Fangli Geng ⋅ Yuan Yuan ⋅ Chenyu You ⋅ Qingsong Wen ⋅ Hua Wei ⋅ Yanjie Fu ⋅ Yue Zhao ⋅ Carl Yang ⋅ Biwei Huang ⋅ Kun Zhang ⋅ Caiming Xiong ⋅ Sanmi Koyejo ⋅ Eric Xing ⋅ Philip S Yu ⋅ Weiran Yao
[ OpenReview] 
Poster
None
BEAKER: An Expert-Curated Benchmark for Embodied Brains in Self-Driving Chemical Laboratories
Fei Lin ⋅ Tengchao Zhang ⋅ Ziyang Gong ⋅ Xiaotong Yu ⋅ Bohan Zhang ⋅ Yifan Zhou ⋅ Qihao Yang ⋅ Ji Dai ⋅ Dong Li ⋅ Yining Jiang ⋅ Qinghua Ni ⋅ Jun Huang ⋅ Qiang Zhang ⋅ Yue Zhou ⋅ Yonglin Tian ⋅ Zhihang Zhong ⋅ Xue Yang ⋅ Fei-Yue Wang
[ OpenReview] 
Poster
None
Watermarking Game-Playing Agents in Perfect-Information Extensive-Form Games
Juho Kim ⋅ Fei Fang ⋅ Tuomas Sandholm
[ OpenReview] 
Poster
None
PF-SGS: Pose-Free Streaming 3D Gaussian Splatting for Large-Scale Scene Reconstruction
wenjie mu ⋅ ziniu liu ⋅ Tong Wu ⋅ Zhan Li ⋅ Chuanzhou su ⋅ XUANYI SHEN ⋅ Fan Lu ⋅ Junqiao Zhao ⋅ Tiantian Feng ⋅ Chen Ye ⋅ Guang Chen
[ OpenReview] 
Poster
None
Reinforcement Learning Agents Are Swimmers
Juan Rojas ⋅ Jacob Adamczyk ⋅ Abhishek Naik ⋅ Volodymyr Makarenko ⋅ Gautham Vasan ⋅ Nikhil Mukund ⋅ Stas Tiomkin ⋅ Rahul Kulkarni ⋅ Chi-Guhn Lee
[ OpenReview] 
Poster
None
GenZ: Hybrid statistical–foundational models for knowledge discovery from real-valued multidimensional targets
Marko Jojic ⋅ Nebojsa Jojic
[ OpenReview] 
Poster
None
Persuasive Prediction via Decision Calibration
Jingwu Tang ⋅ Jiahao Zhang ⋅ Fei Fang ⋅ Steven Wu
[ OpenReview] 
Poster
None
Controllable Dynamic 3D Shape Generation via 3D Trajectories and Text
Jaeyeong Kim ⋅ Inès H Kim ⋅ Jahyeok Koo ⋅ Seungryong Kim
[ OpenReview] 
Poster
None
MAPLE: Latent Multi-Agent Play for End-to-End Autonomous Driving
Rajeev Yasarla ⋅ Deepti Hegde ⋅ Hsin-Pai Cheng ⋅ Shizhong Han ⋅ Yunxiao Shi ⋅ MeysamSadeghi ⋅ Hanno Ackermann ⋅ Litian Liu ⋅ Pranav Desai ⋅ Fatih Porikli ⋅ Mohammad Ghavamzadeh ⋅ Herbert Cai
[ OpenReview] 
Poster
None
Generative Scenario Rollouts for End-to-End Autonomous Driving
Rajeev Yasarla ⋅ Deepti Hegde ⋅ Shizhong Han ⋅ Hsin-Pai Cheng ⋅ Yunxiao Shi ⋅ MeysamSadeghi ⋅ Shweta Mahajan ⋅ Apratim Bhattacharyya ⋅ Litian Liu ⋅ Risheek Garrepalli ⋅ Thomas Svantesson ⋅ Mohammad Ghavamzadeh ⋅ Fatih Porikli ⋅ Herbert Cai
[ OpenReview] 
Poster
None
Streaming Interventions: Can Video LLMs Correct Mistakes as They Occur?
Apratim Bhattacharyya ⋅ Shweta Mahajan ⋅ Sanjay Haresh ⋅ Reza Pourreza ⋅ Litian Liu ⋅ Rajeev Yasarla ⋅ Risheek Garrepalli ⋅ Roland Memisevic
[ OpenReview] 
Poster
None
Constraint Retrieval Is Not Constraint Enforcement in Large Language Models
Yongkang Yang ⋅ Xiankun Lin ⋅ Lixin Liu ⋅ Ziyan Liu ⋅ Xilin Xia ⋅ Zhiwei Zhuang ⋅ Zhezheng Hao ⋅ Wence Ji
[ OpenReview] 
Poster
None
ColdDDI: Evaluating Knowledge Utilization in Cold-Start Drug-Drug Interaction Prediction
Jiheng Liang ⋅ Chen Zhao ⋅ Di Wu ⋅ Chenyang Bu ⋅ Yunpeng Hong ⋅ Xingquan Zhu ⋅ Yi He
[ OpenReview] 
Poster
None
Active Probabilistic Reasoning in Humans and LLMs
Gonçalo Guiomar ⋅ Elia Torre ⋅ Pehuen Moure ⋅ Victoria Shavina ⋅ Mario Giulianelli ⋅ Shih-Chii Liu ⋅ Valerio Mante
[ OpenReview] 
Poster
None
Flipping Bits, Not Gradients: Sharpness-Aware Minimization Directly on the Boolean Hypercube
Ba-Hien Tran
[ OpenReview] 
Poster
None
Long-Context Language Models Require Extreme Sparsity in Context Dimension
Prithvi Dixit ⋅ Sahil Joshi ⋅ Agniva Chowdhury ⋅ Anshumali Shrivastava ⋅ Joseph Gonzalez ⋅ Ion Stoica ⋅ Kumar Krishna Agrawal ⋅ Aditya Desai
[ OpenReview] 
Poster
None
PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization
Murat B Ertan ⋅ Xiaochen Zhu ⋅ Ha Nguyen ⋅ Marten van Dijk ⋅ Srinivas Devadas
[ OpenReview] 
Poster
None
Understanding the Co-evolutionary Solution Exchange of the MOEA/D: Minimal Communication Gives Maximal Speed-Ups
Benjamin Doerr ⋅ Moaad Elmoutassim ⋅ Martin S. Krejca ⋅ Guy M Kibulu
[ OpenReview] 
Poster
None
Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
Shubham Agarwal ⋅ Alexander Krentsel ⋅ Shu Liu ⋅ Mert Cemri ⋅ Audrey Cheng ⋅ Rui Meng ⋅ Tomas Pfister ⋅ Chun-Liang Li ⋅ Sylvia Ratnasamy ⋅ Aditya Parameswaran ⋅ Matei A Zaharia ⋅ Ion Stoica ⋅ Mohsen Lesani
[ OpenReview] 
Poster
None
Logarithmic Depth Suffices for In-Context Gradient Descent
Yingze Li ⋅ Dong Wang ⋅ Xianglong Liu ⋅ Qingyun Zou ⋅ Chunnan Wang ⋅ Zhiyu Liang ⋅ Hongzhi Wang
[ OpenReview] 
Poster
None
Deep-Koopman-KANDy: Dictionary Discovery for Deep-Koopman Operators with Kolmogorov-Arnold Networks for Dynamics
Kevin Slote ⋅ Jeremie Fish
[ OpenReview] 
Poster
None
Gaussian Mixture Models in Hilbert Spaces via Kernel Methods
Daniel López Montero ⋅ Antonio Álvarez-López ⋅ Marcos Matabuena
[ OpenReview] 
Poster
None
UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding
Yepeng Weng ⋅ Qiao Hu ⋅ Takehisa Yairi
[ OpenReview] 
Poster
None
Position: Neurosymbolic AI is a strong technical foundation for trustworthy, deployable AI by design
Chandler Squires ⋅ Yaqi Xie ⋅ Simon Stepputtis ⋅ Katia Sycara ⋅ Pradeep Ravikumar
[ OpenReview] 
Poster
None
RheoSampling: Resolving the One-Hot Dilemma in Stochastic Dynamic-Tree Speculative Decoding
Qiao Hu ⋅ Yepeng Weng ⋅ Bo Zhang ⋅ Takehisa Yairi
[ OpenReview] 
Poster
None
Concept Modulation Models: A Unified Framework for Identifiability and Extrapolation
Soheun Yi ⋅ Yizhou Lu ⋅ Chandler Squires ⋅ Pradeep Ravikumar
[ OpenReview] 
Poster
None
AI Governance Should Prioritize Control and Knowledge Boundaries Over Limiting Intelligence
Hendrik Luuk
[ OpenReview] 
Poster
None
Position: Life-Logging Video Streams Make the Privacy–Utility Trade-off Inevitable
Tianyuan Zou ⋅ Liang Yue ⋅ Yang Liu ⋅ Ya-Qin Zhang ⋅ Sijie Cheng
[ OpenReview] 
Poster
None
APS: Bias-Controlled Adaptive Prototype Simulation for Population-Scale LLM Agents
Quan ZHENG ⋅ Yan Gao ⋅ shaobin he ⋅ Haoxiang Guan ⋅ Yuanhe Tian ⋅ Jie Feng ⋅ Ming Wang ⋅ Shuxin Zheng ⋅ Zhen Liu
[ OpenReview] 
Poster
None
RVLoss: Runoff Vote Loss for Self-Supervised LiDAR Scene Flow Estimation
Shiming Wang ⋅ Liangliang Nan ⋅ Julian F Kooij ⋅ Holger Caesar ⋅ Yancong Lin
[ OpenReview] 
Poster
None
CoLaX: Context-Aware Local Explanations for Time Series Classification
Kexuan Zhang ⋅ Paolo Frazzetto ⋅ Xiaobei Zou ⋅ Gustau Camps-Valls ⋅ Yang Tang
[ OpenReview] 
Poster
None
Stop Using Plausibility as the Criterion for Explainable AI
Weina Jin ⋅ Xiaoxiao Li ⋅ Ghassan Hamarneh
[ OpenReview] 
Poster
None
MOSAIC-CONUS: A Multimodal, Multi-Temporally Paired dataset for Earth Sciences
Abhishek Potnis ⋅ Youssef Hussein ⋅ Waqwoya Abebe ⋅ JangHyeon Lee ⋅ Debvrat Varshney ⋅ Jacob Arndt ⋅ Philipe A Dias ⋅ Aristeidis Tsaris ⋅ Dan Lu ⋅ Dalton Lunga
[ OpenReview] 
Poster
None
Who Wrote This Paper? Autonomous Scientific Discovery for 3DGS Research
Seemandhar Jain ⋅ Manmohan Chandraker
[ OpenReview] 
Poster
None
Energy-Based Operator Learning in Function Space
Hong Chul Nam ⋅ Jeonghwan Cheon ⋅ Jae M Shin ⋅ Hyun Kwon
[ OpenReview] 
Poster
None
SAGE: Mitigating Long-Horizon Reasoning Biases via Topological Guidance
Xinyue Zeng ⋅ Jiawei zhang ⋅ Yujun Yan ⋅ Dawei Zhou
[ OpenReview] 
Poster
None
From Static Policies to Adaptive Priors in Offline Reinforcement Learning
Tianwei Ni ⋅ Vineet Jain ⋅ Akash Karthikeyan ⋅ Pierre-Luc Bacon
[ OpenReview] 
Poster
None
The Post-Training Dilemma: Why We Should Rethink the Sequential SFT-RL Paradigm
Xueyan Niu ⋅ Bo Bai ⋅ Wei Han ⋅ Weixi Zhang
[ OpenReview] 
Poster
None
Multimodal Foundation Agents Should Use Brain Data as Privileged Supervision
Richard Csaky
[ OpenReview] 
Poster
None
Evaluating Deployable Inference-Time Error Prediction in Vision MoEs
Aristeidis Tsaris ⋅ JangHyeon Lee ⋅ Abhishek Potnis ⋅ Philipe A Dias ⋅ Waqwoya Abebe ⋅ Dan Lu ⋅ Feiyi Wang ⋅ Dalton Lunga
[ OpenReview] 
Poster
None
Position: Adopt Constraints Over Fixed Penalties in Deep Learning
Juan Ramirez ⋅ Meraj Hashemizadeh ⋅ Simon Lacoste-Julien
[ OpenReview] 
Poster
None
Steering Frozen LLMs: Adaptive Social Alignment via Online Prompt Routing
Zeyu Zhang ⋅ Xiangxiang Dai ⋅ Ziyi Han ⋅ Xutong Liu ⋅ John C. S. Lui
[ OpenReview] 
Poster
None
DiLaDiff: Distilled Latent-augmented Diffusion for Language Modeling
Jean-Marie Lemercier ⋅ Tomas Geffner ⋅ Morteza Mardani ⋅ Karsten Kreis ⋅ Arash Vahdat ⋅ Ante Jukić
[ OpenReview] 
Poster
None
Continuous Diffusion Scales Competitively with Discrete Diffusion for Language
Zhihan Yang ⋅ Wei Guo ⋅ Shuibai Zhang ⋅ Subham Sahoo ⋅ Yongxin Chen ⋅ Arash Vahdat ⋅ Morteza Mardani ⋅ John Thickstun
[ OpenReview] 
Poster
None
Position: Reconciling Open Access with Owner Control in AI Model Distribution Deserves More Research Effort
Zerui Cheng ⋅ Edoardo Contente ⋅ Benjamin Finch ⋅ Oleg Golev ⋅ Jonathan Hayase ⋅ Andrew Miller ⋅ Niusha Moshrefi ⋅ Anshul Nasery ⋅ Sewoong Oh ⋅ Himanshu Tyagi ⋅ Pramod Viswanath
[ OpenReview] 
Poster
None
HiLoRA: Adaptive Hierarchical LoRA Routing for Training-Free Domain Generalization
Ziyi Han ⋅ Huanyu Wang ⋅ Zeyu Zhang ⋅ Xiangxiang Dai ⋅ Xutong Liu ⋅ John C. S. Lui
[ OpenReview] 
Poster
None
ImageNet FID is a Pass Check, Not a Finish Line
Qinyu Zhao ⋅ Guangting Zheng ⋅ Caixia Zhou
[ OpenReview] 
Poster
None
Communication-Efficient Personalized Adaptation via Federated-Local Model Merging
Yinan Zou ⋅ Kamran C Shisher ⋅ Christopher Brinton ⋅ Vishrant Tripathi
[ OpenReview] 
Poster
None
Revisiting Autoregressive GCNs for Vehicle Routing Problems
Zhipeng Zhong ⋅ Junquan Huang ⋅ Yu Huang ⋅ Boyuan Zheng ⋅ Jungang Li ⋅ Zihao Dongfang ⋅ Song Dai ⋅ Xuming Hu ⋅ Zong-Gan Chen
[ OpenReview] 
Poster
None
Interpretable Machine Learning Evaluates Differential Therapy Effects in Parkinsonian Gait
Artur Chudzik ⋅ Henryk Josiński ⋅ Andrzej Przybyszewski
[ OpenReview] 
Poster
None
Constrained Goal-directed Planar Graph Generation with Grammar-based Reinforcement Learning
Nicolas Hochuli ⋅ Lorenzo Miele ⋅ Kristina Shea ⋅ Tino Stankovic
[ OpenReview] 
Poster
None
Computer Science Conferences Should Require Nonrepudiable Experimental Results
Mamadou K KEITA ⋅ Christopher Homan
[ OpenReview] 
Poster
None
AI Evaluation Should Require Standardized Item-Level Data Releases
Han Jiang ⋅ Susu Zhang ⋅ Dongyao Zhu ⋅ Yuzhuo Bai ⋅ Sang Truong ⋅ Xiaoyuan Yi ⋅ Sanmi Koyejo ⋅ Xing Xie ⋅ Ziang Xiao
[ OpenReview] 
Poster
None
Deployment-Memory LLM Test-Time Training Should Require Behavioral Evidence Beyond Perplexity
Xiangchen Song ⋅ Zhenhao Chen ⋅ Lingjing Kong ⋅ Shaoan Xie ⋅ Xinshuai Dong ⋅ Guangyi Chen ⋅ Kun Zhang
[ OpenReview] 
Poster
None
ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents
Yuanzheng Zhu ⋅ Mingyu Zhao ⋅ Chinmay Savadikar ⋅ Han Li ⋅ Shuang Xie ⋅ Alberto Castelo ⋅ Tianfu Wu ⋅ Lingyun Wang
[ OpenReview] 
Poster
None
No One Knows the State-of-the-Art in Geospatial Foundation Models
Isaac Corley ⋅ Caleb Robinson ⋅ Nils Lehmann ⋅ Gabriel Tseng ⋅ Anthony Fuller ⋅ Hamed Alemohammad ⋅ Evan Shelhamer ⋅ Jennifer Marcus ⋅ Hannah Kerner
[ OpenReview] 
Poster
None
Sharp feature-learning transitions and Bayes-optimal neural scaling laws in extensive-width networks
Minh T Nguyen ⋅ Jean Barbier
[ OpenReview] 
Poster
None
Stop Mechanizing Reform Heuristics as Scientific Quality Filters in AI Review
Jessica Hullman
[ OpenReview] 
Poster
None
Cat-DPO: Category-Adaptive Safety Alignment
Tiankai Yang ⋅ Yi Nian ⋅ Xinyuan Li ⋅ Ruiyao Xu ⋅ Henry P Zou ⋅ Kaize Ding ⋅ Xiyang Hu ⋅ Yan Liu ⋅ Yue Zhao
[ OpenReview] 
Poster
None
Community-Centered AI is Feasible and Beneficial for Impacted Communities
Tzu-Sheng Kuo ⋅ Quan Ze Chen ⋅ Amy Zhang ⋅ Kenneth Holstein ⋅ Haiyi Zhu
[ OpenReview] 
Poster
None
Distribution Corrected Decision Transformer for Offline Reinforcement Learning with Imbalanced Datasets
Chufan Chen ⋅ Bohao Tang ⋅ Dejiang Chen ⋅ zhang chao ⋅ Ruiqi Li ⋅ Hanbin Zhao ⋅ Hui Qian
[ OpenReview] 
Poster
None
PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation
Xiaoda Wang ⋅ Minxiao Wang ⋅ Kaiqiao Han ⋅ Defu Cao ⋅ Ching Chang ⋅ Yidan Shi ⋅ Runze Yan ⋅ Xiao Luo ⋅ Yan Liu ⋅ Xiao Hu ⋅ Yizhou Sun ⋅ Wei Wang ⋅ Carl Yang
[ OpenReview] 
Poster
None
RL-Guided Contraction of Symbolic Tensor Networks for Quantum Circuit Equivalence
Suhaib Al-Rousan ⋅ Christian Schilling ⋅ Max Tschaikowski ⋅ Kim Larsen
[ OpenReview] 
Poster
None
RePiD: Efficient Recursive Pixel-Space Diffusion via Hierarchical Patch Denoising
Duoyou Chen ⋅ Yaxue Guo ⋅ Can Zhang ⋅ Cheng Chen
[ OpenReview] 
Poster
None
ControlFlow3D: Distilling Multi-View Knowledge into Latent Flow Matching for Point Cloud Upsampling
Yu-ang Liu ⋅ Zhi Zuo ⋅ Zhengkai Zhao ⋅ Lirui Zhang ⋅ Pan Gao ⋅ Hao Feng ⋅ Zhengzhe Liu
[ OpenReview] 
Poster
None
Memory is Not Search: Towards Proactive, Lifelong Memory in AI
Will Xiao ⋅ Sanket Deshpande ⋅ Guha Mahesh ⋅ Spandan Madan ⋅ Gabriel Kreiman
[ OpenReview] 
Poster
None
Omni-Interactive Universal Embedder
Wei-Yao Wang ⋅ Kazuya Tateishi ⋅ Shuyang Cui ⋅ christian simon ⋅ Takashi Shibuya ⋅ Shusuke Takahashi ⋅ Yuki Mitsufuji
[ OpenReview] 
Poster
None
LLM-AutoSciLab: Closed-Loop Scientific Law Discovery via Active Experimentation with LLMs
Sanchit Kabra ⋅ Nikhil Abhyankar ⋅ Saaketh Desai ⋅ Prasad Iyer ⋅ Chandan Reddy
[ OpenReview] 
Poster
None
LLM-ACES: Closed-Loop Discovery of Dynamic Systems with LLM-Guided Adaptive Search
Nikhil Abhyankar ⋅ Sha Li ⋅ Sanchit Kabra ⋅ Naren Ramakrishnan ⋅ Yulia Gel ⋅ Chandan Reddy
[ OpenReview] 
Poster
None
Weight Space Learning needs to unify benchmarking! A taxonomy of evaluation practices
Tobias Ettling ⋅ Damian Falk ⋅ Aron Asefaw ⋅ Léo Meynent ⋅ Konstantinos Tzevelekakis ⋅ Zehong Wang ⋅ Kai Wang ⋅ Boris Knyazev ⋅ Haggai Maron ⋅ Damian Borth
[ OpenReview] 
Poster
None
CryoAtlas: A Large Curated Dataset and Unified Benchmark for Cryo-EM Atomic Model Building
Mingrui Li ⋅ Minzhang Li ⋅ Weichen Qin ⋅ Yufan Xie ⋅ Zhangzhi Xiong ⋅ Sixian Shen ⋅ Jiakai Zhang ⋅ Yuan Pei ⋅ Jingyi Yu
[ OpenReview] 
Poster
None
Rethinking LLM Fine-Tuning via Weight Space Reparameterization: Preserving Safety during Downstream Adaptation
Min-Seong Kim ⋅ Jongbok Won ⋅ Jeesup Park ⋅ Yonghee Choi ⋅ Dong-Jun Han
[ OpenReview] 
Poster
None
Every Measurement, Every Direction, All at Once: Multimodal Flow Matching for Molecules and Spectra
Thorben Prein ⋅ Elton Pan ⋅ Rafael Gomez-Bombarelli ⋅ Santiago Miret
[ OpenReview] 
Poster
None
Position: Anthropomorphic Language in AI Discourse Can Be Constructive
Yingshan CHANG ⋅ Yonatan Bisk
[ OpenReview] 
Poster
None
ColorConceptBench: A Benchmark for Probabilistic Color-Concept Understanding in Text-to-Image Models
Chenxi Ruan ⋅ Yihan Hou ⋅ Yu Xiao ⋅ Guosheng Hu ⋅ Wei Zeng
[ OpenReview] 
Poster
None
MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
Jiaqian Wang ⋅ Shengtao Zhang ⋅ Ruiwen Zhou ⋅ Junwei Liao ⋅ Yuchen Feng ⋅ Zhuo Li ⋅ Yujie Zheng ⋅ Weinan Zhang ⋅ Ying Wen ⋅ Zhiyu li ⋅ Feiyu Xiong ⋅ Yutao Qi ⋅ Bo Tang ⋅ Muning Wen
[ OpenReview] 
Poster
None
The Query Complexity of Local Search in Rounds on General Graphs
Simina Branzei ⋅ Ioannis Panageas ⋅ Dimitris Paparas
[ OpenReview] 
Poster
None
On Differentially Private Mechanisms for Linear Regression
Bardiya Aryanfard ⋅ Monika Henzinger ⋅ Farhood Rostamkhani
[ OpenReview] 
Poster
None
NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training
zhongwei xie ⋅ Jiaxin Bai ⋅ Shujie LIU ⋅ Haoyu Huang ⋅ LI Yufei ⋅ Yisen Gao ⋅ Hong T Tsang ⋅ Yangqiu Song
[ OpenReview] 
Poster
None
Hyperbolic Graph Neural Networks Under the Microscope: The Role of Geometry–Task Alignment
Dionisia Naddeo ⋅ Jonas Linkerhägner ⋅ Nicola Toschi ⋅ Geri Skenderi ⋅ Veronica Lachi
[ OpenReview] 
Poster
None
A Unified Merge Calculus for Learning-Rate Scaling on Neural Computation Graphs
Haosong Zhang ⋅ Wu Shenxi ⋅ Zhiyuan Che ⋅ Xi Chen ⋅ Wei LIN ⋅ Yichi Zhang
[ OpenReview] 
Poster
None
Rethinking Gradient Approximation in Quantization: A Zeroth-Order Expectation Perspective
Wenkang Wang ⋅ Jia Zhang ⋅ Zelin Wei ⋅ Dongxu Liu ⋅ Jiabao Li ⋅ Wanli Shi ⋅ Bin Gu
[ OpenReview] 
Poster
None
Position: LLM Privacy Requires a Lifecycle-Wide Approach
Niloofar Mireshghallah ⋅ Tianshi Li
[ OpenReview] 
Poster
None
OPSRL-SSP: Optimistic Posterior Sampling for Stochastic Shortest Path with Minimax-Optimal Regret
Yiming Xu ⋅ Xian Wei ⋅ Cheng Chen
[ OpenReview] 
Poster
None
Rebellious Student: Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR
Jeonghye Kim ⋅ Jiwon Jeon ⋅ Dongsheng Li ⋅ Yuqing Yang
[ OpenReview] 
Poster
None
Causality can systematically address the monsters under the bench(marks)
Felix Leeb ⋅ Zhijing Jin ⋅ Bernhard Schölkopf
[ OpenReview] 
Poster
None
AGiR: Mitigating Gift Over-Reliance in Mixed-Motive Games
Woohyeon Byeon ⋅ Seongmin Kim ⋅ Jiwon Jeon ⋅ Woojun Kim ⋅ Youngchul Sung
[ OpenReview] 
Poster
None
Vision-Language Models Should Commit to a Cézannian Specification
Mohammad Hasan
[ OpenReview] 
Poster
None
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration
Erica Zhang ⋅ Naomi Sagan ⋅ Danny Tse ⋅ Fangzhao Zhang ⋅ Mert Pilanci ⋅ Jose Blanchet
[ OpenReview] 
Poster
None
Statistical Matching via Schr\"odinger Bridge beyond Conditional Independence
Eunho Koo ⋅ Jinwon Sohn ⋅ Tongseok Lim
[ OpenReview] 
Poster
None
Optimizer-Induced Mode Connectivity: From AdamW to Muon
Fangzhao Zhang ⋅ Sungyoon Kim ⋅ Erica Zhang ⋅ Yiqi Jiang ⋅ Mert Pilanci
[ OpenReview] 
Poster
None
AI Safety Evaluations Need More Human-AI Experiments
Michelle Vaccaro ⋅ Jaeyoon Song ⋅ Abdullah Almaatouq ⋅ Michiel Bakker
[ OpenReview] 
Poster
None
MicroWorld: Empowering Multimodal Large Language Models to Bridge the Microscopic Domain Gap with Multimodal Attribute Graph
Manyu Li ⋅ Ruian He ⋅ Chenxi Ma ⋅ Weimin Tan ⋅ Bo Yan
[ OpenReview] 
Poster
None
AtomMOF: All-Atom Flow Matching for MOF-Adsorbate Structure Prediction
Nayoung Kim ⋅ Honghui Kim ⋅ Sihyun Yu ⋅ Minkyu Kim ⋅ Seongsu Kim ⋅ Sungsoo Ahn
[ OpenReview] 
Poster
None
METIS: Multi-Source Egocentric Training for Integrated Dexterous Vision-Language-Action Model
Yankai Fu ⋅ Ning Chen ⋅ Junkai Zhao ⋅ Shaozhe Shan ⋅ Guocai Yao ⋅ Pengwei Wang ⋅ Zhongyuan Wang ⋅ Shanghang Zhang
[ OpenReview] 
Poster
None
AI-Generated Content Should Be Evaluated by Its Substance, Not Its Source
Anastasia Voznyuk ⋅ Vasily Konovalov
[ OpenReview] 
Poster
None
UniRank: Unified List-wise Reranking via Confidence-Ordered Denoising
Pengyue Jia ⋅ HailanYang ⋅ Shuchang Liu ⋅ Xiaobei Wang ⋅ Wanyu Wang ⋅ Xiang Li ⋅ Yongqi Liu ⋅ Kaiqiao Zhan ⋅ Kun Gai ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
None
EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge
Klim Zaporojets ⋅ Daniel Daza ⋅ Edoardo Barba ⋅ Ira Assent ⋅ Roberto Navigli ⋅ Paul Groth
[ OpenReview] 
Poster
None
GeoRouter: Dynamic Paradigm Routing for Worldwide Image Geolocalization
Pengyue Jia ⋅ Derong Xu ⋅ Yingyi Zhang ⋅ Xiaopeng Li ⋅ Wenlin Zhang ⋅ Yi Wen ⋅ Liu lan ⋅ Yuanshao Zhu ⋅ Xuetao Wei ⋅ Wanyu Wang ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
None
PR-Smoother: Simulator-Preserving Non-Gaussian Smoothing for Data Assimilation
Yuta Tarumi
[ OpenReview] 
Poster
None
Learning interpretable Schur forms of recurrent weight matrices
Alexander Lanine ⋅ Liana Akobian ⋅ N Alex Cayco Gajic
[ OpenReview] 
Poster
None
Learning Hierarchical Patch Splitting Policies for Faster Vision Transformers
Aditya Gupta ⋅ Jean S Dandurand ⋅ Kai Qiu ⋅ Rohan Choudhury ⋅ László Jeni
[ OpenReview] 
Poster
None
Memory Type Varies: Empowering LLM Agents for Long-Term Memory with Diverse Strategies
Yi Wen ⋅ Derong Xu ⋅ Pengyue Jia ⋅ Yichao Wang ⋅ Yingyi Zhang ⋅ Maolin Wang ⋅ Junyi Li ⋅ Wenlin Zhang ⋅ Xiaopeng Li ⋅ Yong Liu ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
None
Towards Understanding Momentum Acceleration in River-Valley Loss Landscape
Miao Lu ⋅ zeyu bian ⋅ Kaiyue Wen ⋅ Beining Wu ⋅ Siyu Chen ⋅ Tianhao Wang ⋅ Zhiyuan Li
[ OpenReview] 
Poster
None
Prevailing Bisimulation Metric Learning Is Biased: Implicit Regularization and Its Remedy
Junqi Lu ⋅ Ruixiang Sun ⋅ Xin Li ⋅ Gaopeng Peng ⋅ Ao Zhang ⋅ Mingzhong Wang
[ OpenReview] 
Poster
None
Enhanced convergence guarantees of score-based generative models in $\mathcal{W}_2$-distance beyond log-concavity
Zhang Xiaoyan ⋅ Chenxu Pang ⋅ Xiaojie Wang
[ OpenReview] 
Poster
None
AgenTracer-v2: Agentic Failure Tracer for LLM Agentic Systems
Guibin Zhang ⋅ Haoyu Lu ⋅ Junhao Wang ⋅ He Zhu ⋅ Kun Wang ⋅ Wangchunshu Zhou ⋅ Shuicheng Yan
[ OpenReview] 
Poster
None
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies
Xueyu Hu ⋅ Jinxiang Xia ⋅ Shengze Xu ⋅ Kangqi Song ⋅ Yishuo Yuan ⋅ Guibin Zhang ⋅ JinCheng Ren ⋅ Boyu Feng ⋅ Li Lu ⋅ Tieyong Zeng ⋅ Jiaheng Liu ⋅ Minghao Liu ⋅ He Zhu ⋅ Eleanor Jiang ⋅ Wei Wang ⋅ Wangchunshu Zhou
[ OpenReview] 
Poster
None
HABIT: Human-Aware Behavior and Interaction Training Dataset for Robot Manipulation
Jaehwi Song ⋅ Suchae Jeong ⋅ Byeongguk Jeon ⋅ Sungdong Kim ⋅ Hyungmok Son ⋅ Kimin Lee
[ OpenReview] 
Poster
None
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization
Chengjun Yu ⋅ Shu XU ⋅ Jiaqi Wu ⋅ Qianben Chen ⋅ Tianrui Qin ⋅ Zhu ⋅ Qiexiang Wang ⋅ Jiayu Zhang ⋅ Xinpeng Liu ⋅ Xin Gui ⋅ Jingyi Cao ⋅ Yi Yao ⋅ WANG PIAOHONG ⋅ Dingfeng Shi ⋅ He Zhu ⋅ Tiannan Wang ⋅ Yuqing Wang ⋅ Maojia Song ⋅ Tianyu Zheng ⋅ Jian Yang ⋅ Jiaheng Liu ⋅ Minghao Liu ⋅ Eleanor Jiang ⋅ Wangchunshu Zhou
[ OpenReview] 
Poster
None
Ad-Hoc Teamwork from Human Demonstrations
Darius Muglich ⋅ Niklas Lauffer ⋅ Tin Dizdarević ⋅ Jakob Foerster
[ OpenReview] 
Poster
None
DiffRisk: Diffusion Representation Learning with Informative Missingness for Health Risk Prediction
Shailesh Dahal ⋅ Ratri Mukherjee ⋅ Nicholas Mathews ⋅ Kishlay Jha
[ OpenReview] 
Poster
None
Fault Tolerance in Transformers Favors Output Alignment over Hidden-State Consistency
Haonan Tan ⋅ Gene Wen ⋅ Yuxing Han
[ OpenReview] 
Poster
None
Generating Physically Consistent Molecules with Energy-Based Models
Christoph Griesbacher ⋅ Lea Bogensperger ⋅ Andreas Habring ⋅ Thomas Pock
[ OpenReview] 
Poster
None
FUTON: Fourier Tensor Network for Implicit Neural Representations
Pooya Ashtari ⋅ Pourya Behmandpoor ⋅ Nikos Deligiannis ⋅ Aleksandra Pizurica
[ OpenReview] 
Poster
None
MixNLQ: An Effective Post-Training Nonlinear Low-Bit Quantization Method for Large Language Models
Yirong Xiong ⋅ Mingrui Cai ⋅ Gene Wen ⋅ Yuxing Han
[ OpenReview] 
Poster
None
SynGeo: Synergizing Seeing and Proving through Revisable Geometric States
Tianyi Xu ⋅ Liu Yang ⋅ Wenjun GAO ⋅ Junyu Ou ⋅ Zhe Zhao ⋅ HaiBin Wen ⋅ Maolin Wang ⋅ Ye Wei
[ OpenReview] 
Poster
None
Cauchy Scientific Networks: Loss–Architecture Alignment and Its Limit
Haonan Tan ⋅ Xin Li ⋅ juyi peng ⋅ Zhihong Xia ⋅ Yuxing Han ⋅ Gene Wen
[ OpenReview] 
Poster
None
COMET: Decoupled Distillation, Routing, and Capacity Control for Task-Agnostic Continual Vision--Language Learning
Seungyoon Woo ⋅ Keonhee Park ⋅ Gunhee Kim
[ OpenReview] 
Poster
None
Get a GRIP, this will be a long TRIP: A Quantifiable Long-Range Framework for Verifying Over-squashing
Ferran Hernandez Caralt ⋅ Simon Heilig ⋅ Adrián Bazaga ⋅ Asja Fischer ⋅ Moshe Eliasof ⋅ Pietro Lió
[ OpenReview] 
Poster
None
Tree-Sliced Orlicz Integral Probability Metric
Tuan Hoang ⋅ Trung-Khang Tran ⋅ Viet-Hoang Tran ⋅ Tan Nguyen
[ OpenReview] 
Poster
None
FluxLite: Inference-Time Proposal Control for Discrete Diffusion Models
Yinuo Ren ⋅ Haoxuan Chen ⋅ Grant Rotskoff ⋅ Jiequn Han ⋅ Lexing Ying
[ OpenReview] 
Poster
None
INFUSER: Influence-Guided Self-Evolution Improves Reasoning
Siyu Chen ⋅ Miao Lu ⋅ Beining Wu ⋅ Heejune Sheen ⋅ Fengzhuo Zhang ⋅ Shuangning Li ⋅ Zhiyuan Li ⋅ Jose Blanchet ⋅ Tianhao Wang ⋅ Zhuoran Yang
[ OpenReview] 
Poster
None
Motion-o: Trajectory-Grounded Video Reasoning
Bishoy Galoaa ⋅ Shayda Moezzi ⋅ Xiangyu Bai ⋅ Sarah Ostadabbas
[ OpenReview] 
Poster
None
LensCT: Fine-Grained AI-Involved Text Detection via Temporal-Hierarchical Tomograms of LLM Internals
Hanxi Guo ⋅ Siyuan Cheng ⋅ Kaiyuan Zhang ⋅ Guangyu Shen ⋅ Xiangyu Zhang
[ OpenReview] 
Poster
None
HAPACT: A Benchmark For Human-Centric Physical Impact Localization in Movies
Youngrae Kim ⋅ Yejin Jang ⋅ Eunho Kim ⋅ Youjin Sung ⋅ Kun-Woo Song ⋅ Sangpil Kim ⋅ Sang Ho Yoon
[ OpenReview] 
Poster
None
Conformal Prediction for Distribution-to-Distribution Regression
Trung-Khang Tran ⋅ Tuan Hoang ⋅ Viet-Hoang Tran ⋅ Tan Nguyen
[ OpenReview] 
Poster
None
Intent-Aware Caching for Efficient LLM Serving
Kazi H Ibn Arif ⋅ JinYi Yoon ⋅ Dimitrios S Nikolopoulos ⋅ Hans Vandierendonck ⋅ Deepu John ⋅ Bo Ji
[ OpenReview] 
Poster
None
Enhancing Speech Large Language Models through Reinforced Behavior Alignment
Yansong Liu ⋅ Yuan Liu
[ OpenReview] 
Poster
None
A Few Teacher Steps Go a Long Way: Cost-Efficient On-Policy Data Augmentation for Agent Post-Training
Junze Ye ⋅ Jiayi Cheng ⋅ Miao Lu ⋅ Michal Mankowski ⋅ Jose Blanchet ⋅ Mohsen Bayati
[ OpenReview] 
Poster
None
Git Context Controller: Manage the Context of Agents by Agentic Git
Junde Wu ⋅ Minhao Hu ⋅ Jiayuan Zhu ⋅ Shengda Zhu ⋅ Jiazhen Pan ⋅ Fenglin Liu ⋅ Yuyuan Liu ⋅ Min Xu ⋅ Yueming Jin
[ OpenReview] 
Poster
None
Missing data and cluster graphs: cluster-level missingness vs variable-level missingness
Willow Scott ⋅ Eugenio Valdano ⋅ Charles Assaad
[ OpenReview] 
Poster
None
EchoXFlow: A Beamspace Echocardiography Dataset for Cardiac Motion, Flow, and Function
Elias Stenhede ⋅ Joanna Sulkowska ⋅ Eivind B Orstad ⋅ Henrik Schirmer ⋅ Arian Ranjbar
[ OpenReview] 
Poster
None
SuperSycophantic: Stress-Testing Frontier LLMs from Single- to Multi-Turn Sycophancy
Terry J Zhang ⋅ Oscar S Yasunaga ⋅ Wenyuan Jiang ⋅ Jessica Bo ⋅ Florent Draye ⋅ Aydin Javadov ⋅ Arth Singh ⋅ Lucille Muir ⋅ VICTORIA OLDEMBURGO DE MELLO ⋅ Bernhard Schölkopf ⋅ Zhijing Jin
[ OpenReview] 
Poster
None
A Single Deep Preference-Conditioned Policy for Learning Pareto Coverage Sets
Akihiro Kubo ⋅ Kosuke Nakanishi ⋅ Shin Ishii
[ OpenReview] 
Poster
None
Polar Transformers: $SO(2)^K$-Equivariant Angular Attention for Cryo-EM Image-Set Processing
Joakim Andén ⋅ Justus Sagemüller
[ OpenReview] 
Poster
None
Reflected Schrödinger Bridge Matching
Marcus Häggbom ⋅ Viktor Nilsson ⋅ Pierre Nyquist ⋅ Joakim Andén
[ OpenReview] 
Poster
None
Fractional State Space Transition for Long Sequence Modeling
Ivan Kobyzev ⋅ Abbas Ghaddar ⋅ Ali Nasiri-Sarvi ⋅ Lifeng Shang ⋅ Yufei CUI
[ OpenReview] 
Poster
None
Iterative Gumbel Planning for Continuous Control
Shaohuai Liu ⋅ Weirui Ye ⋅ Yilun Du ⋅ Le Xie
[ OpenReview] 
Poster
None
Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling
Nicholas Corrado ⋅ Wenyuan Huang ⋅ Josiah Hanna
[ OpenReview] 
Poster
None
Fast Accurate Quantum Monte Carlo without Metropolis Adjustment
Reuben Cohn-Gordon ⋅ Gabriel Pescia ⋅ Sumner N Hearth ⋅ Jakob Robnik ⋅ Uros Seljak ⋅ Peter Lunts
[ OpenReview] 
Poster
None
RPFQ-ViT: Rotated Phase-Frame Quantization for Extremely Low-Bit Weights in Vision Transformers
Mengyuan Fan ⋅ Bokai Huang ⋅ JiaMing Pan ⋅ Xiaokun Yuan ⋅ Peizhuang Cong ⋅ Zhewen Tan ⋅ Tong Yang
[ OpenReview] 
Poster
None
Viverra: Text-to-Code with Guarantees
Haoze Wu ⋅ Rocky Klopfenstein ⋅ Keith Farkas ⋅ Nina Narodytska
[ OpenReview] 
Poster
None
Direct Product Flow Matching: Decoupling Radial and Angular Dynamics for Few-Shot Adaptation
Hongxu chen ⋅ Yanghao Wang ⋅ Bowei Zhu ⋅ Hongxiang Li ⋅ Ziqi Jiang ⋅ Zhen Wang ⋅ Lin Li ⋅ Rui Liu ⋅ Long Chen
[ OpenReview] 
Poster
None
A Unified Audio Language Model with Text-Aligned Factorized Audio Tokenization
Dongchao Yang ⋅ Yuanyuan Wang ⋅ Songxiang Liu ⋅ Dading Chong ⋅ Xixin Wu ⋅ Helen Meng
[ OpenReview] 
Poster
None
Distilling Conditional Image Generators into Spatial Effect Maps
Eun Ryung Lee ⋅ Seyoung Park
[ OpenReview] 
Poster
None
Decoupling Direction and Magnitude: Language-Steered Flow Matching for Super-Resolution in the Dark
Jiaxin Gao ⋅ Ziyu Yue ⋅ Yaohua Liu ⋅ Danchen Cui ⋅ Zhihui Zhao ⋅ Zhixun Su
[ OpenReview] 
Poster
None
Robust Inference-Time Steering of Protein Diffusion Models via Embedding Optimization
Minhuan Li ⋅ Jiequn Han ⋅ Pilar Cossio ⋅ Luhuan Wu
[ OpenReview] 
Poster
None
IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards
Xu Guo ⋅ Tianyi Liang ⋅ Jian Tong ⋅ Xiaogui Yang ⋅ Ling-I Wu ⋅ Chenhui Li ⋅ Zhihui Lu ⋅ Qipeng Guo ⋅ Kai Chen
[ OpenReview] 
Poster
None
RamanBench: A Large-Scale Benchmark for Machine Learning on Raman Spectroscopy
Mario Koddenbrock ⋅ Christoph Lange ⋅ Robin Legner ⋅ Martin Jaeger ⋅ Martin Kögler ⋅ Mariano N Bournazou ⋅ Peter Neubauer ⋅ Felix Biessmann ⋅ Erik Rodner
[ OpenReview] 
Poster
None
InstructVVT: Instruction-Driven Video Virtual Try-On without Auxiliary Spatial Priors
Dingbao Shao ⋅ Song Wu ⋅ Xinyu Chen ⋅ Qian Wang ⋅ Jiahang Li ⋅ Kuai Jiang ⋅ Jiang Lin ⋅ Yuhang Liu ⋅ Chen Ziyu ⋅ Duo Li ⋅ Hu Jiaxin ⋅ Shengrong Gu ⋅ Ziheng Tang ⋅ Liu Rongrong ⋅ Yanlun Peng ⋅ Liang Li ⋅ Junlan Feng ⋅ Lujia Jin ⋅ Ting Zhang ⋅ Jian Yang ⋅ Zili Yi
[ OpenReview] 
Poster
None
Posterior Inference in Latent Space for Scalable Constrained Black-box Optimization
Kiyoung Om ⋅ Kyuil Sim ⋅ Taeyoung Yun ⋅ Hyeongyu Kang ⋅ Jinkyoo Park
[ OpenReview] 
Poster
None
Skip the Hessian, Keep the Rates: Globalized Semismooth Newton with Lazy Hessian Updates
Amal Alphonse ⋅ Pavel Dvurechenskii ⋅ Clemens Sirotenko
[ OpenReview] 
Poster
None
Amortized Structured Stochastic Variational Inference for Gaussian Process Latent Variable Models
Maksym Tretiakov ⋅ Sarah Filippi ⋅ Vincent Fortuin ⋅ Ruth Misener ⋅ Ruby Sedgwick ⋅ James Odgers
[ OpenReview] 
Poster
None
Transferability for General Reasoning: An Automated Curriculum for Multi-Domain LLM RL
Yongjin Yang ⋅ Jiarui Liu ⋅ Yinghui He ⋅ Lechen Zhang ⋅ Bernhard Schölkopf ⋅ Zhijing Jin
[ OpenReview] 
Poster
None
From I/O to Code with Discovery Agent
Yihong Dong ⋅ Jiaru Qian ⋅ Haoran Zhang ⋅ Peixu Wang ⋅ Binhua Li ⋅ Zhi Jin ⋅ Yongbin Li ⋅ Ge Li ⋅ Xiaokang Yang ⋅ Xue Jiang
[ OpenReview] 
Poster
None
Multi-agent Collaboration with State Management
Mengyang Liu ⋅ Taozhi Chen ⋅ Zhenhua Xu ⋅ Xue Jiang ⋅ Yihong Dong
[ OpenReview] 
Poster
None
TACT: Mitigating Overthinking and Overacting in Coding Agents via Activation Steering
Yuan Sui ⋅ Yulin Chen ⋅ Yibo Li ⋅ Xue Jiang ⋅ Yufei He ⋅ Yihong Dong ⋅ Xiaoxin He ⋅ Tianyu Gao ⋅ Bryan Hooi
[ OpenReview] 
Poster
None
Rethinking Training Targets, Architectures and Data Quality for Universal Speech Enhancement
Szu-Wei Fu ⋅ Rong Chao ⋅ Xuesong Yang ⋅ Sung-Feng Huang ⋅ Ryandhimas E Zezario ⋅ Rauf Nasretdinov ⋅ Ante Jukić ⋅ Yu Tsao ⋅ Frank Wang
[ OpenReview] 
Poster
None
CorridorLight: Cooperation as Task Negotiation with Causal Gating for Traffic Signal Control
Pak Lon Ip ⋅ Pengfei Ren ⋅ Yuteng Lin ⋅ Rongqin Chen ⋅ Tsz Nam Chan ⋅ Leong Hou U
[ OpenReview] 
Poster
None
MASTA: A Feedback-Scheduled Multi-Agent System for End-to-End Tamarin Protocol Modeling and Analysis
Yongkang Xiao ⋅ Qiyi Deng ⋅ Jing Chen ⋅ Min Shi ⋅ JU MA ⋅ Ruiying Du
[ OpenReview] 
Poster
None
EvoGround: Self-Evolving Video Agents for Video Temporal Grounding
MIN JOON JUNG ⋅ Byoung-Tak Zhang ⋅ Lorenzo Torresani
[ OpenReview] 
Poster
None
Beyond Token Representations: Explicit Visual Object Grounding for Video Reasoning Segmentation
Jun Huang ⋅ zhangjunyang ⋅ Zijie Yue ⋅ Bingkun Wang ⋅ Yong Luo ⋅ Miaojing Shi
[ OpenReview] 
Poster
None
Beyond MNIST: Limitations of Amplitude Encoding on Quantum Classification
Xin Wang ⋅ Yabo Wang ⋅ Rebing Wu
[ OpenReview] 
Poster
None
Optimal Contextual Pricing under Agnostic Non-Lipschitz Demand
Jianyu Xu ⋅ Yu-Xiang Wang
[ OpenReview] 
Poster
None
Z-Cache: Accelerating Diffusion Transformers via Self-Reflection
Zegang Cheng ⋅ Zhikai Wang ⋅ Jiacheng Liu ⋅ Xiaobing Tu ⋅ Chang Zhou ⋅ Junjie Chen ⋅ Yue Ma ⋅ Zhiyuan Ma ⋅ Jinkui Ren ⋅ Likai Zou ⋅ Linfeng Zhang
[ OpenReview] 
Poster
None
$h$-control: Training-Free Camera Control via Block-Conditional Gibbs Refinement
Yuzhu Wang ⋅ Xi Ye ⋅ Duo Su ⋅ Yangyang Xu ⋅ Jun Zhu
[ OpenReview] 
Poster
None
Tail Competition Explains Scaling in Best-of-N Sampling for Verifiable Problems
Taro Yano ⋅ Yoichi Ishibashi ⋅ Masafumi Oyamada
[ OpenReview] 
Poster
None
Are Agents Ready to Teach? A Multi-Stage Benchmark for Real-World Teaching Workflows
Zixin CHEN ⋅ Peng Liu ⋅ Rui SHENG ⋅ Haobo Li ⋅ Jianhong Tu ⋅ Deng Xiaodong ⋅ KaShun SHUM ⋅ Dayiheng Liu ⋅ Huamin Qu
[ OpenReview] 
Poster
None
Provable Quantization with Randomized Hadamard Transform
Ying Feng ⋅ Piotr Indyk ⋅ Michael Kapralov ⋅ Dmitrii Krachun ⋅ Boris Prokhorov
[ OpenReview] 
Poster
None
HPE: Hallucinated Positive Entanglement for Backdoor Attacks in Federated Self-Supervised Learning
Jiayao Wang ⋅ Yang Song ⋅ Zhendong Zhao ⋅ Jiale Zhang ⋅ Xiaoying Lei ⋅ Qilin Wu ⋅ Wenliang Yuan ⋅ Junwu Zhu ⋅ Dongfang Zhao
[ OpenReview] 
Poster
None
Riemannian Ordinary Least Squares
Xiaoyu Chen ⋅ Zipan Huang ⋅ Yingyan Zeng
[ OpenReview] 
Poster
None
DeGlare: Self-Supervised Specular Removal for Industrial Metallic Surfaces via Multi-Illumination Priors
Bisma Amjad ⋅ Henry Wood ⋅ William Jacobs ⋅ Andrew R Mills
[ OpenReview] 
Poster
None
GT-Free OCR Metrics: A Reference-Free Evaluation Framework for Document OCR Systems
Kshitij Singh
[ OpenReview] 
Poster
None
Untrusted Content Masking for Web Agents with Security Guarantees
Kristina Nikolić ⋅ Egor Zverev ⋅ Javier Rando ⋅ Matthew Jagielski ⋅ Edoardo Debenedetti ⋅ Florian Tramer
[ OpenReview] 
Poster
None
TriAxialKV: Toward Extreme Low-Precision KV-Cache Quantization for Agentic Inference Tasks
Hanzhang Shen ⋅ Haoran Wu ⋅ Yiren Zhao ⋅ Robert Mullins
[ OpenReview] 
Poster
None
CONSTRAINER: Promptable Graph-Structured Optimization via Constraint Conditioning
Zeeshan Memon ⋅ Mingke Tian ⋅ Xinyuan Song ⋅ Hongwei Jin ⋅ Kibaek Kim ⋅ Liang Zhao
[ OpenReview] 
Poster
None
CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents
Hanna Foerster ⋅ Tom Blanchard ⋅ Kristina Nikolić ⋅ I Shumailov ⋅ Cheng Zhang ⋅ Robert Mullins ⋅ Nicolas Papernot ⋅ Florian Tramer ⋅ Yiren Zhao
[ OpenReview] 
Poster
None
ObjView-Bench: Rethinking Difficulty and Deployment for Object-Centric View Planning
Sicong Pan ⋅ Hao Hu ⋅ Xuying Huang ⋅ Benno Wingender ⋅ Maren Bennewitz
[ OpenReview] 
Poster
None
Structured Unitary Tensor Network Representations for Circuit-Efficient Quantum Data Encoding
Guang Lin ⋅ Toshihisa Tanaka ⋅ Qibin Zhao
[ OpenReview] 
Poster
None
NoTA: Normalized Tensor Adaptation for Parameter-Efficient Continual Learning
Yunsong Deng ⋅ Yuning Qiu ⋅ Qibin Zhao ⋅ Guoxu Zhou
[ OpenReview] 
Poster
None
On the Complexity of Discounted Robust MDPs with $L_p$ Uncertainty Sets
Ali Asadi ⋅ Krishnendu Chatterjee ⋅ Alipasha Montaseri ⋅ Ali Shafiee
[ OpenReview] 
Poster
None
TabClustPFN: A Prior-Fitted Network for Tabular Data Clustering
Tianqi Zhao ⋅ Guanyang Wang ⋅ Yan Shuo Tan ⋅ Qiong Zhang
[ OpenReview] 
Poster
None
DBPS: Doob-Bridge Posterior Sampler with Balanced Endpoint-Population Control for Unpaired Neurodegenerative Pathology Transport
Xinyu Guo ⋅ Jiajia Xie ⋅ Xin He ⋅ Christophe Ye ⋅ Batuhan Nursal ⋅ Hongyu Xue ⋅ Cassie Mitchell
[ OpenReview] 
Poster
None
Multiscale Supervised Unbalanced Optimal Transport Flow Matching
Qiangwei Peng ⋅ Lezhi Chen ⋅ Peijie Zhou
[ OpenReview] 
Poster
None
Score-based Variational Inference via Quantum Maximally Mixed States
Yuchen CONG ⋅ Zerui Tao ⋅ Chao Li ⋅ Zhe Sun ⋅ Qibin Zhao
[ OpenReview] 
Poster
None
Beyond Exemplar Selection: Value-Aware Memory Allocation in Replay-Based Continual Learning
Yuhang Li ⋅ Guoxu Zhou ⋅ Zhenhao Huang ⋅ Yuning Qiu ⋅ Qibin Zhao
[ OpenReview] 
Poster
None
Predictive Surprise as Self-Grounding Concept Bottleneck for Interpretable Time Series
Sachith Abeywickrama ⋅ Emadeldeen Eldele ⋅ Min Wu ⋅ Xiaoli Li ⋅ Chau Yuen
[ OpenReview] 
Poster
None
When Less is More: The LLM Scaling Paradox in Context Compression
Ruishan Guo ⋅ Yibing Liu ⋅ Guoxin Ma ⋅ Yan Wang ⋅ Yueyang Zhang ⋅ Long Xia ⋅ Kecheng Chen ⋅ Zhiyuan Sun ⋅ Daiting Shi
[ OpenReview] 
Poster
None
WorldCoder-Bench: Benchmarking Physically Grounded 3D World Synthesis
Shuo Lu ⋅ Yinuo Xu ⋅ Kecheng Yu ⋅ Siru Jiang ⋅ Yongcan Yu ⋅ Yubin Wang ⋅ Haitao Yang ⋅ Yuxiang Zhang ⋅ Bin Wang ⋅ Ran He ⋅ Jian Liang
[ OpenReview] 
Poster
None
SpikeSTAG: A Dendritic Compartmental Spiking Graph Network for Multivariate Time-Series Forecasting
Bang Hu ⋅ Changze Lv ⋅ Junyi Wang ⋅ mingjieli ⋅ Xiaoqing Zheng ⋅ Fan Zhang ⋅ wei cao
[ OpenReview] 
Poster
None
MPCI-Bench: A Benchmark for Multimodal Pairwise Contextual Integrity Privacy Evaluation of Language Model Agents
Shouju Wang ⋅ Haopeng Zhang
[ OpenReview] 
Poster
None
LaSA-Net: A Language-Guided Network for Outdoor Generalized 3D Referring Expression Segmentation
Lingfei Ma ⋅ Bin Liu ⋅ Wen Li ⋅ Wentao Sun ⋅ Chaorui Liu ⋅ Haiyan Guan ⋅ Jonathan Jun LI
[ OpenReview] 
Poster
None
Data-Free Reservoir Features for Efficient Long-Horizon Cold-Start Continual Learning
Augustinas Jučas ⋅ Yangchen Pan
[ OpenReview] 
Poster
None
MutQA: A Cross-Validated Q&A Dataset for Genetic Mutations
Robert McCourt ⋅ Oladimeji Macaulay ⋅ David Arredondo ⋅ Luis E Tafoya ⋅ Oluoma Edeh ⋅ Kushal Virupakshappa ⋅ Yue Hu ⋅ My N Bach ⋅ Enrique A Ruiz ⋅ Shrey Poshiya ⋅ Debjani P Hudgens ⋅ Deepali Kundnani ⋅ Avinash Sahu
[ OpenReview] 
Poster
None
When Can Digital Personas Reliably Approximate Human Survey Findings?
Mumin Jia ⋅ Yilin Chen ⋅ Divya Sharma ⋅ Jairo Diaz-Rodriguez
[ OpenReview] 
Poster
None
Roll2Depth: Zero-Shot Metric Depth Estimation Exploiting Camera's Rolling Shutter Effect
Rui Xiao ⋅ Jinming Xu ⋅ Jinsong Han
[ OpenReview] 
Poster
None
Improving Neural Processes in the Low-Data Regime via Context-Subset Training and Self-Distillation
Hyungi Lee ⋅ Jangho Kim
[ OpenReview] 
Poster
None
Resilience Matters for Embodied Agents System: New Metrics, Systematic Evaluation, and Optimization
Yapeng Liu ⋅ Yuanzhao Zhai ⋅ Xudong Gong ⋅ Feng Dawei ⋅ Bo Ding ⋅ Lin Wang ⋅ Huaimin Wang
[ OpenReview] 
Poster
None
Reporting Practice Matters: The Impact of Reference Choice on Chest X-ray Report Evaluation
Daniel P Jeong ⋅ Charles Q Li ⋅ Hossein Hosseiny ⋅ Nitya M Bhalla ⋅ Fatma U Morency ⋅ Pradeep Ravikumar ⋅ Zachary Lipton ⋅ Michael Oberst
[ OpenReview] 
Poster
None
VerifyThisBench: Joint Evaluation of Code, Specifications, and Proof
Xun Deng ⋅ Barış Bayazıt ⋅ Si Cheng Zhong ⋅ Andreas Veneris ⋅ Fan Long ⋅ Xujie Si
[ OpenReview] 
Poster
None
Facts Don't Speak Louder than Words: The Behavioral Essence of Long-CoT Distillation
Yongcan Yu ⋅ Jian Liang ⋅ Lingxiao He ⋅ Kuangpu Guo ⋅ Yanbo Wang ⋅ Shuo Lu ⋅ Meng Wang ⋅ Ran He
[ OpenReview] 
Poster
None
CASPIAN: Online Detection and Attribution of Cascade Attacks in LLM Multi-Agent Systems via Cross-Channel Causal Monitoring
Kavana Venkatesh ⋅ Jafar Isbarov ⋅ Saad Amin ⋅ Murat Kantarcioglu ⋅ Jiaming Cui
[ OpenReview] 
Poster
None
Split Then Select: Moment-Preserving Density Control for Generalized Primitive Splatting
Yangkai Lin ⋅ Jiehong Lin ⋅ Kui Jia
[ OpenReview] 
Poster
None
Mechanistic Critics for Sample-Efficient NPU Design-Space Exploration
Yicheng He ⋅ Yuqi Xue ⋅ Tianyang Wu ⋅ Jian Huang ⋅ Bin Hu
[ OpenReview] 
Poster
None
Can LLMs explain themselves truthfully with code?
Nhi Nguyen ⋅ Shauli Ravfogel ⋅ Rajesh Ranganath
[ OpenReview] 
Poster
None
Do Pathology Foundation Models Encode Disease Progression? A Pseudotime Analysis of Visual Representations
Pritika Vig ⋅ Renchin Wu ⋅ William Lotter
[ OpenReview] 
Poster
None
Reasoning Gestures: LLM-Inferred Communicative Functions for Co-Speech Gesture Generation
Pinxin Liu ⋅ Haiyang Liu ⋅ Yunlong Tang ⋅ Luchuan Song
[ OpenReview] 
Poster
None
Cross-Dialect Generalization Without Retraining: Benchmarks and Evaluation of Schema-Derived Constrained Decoding for MLIR
Plawan K Rath
[ OpenReview] 
Poster
None
Federated Dataset Simulation: Inducing Label-Free Heterogeneity Across Tasks
Vasilis Siomos ⋅ Lam Ngo ⋅ Jonathan Passerat-Palmbach ⋅ Giacomo Tarroni
[ OpenReview] 
Poster
None
VAANI: Capturing the language landscape for an inclusive digital India
Sujith Pulikodan ⋅ Abhayjeet Singh ⋅ Agneedh Basu ⋅ Nihar Desai ⋅ Pavan K J ⋅ Pranav D Bhat ⋅ Raghu Dharmaraju ⋅ Ritika Gupta ⋅ Sathvik Udupa ⋅ Saurabh Kumar ⋅ Sumit Sharma ⋅ Visruth Sanka ⋅ Dinesh Tewari ⋅ Harsh Dhand ⋅ Amrita Kamat ⋅ Sukhwinder Singh ⋅ Shikhar Vashishth ⋅ Partha Talukdar ⋅ Raj Acharya ⋅ Prasanta Ghosh
[ OpenReview] 
Poster
None
TailFix: Mitigating Error Accumulation and Correcting Tail Deterioration in Long-Horizon Forecasting
Hua Wang ⋅ Haijing Gao ⋅ Fan Zhang
[ OpenReview] 
Poster
None
Risk Horizons: Structured Hypothesis Spaces for Longitudinal Clinical Prediction
Zhan Qu ⋅ Michael Färber
[ OpenReview] 
Poster
None
Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback
Huaisong Zhang ⋅ Hao Yu ⋅ Yuxuan Zhang ⋅ Jiahe Wang ⋅ Xinrui Chen ⋅ Haoxiang Cao ⋅ Feng Lu ⋅ Wendong Zhang ⋅ Changqian Yu ⋅ Chun Yuan
[ OpenReview] 
Poster
None
Reconstruction or Semantics? What Makes a Latent Space Useful for Robotic World Models
Nilaksh ⋅ Saurav Jha ⋅ Artem Zholus ⋅ Sarath Chandar
[ OpenReview] 
Poster
None
Watching Itself Watch: Self-Auditing Visual Reliance for Video Reasoning
Rohan Dugad ⋅ Romy Luo ⋅ Kristen Grauman
[ OpenReview] 
Poster
None
Mental Imagery That Matters: Curing Latent Collapse in Multimodal Reasoning
Romy Luo ⋅ Rohan Dugad ⋅ Zihui (Sherry) Xue ⋅ Alex Dimakis ⋅ Kristen Grauman
[ OpenReview] 
Poster
None
SearchV: Evolutionary Fine-Grained Visual-Token Skipping for Efficient Vision-Language Models
Xinrui Chen ⋅ Zhen Huang ⋅ Shuwei Li ⋅ Fanyi Zeng ⋅ Dongxu Yue ⋅ Hao Yu ⋅ Huaisong Zhang ⋅ Xitong Ling ⋅ Yongxian Wei ⋅ Feng Lu ⋅ Chun Yuan
[ OpenReview] 
Poster
None
DPPE: Rethinking Camera-Based Positional Encoding for Scaling Multi-View Transformers
Shun Kenney ⋅ Teppei Suzuki
[ OpenReview] 
Poster
None
Robust Flow Matching under Target Corruption and Label Noise
Mert C Kurucu ⋅ Erik Englesson ⋅ Hossein Azizpour
[ OpenReview] 
Poster
None
Generation-Drift-Guided Block Pruning for Large Language Models
ZHIQI HUANG ⋅ Heedong Kim ⋅ ZHANG LINTONG ⋅ Seong-Whan Lee
[ OpenReview] 
Poster
None
Dimension Bounds for Contractive Reservoir Computing from Input Entropy
Pradeep Singh ⋅ Kishore B Nampalle ⋅ Balasubramanian Raman
[ OpenReview] 
Poster
None
The Minimax Rate of Second-Order Calibration
Kamil Ciosek ⋅ Banafsheh Rafiee ⋅ Sina Ghiassian ⋅ Nicolò Felicioni
[ OpenReview] 
Poster
None
DiPhon: Diffusion on Graphons for Scalable Graph Generation
Sergio Rozada ⋅ Yiming QIN ⋅ Manuel Madeira ⋅ Pascal Frossard ⋅ Alejandro Ribeiro
[ OpenReview] 
Poster
None
Near-Optimal Decentralized Stochastic Convex Optimization over Networks
Amit Attia ⋅ Nitai Kluger ⋅ Tomer Koren
[ OpenReview] 
Poster
None
Random-Effects Centroids for Domain Generalization
Jinyong Jeong ⋅ Hyungu Kahng ⋅ Seoung Bum Kim
[ OpenReview] 
Poster
None
The Shape of Events: Edge-Based Inductive Biases via Cross-Domain Distillation
Shunsuke Yasuki ⋅ Masato Taki ⋅ Soshun Kihara
[ OpenReview] 
Poster
None
Revealing the Gap in Human and VLM Scene Perception through Counterfactual Semantic Saliency
Ziqi Wen ⋅ Parsa Madinei ⋅ Miguel Eckstein
[ OpenReview] 
Poster
None
Lang-SVG: Hierarchical Image Vectorization with Language Priors
Xi Liu ⋅ Chaoyi Zhou ⋅ Run Wang ⋅ Jiaang Li ⋅ Feng Luo ⋅ Junxiang Huang ⋅ Siyu Huang
[ OpenReview] 
Poster
None
Co-Evolving Policy Distillation
Naibin Gu ⋅ Chenxu Yang ⋅ Qingyi Si ⋅ Chuanyu Qin ⋅ Dingyu Yao ⋅ Peng Fu ⋅ Zheng Lin ⋅ Weiping Wang ⋅ Nan Duan ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Revisiting Diffusion Fine-Tuning for Unsupervised Domain Adaptation
Xuan Qi ⋅ Yi Wei ⋅ Daniele Berardini ⋅ Vito Paolo Pastore ⋅ Vittorio Murino
[ OpenReview] 
Poster
None
Bridging CLIP with DINO: Cross-Modal Information Maximization for Online Test-Time Adaptation
Taehooon Kim ⋅ Wonjun Hwang ⋅ Hyunsouk Cho
[ OpenReview] 
Poster
None
SDFlow: Similarity-Driven Flow Matching for Time Series Generation
Wei Li ⋅ FENG SHIBO ⋅ Pengcheng Wu ⋅ Xingyu Gao ⋅ Min Wu ⋅ Peilin Zhao
[ OpenReview] 
Poster
None
Self-Distilled RLVR
Chenxu Yang ⋅ Chuanyu Qin ⋅ Qingyi Si ⋅ Minghui Chen ⋅ Naibin Gu ⋅ Dingyu Yao ⋅ Zheng Lin ⋅ Weiping Wang ⋅ Nan Duan ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Harnessing Streaming Video in the Wild
Dingyu Yao ⋅ Shuhuan Gu ⋅ Qingyi Si ⋅ Junhao Zhou ⋅ Chenxu Yang ⋅ Chuanyu Qin ⋅ Naibin Gu ⋅ Zheng Lin ⋅ Weiping Wang ⋅ Nan Duan ⋅ Jiaqi Wang
[ OpenReview] 
Poster
None
Correspondence Pruning by Iterative Structural Rectification
Guangwei Zhang ⋅ Gang Wang
[ OpenReview] 
Poster
None
InTAct: Interval-based Task Activation Consolidation for Continual Learning
Patryk Krukowski ⋅ Jan Miksa ⋅ Piotr Helm ⋅ Jacek Tabor ⋅ Paweł Wawrzyński ⋅ Przemysław Spurek
[ OpenReview] 
Poster
None
Predicting Human-Gain Curves under Local Proxy Optimization from Repeated Ratings
Moonwon Choi ⋅ Kisung Nam ⋅ Seunggeun Lee
[ OpenReview] 
Poster
None
When Attention Collapses: Residual Evidence Modeling for Compositional Inference
Niklas Houba
[ OpenReview] 
Poster
None
Control First, Robustness Next: Decoupled Representation Learning for Visual RL Generalization
heo chanyong ⋅ Hyelyn Jeong ⋅ Jongchan Park ⋅ Seungjun Oh ⋅ Yusung Kim
[ OpenReview] 
Poster
None
Dandelions: A Spherical Flower for Neural Simulation of Planetary Dynamics
Till Muser ⋅ Giovanni Abati ⋅ Ivan Dokmanić
[ OpenReview] 
Poster
None
CardioLens: Revealing the Clinical Reality Gap of MLLMs via Multi-Sequence Cardiac MRI Evaluations
Zixian Su ⋅ Hongkai Zhang ⋅ Fan Gao ⋅ Encheng Su ⋅ Taiping Qu ⋅ Jingwei Guo ⋅ Zhang Nan ⋅ Hui Wang ⋅ Zhen Zhou ⋅ Kairui Bo ⋅ Yan Chen ⋅ Yue Ren ⋅ Shuai Li ⋅ Lei Xu ⋅ Henggui Zhang
[ OpenReview] 
Poster
None
From SGD to Muon: Adaptive Optimization via Schatten-p Norms
Thomas Massena ⋅ Corentin Friedrich ⋅ Mathieu Serrurier
[ OpenReview] 
Poster
None
FLAG: Flow Policy MaxEnt-RL by Latent Augmented Guidance
Sungha Kim ⋅ Gawon Lee ⋅ Jusuk Lee ⋅ Jonghae Park ⋅ H. Jin Kim ⋅ Daesol Cho
[ OpenReview] 
Poster
None
AgroOmni: A Large-Scale Multi-view Agricultural Dataset for Cross-Scale Multimodal Reasoning
Jiarui Zhang ⋅ Junqi Hu ⋅ Zurong Mai ⋅ Yang Liu ⋅ Yuhang Chen ⋅ Loushuohong ⋅ Henglian Huang ⋅ Hong Cheng ⋅ Lingyuan Zhao ⋅ Huang Jianxi ⋅ Yutong Lu ⋅ Haohuan Fu ⋅ Juepeng Zheng
[ OpenReview] 
Poster
None
EA-WM: Event-Aware Generative World Model with Structured Kinematic-to-Visual Action Fields
Zhaoyang Yang ⋅ Yurun Jin ⋅ Lizhe Qi ⋅ Cong Huang ⋅ Kai Chen
[ OpenReview] 
Poster
None
CATS: Acceptance-Oriented Critical Token Adaptive Selection for Multimodal Speculative Decoding
Kaiwen Liu ⋅ Yangkai Xie ⋅ Shuxia Lin ⋅ Liu Chonghan ⋅ Xu Yang ⋅ Yiguo Qiao
[ OpenReview] 
Poster
None
How to Train a Surgeon? Benchmarking Generalist Agents in Surgical Scene Understanding
Gengyuan Zhang ⋅ Xiao Han ⋅ Shijie Zhou ⋅ Abdullah Koukash ⋅ Ghazal Ghazaei ⋅ Jindong Gu ⋅ Jingpei Wu ⋅ Yuqicheng Zhu ⋅ Nassir Navab ⋅ Volker Tresp
[ OpenReview] 
Poster
None
Runtime Verification of Multiple Natural Language Criteria for Agent Governance
Silviu Pitis ⋅ Parand A. Alamdari ⋅ Jessica Tang ⋅ Toryn Klassen ⋅ Sheila McIlraith
[ OpenReview] 
Poster
None
CSO: Refining Robotic Policies via Skill Distribution Alignment and Skill-Grained Optimization
Zhiyuan Xiang ⋅ Xiang Deng ⋅ Wanjie Tao ⋅ Xu Chen ⋅ Zhao Jielun ⋅ Weili Guan
[ OpenReview] 
Poster
None
PRIM: Meta-Learned Bayesian Root Cause Analysis
Christopher Lohse ⋅ Anish Dhir ⋅ Amadou Ba ⋅ Bradley Eck ⋅ Marco Ruffini ⋅ Jonas Wahl
[ OpenReview] 
Poster
None
Evolutionary foraging in grids: Intermittent search emerges as an optimal strategy
Shailendra Bhandari ⋅ Alex Szorkovszky ⋅ Anis Yazidi ⋅ Pedro G Lind
[ OpenReview] 
Poster
None
Vermeer: Autoregressive generative modeling of microscopy predicts protein localization
Sandeep Kambhampati ⋅ Eric Zimmermann ⋅ Emre B Hayir ⋅ Kevin K Yang ⋅ Fei Chen ⋅ Alex X Lu
[ OpenReview] 
Poster
None
RAIL: Representation-Aligned Imitation Learning for Student-Compatible Teacher Policies
Meraj Mammadov ⋅ Pedro Zuidberg Dos Martires ⋅ Johannes A Stork
[ OpenReview] 
Poster
None
Identifiable alignment of unpaired representations
Stas Syrota ⋅ Albert L Serrano ⋅ Johanne Franck ⋅ Søren Hauberg
[ OpenReview] 
Poster
None
No Triangulation Without Representation: Generalization in Topological Deep Learning
Johannes S Schmidt ⋅ Martin Carrasco ⋅ Ernst Röell ⋅ Guy Wolf ⋅ Nello Blaser ⋅ Bastian Rieck
[ OpenReview] 
Poster
None
Alignment Needs 'Cognitive Control': On The Role of Regularization in LLM Alignment
Nona Ghazizadeh ⋅ Elnaz Rahmati ⋅ Morteza Dehghani ⋅ Payam Piray
[ OpenReview] 
Poster
None
Disentanglement as Identifiable Pushforward Factorisation
Carl Allen
[ OpenReview] 
Poster
None
Quantitative Local Convergence of Mean-Field Stein Variational Gradient Flow
Lénaïc Chizat ⋅ Maria Colombo ⋅ Roberto Colombo ⋅ Xavier Fernández-Real
[ OpenReview] 
Poster
None
Scale Where It Matters: Training-Free Localized Scaling for Diffusion Models
Qin Ren ⋅ Yufei Wang ⋅ Lanqing Guo ⋅ Wen Zhang ⋅ Zhiwen Fan ⋅ Chenyu You
[ OpenReview] 
Poster
None
Task-Aware KV Cache Compression for LLM Agents via Utility-Driven Step Pruning
Yusen Wu ⋅ Yefan Wang ⋅ Jia Yee Tan ⋅ Guangyuan Dong ⋅ Shuang Chen ⋅ Jing Yang ⋅ Rongfeng Guo ⋅ Por L Yee ⋅ Yongtai Liu
[ OpenReview] 
Poster
None
GeoSym127K: Scalable Symbolically-verifiable Synthesis for Multimodal Geometric Reasoning
Jinhao Jing ⋅ Zheng Ma ⋅ Jinwei Liang ⋅ Qiannian Zhao ⋅ Shuang Chen ⋅ Jing Yang ⋅ Prayag Tiwari ⋅ Jingjing Bai ⋅ Benyou Wang ⋅ Por L Yee ⋅ Zhan Su ⋅ Lewei Lu
[ OpenReview] 
Poster
None
Beyond Training Time, Test-Time Coordination is Essential for Cooperative MARL
Dongsu Lee ⋅ Sooraj Sathish ⋅ Joonkyung Kim ⋅ Woojun Kim ⋅ Amy Zhang
[ OpenReview] 
Poster
None
ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork
Caroline Wang ⋅ Muhammad Arrasy Rahman ⋅ Benjamin Nativi ⋅ Johnny Liu ⋅ Jiaxun Cui ⋅ Yoonchang Sung ⋅ Peter Stone
[ OpenReview] 
Poster
None
RECAP: Looking Once Is Not Enough for Vision-Language Reasoning
Zhaolu Kang ⋅ Tailong Luo ⋅ Chenxin Li ⋅ Zhenyu Yu ⋅ Fengyu Zhou ⋅ Jiachen Qian ⋅ Lei Wei ⋅ Shuang Chen ⋅ Jiachen Li ⋅ Yingjie He ⋅ Eric Hanchen Jiang ⋅ Rongchao Zhang ⋅ Zhengtao Yao ⋅ Hoi L Lee ⋅ Guansu Wang ⋅ Kaiyue Zhou
[ OpenReview] 
Poster
None
Depth2Pose: A Pose-Based Benchmark for Monocular Depth Estimation without Ground-Truth Depth
Viktor Kocur ⋅ Sithu Aung ⋅ Gabrielle Flood ⋅ Yaqing Ding ⋅ Lukas Bujnak ⋅ Torsten Sattler ⋅ Zuzana Kukelova
[ OpenReview] 
Poster
None
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents
Shijue Huang ⋅ Hangyu Guo ⋅ Guanting Dong ⋅ Chenxin Li ⋅ Junting Lu ⋅ Xinyu Geng ⋅ Zhaochen Su ⋅ Zhenyu Li ⋅ Shuang Chen ⋅ Hongru WANG ⋅ Yi R. (May) Fung
[ OpenReview] 
Poster
None
TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning
ZhiYuan Feng ⋅ Yu Deng ⋅ Ruichuan An ⋅ Zhenhua Liu ⋅ Qixiu Li ⋅ Keming Wu ⋅ Zhiying Du ⋅ Weijie Wang ⋅ Haoxiao Wang ⋅ Shuang Chen ⋅ Sicheng Xu ⋅ Yaobo Liang ⋅ Jiaolong Yang ⋅ Baining Guo
[ OpenReview] 
Poster
None
Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation
Yuchen Cai ⋅ Ding Cao ⋅ Liang Lin ⋅ Chunxi Luo ⋅ Xin Xu ⋅ Kai Yang ⋅ Weijie Liu ⋅ Saiyong Yang ⋅ Tianxiang Zhao ⋅ Guangzhong Sun ⋅ Guiquan Liu ⋅ Junfeng Fang
[ OpenReview] 
Poster
None
TimeClaw: A Time-Series AI Agent with Exploratory Execution Learning
Hangchen Liu ⋅ Dongyuan Li ⋅ Renhe Jiang ⋅ Jiewen Deng ⋅ Weiwei Ye ⋅ Yoshihide Sekimoto
[ OpenReview] 
Poster
None
Interpretable Multiway-Split Trees
Bo Chi ⋅ Yulin Zhang ⋅ Chudi Zhong ⋅ Cynthia Rudin
[ OpenReview] 
Poster
None
Implicit Neural Representations for Variational Problems on Graphons
Taeyoung Kim ⋅ Jineon Baek ⋅ Joonkyung Lee ⋅ Hongseok Yang
[ OpenReview] 
Poster
None
Towards Better Generalization in Lifelong Person Re-Identification with Flatness-Aware Learning
Seungbin Hong ⋅ Sung W Yoon ⋅ Jae-Young Sim
[ OpenReview] 
Poster
None
PRISM: Priority-Guided Scanning in the Wavelet Domain for UAV Maritime Small Object Detection
Pengqi Gao ⋅ Fan Shi ⋅ Mianzhao Wang ⋅ Jiangpeng Zheng ⋅ Xu Cheng ⋅ Shengyong Chen
[ OpenReview] 
Poster
None
She Performs Your Voice: A Unified Speech and Dance Motion Model
Lurui Wang ⋅ yongkang cheng ⋅ Can Xu
[ OpenReview] 
Poster
None
Fingerprinting Inference Systems of Large Language Models
Anna Wimbauer ⋅ Jonas Möller ⋅ Erik Imgrund ⋅ Konrad Rieck
[ OpenReview] 
Poster
None
Tree Search With Predictions
Michael Dinitz ⋅ Bob Dong
[ OpenReview] 
Poster
None
Self-Evolving Agents Should Build Internal and External Models of the World
Luiz Felipe Vecchietti ⋅ Bryan N Wijaya ⋅ Wenchao Dong ⋅ Meeyoung Cha
[ OpenReview] 
Poster
None
Primal-Dual Flow Matching for Sample-Wise Constrained Generation
Zhengyan Huan ⋅ Peter Y. Lu ⋅ Shuchin Aeron
[ OpenReview] 
Poster
None
Few-Shot Truly Benign DPO Attack for Jailbreaking LLMs
Yoon Sangyeon ⋅ Wonje Jeung ⋅ Yoonjun Cho ⋅ Dongjae Jeon ⋅ Albert No
[ OpenReview] 
Poster
None
LongScape: Advancing Long-Horizon Embodied World Models with Context-Aware MoE
Lei Jin ⋅ Yu Shang ⋅ Yiding Ma ⋅ Xinhao Jin ⋅ Xin Zhang ⋅ Chen Gao ⋅ Wei Wu ⋅ Yong Li
[ OpenReview] 
Poster
None
VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following
Hyesoo Hong ⋅ Min S Kim ⋅ Wonje Jeung ⋅ Yoon Sangyeon ⋅ Dongjae Jeon ⋅ Albert No
[ OpenReview] 
Poster
None
ElasticFit: Fit-Aware 3D Object Insertion via VLM Reasoning and Generative Adaptation
Tzu-Hsin Hsieh ⋅ Ricardo Marroquim
[ OpenReview] 
Poster
None
MoTo: Mixture of Tokenizers Towards Fair Multilingual Language Modeling
Gül Sena Altıntaş ⋅ Colin Raffel
[ OpenReview] 
Poster
None
Activation Steering of Video Generation Models via Reduced-Order Linear Optimal Control
Jihoon Hong ⋅ Alice Chan ⋅ Qiyue Dai ⋅ Julian Skifstad ⋅ Glen Chou
[ OpenReview] 
Poster
None
Bayesian Causal Experimental Design for CATE Estimation under Noncompliance
Erdun Gao ⋅ Yuanyuan Wang ⋅ Liang Zhang ⋅ Yuhang Liu ⋅ Haoxuan Li ⋅ Mingming Gong ⋅ Dino Sejdinovic
[ OpenReview] 
Poster
None
SkillOrchestra: Learning to Route Agents via Skill Transfer
Jiayu Wang ⋅ Yifei Ming ⋅ Zixuan Ke ⋅ Shafiq Joty ⋅ Aws Albarghouthi ⋅ Frederic Sala
[ OpenReview] 
Poster
None
X2HDR: HDR Image Generation in a Perceptually Uniform Space
Ronghuan Wu ⋅ Wanchao Su ⋅ Kede Ma ⋅ Jing Liao ⋅ Rafal Mantiuk
[ OpenReview] 
Poster
None
R-GRec: Relation-Guided Generative Recommendation via Collaborative Graph Supervision
Xiangfu Meng ⋅ Jiapeng Yang ⋅ Lei Shi ⋅ xue wang ⋅ Yuefeng Zhan ⋅ Chen Gu ⋅ Hao Sun ⋅ Weiwei Deng ⋅ Tao Yao ⋅ Feng Sun ⋅ Qi Zhang
[ OpenReview] 
Poster
None
Procedural Memory Distillation: Online Reflection for Self-Improving Language Models
Ye Liu ⋅ Srijan Bansal ⋅ Bo Pang ⋅ Yang Li ⋅ Zeyu L Liu ⋅ Yifei Ming ⋅ Zixuan Ke ⋅ Shafiq Joty ⋅ Semih Yavuz
[ OpenReview] 
Poster
None
Effect-Level Validation for Causal Discovery in Interactive Telemetry
Dang Van Cong Hoang ⋅ Luan Pham ⋅ Minh Nguyen
[ OpenReview] 
Poster
None
PCEval: A Benchmark for Evaluating Physical Computing Capabilities of Large Language Models
Inpyo Song ⋅ Eunji Jeon ⋅ Jangwon Lee
[ OpenReview] 
Poster
None
Mitigating Data Heterogeneity Effect in Client-Reshuffling-Based Federated Learning
Su Zhang ⋅ Peiran Yu ⋅ Heng Huang
[ OpenReview] 
Poster
None
Benchmarking Multi-Modal Graph-based Social Media Popularity Prediction
Utkarsh Sahu ⋅ Zhisheng Qi ⋅ Li Zhu ⋅ Yizhao Yang ⋅ Jun Li ⋅ Ryan Rossi ⋅ Yu Wang
[ OpenReview] 
Poster
None
Adaptive Attribute Completion with Representation Space for Incomplete Graph Domain Adaptation
Niya Yang ⋅ Di Jin ⋅ Zhizhi Yu ⋅ Liang Yang ⋅ Yuxiao Huang ⋅ Dongxiao He ⋅ Jianguo Wei
[ OpenReview] 
Poster
None
Towards Universal Black-box Attacks on Graph Neural Networks
Runze Li ⋅ Di Jin ⋅ Xiaobao Wang ⋅ Bingdao Feng ⋅ Dongxiao He
[ OpenReview] 
Poster
None
Resolving Time-Frequency Ridge Crossings via Frequency-Rate Lifting
Pingping Pan ⋅ You Li ⋅ Yunjian Zhang ⋅ Mu-Jiang-Shan Wang
[ OpenReview] 
Poster
None
Out-of-Distribution Detection in Continual Learning
Nimeshika Udayangani ⋅ Sarah Erfani ⋅ Flora Salim ⋅ Christopher Leckie
[ OpenReview] 
Poster
None
TrAction: Action Recognition with Sparse Trajectories
Jan F Meier ⋅ Felix B Mueller ⋅ Alexander Ecker ⋅ Timo Lüddecke
[ OpenReview] 
Poster
None
Adaptive Gated Simplicial Propagation for Node Classification in Multimodal Graphs
Linlin Ye ⋅ FangFang Li ⋅ Huihui Zhang ⋅ Lincheng Jiang ⋅ Wei Wu
[ OpenReview] 
Poster
None
WATERFALL: Workflow for Adaptive Training with Evolutionary Reward Formulation and Automated Learning Loops
Eleftherios Triantafyllidis ⋅ Filippos Christianos ⋅ Zhibin Li ⋅ Bernd Bickel
[ OpenReview] 
Poster
None
ScrapeGraphAI-100k: Dataset for Schema-Constrained LLM Generation
William Brach ⋅ Francesco Zuppichini ⋅ Lorenzo Padoan ⋅ Marco Vinciguerra
[ OpenReview] 
Poster
None
Where and When Identity Forms: Identity-Vital Attention Redistribution for Training-Free Subject-Driven Generation
Luan T Trinh ⋅ Atsuki Osanai ⋅ Kenji Doi
[ OpenReview] 
Poster
None
MSR-3D: Multi-Mode Semantic Representation for Open-Vocabulary 3D Scene Understanding
Jianan Fu ⋅ ting Wu ⋅ Rui Yang ⋅ Jiacheng Sun ⋅ Xinghong Zhou ⋅ Chenghai Mao ⋅ Jiaxiang Pan ⋅ Xiaomao Li
[ OpenReview] 
Poster
None
haphazard: A unified library and benchmark for online learning under varying feature availability
Rohit Agarwal ⋅ Arijit Das ⋅ Dilip K. Prasad
[ OpenReview] 
Poster
None
INVITA-WheatFieldState: A Real-World Benchmark for Crop-State Estimation in Wheat Field Trials
Heming Du ⋅ Ruihan Lu ⋅ Javier Fernandez ⋅ Zijian Wang ⋅ Yan Zhao ⋅ Scott C Chapman ⋅ Zi Huang ⋅ Xin Yu
[ OpenReview] 
Poster
None
Learning Informative Invariant Representations via Hierarchical Latent Decomposition
Hyungkwon Lee ⋅ Hyewon Ryu ⋅ Jong-Seok Lee
[ OpenReview] 
Poster
None
ProDG: Prototypes for Data-Free Generative Post-Hoc Explainability
Piotr Borycki ⋅ Magdalena Trędowicz ⋅ Jacek Tabor ⋅ Łukasz Struski ⋅ Przemysław Spurek
[ OpenReview] 
Poster
None
Why Transformer-Based Language Models Need Explicit Mechanisms of Cognitive Control
Suketu Patel ⋅ Hongbin Wang ⋅ Jin Fan
[ OpenReview] 
Poster
None
Cognitive constraints and thalamocortical architecture explain systematic biases and neural signatures in human hierarchical decision-making
Mien B Wang ⋅ Liu Mengxing ⋅ Kai Hwang ⋅ Michael Halassa
[ OpenReview] 
Poster
None
Predictively-Oriented Kalman Filtering
Zheyang Shen ⋅ Gerardo Duran-Martin ⋅ Chris Oates
[ OpenReview] 
Poster
None
Toward Semantically-Consistent Tuning-Free Customization for Rectified Flow Transformers
Jian Jin ⋅ Kai Zhang ⋅ Zhenyong Fu ⋅ Jian Yang
[ OpenReview] 
Poster
None
Rest-Tuning: Data-Efficient Adaptation of EEG Foundation Models to Individuals via Resting-State Signals
Yinuo Zhang ⋅ Xinyu Fu ⋅ Qing Wang ⋅ Yinte Zhang ⋅ Junjie Yu ⋅ Kexin Lou ⋅ Quanying Liu
[ OpenReview] 
Poster
None
Breaking the Exactness Barrier: Interleaved DeepSeek Sparse Attention for Efficient Long Context Reasoning
Yifan Guo ⋅ Wei Cui
[ OpenReview] 
Poster
None
Provable State Estimation with Recurrent Models
Vincent Andrieu ⋅ Pauline Bernard ⋅ Lucas Brivadis ⋅ Laurent Praly ⋅ Christian Wolf ⋅ Vincent Andrieu
[ OpenReview] 
Poster
None
Adaptive and Neutral Theory of Evolution Strategies for Large Language Models
Soma Yokoi ⋅ Issei Sato
[ OpenReview] 
Poster
None
Two Drifts, One Principle: Conflict-Aware Spectral Consolidation for Multimodal Continual Learning
Haiyi Zhang ⋅ Qianyi Cai ⋅ Hanqing Wang ⋅ Zilin Wang ⋅ Xinyue Di ⋅ Yijie Xu ⋅ Yili Wang ⋅ Tianfu Wang ⋅ Yifan Han ⋅ Hui Xiong
[ OpenReview] 
Poster
None
Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs
Wenzhi Fang ⋅ Liangqi Yuan ⋅ Guangchen Lan ⋅ Dong-Jun Han ⋅ Christopher Brinton
[ OpenReview] 
Poster
None
When Empathy Misses the Goal: A Benchmark for Goal Displacement in LLM Advice
Dean Ariel ⋅ Guy LBan
[ OpenReview] 
Poster
None
CORAL: A Benchmark for Structure-aware and Brain-wide Neuron Reconstruction in Light Microscopy
Zekang Yang ⋅ Jiamin Li ⋅ Zhenghua Li ⋅ Jiaqi Fan ⋅ Zengcai V Guo ⋅ Xiaolin Hu
[ OpenReview] 
Poster
None
VeriScope: Measuring Verification-Ready Verilog Artifacts
Wei Zhang ⋅ Jian Yang ⋅ jiajun wu ⋅ Junhang Cheng ⋅ Chufan He ⋅ Yihang Lou ⋅ Xianglong Liu
[ OpenReview] 
Poster
None
Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning
Yuyang Wu ⋅ Yue Huang ⋅ Shuaike Shen ⋅ Xujian Wang ⋅ Shuhao Zhang ⋅ Qiyao Xue ⋅ Weichen Liu ⋅ Runtian Gao ⋅ Jian Ma ⋅ Xiangliang Zhang ⋅ Olexandr Isayev
[ OpenReview] 
Poster
None
CORA: Per-Slice Coherent Orthogonal Rotation for SVD-based Low-Rank Adaptation
Pengcheng Wang ⋅ Ziran Liu ⋅ Wei Wang ⋅ WEI JIANG
[ OpenReview] 
Poster
None
Mapping Uncharted Symmetries: Machine Discovery in Combinatorics
Eugenio Cainelli ⋅ Lorenzo Luccioli ⋅ Alessandro Iraci ⋅ Michele D'Adderio ⋅ Giovanni Paolini
[ OpenReview] 
Poster
None
Hierarchical Graph Representation Learning with Pooling-Induced Substructures
Luca Sbicego ⋅ Xiaowen Dong ⋅ Dorina Thanou
[ OpenReview] 
Poster
None
Enabling VLA Action Self-Verification via VLM Token Probability Bucketing
Chen Zhao ⋅ Zhuoran Wang ⋅ Haoyang Li ⋅ Guanlin Li ⋅ Shifeng Bao ⋅ Youhe Feng ⋅ Yang Li ⋅ Jie Tang ⋅ Jing Zhang
[ OpenReview] 
Poster
None
When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolution
Yu Shi ⋅ Yuyao Zhang ⋅ Yu-Wing Tai
[ OpenReview] 
Poster
None
Teach-to-Reason: Competition-Guided Reasoning with a Self-Improving Teacher
Xiao Han ⋅ Hao Liu ⋅ Zhimin Bao ⋅ Jile Jiao ⋅ Yue Wang ⋅ Hui Guo ⋅ Mou X Feng ⋅ Yi Xu
[ OpenReview] 
Poster
None
OceanCBM: A Concept Bottleneck Model for Mechanistic Interpretability in Ocean Forecasting
Sanah Suri ⋅ Kieran Ringel ⋅ Maike Sonnewald
[ OpenReview] 
Poster
None
Prompt–Activation Duality: Improving Activation Steering via Attention-Level Interventions
Diancheng Kang ⋅ Zheyuan (Frank) Liu ⋅ Ningshan Ma ⋅ Yue Huang ⋅ Zhaoxuan Tan ⋅ Meng Jiang
[ OpenReview] 
Poster
None
Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge
⋅ Stephen Roth ⋅ Stefan Kramer
Poster
None
JobBench: Aligning Agent Work With Human Will
Yuetai Li ⋅ Yichen Feng ⋅ Zhangchen Xu ⋅ Zixian Ma ⋅ Kaiyuan Zheng ⋅ Fengqing Jiang ⋅ Xinghua Sun ⋅ Rulin Shao ⋅ Zichen Chen ⋅ Yue Huang ⋅ Xinyang Han ⋅ Brian Lee ⋅ Kayla Xu ⋅ Shenglai Zeng ⋅ Hang Hua ⋅ Xiangliang Zhang ⋅ Basel Alomair ⋅ Ranjay Krishna ⋅ Luke Zettlemoyer ⋅ Pang Wei Koh ⋅ Bhaskar Ramasubramanian ⋅ Luyao Niu ⋅ Xiang Yue ⋅ Radha Poovendran
[ OpenReview] 
Poster
None
Ordered Policy Optimization
Dongkyu D Cho ⋅ Pan Xu
[ OpenReview] 
Poster
None
What DNA Foundation Models Learn Beyond Sequence Composition
Vincenzo Y Civale ⋅ Andrew Bagdanov ⋅ Alberto Magi
[ OpenReview] 
Poster
None
Securing AI Agents with Information-Flow Control
Manuel Costa ⋅ Boris Köpf ⋅ Aashish Kolluri ⋅ Andrew Paverd ⋅ Mark Russinovich ⋅ Ahmed Salem ⋅ Shruti Tople ⋅ Lukas Wutschitz ⋅ Santiago Zanella-Beguelin
[ OpenReview] 
Poster
None
Understanding Double Descent through Universal Compression
Jiaxuan Cheng ⋅ Addison Spiegel
[ OpenReview] 
Poster
None
Reflective Prompted Policy Optimization: Trajectory-Grounded Revision and Salience Bias
Rahaf Abu Hara ⋅ Vaibbhav Murarri ⋅ Claudio Zito
[ OpenReview] 
Poster
None
Learning Where It Matters: Geometric Anchoring for Robust Preference Alignment
Youngjae Cho ⋅ Jongsuk Kim ⋅ Ji-Hoon Kim
[ OpenReview] 
Poster
None
TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training
Yinyi Luo ⋅ Wenwen Wang ⋅ Haoyue Bai ⋅ Hongyu Zhu ⋅ Hao Chen ⋅ Pan He ⋅ Marios Savvides ⋅ Sharon Li ⋅ Jindong Wang
[ OpenReview] 
Poster
None
PixelDense: Dense Prediction as Representation Alignment for Pixel Diffusion
Lehan Yang ⋅ Daiqing Qi ⋅ Wenhao Zhang ⋅ Avery Li ⋅ Yiqing Yang ⋅ Yifan Li ⋅ Yu Kong ⋅ Haitian Zheng ⋅ Zhifei Zhang ⋅ Zhe Lin ⋅ Varun Jampani ⋅ Sheng Li
[ OpenReview] 
Poster
None
Tail-Risk-Aware Stackelberg Learning
Yujing Chen
[ OpenReview] 
Poster
None
MUSS: A Multi-scale and Sequence-based Model for Single-cell Gene Regulation
Kangjie Zheng ⋅ Amirhossein Vahidi ⋅ Liying Jin ⋅ Joseph Clarke ⋅ Vijaya Baskar ⋅ Connor Rogerson ⋅ mj zhang ⋅ Muzlifah Haniffa ⋅ Anshul Kundaje ⋅ Mohammad Lotfollahi
[ OpenReview] 
Poster
None
UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning
Haoyue Bai ⋅ Yinyi Luo ⋅ Wenwen Wang ⋅ Qingsong Wen ⋅ Jindong Wang
[ OpenReview] 
Poster
None
Algorithms for Linear Equations with Min and Max Operators Under (Absolutely) Halting Condition
Krishnendu Chatterjee ⋅ Ruichen Luo ⋅ Raimundo Saona ⋅ Jakub Svoboda
[ OpenReview] 
Poster
None
HOPE: Hand-Object Pressure Estimation from Monocular Videos
Subin Jeon ⋅ Byungjun Kim ⋅ Hanbyul Joo
[ OpenReview] 
Poster
None
Scenes as Objects, Not Primitives : Instance-Structured 3D Tokenization from Unposed Views
Mijin Yoo ⋅ In Cho ⋅ Subin Jeon ⋅ Jiwoo Lee ⋅ Eunbyung Park ⋅ Seon Joo Kim
[ OpenReview] 
Poster
None
Drift-React: One-step Generation of Reaction Pathways via SE(3) Drifting Fields
Rémi Schlama ⋅ Philippe Schwaller
[ OpenReview] 
Poster
None
ChainFlow-VLA: Causal Flow Planning with Vision-Language Models
Xiyang Wang ⋅ Xinlin Wang ⋅ Tingguang Zhou ⋅ Gong Chen ⋅ Xingtai Gui ⋅ Zhi Xu ⋅ Hangning Zhou ⋅ Xiaolei Wu ⋅ Feiyang Tan ⋅ Mu Yang
[ OpenReview] 
Poster
None
CounterStrike-1K: A Multi-Perspective Dataset of Professional Gameplay for World Modeling
Anirudhh Ramesh
[ OpenReview] 
Poster
None
KuaiRecV2: Benchmarking Large-Scale Continual Learning for Diversified and Multi-task Recommendation
Chenxu Li ⋅ Shuchang Liu ⋅ Hantao Shu ⋅ Wei Yuan ⋅ Zhe Xu ⋅ Guoqing Hu ⋅ Yan Wang ⋅ Biao Yang ⋅ Xiang Li ⋅ Cheng Ling ⋅ Fan Yang ⋅ Yongqi Liu ⋅ Lantao Hu ⋅ Han Li ⋅ Kaiqiao Zhan ⋅ Kun Gai ⋅ An Zhang ⋅ Xiang Wang
[ OpenReview] 
Poster
None
Evaluating Neural Data Tokenizers: A Framework for Assessing Learned Representations of Spiking Activity
Federico D'Agostino ⋅ Alex Gilbert ⋅ Susanne Keller ⋅ Jaivardhan Kapoor ⋅ Nicolas Reategui ⋅ Vedang Lad ⋅ Matthias Kümmerer ⋅ Jai Bhagat ⋅ Emin Orhan ⋅ Hasan A Bedel ⋅ Nikos Karantzas ⋅ Fabian Sinz ⋅ Surya Ganguli ⋅ Jakob H Macke ⋅ Sophia Sanborn ⋅ Alexander Ecker ⋅ Katrin Franke ⋅ Matthias Bethge ⋅ Andreas Tolias ⋅ Konstantin Willeke
[ OpenReview] 
Poster
None
WaveletLoRA: Frequency-Aware Content-Style Decomposition for Personalized Image Generation
Peiyao Wang ⋅ Jiahui Sun ⋅ Weining Wang ⋅ Jing Liu
[ OpenReview] 
Poster
None
Variational Approach to Optimal IPS Estimator for Multi-logger Off-Policy Evaluation
Joon Suk Huh ⋅ Junghoon Seo
[ OpenReview] 
Poster
None
Neural Proposals, Symbolic Guarantees: Neuro-Symbolic Graph Generative Modeling
Chuqin Geng ⋅ Li Zhang ⋅ Mark Zhang ⋅ Zhaoyue(Rebecca) Wang ⋅ Haolin Ye ⋅ Xujie Si
[ OpenReview] 
Poster
None
Where Do Long Captions Fail? Position-Aware Diagnosis and Reinforcement Learning for Detailed Image Captioning
Yuanze Hu ⋅ Zhichao Yang ⋅ Junwei Jing ⋅ Xin Yang ⋅ Wenxuan Liu ⋅ Tinghai Zhang ⋅ Jia Fu ⋅ Hongzhi Zhang ⋅ Xiangyu Wu ⋅ Ruiming Tang ⋅ Tingting Gao ⋅ Han Li
[ OpenReview] 
Poster
None
HalluWorld: A Controlled Benchmark for Hallucination via Reference World Models
Emmy Liu ⋅ Varun Gangal ⋅ Michael Yu ⋅ Zhuofu Tao ⋅ Karan Singh ⋅ Sachin Kumar ⋅ Steven Y. Feng
[ OpenReview] 
Poster
None
Correpondence Alignment For Improved Virtual Try-On
Jiyoung Kim ⋅ Youngjin Shin ⋅ Siyoon Jin ⋅ Dahyun Chung ⋅ Jisu Nam ⋅ Tongmin Kim ⋅ JongJae Park ⋅ Hyeonwoo Kang ⋅ Seungryong Kim
[ OpenReview] 
Poster
None
Safety-Aware Latent Space Reasoning in Large Language Models
Yi Wang ⋅ Wenjie Wang ⋅ Hongye Qiu ⋅ Yu Pan
[ OpenReview] 
Poster
None
Commit Then Explore: Reasoning Models Diversify, Not Converge
Ben Jenkins ⋅ Mihaela Cardei
[ OpenReview] 
Poster
None
Transporting Quantiles to Codebook: Scalable Vector Quantization without Codebook Collapse
Yuwei Zeng ⋅ Zekun Shi
[ OpenReview] 
Poster
None
Cheap Per-Component Testing for PLS, Stable Under Rotation
Paweł Lenartowicz ⋅ Hubert Plisiecki
[ OpenReview] 
Poster
None
Tight $L_\infty$ Sample Complexity for Low-Degree and Sparse Boolean Polynomials
Jasper van Doornmalen ⋅ Mathieu Molina ⋅ Victor Verdugo ⋅ José Verschae
[ OpenReview] 
Poster
None
VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation
Hanxun Huang ⋅ Yutao Wu ⋅ Qizhou Wang ⋅ Silvia Montaña-Niño ⋅ Yige Li ⋅ Xiang Zheng ⋅ Elif B Doyuran ⋅ Phoebe Matich ⋅ Xiao Liu ⋅ Xingjun Ma ⋅ Sarah Erfani ⋅ Christopher Leckie
[ OpenReview] 
Poster
None
M$^\star$: Every Task Deserves Its Own Memory Harness
Wenbo Pan ⋅ Shujie LIU ⋅ Xiangyang Zhou ⋅ Xianlong Wang ⋅ Shiwei Zhang ⋅ Bingjing Xu ⋅ Wanlu Shi ⋅ Xiaohua Jia
[ OpenReview] 
Poster
None
Learning to Explore with Parameter-Space Noise: A Deep Dive into Parameter-Space Noise for Reinforcement Learning with Verifiable Rewards
Bizhe Bai ⋅ Xinyue Wang ⋅ Peng Ye ⋅ Tao Chen
[ OpenReview] 
Poster
None
PULSE: A Synchronized Five-Modality Dataset for Sensorimotor Coordination in Long-Horizon Daily Activities
Wolin Liang ⋅ Yang Gao ⋅ Peiyu Yan ⋅ YueXiang Hu ⋅ Yingjing Xiao ⋅ Xiongfeng Ying ⋅ YingNian Guo ⋅ Cheng Zhang ⋅ Zhanpeng Jin
[ OpenReview] 
Poster
None
Ledger: A Path-Validated, Database-Grounded Benchmark for Enterprise Web Agents
Xiao Yang ⋅ Mo Sha ⋅ Yiran Li ⋅ Chengjin Tian ⋅ Sheng Wang ⋅ Fangyuan Zhou ⋅ Feifei Li
[ OpenReview] 
Poster
None
Continual Learning in Modern Hopfield Networks with an Application to Diffusion Models
Ken Takeda ⋅ Masafumi Oizumi ⋅ Ryo Karakida
[ OpenReview] 
Poster
None
Rotations on Latent Hyperspheres: a Geometry-Aware Guiding Framework for Diffusion Models
Luca Sacchetto ⋅ Klaus Diepold
[ OpenReview] 
Poster
None
URSA: Chemistry-Aware Benchmark for Utilitarian Retrosynthesis Assessment
Bogdan Zagribelnyy ⋅ Ivan Ilin ⋅ Nikita Bondarev ⋅ Anton Morgunov ⋅ Arkadii Lin ⋅ Maksim Kuznetsov ⋅ Rim Shayakhmetov ⋅ Vlad Aladinskiy ⋅ Alex Aliper ⋅ Alex Zhavoronkov
[ OpenReview] 
Poster
None
PGGT-Loc: Primitive-Grounded Geometry Transformer for Feed-Forward Camera Localization
Hanqiao Ye ⋅ Yuzhou Liu ⋅ Mengqi Rong ⋅ Jian Liu ⋅ Yangdong Liu ⋅ Shuhan Shen
[ OpenReview] 
Poster
None
LiveOption: Evaluating LLM Agents in Structured Option Trading with Nonlinear Payoffs
Haochen Luo ⋅ YIFAN LI ⋅ An B Minh ⋅ Xiaolong Luo ⋅ Zhengzhao Lai ⋅ Yuan Zhang ⋅ Chen Liu
[ OpenReview] 
Poster
None
Exploring Advertising Manipulation in Diffusion Image Generation
Tianshi Che ⋅ Yang Zhou ⋅ Yushan Mu ⋅ Zeru Zhang ⋅ Zijie Zhang ⋅ Panqiu Xia ⋅ Wei Zhang ⋅ Longwei Wang ⋅ yelong shen ⋅ Ruoming Jin ⋅ Jianfeng Gao
[ OpenReview] 
Poster
None
When to Align, When to Predict: A Phase Diagram for Multimodal Learning
Ilay Kamai ⋅ Hugues Van Assel ⋅ Aviv Regev ⋅ Hagai B Perets ⋅ Randall Balestriero
[ OpenReview] 
Poster
None
U-MVP: Encode Locally, Decode Globally for Feed-Forward 3D Gaussian Splatting
Seungkwon Yang ⋅ Gyeongjin Kang ⋅ Hwasik Jeong ⋅ Byeongjin Kang ⋅ Hyeongbhin Cho ⋅ Eunbyung Park
[ OpenReview] 
Poster
None
Independent Latents, Robust Neural Operators
Jay Yoo ⋅ Kazuma Kobayashi ⋅ Jaewan Park ⋅ Sai puppala ⋅ Souvik Chakraborty ⋅ Syed B Alam
[ OpenReview] 
Poster
None
Geometry of Relaxed Fair Regression: A Unified Framework for Aware and Unaware Settings
Marie Generali Lince ⋅ Vincent Divol ⋅ Rémi Flamary ⋅ Solenne Gaucher ⋅ Patrick Loiseau
[ OpenReview] 
Poster
None
DiM$^3$: Bridging Multilingual and Multimodal Models via Direction- and Magnitude-Aware Merging
Zijing Wang ⋅ Mingyang Wang ⋅ Ercong Nie ⋅ Yongkang Liu ⋅ Shi Feng ⋅ Mengjie Zhao ⋅ Daling Wang ⋅ Xiaocui Yang ⋅ Hinrich Schuetze
[ OpenReview] 
Poster
None
BBOWP-Bench: Evaluating LLMs on Black-Box Optimization Word Problems
Yutaro Yamada ⋅ Kei Hiroshima ⋅ Nozomu Yoshinari ⋅ Kento Uchida ⋅ Shinichi Shirakawa
[ OpenReview] 
Poster
None
DinoComplete: 3D Shape Completion with Distilled Semantic Priors and State Space Models
Furkan Mert Algan ⋅ Eckehard Steinbach
[ OpenReview] 
Poster
None
The End Justifies the Mean: Linear Ranking Rules for Proportional Sequential Decisions
Carmel Baharav ⋅ Niclas Boehmer ⋅ Bailey Flanigan ⋅ Maximilian T Wittmann
[ OpenReview] 
Poster
None
LL-Bench: Rethinking Low-Level Vision Evaluation in the Era of Large-Scale Generative Models
Lu Liu ⋅ Huiyu Duan ⋅ Chenxin Zhu ⋅ Jintong Lu ⋅ Haoyun Jiang ⋅ Liu Yang ⋅ Qiang Hu ⋅ Guangtao Zhai ⋅ Xiaoyun Zhang
[ OpenReview] 
Poster
None
Reading the Finetuning Prior: Verbatim Content Recovery via Contrastive Decoding Diffing
Michał Brzozowski ⋅ Zuzanna Dubanowska ⋅ Enrico Cassano ⋅ Neo Christopher Chung
[ OpenReview] 
Poster
None
Online Learning via Learned Latent Bayesian Tracking
Guy Gerson ⋅ Tomer Raviv ⋅ Nir Shlezinger ⋅ Tirza Routtenberg ⋅ Osvaldo Simeone
[ OpenReview] 
Poster
None
Algebraic Machine Learning: learning as computing subsets of the subdirect decomposition from Abstract Algebra
Fernando Martin-Maroto ⋅ Nabil Abderrahaman-Elena ⋅ David Mendez ⋅ Gonzalo de Polavieja
[ OpenReview] 
Poster
None
OpenWhistle: A Large-Scale Longitudinal Dataset and Benchmark of Bottlenose Dolphin Vocalizations
Faadil Mustun ⋅ Chiara Semenzin ⋅ Roberto Dessi ⋅ Pablo R Guerrero ⋅ pierre orhan ⋅ Alexis Emanuelli ⋅ Emanuele Rossi ⋅ Yair Lakretz ⋅ Gonzalo de Polavieja ⋅ Germán Sumbre
[ OpenReview] 
Poster
None
Quantum Safe Stochastic Linear Bandits
Ruizhe Zhang ⋅ Junyi Wu ⋅ Guang Lin
[ OpenReview] 
Poster
None
Axiomatic World Modeling for Physics Reasoning
Xinye Yang ⋅ Zhenyang Liu ⋅ Yuxuan Wang ⋅ Yuanyuan Lei
[ OpenReview] 
Poster
None
MSConsensus: A Hundred-Million-Scale, Batch-Effect–Suppressed Dataset and Benchmark for Proteomics Machine Learning
Christopher Grams ⋅ Chang Liu ⋅ Michael Papka ⋅ Yu Gao
[ OpenReview] 
Poster
None
Diff-Instruct with Diffused Reward: Towards Principled One-step Generator RL
Junyi Wu ⋅ Weijian Luo ⋅ Haoyang Zheng ⋅ Ruizhe Zhang ⋅ Guang Lin
[ OpenReview] 
Poster
None
Reconciling Operational Energy Trilemma: A Heterogeneous Risk-Constrained MDP Framework with Residual Policy Learning
Yujian Ye ⋅ Siqi Qian ⋅ Yizhi Wu ⋅ Tianxiang Cui ⋅ Goran Strbac
[ OpenReview] 
Poster
None
Hybrid Probabilistic Zonotopes for Identifiable and Refinable Predictive Uncertainty
Zhen Zhang ⋅ Amr Alanwar
[ OpenReview] 
Poster
None
Thompson Sampling using Prior-fitted Diffusion Transformers
Sihwa Park ⋅ Jingsen Zhu ⋅ Vinamr Jain ⋅ Sheng-Yen Chou ⋅ Alexander Terenin
[ OpenReview] 
Poster
None
VisInteract: Towards Dynamic Interactive Text-to-Visualization under Imperfect Queries
Wenxin XU ⋅ Jinwei Lu ⋅ Hwanhee Kim ⋅ Chen J Zhang ⋅ Xiao-Yong Wei ⋅ Haoyang LI ⋅ Yuanfeng SONG
[ OpenReview] 
Poster
None
Geometry-Aware Self-Supervised Electrophysiology Representation Learning
Subhrajit Dey ⋅ Ping-Jung Lu ⋅ Visweswar Parupudi ⋅ Malhar Patel ⋅ Margaret-Estefani C Paredes ⋅ Mihály Vöröslakos ⋅ Anna Maslarova ⋅ Gyorgy Buzsaki ⋅ Saurabh Vyas ⋅ Erdem Varol
[ OpenReview] 
Poster
None
Instance-Adaptive Online Multicalibration
Zhiming Huang ⋅ Jamie Morgenstern ⋅ Aaron Roth ⋅ Claire Jie Zhang
[ OpenReview] 
Poster
None
Diff-Aid: Inference-time Adaptive Interaction Denoising for Rectified Text-to-Image Generation
Binglei Li ⋅ Mengping Yang ⋅ Zhiyu Tan ⋅ Qiang Xiang ⋅ Junping Zhang ⋅ Hao Li
[ OpenReview] 
Poster
None
Tio: Language Models with Parallel Streams of Thoughts, Inputs and Outputs
Guinan Su ⋅ Yanwu Yang ⋅ Xueyan Li ⋅ Jonas Geiping
[ OpenReview] 
Poster
None
ProtoVis-Nav: Prototypical Visual Imagination for Visual-Spatial Aligned UAV Navigation
Guangyuan Sui ⋅ Yunzhong Hou ⋅ Chi Liu
[ OpenReview] 
Poster
None
Discovering Programmatic Policies from Reinforcement Learning-Based Traffic Signal Controllers
Lindong Xie ⋅ Yang Zhang ⋅ Beiyu Song ⋅ XING Zeren ⋅ Flora Salim ⋅ Edward Chung
[ OpenReview] 
Poster
None
Beyond Appearance Shifts: Task-Semantic Action Calibration for VLA Models
Shuaijun Liu ⋅ Feiyang You ⋅ Chengyu Wu ⋅ Shuyang Hao ⋅ Chenglong Zhang ⋅ Jingyao Cai ⋅ Xingwei Chen ⋅ Li Sun ⋅ Ningxin Su
[ OpenReview] 
Poster
None
T3-S2S: Training-free Triplet Tuning for Sketch to Scene Generation
Zhenhong Sun ⋅ Yifu Wang ⋅ Yonhon Ng ⋅ Yongzhi Xu ⋅ Daoyi Dong ⋅ Hongdong Li ⋅ Pan Ji
Poster
None
The Scaling Laws of Skills in LLM Agent Systems
Qiguang Chen ⋅ Qiming Yu ⋅ Yuhang Gu ⋅ Zhuoye Huang ⋅ Hanjing Li ⋅ Hongyu Liu ⋅ Simin Liu ⋅ Jinhao Liu ⋅ Dengyun Peng ⋅ Jiangyi Wang ⋅ Zheng Yan ⋅ Fanqing Meng ⋅ Ethan Qin ⋅ Carl Che ⋅ Mengkang Hu
[ OpenReview] 
Poster
None
Variational Consequence-Driven Offline Reinforcement Learning
Wen Jiang ⋅ Ke Jiang ⋅ Jin Wang ⋅ Xiaoyang Tan
[ OpenReview] 
Poster
None
Reusable Conditional Resampling via Flow Matching for Constraint-Based Causal Discovery
SHUNYU ZHAO ⋅ Yanfeng Yang ⋅ Shuai Li ⋅ Kenji Fukumizu
[ OpenReview] 
Poster
None
Faithfulness Metrics Don't Measure Faithfulness: A Meta-Evaluation with Ground Truth
Yoav Gur-Arieh ⋅ Ana Marasovic ⋅ Mor Geva
[ OpenReview] 
Poster
None
Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos
Sreyan Ghosh ⋅ Arushi Goel ⋅ Kaousheik Jayakumar ⋅ Lasha Koroshinadze ⋅ Nishit Anand ⋅ Siddharth Gururani ⋅ Hanrong Ye ⋅ Pritam Biswas ⋅ Yuanhang Su ⋅ Ehsan Hosseini-Asl ⋅ Sang-gil Lee ⋅ Zhifeng Kong ⋅ Jaehyeon Kim ⋅ Sungwon Kim ⋅ S Sakshi ⋅ Ramani Duraiswami ⋅ Dinesh Manocha ⋅ Andrew Tao ⋅ Mohammad Shoeybi ⋅ Bryan Catanzaro ⋅ Ming-Yu Liu ⋅ Wei Ping
[ OpenReview] 
Poster
None
STARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stability
HAIPENG LUO ⋅ Qingfeng Sun ⋅ Song-Li Wu ⋅ Can Xu ⋅ Wenfeng Deng ⋅ Han Hu ⋅ Yansong Tang
[ OpenReview] 
Poster
None
Efficient Lookahead Encoding and Abstracted Width for Learning General Policies in Classical Planning
Michael Aichmüller ⋅ Simon Ståhlberg ⋅ Martin Funkquist ⋅ Hector Geffner
[ OpenReview] 
Poster
None
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
Zisu Huang ⋅ Jingwen Xu ⋅ Yifan Yang ⋅ Ziyang Gong ⋅ Qihao Yang ⋅ Muzhao Tian ⋅ Xiaohua Wang ⋅ Changze Lv ⋅ Xuemei Gao ⋅ Qi Dai ⋅ Bei Liu ⋅ Kai Qiu ⋅ Xue Yang ⋅ Dongdong Chen ⋅ Xiaoqing Zheng ⋅ Chong Luo
[ OpenReview] 
Poster
None
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Yifan Yang ⋅ Ziyang Gong ⋅ weiquan Huang ⋅ Qihao Yang ⋅ Ziwei Zhou ⋅ Zisu Huang ⋅ Yan Li ⋅ Xuemei Gao ⋅ Qi Dai ⋅ Bei Liu ⋅ Kai Qiu ⋅ Yuqing Yang ⋅ Dongdong Chen ⋅ Xue Yang ⋅ Chong Luo
[ OpenReview] 
Poster
None
The Hidden Power of Scaling Factor in LoRA Optimization
Zicheng Zhang ⋅ Haoran Li ⋅ Jiaxing Wang ⋅ Guoqiang Gong ⋅ Anqi Li ⋅ Yudong Hu ⋅ Ting Xiong ⋅ Yurong Gao ⋅ Junxing Hu ⋅ Zhida Jiang ⋅ Yifeng Zhang ⋅ Pengzhang Liu ⋅ Qixia Jiang
[ OpenReview] 
Poster
None
Not All Layers Are Equal in Image-to-Video Transfer
Thinesh T Ponbagavathi ⋅ Constantin Seibold ⋅ Alina Roitberg
[ OpenReview] 
Poster
None
MARS: Multi-resolution Adaptive Routing for Sequential Recommendation
Ming Yin ⋅ Sixun Dong ⋅ Yudong Liu ⋅ Wenyun Yang ⋅ Yunjiang Jiang ⋅ Yiran Chen
[ OpenReview] 
Poster
None
DART: Domain-Agnostic Residual Transfer for Generalist Anomaly Detection
Muhammad Aqeel ⋅ Maham Nazir ⋅ Marco Cristani ⋅ Francesco Setti
[ OpenReview] 
Poster
None
Continuous Personalized Diffusion Model via Spinor-Component Forward Geometry
GeonWoo Jeong ⋅ SEUNG H OH ⋅ 추 상범 ⋅ Wonjunkim ⋅ Bokyoon Na
[ OpenReview] 
Poster
None
Intend, Reflect, Refine: An Adaptive Multimodal Reflection Framework for Autonomous Driving
Zisheng Chen ⋅ Yuping Qiu ⋅ Jianhua Han ⋅ Tao Tang ⋅ Xiuwei Chen ⋅ Likui Zhang ⋅ Yingcong Chen ⋅ Hang Xu ⋅ Xiaodan Liang
[ OpenReview] 
Poster
None
Federated Graph Learning with Local Message Compensation
Ye Zhou ⋅ Bangqi Li ⋅ Haodi Wang ⋅ Yu Guo ⋅ Libin Jiao ⋅ Rongfang Bie
[ OpenReview] 
Poster
None
Prediction-Intervention Games and Invariant Sets
Linus Kühne ⋅ Felix Schur ⋅ Jonas Peters
[ OpenReview] 
Poster
None
Open Vocabulary Domain Unlearning
Sumanth V Udupa ⋅ Mehrtash Harandi ⋅ Yadan Luo ⋅ Mahsa Baktashmotlagh
[ OpenReview] 
Poster
None
AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild
Baiyu Chen ⋅ Zechen Li ⋅ Wilson Wongso ⋅ Lihuan Li ⋅ Xiachong LIN ⋅ Hao Xue ⋅ Benjamin Tag ⋅ Flora Salim
[ OpenReview] 
Poster
None
MCAS: Signal-Processing-Based Multi-View Contrastive Learning for Acoustic Sensing
Bingzhi Wang ⋅ Jiajun Yu ⋅ Dengke Zhong ⋅ Jiaming Liu ⋅ Xiong Li ⋅ Hongbo Liu ⋅ Jie Yang
[ OpenReview] 
Poster
None
SAGE: Semantically Disentangled Representation Learning through Latent Geometry Constraint and Large Language Model
Qiuyu Chen ⋅ Liang Xu ⋅ Yunnan Wang ⋅ Mingqi Yuan ⋅ Qi Wang ⋅ Jiahao Li ⋅ Zhicheng Wang ⋅ Hao Zheng ⋅ Mulin Chen ⋅ Baao Xie ⋅ Xin Jin ⋅ Wenjun Zeng
[ OpenReview] 
Poster
None
When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory
Jiaqi Shao ⋅ Yiyi Lu ⋅ Yunzhen Zhang ⋅ Bing Luo
[ OpenReview] 
Poster
None
Synthon Contrastive Learning for Synthesizable 3D Molecule Generation
Nahyun Kim ⋅ Seul Lee ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
None
LocalAgent: Collaborative Agentic Verification for Fine-Grained Instance-Level Consistency
jiachenGuo ⋅ Xinshan Zhu ⋅ Boyun Wang ⋅ Yanyan Liang ⋅ Jun Wan ⋅ Feng Lin ⋅ Ajian Liu
[ OpenReview] 
Poster
None
Efficient Matrix Product State Learning in Logarithmic Depth
Chia-Ying Lin ⋅ Nai-Hui Chia ⋅ Shih-Han Hung
[ OpenReview] 
Poster
None
dRAE: Representation Autoencoder with Hyper-Spherical Codes
Tianren Ma ⋅ Lin Long ⋅ Chuyan Chen ⋅ Mu Zhang ⋅ Junbo Zhao ⋅ Tong Zhang ⋅ Qixiang Ye
[ OpenReview] 
Poster
None
When Are Compositional Problems Learnable from Verifiable Rewards?
Daniel Barzilai ⋅ Yotam Wolf ⋅ Ronen Basri
[ OpenReview] 
Poster
None
On the Primacy Bias in RLVR Training
Nguyen Phuc ⋅ Ngoc-Hieu Nguyen ⋅ Parshin Shojaee ⋅ Chinh D La ⋅ Duy M. H. Nguyen ⋅ Rui Zhang ⋅ Khoa D Doan ⋅ Ting Hua ⋅ Nitesh Chawla
[ OpenReview] 
Poster
None
Manifold-Guided Stereo-Monocular Refinement for Endoscopic Stereo Disparity Estimation
Jiewen Yang ⋅ Yi Zhong ⋅ Bin Pu ⋅ Xingbo Dong ⋅ Ming Zheng ⋅ Qika Lin ⋅ Kai He ⋅ Xuechen Zhang
[ OpenReview] 
Poster
None
PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection
Cheng Wan ⋅ Yusu Qian ⋅ Qingyu Zhao
[ OpenReview] 
Poster
None
Motion Cues from Image-based Point Tracking for LiDAR Scene Flow Estimation
Youngdong Jang ⋅ Gyeongrok Oh ⋅ Jong W Kim ⋅ Hyunju Ryu ⋅ Hyung-gun Chi ⋅ SeungHyeon Kim ⋅ Seungryong Kim ⋅ Jonghyun Choi ⋅ Sangpil Kim
[ OpenReview] 
Poster
None
When Trackers Fail: VLM-Guided Verification and Recovery for Robust Video Object Segmentation
Valay Bundele ⋅ Susmit Agrawal ⋅ Mehran Hosseinzadeh ⋅ The Nam Nguyen ⋅ Hendrik PA Lensch
[ OpenReview] 
Poster
None
AffectGPT-RL: Revealing Roles of Reinforcement Learning in Open-Vocabulary Emotion Recognition
Zheng Lian ⋅ Fan Zhang ⋅ Lan Chen ⋅ Yazhou Zhang ⋅ Rui Liu ⋅ Jinyang Wu ⋅ Haoyu Chen ⋅ Xiaobai Li ⋅ Xiaojiang Peng ⋅ Bin He ⋅ Jianhua Tao
[ OpenReview] 
Poster
None
Intrinsic Information Theoretic Analysis of ReLU Nets
Johan Mylius-Kroken ⋅ Elisabeth Wetzer ⋅ Ali Ramezani-Kebrya ⋅ Robert Jenssen ⋅ Kristoffer Wickstrøm
[ OpenReview] 
Poster
None
Behavioral Probes for Information Flow in LLM Swarms
Junhui Chen ⋅ Yu Zhang ⋅ Lantian Li ⋅ Dong Wang
[ OpenReview] 
Poster
None
Beyond Suspicious Steps: Ontological Trust in Long-Horizon Agents
An He ⋅ Yao Wang ⋅ Haibin Zhang
[ OpenReview] 
Poster
None
Approximation Guarantees for Robust Aggregation in Federated Learning
Mélanie Cambus ⋅ Darya Melnyk ⋅ Tijana Milentijević ⋅ Stefan Schmid
[ OpenReview] 
Poster
None
CASQRec: Collaborative-Adaptive Semantic Quantization for Multimodal Recommendation
Qingfeng Li ⋅ Wenhui Tu ⋅ Wei Liu ⋅ Huaijie Zhu ⋅ Jielong Tang ⋅ Jian Yin
[ OpenReview] 
Poster
None
Breaking Curse of Dimensionality for Mutual Information Estimation with Vine Copulas
Sigurd Holmsen ⋅ Berit O Øksnes ⋅ Ingrid H Haff ⋅ Sylvia Richardson ⋅ Ali Ramezani-Kebrya
[ OpenReview] 
Poster
None
Beyond the Training Distribution: Evaluating Predictions Under Distribution Shift and Selection Bias
Annie Ulichney ⋅ Amanda L Coston
[ OpenReview] 
Poster
None
Diffusion Language Models Can Approximate Optimal Infilling Lengths Implicitly
Hengchang Liu ⋅ Zhao Yang ⋅ Bing Su
[ OpenReview] 
Poster
None
An Information-Theoretic Evaluation Framework for Benchmark and Model Diagnosis in Knowledge Tracing
Houru Jiang ⋅ Zixi Wang ⋅ Tengteng Cheng ⋅ Xueyi Li ⋅ Mingliang Hou ⋅ Jiaqi Zheng ⋅ Renqiang Luo ⋅ Teng Guo ⋅ Zitao Liu
[ OpenReview] 
Poster
None
Tethered Predictive-Inertial Proposals with Objective Verification for Diffusion-Prior Inverse Problems
Minwoo Kim ⋅ Seunghyeok Shin ⋅ Dabin Kim ⋅ Hongki Lim
[ OpenReview] 
Poster
None
Generalization Bounds for Neural Networks with Sparse Connectivity
Nong M Hieu ⋅ Antoine Ledent
[ OpenReview] 
Poster
None
RAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmark
Hongyu Jin ⋅ Siyi Wang ⋅ Yang Xiao ⋅ Jiaheng Dong ⋅ Shihong Tan ⋅ Kaiyuan peng ⋅ Georgiana Juravle ⋅ Shanquan Chen ⋅ Gongping Huang ⋅ Hong Jia ⋅ Eun-Jung Holden ⋅ James Bailey ⋅ Ting Dang
[ OpenReview] 
Poster
None
Flow Mismatching: Unsupervised Anomaly Detection via Velocity Discrepancies in Flow Matching Models
Shengzhe Chen ⋅ Mehrdad Moradi ⋅ Kamran Paynabar ⋅ Hao Yan
[ OpenReview] 
Poster
None
FutureSim: Replaying World Events to Evaluate Adaptive Agents
Shashwat Goel ⋅ Nikhil Chandak ⋅ Arvindh Arun ⋅ Ameya Prabhu ⋅ Steffen Staab ⋅ Moritz Hardt ⋅ Maksym Andriushchenko ⋅ Jonas Geiping
[ OpenReview] 
Poster
None
RAHF: Reward-Amplified Human Feedback for Closed-Loop Policy Fine-Tuning
Haoyuan Cai ⋅ Seth Zhao ⋅ Jason Zhang ⋅ Bolei Zhou
[ OpenReview] 
Poster
None
Rethinking Incompleteness: Formalizing Protocol Divergence and Train-Once Learning for Robust IMVC
HAOLU LIU ⋅ xiyue wang ⋅ Xuanting Xie ⋅ Liangjian Wen ⋅ Zhao Kang
[ OpenReview] 
Poster
None
MinPath: Learning Efficient LLM Reasoning via Minimal Dependency Paths
Zhijing Yang ⋅ Shuming Hou ⋅ Guohui Xiao ⋅ Lemei Zhang ⋅ Peng Liu
[ OpenReview] 
Poster
None
Planning as Dynamics Relaxation: Hippocampal Recurrent Network Realizes Optimal Goal-Directed Navigation
Yuhang He ⋅ Junfeng Zuo ⋅ Tianhao Chu ⋅ Si Wu
[ OpenReview] 
Poster
None
DetectViT: Test-time Backdoor Detection for Vision Transformers via Inter-Head Attention Discrepancy
Siquan Huang ⋅ Yijiang Li ⋅ Xingfu Yan ⋅ Ningzhi Gao ⋅ Leyu Shi ⋅ Ying Gao
[ OpenReview] 
Poster
None
Towards Error-Free EHRs: Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health Records
Yeonsu Kwon ⋅ Jiho Kim ⋅ Junseong Choi ⋅ Paloma Rabaey ⋅ Minseo Kim ⋅ Sujeong Im ⋅ Jeewon Yang ⋅ Jun-Min Lee ⋅ Sangji Lee ⋅ Jiwon Kim ⋅ Hangyul Yoon ⋅ Hyunwook Kwon ⋅ Edward Choi
[ OpenReview] 
Poster
None
PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos
Max KU ⋅ Jiaojiao Fan ⋅ Zekun Hao ⋅ Francesco Ferroni ⋅ Heng Wang ⋅ Wenhu Chen ⋅ Ming-Yu Liu ⋅ Prithvijit Chattopadhyay
[ OpenReview] 
Poster
None
APM: Evaluating Style Personalization in LLMs with Arbitrary Preference Mappings
Philipp Spohn ⋅ Leander Girrbach ⋅ Zeynep Akata
[ OpenReview] 
Poster
None
Align $\&$ Invert: Solving Inverse Problems with Diffusion and Flow-based Models via Representation Alignment
Loukas Sfountouris ⋅ Giannis Daras ⋅ Paris Giampouras
[ OpenReview] 
Poster
None
Differentiable Systematic Resampling for Variational Sequential Monte Carlo
Fredrik Cumlin ⋅ Saikat Chatterjee
[ OpenReview] 
Poster
None
SpikeSSL: A Universal Spike Inference Framework with Dynamics-Informed State-Space Layers
Chenghao Yue ⋅ Siming Xing ⋅ shuran liu ⋅ Angran Li ⋅ Yuanlong Zhang
[ OpenReview] 
Poster
None
TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment
Jiaming Li ⋅ Chenyu Zhu ⋅ Zhiyuan Ma ⋅ Nanxi Yi ⋅ Youjun Bao ⋅ Li Sun ⋅ Quanying Lv ⋅ Xiang Fang ⋅ Daizong Liu ⋅ Jianjun Li ⋅ Kun He ⋅ Bowen Zhou
[ OpenReview] 
Poster
None
AC/DC on a Budget -- Alternating Sparse Phases
Rahul Nittala ⋅ Advait Gadhikar ⋅ Tom Jacobs ⋅ Rebekka Burkholz
[ OpenReview] 
Poster
None
PoEM: Predicting New RL Outcomes from Existing Policies
Kimia Hamidieh ⋅ Giannis Daras ⋅ Antonio Torralba
[ OpenReview] 
Poster
None
AgentVista: Evaluating Multimodal Agent in Ultra-Challenging Realistic Visual Scenarios
Zhaochen Su ⋅ Jincheng Gao ⋅ Hangyu Guo ⋅ Zhenhua Liu ⋅ Lueyang Zhang ⋅ Xinyu Geng ⋅ Shijue Huang ⋅ Peng Xia ⋅ Guanyu Jiang ⋅ Cheng Wang ⋅ Yue Zhang ⋅ Yi R. (May) Fung ⋅ Junxian He
[ OpenReview] 
Poster
None
Accelerating Long-Context LLM Prefill via Layer-wise Progressive Token Pruning in Local Deployment
Zhongxiang Wei ⋅ Zhaohan Wang ⋅ Zhixiong Zhang ⋅ Jin Zhao ⋅ Xiaoming Fu
[ OpenReview] 
Poster
None
Learning Digital Twins under Drift: Optimal Tracking Rates for Non-Stationary Dynamical Systems
David Li ⋅ Honggang Wang
[ OpenReview] 
Poster
None
TreeGraft: Adaptive Multi-Drafter Grafting for Tree-Based Speculative Decoding
Jiaming Fan ⋅ Daming Cao ⋅ Canchen Huang ⋅ Jiale Fu ⋅ Jin Zhang ⋅ Junjie Gao ⋅ Kai Yang ⋅ Xiangzhong Luo ⋅ Xu Yang
[ OpenReview] 
Poster
None
The Foundation Model Transparency Index
Rishi Bommasani ⋅ Kevin Klyman ⋅ Shayne Longpre ⋅ Sayash Kapoor ⋅ Nestor Maslej ⋅ Betty Xiong ⋅ Daniel Zhang ⋅ Percy Liang
Poster
None
HierSVA: A Synthesis Pipeline, Dataset, and Benchmark for LLM-Driven Hierarchical Hardware Formal Verification
Maohua Nie ⋅ Jiang Zhu ⋅ Jingqun Zhang ⋅ Zhichen Zeng ⋅ Jiayi Wang ⋅ Sibo Zhang ⋅ Jialin Wang ⋅ C-J R Shi
[ OpenReview] 
Poster
None
Two Phase Rapid Simulation Based Inference with Differentiable Simulators
Uros Zivanovic ⋅ Rahul Srinivasan ⋅ Roberto Trotta ⋅ Andre Scaffidi
[ OpenReview] 
Poster
None
Shared Modular Recurrence in Contextual MDPs for Universal Morphology Control
Laurens Engwegen ⋅ Max Weltevrede ⋅ Caroline Horsch ⋅ Daan Brinks ⋅ Wendelin Boehmer
[ OpenReview] 
Poster
None
Step-dLLM: Adaptive Step-aware Sparse Attention for Efficient Diffusion LLM Inference
Zhichen Zeng ⋅ Xichong zhang ⋅ Junpan Wu ⋅ Yifei Zuo ⋅ Chi-Chih Chang ⋅ Jiayi Wang ⋅ Maohua Nie ⋅ Ji Liu ⋅ Ang Li ⋅ Banghua Zhu
[ OpenReview] 
Poster
None
DeepfakeGenome: Toward Next-Generation Deepfake Attribution
Shunli Wang ⋅ Xinyu Zhou ⋅ Yandan Zhao ⋅ Wenbin Liang ⋅ Taiping Yao ⋅ Ke-Yue Zhang ⋅ Zhiyuan Yan ⋅ Shouhong Ding ⋅ Lizhuang Ma
[ OpenReview] 
Poster
None
JMed48k: A Multi-Profession Japanese Medical Licensing Benchmark for Vision-Language Model Evaluation
Yue Xun ⋅ Junyu Liu ⋅ Qian Niu ⋅ Xinyi Wang ⋅ Zheng Yuan ⋅ Zirui Li ⋅ Zequn Zhang ⋅ Bowen Zhao ⋅ Shujun Wang ⋅ Zihui Li ⋅ Kan Hatakeyama-Sato ⋅ Yusuke Iwasawa ⋅ Yutaka Matsuo
[ OpenReview] 
Poster
None
Self-Cleaning Diffusion Models
Adrian Rodriguez-Munoz ⋅ Adam Klivans ⋅ Antonio Torralba ⋅ Constantinos Daskalakis ⋅ Giannis Daras
[ OpenReview] 
Poster
None
FraudBench: A Legal Evaluation of AI Deception on Realistic Tasks
Kevin Wei ⋅ Sumaya N Adan ⋅ Stephan Llerena ⋅ Mark L Gitau ⋅ Jakob Merane ⋅ Anita Srinivasan ⋅ Colette Le Brannan ⋅ Keethan R Kleiner ⋅ Alessandro Tacconelli ⋅ Michael T Tiu ⋅ Case Thomason ⋅ Kyle Emili ⋅ Natasza Gadowska ⋅ Alex Mark ⋅ Eric Ren ⋅ Umang Bhatt ⋅ Jatinder Singh ⋅ Jacy Anthis ⋅ Doni Bloomfield ⋅ Noam Kolt
[ OpenReview] 
Poster
None
Multi-view Relational Distillation for Spatial Reasoning with Vision-Language Models
Kiet Nguyen ⋅ Hanbo Shim ⋅ Jinwoo Kim ⋅ Seunghoon Hong
[ OpenReview] 
Poster
None
CD-RCM: Generalizable Continuous-Depth Novel View Synthesis for Reflectance Confocal Microscopy
Tooba Imtiaz ⋅ Milind Rajadhyaksha ⋅ Kivanc Kose ⋅ Jennifer Dy
[ OpenReview] 
Poster
None
SoDeArena: A Socially-Situated Reasoning Benchmark for Large Language Models
Senhao Yang ⋅ Ziling Yuan ⋅ Xiaoran Yang ⋅ Yaqing Wang ⋅ Runpeng Xie ⋅ Chen Huang ⋅ Lexiang Wang ⋅ Shuang Xu ⋅ Yiqin Yang ⋅ Bo Xu
[ OpenReview] 
Poster
None
WaveSem: Frequency-Adaptive Tokenization for Disentangling Semantics and Noise in Genomics
Shou Z Chen ⋅ Bing He ⋅ Zhenchao Tang ⋅ Jun Zhu ⋅ Minghao Yang ⋅ Tianxu Lv ⋅ Yu Wang ⋅ Jiayang Wu ⋅ Fang Wang ⋅ Yu Zhao ⋅ Chenchen Qin ⋅ Jianhua Yao
[ OpenReview] 
Poster
None
Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning
Zhenchao Tang ⋅ Fang Wang ⋅ Haohuai He ⋅ Jiale Zhou ⋅ Tianxu Lv ⋅ Jun Zhu ⋅ Shou Z Chen ⋅ Minghao Yang ⋅ Yu Wang ⋅ Jiayang Wu ⋅ Yidong Song ⋅ Yaokun Li ⋅ Jiehui Huang ⋅ Jun Zhou ⋅ Bing He ⋅ Jianhua Yao
[ OpenReview] 
Poster
None
SkiP: When to Skip and When to Refine for Efficient Robot Manipulation
Mingtong Dai ⋅ Guanqi Peng ⋅ Yongjie Bai ⋅ Feng yan ⋅ chunjie chen ⋅ Lingbo Liu ⋅ Liang Lin ⋅ Xinyu Wu
[ OpenReview] 
Poster
None
Hierarchical Adaptive Frame Sampling For Video Understanding
Y Ys ⋅ Daiqi Shi ⋅ Shuang Li ⋅ Liao Zhang ⋅ Yang Cai ⋅ deqing wang
[ OpenReview] 
Poster
None
Knowing Without Saying: How Contextual Evidence Survives but Fails to Surface in Transformers
Ruochen Jin ⋅ Tianyu Pang ⋅ Chenxi Lin ⋅ Lei Hsiung ⋅ Jun J Yang ⋅ Tao Wen ⋅ Yujun Yan ⋅ Yaoqing Yang
[ OpenReview] 
Poster
None
Information Discernment in Large Language Models
Joshua Ashkinaze ⋅ Laura Kurek ⋅ Alina Faisal ⋅ Tongyuan Miao ⋅ Mariam Joseph ⋅ Ceren Budak ⋅ Eric Gilbert
[ OpenReview] 
Poster
None
A Semantic-Sampling Framework for Evaluating Calibration in Open-Ended Question Answering
Zhanliang Wang ⋅ Jiancong Xiao ⋅ Ruochen Jin ⋅ Shu Yang ⋅ Bojian Hou ⋅ Li Shen
[ OpenReview] 
Poster
None
Trajectory Planning without Trajectory Data: A Manifold-Guided Approach
Silong Yong ⋅ Anji Liu ⋅ Cunxi Dai ⋅ Carl Busart ⋅ Guanya Shi ⋅ Yilun Du ⋅ Katia Sycara ⋅ Yaqi Xie
[ OpenReview] 
Poster
None
LoopNav: Benchmarking Spatial Consistency in World Models
Kewei Lian ⋅ Shaofei Cai ⋅ Yitao Liang ⋅ Anji Liu
[ OpenReview] 
Poster
None
CoupledFlow: One-Step Neural Operators for Coupled Multi-Physics PDEs
T. K Tran ⋅ Long M Bui ⋅ Phi Le Nguyen ⋅ Mrinal K Sen ⋅ Sanjay Srinivasan ⋅ Nghia Hoang ⋅ Jana Doppa
[ OpenReview] 
Poster
None
SAG-Sep: Sparse Augmented Graphs and Onion-Guided Search for Rounded Capacity Cut Separation
Haoran Liu ⋅ Guanyi Wang ⋅ Yu Yang
[ OpenReview] 
Poster
None
Principled Federated Random Forests for Heterogeneous Data
Rémi Khellaf ⋅ Erwan Scornet ⋅ Aurélien Bellet ⋅ Julie Josse
[ OpenReview] 
Poster
None
WovenAnchor Matcher: Specialized Intra- and Inter-Image Context Modeling for Feature Matching
Zhiyang Li ⋅ Ruijiang Jin ⋅ Thibaut Klenke ⋅ Yusuke Sekikawa ⋅ Nakamasa Inoue
[ OpenReview] 
Poster
None
The Expressivity Boundary of Probabilistic Circuits: A Comparison with Large Language Models
Zhiyu Zhao ⋅ Xuejie Liu ⋅ Muhan Zhang ⋅ Anji Liu
[ OpenReview] 
Poster
None
Steering Vectors as a Training Signal in LLM Post-Training
Tiejin Chen ⋅ Maunil R Vyas ⋅ Huaiyuan Yao ⋅ Hua Wei
[ OpenReview] 
Poster
None
TIGER: Bridging the Multimodal Reasoning-Access Gap via Modality Counterfactuals
Gregory Kang Ruey Lau ⋅ Minh Nguyen ⋅ Bryan Kian Hsiang Low
[ OpenReview] 
Poster
None
Speeding up Log-Sum-Exp: Kernel Fusion at the Memory Wall, Integer Arithmetic at the Compute Wall
Lingyun Yao ⋅ Martin Andraud ⋅ Niki Loppi ⋅ Andrea Pilzer ⋅ Anji Liu ⋅ Guy Van den Broeck ⋅ Martin Trapp
[ OpenReview] 
Poster
None
Scaling Genomic Language Modeling with Unified Corpus and Evaluation in Bacteria
Maciej Wiatrak ⋅ Samuel T Horsfield ⋅ Aaron Weimann ⋅ Ramon Viñas Torné ⋅ Maria Ntemourtsidou ⋅ David Abelson ⋅ Adam Dinan ⋅ John A Lees ⋅ Maria Brbic ⋅ Andres Floto
[ OpenReview] 
Poster
None
Too Early for AI-Assisted Peer Review: A Systematic Account of the Limits and Opportunities of Automating Human Judgment
Annette Hautli-Janisz ⋅ Elena Musi ⋅ Henning Wachsmuth
[ OpenReview] 
Poster
None
FILOsofer: A TEE-Shielded Model Partitioning Framework based on Fisher Information-Guided LoRA Obfuscation
Fan zhang ⋅ Ziqi Zhang ⋅ Hossein Khalili ⋅ Neiro Cabrera ⋅ Jonathan Xue ⋅ Nader Sehatbakhsh
[ OpenReview] 
Poster
None
Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents
Yu Li ⋅ Zheng Zhang ⋅ Xin Liu ⋅ shengtian yang ⋅ Guangfeng Cai ⋅ Lei Feng
[ OpenReview] 
Poster
None
Knowledge Localization in Mixture-of-Experts LLMs Using Cross-Lingual Inconsistency
Lucas Bandarkar ⋅ Alan Ansell ⋅ Trevor Cohn
[ OpenReview] 
Poster
None
Generalized Smooth Stochastic Variational Inequalities: Almost Sure Convergence and Convergence Rates
Daniil Vankov ⋅ Angelia Nedich ⋅ Lalitha Sankar
Poster
None
Aligned LoRA Updates via Intrinsic Geometry for Federated Low-Rank Adaptation
Yihao Yang ⋅ Jian Liang ⋅ Wenke Huang ⋅ He Li ⋅ Xingyu Gao ⋅ Mang Ye
[ OpenReview] 
Poster
None
Action-On-Item Preference Flow: A Shared Event Schema for Predictive and Generative Personalization
Parthiv Chatterjee ⋅ Kashish Kanjariya ⋅ Vashisht Purani ⋅ Sourish Dasgupta ⋅ Tanmoy Chakraborty
[ OpenReview] 
Poster
None
TAPIOCA: Why Task- Aware Pruning Improves OOD model Capability
Krish Sharma ⋅ Omar Naim ⋅ Soumadeep Saha ⋅ Vinija Jain ⋅ Aman Chadha ⋅ Nicholas Asher
[ OpenReview] 
Poster
None
Drifting Fields are not Conservative
Leonard T Franz ⋅ Sebastian Hoffmann ⋅ Tim Weiland ⋅ Bernhard Schölkopf ⋅ Georg Martius
[ OpenReview] 
Poster
None
Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG
Dong-Hee Kim ⋅ Seonwoo Choi ⋅ Changbeen Kim ⋅ Jungmyung Wi ⋅ Juyeon Ko ⋅ Youngju Choi ⋅ Il H Mun ⋅ Hyunwoo J. Kim ⋅ Donghyun Kim
[ OpenReview] 
Poster
None
Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and Large Language Models
Yuan Xie ⋅ Jiaqi Song ⋅ Xianliang Wang ⋅ Ming Lei ⋅ Jie Gao
[ OpenReview] 
Poster
None
Probabilistic Tiny Recursive Model
Amin Sghaier ⋅ Ali Parviz ⋅ Alexia Jolicoeur-Martineau
[ OpenReview] 
Poster
None
HRIL: Isolating Multimodal Synergy via Higher-Order Dependence
Qun Dai ⋅ Liangjian Wen ⋅ Jiang Duan ⋅ Yong Dai ⋅ Dongkai Wang ⋅ Maolin Wang ⋅ Mingjie Wang ⋅ Jianzhuang Liu ⋅ HE YAN ⋅ Zhao Kang
[ OpenReview] 
Poster
None
Seahorse: A Unified Benchmarking Framework for Spatiotemporal Event Modeling
Yahya Aalaila ⋅ Sebastian Vollmer ⋅ Gerrit Großmann
[ OpenReview] 
Poster
None
Positional Encoding Is All You Need For Scalable Equivariance Constraint Relaxation
Hagay Michaeli ⋅ Haggai Maron ⋅ Daniel Soudry
[ OpenReview] 
Poster
None
Wasserstein Gradient Flows and Forward-Only Diffusion Are Not Enough for Multimodal Sampling
Daniel McBride ⋅ Pratik Khandagale ⋅ Cristina Garcia-Cardona ⋅ Yen Ting Lin
[ OpenReview] 
Poster
None
Slide P2V-Bench: A Cross-Domain Benchmark for Slide-Centric Scientific Paper-to-Presentation Video Generation
Ligang Huang ⋅ Zhou Liu ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
Observable Neural ODEs for Identifiable Causal Forecasting in Continuous Time
Jennifer Wendland ⋅ Nicolas Freitag ⋅ Maik Kschischo
[ OpenReview] 
Poster
None
OmniToM: Benchmarking Theory of Mind in LLMs via Explicit Belief Modeling
Adam Bawatneh ⋅ Sagar Sapkota ⋅ Amrit Singh Bedi ⋅ Santu Karmaker ⋅ Mubarak Shah
[ OpenReview] 
Poster
None
SP$^3$: Spherical Priors for Plug-and-Play Restoration
Sean Man ⋅ Ron Raphaeli ⋅ Matan Kleiner ⋅ Or Ronai
[ OpenReview] 
Poster
None
Closing the Loop with Fixed-Point Self-Attention
Mrinal Mathur ⋅ Barak Pearlmutter ⋅ Sergey Plis
[ OpenReview] 
Poster
None
PEEK: One-Step Look-Ahead Exposure Bias Correction for Diffusion Sampling
Yunwei Bai ⋅ Ying Kiat Tan ⋅ Tsuhan Chen
[ OpenReview] 
Poster
None
Chain-of-Thought Oversight Should Not Treat Faithfulness as Monitorability
Sichao Li ⋅ Sai Ma ⋅ Xiyang Hu ⋅ Chudi Zhong ⋅ Tongliang Liu
[ OpenReview] 
Poster
None
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control
Jingxuan Wei ⋅ Xi Bai ⋅ Shan Liu ⋅ caijun jia ⋅ Zheng Sun ⋅ Xinglong Xu ⋅ Siyuan Li ⋅ Linzhuang Sun ⋅ Bihui Yu ⋅ Conghui He ⋅ Cheng Tan
[ OpenReview] 
Poster
None
NORA: Evaluating Grounded Reasonableness in Visual First-person Normative Action Reasoning
Sichao Li ⋅ Sai Ma ⋅ Zhuang Li ⋅ Daniel Kilov ⋅ Secil Y Guyot ⋅ Seth Lazar
[ OpenReview] 
Poster
None
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context
Zhaowei Wang ⋅ Lishu Luo ⋅ Haodong Duan ⋅ WeiWeiLiu ⋅ Sijin Wu ⋅ Ji Luo ⋅ Shen Yan ⋅ Shuai Peng ⋅ Sihang Yuan ⋅ Chaoyi Huang ⋅ Yi Lin ⋅ Yangqiu Song
[ OpenReview] 
Poster
None
TIC-GRPO: Provable and Efficient Optimization for Reinforcement Learning from Human Feedback
Lei pang ⋅ Jun Luo ⋅ ruinan Jin
[ OpenReview] 
Poster
None
Winfree Oscillatory Neural Network
Jiawen Dai ⋅ Yue Song
[ OpenReview] 
Poster
None
Robust Nash Alignment under Preference Uncertainty
Shihab Ahmed ⋅ Debamita Ghosh ⋅ David Tang ⋅ Yudan Wang ⋅ Alvaro Velasquez ⋅ Yue Wang
[ OpenReview] 
Poster
None
Neural Bayesian Filtering
Christopher Solinas ⋅ Radovan Haluška ⋅ David Sychrovský ⋅ Finbarr Timbers ⋅ Nolan Bard ⋅ Michael Buro ⋅ Martin Schmid ⋅ Nathan Sturtevant ⋅ Michael Bowling
[ OpenReview] 
Poster
None
Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists
Yujun Wu ⋅ Dongxu Zhang ⋅ Xinchen Li ⋅ Jinhang Xu ⋅ Yiling Duan ⋅ Yumou Liu ⋅ Jiabao Pan ⋅ Qiyuan Zhu ⋅ Xuanhe Zhou ⋅ Jingxuan Wei ⋅ Siyuan Li ⋅ Jintao Chen ⋅ Conghui He ⋅ Cheng Tan
[ OpenReview] 
Poster
None
Inexact Bregman Sparse Newton Method for Efficient Optimal Transport
Jianting Pan ⋅ Jian Li ⋅ Sirong Dai ⋅ Ming Yan
[ OpenReview] 
Poster
None
WAXAL: A Large-Scale Multilingual African Language Speech Corpus
MohamedElfatih MohamedKhair ⋅ Emmanuel Asiedu Brempong ⋅ Subhashini Venugopalan ⋅ Abdoulaye Diack ⋅ Perry Nelson ⋅ Mireku ⋅ Tavonga Siyavora ⋅ Pooja Rao ⋅ Uche Okonkwo ⋅ Angela Nakalembe ⋅ Abhishek Bapna ⋅ Aisha Walcott-Bryant
[ OpenReview] 
Poster
None
Solving Stochastic Control under Multiplicative and Internal Noise via Constrained Optimization
Ruben Moreno Bote ⋅ Francesco Damiani ⋅ Dmytro Grytskyy
[ OpenReview] 
Poster
None
Discovering What You Can Control: Interventional Boundary Discovery for Reinforcement Learning
Jiaxin Liu ⋅ Anzhe Cheng ⋅ Paul Bogdan
[ OpenReview] 
Poster
None
Dual-Pathway Circuits of Object Hallucination in Vision-Language Models
Jiaxin Liu ⋅ Ding Zhong ⋅ Yue Wang ⋅ Zhidong Yang ⋅ Zhaolu Kang ⋅ Guangyuan Dong ⋅ Qishi Zhan ⋅ Pengcheng Fang ⋅ Aofan Liu
[ OpenReview] 
Poster
None
QGround: Condition-Wise Evidence Aggregation for 3D Grounding with 2D VLMs
Fengyun Wang ⋅ Jian Wang ⋅ Dingwei Zhang ⋅ Jinhui Tang ⋅ QIANRU SUN
[ OpenReview] 
Poster
None
A$^2$IQL: Adaptive Asymmetric Implicit Q Learning for Automated Warehouse Consolidation
Guangyi Liu ⋅ Andrea Angiuli ⋅ Mirko Ristivojevic ⋅ Joseph W Durham ⋅ Michael Caldara ⋅ Michael Zavlanos
[ OpenReview] 
Poster
None
CHASM: Cross-frequency Harmonized Axis-Separable Mixing for Spectral Token Operators
Pengcheng Fang ⋅ Hongli Chen ⋅ Yuxia Chen ⋅ Tengjiao Sun ⋅ Jiaxin Liu ⋅ Xiaohao Cai
[ OpenReview] 
Poster
None
SD-LoRA: Training-Time Structural Distillation into LoRA for Few-Shot Vision-Language Adaptation
Mohammed R Mohammad ⋅ Ardhendu Behera ⋅ Sandip Pradhan ⋅ Swagat Kumar ⋅ Yonghuai Liu
[ OpenReview] 
Poster
None
View-Spectral Reconciliation Learning for Text-based Multispectral Aerial–Ground Person Re-Identification
Zhongao Zhou ⋅ Bin Yang ⋅ Yuxuan Zhao ⋅ Yudi Xie ⋅ Jun Chen ⋅ Mang Ye
[ OpenReview] 
Poster
None
Agent$^2$ RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training?
Wanyi Chen ⋅ Xiao Yang ⋅ Xu Yang ⋅ Tianming Sha ⋅ Qizheng Li ⋅ Zhuo Wang ⋅ Bowen Xian ⋅ Fang Kong ⋅ Weiqing Liu ⋅ Jiang Bian
[ OpenReview] 
Poster
None
A Hierarchical World Model for Driving
Sudhanshu Mittal ⋅ Arian Mousakhan ⋅ Silvio Galesso ⋅ Karim Farid ⋅ Johannes Dienert ⋅ Rajat Sahay ⋅ Thomas Brox
[ OpenReview] 
Poster
None
Geometry Meets Physics: Data-Efficient Pre-Training for Unstructured Neural PDE Solvers
Luis Medrano-Navarro ⋅ Giacomo Baldan ⋅ Qiang Liu ⋅ Benjamin Holzschuh ⋅ Jan Hagnberger ⋅ Mathias Niepert ⋅ Nils Thuerey
[ OpenReview] 
Poster
None
TwinFlux: One-Step Discrete-Continuous Flow for End-to-End Autonomous Driving
Ziming Zhu ⋅ Yu Zhu ⋅ Qin Guo ⋅ Yujia Zhang ⋅ Zheng Shen
[ OpenReview] 
Poster
None
Ballad: Bandit-Based LLM Routing for Automated Heuristic Discovery
Samidha Verma ⋅ Ankit Anand ⋅ Sayan Ranu
[ OpenReview] 
Poster
None
Dialectics of Alignment: Harnessing Unsafe Knowledge for Dynamic Safety Routing
Maryam Hashemzadeh ⋅ Jerry Huang ⋅ Minseon Kim ⋅ Marc-Alexandre Côté ⋅ Sarath Chandar
[ OpenReview] 
Poster
None
When Medical VLMs Stop Understanding: MedTEC-Bench for Probing Semantic Specificity
Ahsan H Akash ⋅ Alina Devkota ⋅ Donald A Adjeroh ⋅ Binod Bhattarai ⋅ Prashnna K Gyawali
[ OpenReview] 
Poster
None
Robust Latent Space Bayesian Optimization with Marginalized Kernel
Ziyi Yang ⋅ Yifan Zhu ⋅ Jinghui Zhong
[ OpenReview] 
Poster
None
Neptuna: A Comprehensive Machine Learning Framework for Benchmarking Complex Multiphase Flows
Harish Ramachandran ⋅ Björn Kimpel ⋅ Thomas Paula ⋅ Josef M Winter ⋅ Steffen Schmidt ⋅ Nikolaus Adams
[ OpenReview] 
Poster
None
Kairos: Toward Adaptive and Parameter-Efficient Time Series Foundation Models
Kun Feng ⋅ Shaocheng Lan ⋅ Yuchen Fang ⋅ Wenchao He ⋅ Sihan Lu ⋅ Shuqi Gu ⋅ Lintao Ma ⋅ Xingyu Lu ⋅ Kan Ren
[ OpenReview] 
Poster
None
Flash-KMeans: Fast and Memory-Efficient Exact K-Means
Shuo Yang ⋅ Haocheng Xi ⋅ Yilong Zhao ⋅ Muyang Li ⋅ Xiaoze Fan ⋅ Jintao Zhang ⋅ Han Cai ⋅ Yujun Lin ⋅ Xiuyu Li ⋅ Kurt Keutzer ⋅ Song Han ⋅ Chenfeng Xu ⋅ Ion Stoica
[ OpenReview] 
Poster
None
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective
Yuyao Wang ⋅ Zhongjian Zhang ⋅ Mo Chi ⋅ Kaichi Yu ⋅ Yuhan Li ⋅ Miao Peng ⋅ Bing Tong ⋅ Chen Zhang ⋅ Yan Zhou ⋅ Jia Li
[ OpenReview] 
Poster
None
Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs
Naman Deep Singh ⋅ Maximilian Mueller ⋅ Amit Peleg ⋅ Francesco Croce ⋅ Matthias Hein
[ OpenReview] 
Poster
None
SurgReasoner: Surgical Reasoning Segmentation with Dynamic Difficulty-Aware Reinforcement Learning
Dong Zhang ⋅ Cheng Xue
[ OpenReview] 
Poster
None
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs
xin zhang ⋅ Qiqi Tao ⋅ JIAWEI DU ⋅ Moyun Liu ⋅ Joey Tianyi Zhou
[ OpenReview] 
Poster
None
Alignment Imprint: Zero-Shot AI-Generated Text Detection via Provable Preference Discrepancy
Junxi Wu ⋅ Kailin Huang ⋅ Dongjian Hu ⋅ Bin Chen ⋅ Hao Wu ⋅ Shu-Tao Xia ⋅ Changliang Zou
[ OpenReview] 
Poster
None
Atom-level Protein Representation Learning Improves Protein Structure Prediction
Taewon Kim ⋅ Hyosoon Jang ⋅ Hyunjin Seo ⋅ Seonghwan Seo ⋅ Hyeongwoo Kim ⋅ Wonho Zhung ⋅ Mingyeong Shin ⋅ Woo Youn Kim ⋅ Sungsoo Ahn
[ OpenReview] 
Poster
None
AgentAbstain: Do LLM Agents Know When Not to Act?
Xun Liu ⋅ Yi E Zhang ⋅ Vira Kasprova ⋅ Parisa Rabbani ⋅ Pardissadat Zahraei ⋅ Tianyu Zhang ⋅ Ali Ebrahimpour-Boroojeny ⋅ Varun Chandrasekaran
[ OpenReview] 
Poster
None
DiReCL: Learning Differentiable Reward Code with Inverse Reinforcement Learning
Aoran Wang ⋅ Jingtao Zhang ⋅ Maosen Li ⋅ Zongzhang Zhang
[ OpenReview] 
Poster
None
Generative Actor-Critic with Soft Bridge Policies
Ke He ⋅ Le He ⋅ Shunpu Tang ⋅ Yafei Wang ⋅ Lisheng Fan
[ OpenReview] 
Poster
None
Revisiting Embodied Chain-of-Thought for Generalizable Robot Manipulation
Nan Sun ⋅ Yuan Zhang ⋅ Yongkun Yang ⋅ Wentao Zhao ⋅ Peiyan Li ⋅ Jun Guo ⋅ Wenxuan Song ⋅ Pengxiang Ding ⋅ Runze Suo ⋅ Yifei Su ⋅ Xin Xiao ⋅ Xinghang Li ⋅ Huaping Liu
[ OpenReview] 
Poster
None
Weisfeiler and Leman Follow the Arrow of Time: Expressive Power of Message Passing in Temporal Event Graphs
Franziska Heeg ⋅ Jonas Sauer ⋅ Petra Mutzel ⋅ Ingo Scholtes
[ OpenReview] 
Poster
None
Better Source, Better Flow: Learning Condition-Dependent Source Distribution for Flow Matching
Junwan Kim ⋅ Jiho Park ⋅ Seonghu Jeon ⋅ Seungryong Kim
[ OpenReview] 
Poster
None
RISE-Video: Can Video Generators Decode Implicit World Rules?
Mingxin Liu ⋅ Shuran Ma ⋅ Shibei Meng ⋅ Xiangyu Zhao ⋅ Zicheng Zhang ⋅ Shaofeng Zhang ⋅ Zhihang Zhong ⋅ Peixian Chen ⋅ Haoyu Cao ⋅ Xing Sun ⋅ Haodong Duan ⋅ Xue Yang
[ OpenReview] 
Poster
None
Magnetic Resonance Unpaired Image Translation with Pseudometric Schrödinger Bridges
Shuwen Wei ⋅ Samuel Remedios ⋅ Zhangxing Bian ⋅ Shimeng Wang ⋅ Jinwei Zhang ⋅ Junyu Chen ⋅ Yihao Liu ⋅ Lianrui Zuo ⋅ Muhammad Faizyab Ali Chaudhary ⋅ Blake Dewey ⋅ Aaron Carass ⋅ Jerry L Prince
[ OpenReview] 
Poster
None
AdaMAP: Learning Adaptive Multi-Action Prediction with Grounded Dreaming Guidance
Muyao Li ⋅ Zihao Wang ⋅ XuJing Li ⋅ Xiangyang Li ⋅ Jiabo Ye ⋅ Zhiyong Wu ⋅ Yaodong Yang ⋅ Yujia Qin
[ OpenReview] 
Poster
None
PM1: A Multimodal Foundation Model for Genomes, Phenotypes, and Images at Biobank Scale
Christophe Thomassin ⋅ Marçal Comajoan Cara ⋅ Margarita Geleta ⋅ David Bonet ⋅ Benet O Sabat ⋅ Daniel Mas Montserrat ⋅ Alexander Ioannidis
[ OpenReview] 
Poster
None
FrameSelect: A Unified Library for Video Frame Selection and Evaluation
Arihant Jain ⋅ Chaosheng Dong
[ OpenReview] 
Poster
None
Hidden Measurement Error in LLM Pipelines Distorts Annotation, Evaluation, and Benchmarking
Solomon Messing
[ OpenReview] 
Poster
None
PULSE: Identifying Demonstration-Utility Features with Sparse Autoencoders
chenduo hao ⋅ Chuanbao Gao ⋅ Pinjun Zeng ⋅ Jingze Zhu ⋅ Liu Chonghan ⋅ Zidong Liu ⋅ Xu Yang
[ OpenReview] 
Poster
None
Prospective Hindsight: Self-Calibrating Reinforcement Learning via Prediction–Reality Gaps
Jiaxin Zhang ⋅ XIANGYU PENG ⋅ Qinglin Chen ⋅ Yu Li ⋅ Hiroaki Hayashi ⋅ Chien-Sheng Wu
[ OpenReview] 
Poster
None
Progressive Signal Calibration for Medical Image Segmentation: Diagnosing and Correcting Structural Misalignment in Training Signals
Xinyan Zhao ⋅ Haijing Liu ⋅ Zhuan Cui ⋅ Tian Guan ⋅ Yonghong He ⋅ Wen Tang ⋅ Qiming He
[ OpenReview] 
Poster
None
BenchRep-T: A Systematic Evaluation of T-Cell Repertoire-Based Disease Diagnostics
Chiho Im ⋅ Liel Cohen-Lavi ⋅ Alejandro Buendia ⋅ Anshul Kundaje ⋅ Scott D Boyd
[ OpenReview] 
Poster
None
Geometric Instability of Hidden-State Trajectories Predicts Reasoning Failures in Large Language Models
Hoda Fakharzadehjahromy ⋅ Andreas C Bueff ⋅ Fredrik Heintz ⋅ Mattias Tiger ⋅ Qing Li ⋅ Jiaqi Li ⋅ Jiahui Geng
[ OpenReview] 
Poster
None
Learning Interpretable Switching Dynamics in Shared Neural-Behavioral Latent Space
Yongxu Zhang ⋅ Josue Ortega Caro ⋅ Rachel L Oren ⋅ Michael J Higley ⋅ Jessica Cardin ⋅ Anne Churchland ⋅ Shreya Saxena
[ OpenReview] 
Poster
None
M-plicits: Neural Implicit Surfaces via Nested Multiscale Residuals
Vinícius Da Silva ⋅ Isabelle R de Melo ⋅ Matheus L de Lima Bessa ⋅ Guilherme Schardong ⋅ Luiz Schirmer ⋅ Andre Araujo ⋅ Nuno Gonçalves ⋅ HELIO C LOPES ⋅ Alberto Raposo ⋅ Luiz Velho ⋅ Tiago Novello
[ OpenReview] 
Poster
None
AmaraSpatial-10K: A Spatially and Semantically Aligned 3D Dataset for Spatial Computing and Embodied AI
Mohammad S Salehi ⋅ Alexander J Perkins ⋅ Igor P Maurell ⋅ Ashkan Dabbagh ⋅ Raymond Wong
[ OpenReview] 
Poster
None
What to Predict for Efficient Scheduling on Parallel Machines
Evripidis Bampis ⋅ Bruno Escoffier ⋅ Dimitris Fotakis ⋅ Giorgos Mitropoulos ⋅ Michalis Xefteris
[ OpenReview] 
Poster
None
Residual-Autoregressive Context for 3D Gaussian Splatting Compression
Wenqing Wang ⋅ Huimin Zeng ⋅ Yun Fu
[ OpenReview] 
Poster
None
Mixture of Activations: Token-Adaptive Mixing for Expressive Feedforward Layers
Mingze Wang ⋅ Jinbo Wang ⋅ Yikuan Xia ⋅ Shen Kai ⋅ Mingwu Zheng
[ OpenReview] 
Poster
None
Exponential Map Models as an Interpretable Framework for Generating Neural Spatial Representations
Markus Pettersen ⋅ Nicolai Haug ⋅ Joakim Bergli ⋅ Thomas M Surowiec ⋅ Mikkel Lepperød
[ OpenReview] 
Poster
None
Denoising Implicit Variational Inference
Zitong Wang ⋅ Zekun Wu ⋅ Longlin Yu ⋅ Cheng Zhang
[ OpenReview] 
Poster
None
M$^2$RNN: Non-Linear RNNs with Matrix-Valued States for Scalable Language Modeling
Mayank Mishra ⋅ Shawn Tan ⋅ Ion Stoica ⋅ Joseph Gonzalez ⋅ Tri Dao
[ OpenReview] 
Poster
None
Which Pairs Should We Compare for DPO?
Vineet Goyal ⋅ Jiangze Han ⋅ Will Ma
[ OpenReview] 
Poster
None
Unrestrained Simplex Denoising for Discrete Data. A Generative Method Applied to Graphs.
Yoann Boget ⋅ Alexandros Kalousis
[ OpenReview] 
Poster
None
Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents
Wei-Chieh Huang ⋅ Weizhi Zhang ⋅ Yuchen Wu ⋅ Yankai Chen ⋅ Eric Hanchen Jiang ⋅ Wooseong Yang ⋅ Yiwei Yang ⋅ Henry P Zou ⋅ Hanrong Zhang ⋅ Ying Nian Wu ⋅ Haolun Wu ⋅ Kai-Wei Chang ⋅ Philip S Yu ⋅ Steve Liu ⋅ Aylin Caliskan
[ OpenReview] 
Poster
None
When LLM Routers Overpay: Strong-Model Over-Selection under Loose Budgets
Guannan Lai ⋅ Long Chen ⋅ Han-Jia Ye
[ OpenReview] 
Poster
None
Fractal-G: Topology-Aware Heterogeneous Graphs for Medical Image Segmentation
Bai Sun ⋅ Zixuan Tang
[ OpenReview] 
Poster
None
Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters
Jonghyun Shin ⋅ Sejun Park
[ OpenReview] 
Poster
None
Efficient Test-time Adaptation through Candidate Verification and Divergence Shifts
Seungmin Oh ⋅ Seunghun Kang ⋅ Jongbin Ryu
[ OpenReview] 
Poster
None
PriSM: Prior-guided Shared-basis Mixture Personalization for LLMs under Sparse User Histories
Hea E Lee ⋅ Hyungi Lee ⋅ Jangho Kim
[ OpenReview] 
Poster
None
NASDAQ: Normalized Observation Space Dynamics-Augmented Q-Learning
Xinwei Liu ⋅ Junyuan Liang ⋅ Zicong Hong ⋅ Jianting Zhang ⋅ Wuhui Chen
[ OpenReview] 
Poster
None
CellularS2-Bench: A Staged, Evidence-Grounded Benchmark for Cellular Network Security Reasoning
Ke Xie ⋅ Xingyi Zhao ⋅ Yiwen Hu ⋅ Haotian Lin ⋅ Shuhan Yuan ⋅ Wen Li ⋅ Tian Xie
[ OpenReview] 
Poster
None
XBRIDGE: Entity-Grounded Latent Bridge for Heterogeneous LLM Communication
Wooseong Yang ⋅ Wei-Chieh Huang ⋅ Weizhi Zhang ⋅ Yu Wang ⋅ Philip S Yu ⋅ Junhyun Lee
[ OpenReview] 
Poster
None
MobTA: Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic
SHUAI LIU ⋅ Ning Cao ⋅ Yue Jiang ⋅ Gao Cong
[ OpenReview] 
Poster
None
VISD: Enhancing Video Reasoning via Structured Self-Distillation
Hao Lin ⋅ Kunyang Lv ⋅ Xu Jiang ⋅ Jingqi Tian ⋅ Zhongjing Du ⋅ Jiayu Ding ⋅ Qiaoman Zhang ⋅ Hongbo Jin
[ OpenReview] 
Poster
None
AQBENCH: Benchmarking Neural Surrogates for Air Quality Forecasting
Siddharthan Dileep ⋅ Sanchit Bedi ⋅ Pareshbhai D Parmar ⋅ Ayush Maheshwari ⋅ Sri H Kota ⋅ N M Anoop Krishnan
[ OpenReview] 
Poster
None
Frequency Domain Reservoir Computing
Klaus Schertler ⋅ Xiomara Runge ⋅ Andrea Ceni ⋅ David Kappel ⋅ Claudio Gallicchio
[ OpenReview] 
Poster
None
When Catastrophic Inheritance Meets Forgetting in Continual Adaptation of Foundation Models
Quanyu Zhang ⋅ Zhongyi Han ⋅ Zhenxue Chen ⋅ Xiao-Long Yin ⋅ Henggui Zhang ⋅ Shuo Li
[ OpenReview] 
Poster
None
Vision-Language Grounding as Bidirectional Concept Correspondence
Jieyu Zhang ⋅ Ziqi Gao ⋅ Luke Zettlemoyer ⋅ Ranjay Krishna
[ OpenReview] 
Poster
None
Medical LLMs as Medical World Models: Unified Policy-Dynamics Learning with Test-Time Search
Yucheng Zhou ⋅ Peng Luo ⋅ Jianbing Shen
[ OpenReview] 
Poster
None
URDF-Anything+: End-to-End Generation for Simulation-Ready Articulated Assets
Zhuangzhe Wu ⋅ Yue Xin ⋅ Chengkai Hou ⋅ Minghao Chen ⋅ Yaoxu Lyu ⋅ Jieyu Zhang ⋅ Shanghang Zhang
[ OpenReview] 
Poster
None
Optimal sequential tests yield log-optimal e-processes
Ashwin Ram ⋅ Aaditya Ramdas
[ OpenReview] 
Poster
None
Decoding the Critique Mechanism in Large Reasoning Models
Hoang Phan ⋅ Nguyen Hung-Quang ⋅ Thanh Q Le ⋅ Xiusi Chen ⋅ Heng Ji ⋅ Khoa D Doan
[ OpenReview] 
Poster
None
Certified but Private: Scalable Zero-Knowledge Proofs for the Formal Verification of Neural Networks
Youwei Zhong ⋅ Ben Merbaum ⋅ Timos Antonopoulos ⋅ Ning Luo ⋅ CHARALAMPOS PAPAMANTHOU ⋅ Katerina Sotiraki ⋅ Ruzica Piskac
[ OpenReview] 
Poster
None
Neural Harmonic Measure Operator
Jinjin He ⋅ Sinan Wang ⋅ Yuchen Sun ⋅ Bo Zhu
[ OpenReview] 
Poster
None
Audible World Models: Spatially Aware Sound Generation for 3D Worlds
Duowen Chen ⋅ Jinjin He ⋅ Gouthaman KV ⋅ Sandeep B Venkatesh ⋅ Bo Zhu
[ OpenReview] 
Poster
None
When Further Realization Is Unnecessary: Amortized Reasoning for Long-Horizon LLM Agents
Rongzheng Wang ⋅ Jiakai Li ⋅ Renzhong Wang ⋅ Rongwei Wang ⋅ Yihong Huang ⋅ Dingyuan Rao ⋅ Jielei Wang ⋅ Shuang Liang ⋅ Ke Qin
[ OpenReview] 
Poster
None
EgoBench: An Interactive Egocentric Multimodal Benchmark for Tool-Using Agents
Yunqi Liu ⋅ Tong Niu ⋅ Zitong Wang ⋅ Zhenlong Dai ⋅ Yuqi Qing ⋅ Weiqiang Wang ⋅ Jian liu
[ OpenReview] 
Poster
None
SFPR: Structural Fingerprinting for LiDAR-to-OpenStreetMap Place Recognition
Jiajun Zheng ⋅ Ziwei Shi ⋅ Yu Zang ⋅ Chenlu Lin ⋅ Youbiao Wang ⋅ Wenjing Xu ⋅ Cheng Wang
[ OpenReview] 
Poster
None
Disen-Forcing: Disentangling Semantic Anchoring from Motion for Autoregressive Video Diffusion
Zhengyang Yu ⋅ Akio Hayakawa ⋅ Masato Ishii ⋅ Qingtao Yu ⋅ Xuesong Li ⋅ Takashi Shibuya ⋅ Yuki Mitsufuji ⋅ Jing Zhang
[ OpenReview] 
Poster
None
Efficient Variational Inference for Log-Gaussian Cox Processes via Voronoi Tessellation
Yanshuo Liu ⋅ Jiaheng Qu ⋅ Sha Cao ⋅ Chi Zhang ⋅ Nan Zhang
[ OpenReview] 
Poster
None
Fast Sandwich Products in Clifford Algebra
Travis Pence ⋅ Daisuke Yamada ⋅ Jiaqi Mo ⋅ Chanyoung Moon ⋅ Karthikeyan Sankaralingam ⋅ Vikas Singh
[ OpenReview] 
Poster
None
TRIAD: Benchmarking Omni-Modal Ambiguity in Multimodal Large Language Models
Zhaolu Kang ⋅ Yidi Wang ⋅ Yile Li ⋅ Siqi Zeng ⋅ Yingjie He ⋅ richeng xuan ⋅ Zhichao Hu
[ OpenReview] 
Poster
None
Variational Active Flow Matching for Discrete Online Black-Box Optimization
Yashvir Singh Grewal ⋅ Daniel M Steinberg ⋅ Thang Bui ⋅ Cheng Soon Ong ⋅ Edwin V Bonilla
[ OpenReview] 
Poster
None
Preserving Geometric Symmetry in Uncertainty Estimation for Molecular Forces
Xinyu Li ⋅ Zhen Zhang ⋅ Jiayu Huang ⋅ Daniel M Steinberg ⋅ Lina Yao ⋅ Prof Javen Qinfeng Shi
[ OpenReview] 
Poster
None
UFO: A Unified Flow-Oriented Framework for Robust Continual Graph Learning
Danhui Zhang ⋅ Zhe Wang ⋅ Qing Qing ⋅ Jiarui Liu ⋅ Wentao Gao ⋅ Ziqi Xu ⋅ Mingliang Hou ⋅ Xikun Zhang ⋅ Renqiang Luo
[ OpenReview] 
Poster
None
Learning Reveals Invisible Structure in Low-Rank RNNs
Yoav Ger ⋅ Omri Barak
[ OpenReview] 
Poster
None
Self-Rewarding Sequential Monte Carlo for Masked Diffusion Language Models
Ziwei Luo ⋅ Ziqi Jin ⋅ Lei Wang ⋅ Lidong Bing ⋅ Thomas Schön
[ OpenReview] 
Poster
None
MARS: Enabling Autoregressive Models Multi-Token Generation
Ziqi Jin ⋅ Lei Wang ⋅ Ziwei Luo ⋅ Aixin Sun
[ OpenReview] 
Poster
None
Can AI Agents Synthesize Scientific Conclusions?
Hayoung Jung ⋅ Pedro V Diniz ⋅ José R Roveda ⋅ Abner F da Silva ⋅ Haeun Jung ⋅ Enoch Tsai ⋅ Aleksandra Korolova ⋅ Manoel Ribeiro
[ OpenReview] 
Poster
None
Learning with Enumeration: Neural-Guided SAT Framework for Cryptographic Key Recovery
Xinhao Zheng ⋅ Xinhao Song ⋅ Jinchen Yu ⋅ Zhuoyuan Xu ⋅ Gongshen Liu ⋅ Junchi Yan
[ OpenReview] 
Poster
None
CRAFT: Counterfactual-to-Interactive Reinforcement Fine-Tuning for Driving Policies
Keyu Chen ⋅ Nanfei Ye ⋅ Yida Wang ⋅ Wenchao Sun ⋅ Danqi Zhao ⋅ Hao Cheng ⋅ Sifa Zheng
[ OpenReview] 
Poster
None
DiRecT: Safe Diffusion-Based Planning via Receding-Horizon Denoising
Paolo Giaretta ⋅ Zeyang Li ⋅ Navid Azizan
[ OpenReview] 
Poster
None
MissPath-FM: Flow Matching with Structured Priors for Partially Observed Time Series
Genpei Zhang
[ OpenReview] 
Poster
None
Learning Rate Transfer for Hybrid Transformer-SSM Architectures
Jimin Seo ⋅ Gyubok Lee ⋅ Yeonsik Jo ⋅ Kiwoong Yoo ⋅ Yeongoon Kim ⋅ Minhae Oh ⋅ Jin W Koo ⋅ Suhwan Kim ⋅ Nakyung Lee ⋅ Minsik Seol ⋅ Idris Nechnech ⋅ Jaehyeon Kim ⋅ LeeGiho ⋅ Jungwoo Lee
[ OpenReview] 
Poster
None
FlashControl: One-Step Controllable Generator via Distillation-Friendly Single-Stream Teachers.
Ngan Nguyen ⋅ Dung Nguyen ⋅ Quan Dao ⋅ Dimitris Metaxas ⋅ Minh Hoai ⋅ Cuong Pham ⋅ Anh Tran
[ OpenReview] 
Poster
None
Kernel Value Regression in Offline Reinforcement Learning
Jongyeon Lee ⋅ Jaehyoung Jeon ⋅ Kim Haneol ⋅ Myungjoo Kang
[ OpenReview] 
Poster
None
Perception for Action in Latent World Models
Petr Ivashkov ⋅ Randall Balestriero ⋅ Bernhard Schölkopf
[ OpenReview] 
Poster
None
The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
Gabriele La Malfa ⋅ Emanuele La Malfa ⋅ Saar Cohen ⋅ Jie Zhang ⋅ Michael Luck ⋅ Michael Wooldridge ⋅ Elizabeth Black
[ OpenReview] 
Poster
None
VeruSAGE-Bench: A Benchmark Suite for Rust System Verification
Chenyuan Yang ⋅ Natalie Neamtu ⋅ Chris Hawblitzel ⋅ Jacob R Lorch ⋅ Shan Lu
[ OpenReview] 
Poster
None
Orthros: Phase-Aware Heterogeneous Attention for Efficient Transformers
Yuhong CHOU ⋅ Zehao Liu ⋅ Yuqi Pan ⋅ Qian Liu ⋅ Xianwei Chen ⋅ Jibin Wu
[ OpenReview] 
Poster
None
Mind the Gap: Information Disadvantage as a Learning Signal in Cooperative MARL
Chang Liu
[ OpenReview] 
Poster
None
To discretize continually: Mean shift interacting particle systems for Bayesian inference
Ayoub Belhadji ⋅ Daniel Sharp ⋅ Youssef Marzouk
[ OpenReview] 
Poster
None
Breaking BAD: Heterogeneous Byzantine-Robust Federated Learning via Gather and Scatter Scores
Sena Ergisi ⋅ Luis Massny ⋅ Rawad Bitar
[ OpenReview] 
Poster
None
SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring
Hector G. Rodriguez ⋅ Marcus Rohrbach
[ OpenReview] 
Poster
None
Synthetic Pre-Pre-Training Improves Language Model Robustness to Noisy Pre-Training Data
Xu Guo ⋅ Runyu Peng ⋅ Jian Tong ⋅ Yunhua Zhou ⋅ haijun Lv ⋅ Zhihui Lu ⋅ Qipeng Guo
[ OpenReview] 
Poster
None
CHAIN: Continual Heterogeneous Cooperation with Information Bottleneck for Multi-Agent Reinforcement Learning
Haowen Dou ⋅ Lujuan Dang ⋅ Badong Chen
[ OpenReview] 
Poster
None
What kills $v$-prediction? A Patch-wise PCA Perspective on Pixel-Space Flow Matching
Tianze Luo ⋅ Haofeng Huang ⋅ Yuan Yao
[ OpenReview] 
Poster
None
End-to-End Identifiable and Consistent Recurrent Switching Dynamical Systems
Carles Balsells Rodas ⋅ Zhengrui Xiang ⋅ Francisco Sumba Toral ⋅ Yingzhen Li
[ OpenReview] 
Poster
None
TimeES: Probabilistic and Deterministic Time Series Forecasting via Evolutionary Spectra
Weiwei Ye ⋅ Renhe Jiang ⋅ Hangchen Liu ⋅ Dongyuan Li ⋅ Yoshihide Sekimoto
[ OpenReview] 
Poster
None
SymDrift: One-Shot Generative Modeling under Symmetries
Samir Darouich ⋅ Vinh Tong ⋅ Lluis Pastor Perez ⋅ Tanja Bien ⋅ Loay Mualem ⋅ Mathias Niepert
[ OpenReview] 
Poster
None
Multi-Bridge Denoising Diffusion Probabilistic Models
Mélodie Monod ⋅ Habib Ganjgahi
[ OpenReview] 
Poster
None
Weakly Supervised Concept Learning for Interpreting and Attributing LVLM Predictions
Md Abdul Kadir ⋅ Omair Shahzad Bhatti ⋅ Daniel Sonntag
[ OpenReview] 
Poster
None
Agents as Neuro-Symbolic Reasoners: Path Feasibility Reasoning for Precise Static Bug Detection
Xueying Du ⋅ Kai Yu ⋅ Chong Wang ⋅ Yi Zou ⋅ Wentai Deng ⋅ Zuoyu Ou ⋅ Xin Peng ⋅ Yiling Lou
[ OpenReview] 
Poster
None
Coresets for Clustering Using Noisy Comparisons and Few Distance Queries
Amir Carmel ⋅ Robert Krauthgamer
[ OpenReview] 
Poster
None
Pointwise Lipschitz Continuous Graph Algorithms
Quanquan C Liu ⋅ Grigoris Velegkas ⋅ Yuichi Yoshida ⋅ Felix Zhou
[ OpenReview] 
Poster
None
Beyond the Golden Teacher: Enhancing Graph Learning through LLM-GNN Co-teaching
Zhuoyi Peng ⋅ Hanlin Gu ⋅ Lixin Fan ⋅ Yi Yang
[ OpenReview] 
Poster
None
Your Self-Supervised Projection Head Captures Object Co-Occurrence Statistics
Arthur Aubret ⋅ Jochen Triesch ⋅ Céline Teulière
[ OpenReview] 
Poster
None
Beyond Pairwise Supervision: Spectral Characteristic Matching for Data-Efficient Multimodal Alignment
Xinchao Wang ⋅ Shuang Li ⋅ Wei Chen ⋅ Jingxuan Kang ⋅ Fuzhen Zhuang ⋅ deqing wang
[ OpenReview] 
Poster
None
Externalized CPDAG Summaries Improve LLM Causal Deduction
Wentao Sun ⋅ João P Nogueira ⋅ Dominique Verchere ⋅ Mathieu Acher ⋅ Alonso Silva
[ OpenReview] 
Poster
None
Can Large Language Models Develop Gambling Addiction?
Seungpil Lee ⋅ Donghyeon Shin ⋅ Yunjeong Lee ⋅ Sundong Kim
[ OpenReview] 
Poster
None
LAFP: Preserving Latent Action Structure in Latent Policy Learning via Flow Matching
Jiexi Lyu ⋅ Xi zhou Bu ⋅ Qingqiu Huang ⋅ Chufeng Tang ⋅ Xiaoshuai Hao ⋅ Hongbo Wang ⋅ Wei Li
[ OpenReview] 
Poster
None
Corrected Integrated Laplace Approximation for Bayesian Inference in Latent Gaussian Models
Jinlin Lai ⋅ Charles Margossian ⋅ Daniel Sheldon
[ OpenReview] 
Poster
None
A Trust Region Approach for Learning Schrödinger Bridges
Takeshi Koshizuka ⋅ Denis Blessing ⋅ Max Zimmer ⋅ Sebastian Pokutta ⋅ Lorenz Richter
[ OpenReview] 
Poster
None
ReST-RL: Reinforcing LLM Reasoning through Unified Self-Training and Value-Guided Search
Sining Zhoubian ⋅ Dan Zhang ⋅ Jie Tang
[ OpenReview] 
Poster
None
Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models
Yulin Yuan ⋅ Hongshuo Zhao ⋅ Xiangming Meng
[ OpenReview] 
Poster
None
Constrained MDPs with Trajectory Constraints
Martino Bernasconi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
None
Robust Diffusion Models via Divergence-Induced Weighted Denoising
Lei Li ⋅ Yuexiao Dong
[ OpenReview] 
Poster
None
KVBuffer: IO-aware Serving for Linear Attention
Longwei Zou ⋅ Lin Zhong
[ OpenReview] 
Poster
None
Residual Calibration via Local Feature-Space Refinement
Xihao Wang ⋅ Chengyao Yu ⋅ Ruixing Ming
[ OpenReview] 
Poster
None
SierpinskiCam: Camera-Controlled Video Retaking with Sierpinski Triangle Pattern Cues
Suttisak Wizadwongsa ⋅ Hyelin Nam ⋅ Supasorn Suwajanakorn ⋅ Jeong Joon Park
[ OpenReview] 
Poster
None
HiFloat4 Format for End-To-End Reinforcement Learning Post-Training of Large Language Models
Hei Yi Mak ⋅ Shadan Golestan ⋅ Hoang Le ⋅ Mehran Taghian Jazi ⋅ Yunke Peng ⋅ Yaoyuan Wang ⋅ Yao Wang ⋅ JUNSONG WANG ⋅ Tianchi Hu ⋅ Fengchen He ⋅ Guipeng Hu ⋅ Tanzila Rahman ⋅ Anandharaju D Raju
[ OpenReview] 
Poster
None
DrugSAGE: Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery
Yikun Zhang ⋅ Xiwei Cheng ⋅ Tianyu Liu ⋅ Yuanqi Du ⋅ Wengong Jin
[ OpenReview] 
Poster
None
Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling
Jing-Xuan Zhang ⋅ Genshun Wan ⋅ Jia Pan ⋅ Jianqing Gao ⋅ Yumei Zhang ⋅ Lichen Zhang
[ OpenReview] 
Poster
None
Group-Aware Matrix Estimation and Latent Subspace Recovery
Hamza Golubovic ⋅ Matthew Shen ⋅ Genevera Allen ⋅ Tarek M Zikry
[ OpenReview] 
Poster
None
Matchability-Aware Conformal Prediction for Open-Ended Language Model Generation
Ilia Azizi
[ OpenReview] 
Poster
None
DySurface: Consistent 4D Surface Reconstruction via Bridging Explicit Gaussians and Implicit Functions
Minje Kim ⋅ Younghyun Noh ⋅ Jaesoon Kim ⋅ Tae-Kyun Kim
[ OpenReview] 
Poster
None
MindLoom: Composing Thought Modes for Frontier-Level Reasoning Data Synthesis
Haiyang SHEN ⋅ Taian Guo ⋅ Xuanzhong Chen ⋅ Mugeng Liu ⋅ Sixiong Xie ⋅ Zhuofan Shi ⋅ Chongyang Pan ⋅ Siqi Zhong ⋅ Guoqing Wang ⋅ Ming Zhang ⋅ Yun Ma
[ OpenReview] 
Poster
None
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation
Zhiheng Liu ⋅ Weiming Ren ⋅ Xiaoke Huang ⋅ Shoufa Chen ⋅ Tianhong Li ⋅ Mengzhao Chen ⋅ Yatai Ji ⋅ Sen He ⋅ Jonas Schult ⋅ Belinda Zeng ⋅ Tao Xiang ⋅ Wenhu Chen ⋅ Ping Luo ⋅ Luke Zettlemoyer ⋅ Yuren Cong
[ OpenReview] 
Poster
None
Iterative Scarcity-Guided Exploration: Bootstrapping Generative Auto-bidding from Narrow Support
Qingmao Yao ⋅ Guangzheng Hu ⋅ Yusen Huo ⋅ Chu Xu ⋅ Zhilin Zhang ⋅ Chuan Yu ⋅ Jian Xu ⋅ Bo Zheng ⋅ Xiaotie Deng
[ OpenReview] 
Poster
None
A Constrained Bi-level Optimization Framework for Constrained Preference-Based Reinforcement Learning
Yue Mao ⋅ Siyuan Xu ⋅ Shicheng Liu ⋅ Minghui Zhu
[ OpenReview] 
Poster
None
VLSplat: Vision-Language Guided Object-Centric 3D Gaussian Splatting via Scene Graph
Yuntae Jeon ⋅ Younho Jeon ⋅ Sujin Jin ⋅ Sungho Jo ⋅ Seunghee Park
[ OpenReview] 
Poster
None
Geometry-Aware Subspace Perturbation for Heterogeneous Federated Learning
Xiangtao Zhang ⋅ Hailong Yan ⋅ Obed Irihose ⋅ Joey Tianyi Zhou ⋅ Chee Seng Chan ⋅ Ce Zhu ⋅ Le Zhang
[ OpenReview] 
Poster
None
Aligning Language Models with Selective Prediction
Gaoxiang Luo ⋅ Yifan Wu ⋅ Sinian Zhang ⋅ Aryan Deshwal ⋅ Ju Sun
[ OpenReview] 
Poster
None
Generalization at the Edge of Stability
Mario Tuci ⋅ Caner Korkmaz ⋅ Umut Simsekli ⋅ Tolga Birdal
[ OpenReview] 
Poster
None
Semantic-Bridge Federated Learning: Bridging CLIP Semantics for Heterogeneous FL
Leixuhai Xu ⋅ Xiangtao Zhang ⋅ Hailong Yan ⋅ Le Zhang
[ OpenReview] 
Poster
None
MorphSIG: Subject-Driven Image Generation via Decoupled Anchoring and Feature Transport
Hailong Yan ⋅ Yongrui Zhang ⋅ Xiangtao Zhang ⋅ Le Zhang
[ OpenReview] 
Poster
None
Tropical Boundary Complexity of Deep ReLU Networks
Jun Li
[ OpenReview] 
Poster
None
ProMo3D: Probing Motion Cues in Frozen 3D Foundation Models
Xiaoang Zhang ⋅ Mert Kiray ⋅ Yordanka Velikova ⋅ Manoj Biswanath ⋅ Benjamin Busam
[ OpenReview] 
Poster
None
Debiased DPO for Diffusion Models
Duc Khiem Pham ⋅ Quang Nguyen ⋅ Tung D Nguyen ⋅ Jingsen Zhu ⋅ Michele Santacatterina ⋅ Dimitris Metaxas ⋅ Ramin Zabih
[ OpenReview] 
Poster
None
Learning Preference Representations for Preference-Conditioned Image Generation
Wenyi Mo ⋅ Tianyu Zhang ⋅ Yalong Bai ⋅ Ligong Han ⋅ Ying Ba ⋅ Dimitris Metaxas
[ OpenReview] 
Poster
None
Sharp Convergence and Sample Complexity of Policy Mirror Descent for Average-Reward MDPs
Enes Arda ⋅ Atilla Eryilmaz
[ OpenReview] 
Poster
None
UniPro: Unified Multi-Mode Medical Image Segmentation from 2D Images to 3D Volumes via Propagation
Bangwei Guo ⋅ Yunhe Gao ⋅ Meng Ye ⋅ Yang Zhou ⋅ Difei Gu ⋅ Guoning Zhang ⋅ Leon Axel ⋅ Dimitris Metaxas
[ OpenReview] 
Poster
None
Sequential Probabilistic Uncertainty Estimation for Parallel Multi-Agent Reasoning Systems
Tunyu Zhang ⋅ Zihao Zhao ⋅ Yusong Zhao ⋅ Haizhou Shi ⋅ Zhuohang Li ⋅ Haoxian Chen ⋅ Hao Wang ⋅ Dimitris Metaxas
[ OpenReview] 
Poster
None
Reasoning-based Spatial Prior (RSP): Learning Spatial Priors from Multimodal LLMs for Object Detection
Cagri Gungor ⋅ Qingshuang Chen ⋅ Hongda Mao ⋅ Chi Zhang ⋅ Yelin Kim
[ OpenReview] 
Poster
None
Harder the Task, Sparser the Representation: Sparsity as a Learning Signature of Capability in LLMs
Mingyu Jin ⋅ Yutong Yin ⋅ Jingcheng Niu ⋅ Qingcheng Zeng ⋅ Wujiang Xu ⋅ Xinyuan Song ⋅ Wei Cheng ⋅ Mengnan Du ⋅ Zhaoran Wang ⋅ Tianlong Chen ⋅ Dimitris Metaxas
[ OpenReview] 
Poster
None
Privacy by Postprocessing the Discrete Laplace Mechanism
Quentin Hillebrand ⋅ Jacob Imola ⋅ Rasmus Pagh ⋅ Sia Sejer
[ OpenReview] 
Poster
None
A Unified Theoretical Framework for Task Recognition and Task Learning in In-Context Learning
Zhixuan Pan ⋅ Li Cao ⋅ Yiqi Dong ⋅ Chenyu Gan ⋅ Shaowen Wang ⋅ Jian Li
[ OpenReview] 
Poster
None
Online Fair Division Meets Reordering Buffers
Georgios Amanatidis ⋅ Giulio Giaconi ⋅ Evangelos Markakis ⋅ Nicos Protopapas
[ OpenReview] 
Poster
None
Few-Step Diffusion Language Models via Trajectory Self-Distillation
Tunyu Zhang ⋅ Xinxi Zhang ⋅ Ligong Han ⋅ Haizhou Shi ⋅ Xiaoxiao He ⋅ Zhuowei Li ⋅ Hao Wang ⋅ Kai Xu ⋅ Akash Srivastava ⋅ Chengzhi Mao ⋅ Hao Wang ⋅ Vladimir Pavlovic ⋅ Dimitris Metaxas
[ OpenReview] 
Poster
None
FloatDoor: Platform triggered Backdoors in LLMs
Nils Loose ⋅ Jonas Sander ⋅ Felix Mächtle ⋅ Thomas Eisenbarth
[ OpenReview] 
Poster
None
In-Context Learning for Remote Sensing Vision: A Semantic-Aware Rotation-Robust Diffusion Framework
jing geng ⋅ Chuanlong Zhang ⋅ Jiayi Su ⋅ Wencheng Han
[ OpenReview] 
Poster
None
Frontier Task Synthesis Via Solution-Centric Evolution
Yangzhen Wu ⋅ Aaron J Li ⋅ Wenjie Ma ⋅ Li Cao ⋅ Ziheng Zhou ⋅ Mert Cemri ⋅ Shu Liu ⋅ Yuran Xiu ⋅ Chenxiao Yan ⋅ Haikun Zhao ⋅ Bin Yu ⋅ Ion Stoica ⋅ Dawn Song
[ OpenReview] 
Poster
None
Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding
Rahul K Thomas ⋅ Teo Kitanovski ⋅ Micah Goldblum ⋅ Arka Pal
[ OpenReview] 
Poster
None
OroPrecipBench: a km-scale benchmark for spatial precipitation downscaling over complex terrain
Hongyi Chen ⋅ Xiaokai Yan ⋅ Jiadong Zhang ⋅ Jingtao Ding ⋅ Xiaojun Liang ⋅ Yong Li ⋅ Xiao-Ping (Steven) Zhang
[ OpenReview] 
Poster
None
SynthHair: Leveraging MetaHumans for a High-Quality 4K Hair Matting Dataset
Markus Karmann ⋅ Shile Li ⋅ Philip Torr ⋅ Puneet Dokania ⋅ Qi Zhang ⋅ Peng-Tao Jiang ⋅ Bo Li ⋅ Onay Urfalioglu
[ OpenReview] 
Poster
None
Federated Logic Gate Networks via Boolean Feature Selection
Felix Kunze ⋅ Antonio Di Maio
[ OpenReview] 
Poster
None
Best Arm Identification in Generalized Linear Bandits via Hybrid Feedback
Qirun Zeng ⋅ Xuchuang Wang ⋅ Jiayi Shen ⋅ Xutong Liu ⋅ Fang Kong ⋅ Jinhang Zuo
[ OpenReview] 
Poster
None
SNACK: A Sequential Notation Framework for Probabilistic Graph Generation
Hohyun Kim ⋅ Hyesung Kim ⋅ Min-hwan Oh ⋅ Seunggeun Lee
[ OpenReview] 
Poster
None
Data-Free Metrics Are Not Invariant Under Functionality-Preserving Reparametrisations
Gabryel Mason-Williams ⋅ Israel Mason-Williams ⋅ Fredrik Dahlqvist
[ OpenReview] 
Poster
None
GRAPE: Graph-Augmented Prototype Explanations for Interactive Medical Image Diagnosis
Rasul Khanbayov ⋅ Erchin Serpedin ⋅ HASAN KURBAN
[ OpenReview] 
Poster
None
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors
Keming Wu ⋅ Yijing Cui ⋅ Wenhan Xue ⋅ Qijie Wang ⋅ Xuan Luo ⋅ ZhiYuan Feng ⋅ Zuhao Yang ⋅ Sudong Wang ⋅ Sicong Jiang ⋅ Haowei Zhu ⋅ Zihan Wang ⋅ Ping Nie ⋅ Wenhu Chen ⋅ Bin Wang
[ OpenReview] 
Poster
None
Diffusion Fine-Tuning: Iterative Refinement for Advanced Grounding with Diffusion Large Language Models
Zhangyang Qi ⋅ Jinsong Li ⋅ Jiaqi Wang ⋅ Hengshuang Zhao
[ OpenReview] 
Poster
None
Quantized Reasoning Models Think They Need to Think Longer, but They Do Not
Sanae Lotfi ⋅ Polina Kirichenko ⋅ Steven Li ⋅ Zechun Liu
[ OpenReview] 
Poster
None
Beyond Pairs: Your Language Model is Secretly Optimizing a Preference Graph
Ning Liu ⋅ Chuanneng Sun ⋅ Kristina L Klinkner ⋅ Shervin Malmasi
[ OpenReview] 
Poster
None
The Path Not Taken: RLVR Learns Off the Principals
Hanqing Zhu ⋅ Zhenyu Zhang ⋅ Hanxian Huang ⋅ DiJia Su ⋅ Zechun Liu ⋅ Jiawei Zhao ⋅ Igor Fedorov ⋅ Hamed Pirsiavash ⋅ Jinwon Lee ⋅ David Z. Pan ⋅ Zhangyang "Atlas" Wang ⋅ Yuandong Tian ⋅ Kai Sheng Tai
[ OpenReview] 
Poster
None
DART: Zero-Shot Dual-Side Alignment Routing for LLM Performance-Cost Tradeoffs
Yuejun Jiao ⋅ Yanxin Yang ⋅ Boyu Wang ⋅ Yonghao Yang ⋅ Hao Shen ⋅ Mingsong Chen
[ OpenReview] 
Poster
None
When LLMs Know but Fail to Reason: Injecting Memory for Reasoning Enhancement
Tian Wang ⋅ Shiyu Hu ⋅ Ruiyang Qin ⋅ Hanyue Zhang ⋅ Qingzhuo Wang ⋅ Shuhan Yu ⋅ Dongrui Liu ⋅ Zhihua Wei ⋅ Wen Shen
[ OpenReview] 
Poster
None
Bias-Variance Optimized Preference Optimization for Large Reasoning Models
Mingkang Zhu ⋅ Xi Chen ⋅ Bei Yu ⋅ Hengshuang Zhao ⋅ Jiaya Jia
[ OpenReview] 
Poster
None
Read It Back: Pretrained MLLMs Are Zero-shot Reward Models for Text-to-Image Generation
Runhui Huang ⋅ Qihui Zhang ⋅ Zhe Liu ⋅ Yu Gao ⋅ Jie Wu ⋅ Hengshuang Zhao
[ OpenReview] 
Poster
None
Frozen Memory Is Not Enough: Rethinking External Memory as Extraction
Mingyuan Li ⋅ Guangsheng Yu ⋅ Xu Wang ⋅ Shaoxiong Ji
[ OpenReview] 
Poster
None
EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting
Junwei Luo ⋅ Shuai Yuan ⋅ Zhenya YANG ⋅ Yansheng Li ⋅ Zhe Liu ⋅ Hengshuang Zhao
[ OpenReview] 
Poster
None
Surprise, Episodic Context, and Catastrophic Forgetting in LLM Fine-Tuning: An Empirical Study
Zied B Houidi ⋅ Alexis Huet ⋅ Alberto Eusebio ⋅ Francesco Mantovani ⋅ Dario Rossi
[ OpenReview] 
Poster
None
AnyEdit: A Unified Framework for Speech and Singing Voice Editing with Real-World Environmental Consistency
Yunjia Zhang ⋅ Junan Zhang ⋅ Jing Yang ⋅ Xueyao Zhang ⋅ Fan Fan ⋅ Zhizheng Wu
[ OpenReview] 
Poster
None
Behavior Pack Optimization for Video MLLM Post-Training
Zhaolu Kang ⋅ Shiyu Liu ⋅ Tailong Luo ⋅ Wei Zhang ⋅ Yingjie He ⋅ Guangyuan Dong ⋅ Siheng Wang ⋅ Liang He ⋅ Lei Wei ⋅ Jiaqi Su ⋅ Shuang Chen ⋅ Guansu Wang ⋅ Haoyu Ji ⋅ Qishi Zhan ⋅ Kaiyue Zhou
[ OpenReview] 
Poster
None
ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents
Udari Sehwag ⋅ Zhengyang Shan ⋅ Heming Liu ⋅ Dileepa Lakshan ⋅ Joseph Brandifino ⋅ Max Fenkell
[ OpenReview] 
Poster
None
Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
Chen Wang ⋅ Siyu Hu ⋅ Guangming Tan ⋅ Weile Jia
[ OpenReview] 
Poster
None
Revisiting Incremental Learning: A Three-Interface Diagnosis of Stability and Plasticity
Keuntae Kim ⋅ Beomseok Lee ⋅ Hyunwoo Kim ⋅ Yong Suk Choi
[ OpenReview] 
Poster
None
Flux: Online, Fine-Grained Data Scheduling for Training Machine Learning Interatomic Potentials
Yuanchang Zhou ⋅ Chen Wang ⋅ Hongtao Xu ⋅ Mingzhen Li ⋅ Guangming Tan ⋅ Weile Jia
[ OpenReview] 
Poster
None
The Best-Laid SCHEMEs: Coordinated Sabotage and Monitoring in Multi-Agent Systems
Nikolay Radev ⋅ Lennart J Haas ⋅ Benjamin Arnav ⋅ Pablo Bernabeu-Perez
[ OpenReview] 
Poster
None
Designing Cell-Type-Specific Regulatory DNA with Guided Discrete Diffusion
Animesh Awasthi ⋅ Martin Stoll ⋅ Raphael Bednarsky ⋅ Moritz Schaefer ⋅ Christoph Bock
[ OpenReview] 
Poster
None
MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention
Zhi Chen ⋅ Runze Hu ⋅ Le Zhang
[ OpenReview] 
Poster
None
StyleStream 2.0: Fast and Controllable Streaming Voice Style Conversion
Yisi Liu ⋅ Nicholas Lee ⋅ Gopala Anumanchipalli
[ OpenReview] 
Poster
None
MemeEconomy : Do LLM Agents Trade Ethics for Survival?
Syed Nazmus Sakib ⋅ Nafiul Haque ⋅ Ahnaf Manan ⋅ M. M MORSHED ⋅ Shifat E. Arman
[ OpenReview] 
Poster
None
gHAWK: Structural Encoding for Scalable Training of Graph Neural Networks on Knowledge Graphs
Humera Sabir ⋅ Fatima Farooq ⋅ Ashraf Aboulnaga
[ OpenReview] 
Poster
None
Trapping Attacker in Dilemma: Examining Internal Correlations and External Influences of Trigger for Defending GNN Backdoors
Fan Yang ⋅ Binyan Xu ⋅ Di Tang ⋅ Kehuan Zhang
[ OpenReview] 
Poster
None
Stochastic Reconfiguration as Statistical Filtering for Overparameterized Neural Quantum States
Tak Hur
[ OpenReview] 
Poster
None
SimVLA: Attributing Gains in VLA Models Through Controlled Ablation
Yuankai Luo ⋅ Woping Chen ⋅ Tong Liang ⋅ Zhenguo Li
[ OpenReview] 
Poster
None
How LLMs Distinguish Threats from Offers
Julia Karbing ⋅ Lewis Hammond ⋅ Philip Torr
[ OpenReview] 
Poster
None
Answering At Any Cost: Frontier LLMs Are Consequence-Insensitive
Arka Pal ⋅ Kwok C Au ⋅ Louai Zahran ⋅ Rahul K Thomas ⋅ Kevin Hayes ⋅ Micah Goldblum ⋅ Adam Block
[ OpenReview] 
Poster
None
Dynamic Query as Budgeting for Tiny Object Detection
Yi Zhang ⋅ Di Xiong ⋅ Ge Gao ⋅ Xiangyue Zhang ⋅ yihang qiu ⋅ Yuxuan Zhou ⋅ Shuo Chen
[ OpenReview] 
Poster
None
BioMicroAgents: A Co-evolutionary Multi-Agent Framework for High-Fidelity Biomicroscopy Imaging
Yongwei Jiang ⋅ Peilin Li ⋅ anfu deng ⋅ XiaoyuChen ⋅ Jun Yin
[ OpenReview] 
Poster
None
PieArena: Ranking and Profiling Language Agents in Realistic Negotiation Scenarios
Chris Zhu ⋅ Sasha Cui ⋅ Will S Dufallo ⋅ Runzhi Jin ⋅ Zhen Xu ⋅ Linjun Zhang ⋅ Daylian M Cain
[ OpenReview] 
Poster
None
Golden Layers and Where to Find Them: Improved Knowledge Editing for Large Language Models Via Layer Gradient Analysis
Shrestha Datta ⋅ Hongfu Liu ⋅ Anshuman Chhabra
[ OpenReview] 
Poster
None
EV-AUDIT: A Co-Evolutionary Auditing Framework for Task Hijacking in Multi-Agent Systems
Tristan Bilot ⋅ Zhilu Zhang ⋅ Kay Liu ⋅ Mikhail Kuznetsov ⋅ Wei Ding
[ OpenReview] 
Poster
None
Deep Learning as Neural Low-Degree Filtering: A Spectral Theory of Hierarchical Feature Learning
Yatin Dandi ⋅ Matteo Vilucchio ⋅ Luca Arnaboldi ⋅ Hugo Tabanelli ⋅ Florent Krzakala
[ OpenReview] 
Poster
None
Disentangling Dual Image References in Frequency Aware Diffusion Models for Personalized Generation
Haipeng Liu ⋅ Yang Wang ⋅ Meng Wang
[ OpenReview] 
Poster
None
Local Intrinsic Dimension Unveils Hallucinations in Diffusion Models
Bartlomiej Sobieski ⋅ Matthew Tivnan ⋅ Dawid Płudowski ⋅ Michał J Włodarczyk ⋅ Pengfei Jin ⋅ Przemyslaw 'Prem' Biecek ⋅ Quanzheng Li
[ OpenReview] 
Poster
None
Spectrally Decomposed Equivariant Graph Neural Networks for Interatomic Potentials
Junfu Tan ⋅ Mengfan Wu ⋅ Yu Zhu ⋅ Yu Shi ⋅ Yifang Qin ⋅ Chang Liu ⋅ Bonan Zhu ⋅ Ziheng Lu
[ OpenReview] 
Poster
None
StructLens: A Structural Lens for Language Models via Maximum Spanning Trees
Haruki Sakajo ⋅ Frederikus Hudi ⋅ Yusuke Sakai ⋅ Hidetaka Kamigaito ⋅ Taro Watanabe
[ OpenReview] 
Poster
None
RVCBench: Benchmarking Robustness of Voice Cloning Across Modern Audio Generation Models
Ruinan Jin ⋅ Xinting Liao ⋅ Hanlin Yu ⋅ Deval Pandya ⋅ Xiaoxiao Li
[ OpenReview] 
Poster
None
Periodic Complex Stochastic Processes for Retrieving Atomic Structures of Unknown Matters
Gyoung S. Na ⋅ Chanyoung Park
[ OpenReview] 
Poster
None
BLEND: Balancing Personalization vs. Generalization in Federated Vision–Language Models
payam abdisarabshali ⋅ Fardis Nadimi ⋅ Kasra Borazjani ⋅ Naji Khosravan ⋅ Richeng Jin ⋅ Seyyedali Hosseinalipour
[ OpenReview] 
Poster
None
AERO: Adaptive Ensemble-Disagreement Routing for Oracle Feedback in Sample-Efficient Online RLHF
Shrey Singhal ⋅ Nannan Huang ⋅ Haytham Fayek
[ OpenReview] 
Poster
None
The Hidden Ratio in Adam: Stable Structure, Compression, and Sign Dynamics
Yihe Zhou ⋅ Tongtian Zhu ⋅ Yingxiao Huo ⋅ Satya P Dash ⋅ Can Wang ⋅ Samuel Kaski ⋅ Mingfei Sun
[ OpenReview] 
Poster
None
DORA: A Scalable Asynchronous Reinforcement Learning System for Language Model Training
Tianhao Hu ⋅ Xiangcheng Liu ⋅ Yuchun Miao ⋅ Youshao Xiao ⋅ Hong Yu Zang ⋅ Yang Zheng ⋅ huang xuan ⋅ Jinrui Ding ⋅ Yufei Zhang ⋅ Yu Yang ⋅ Yi-Kai Zhang ⋅ Yueqing Sun ⋅ Chengcheng Han ⋅ Xiandi Ma ⋅ Wei Wang ⋅ Qi GU ⋅ Yerui Sun ⋅ Yuchen Xie ⋅ Xunliang Cai
[ OpenReview] 
Poster
None
Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion
Van Chien Nguyen ⋅ Chaitra Hegde ⋅ Van-Cuong Pham ⋅ Ryan Rossi ⋅ Franck Dernoncourt ⋅ Thien H Nguyen
[ OpenReview] 
Poster
None
WebNavigator: Global Web Navigation via Interaction Graph Retrieval
Xuanwang Zhang ⋅ Yuteng Han ⋅ Jinnan Qi ⋅ Xinyu Liu ⋅ Mulong Xie ⋅ Zhen Wu ⋅ Xinyu Dai
[ OpenReview] 
Poster
None
ARTIS: Agentic Risk-Aware Test-Time Scaling via Iterative Simulation
Xingshan Zeng ⋅ Lingzhi Wang ⋅ Weiwen Liu ⋅ Liangyou Li ⋅ Yasheng Wang ⋅ Lifeng Shang ⋅ Xin Jiang ⋅ Qun Liu
[ OpenReview] 
Poster
None
Personalize-then-Store: Benchmarking and Learning Personalized Memory for Long-Horizon Agents
Yeonjun In ⋅ Wonjoong Kim ⋅ Sangwu Park ⋅ Kanghoon Yoon ⋅ Chanyoung Park
[ OpenReview] 
Poster
None
PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization
Wonjoong Kim ⋅ Yeonjun In ⋅ Sangwu Park ⋅ Dongha Lee ⋅ Chanyoung Park
[ OpenReview] 
Poster
None
Grounding Agent Reasoning with Structured Process Supervision for Multi-turn Reinforcement Learning
Renting Rui ⋅ Yulei Qin ⋅ Weiwen Liu ⋅ Yunjia Xi ⋅ Ke Li ⋅ Xing Sun ⋅ Weinan Zhang ⋅ Yong Yu
[ OpenReview] 
Poster
None
AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces
Sungho Park ⋅ Wonjoong Kim ⋅ Rongyuan Tan ⋅ Jue Zhang ⋅ WOOK SHIN HAN ⋅ Pengfei Gao ⋅ Chanyoung Park ⋅ Qingwei Lin ⋅ Saravan Rajmohan ⋅ Dongmei Zhang
[ OpenReview] 
Poster
None
Emergent Low-Rank Training Dynamics in MLPs with Smooth Activations
Alec Xu ⋅ Can Yaras ⋅ Matthew Asato ⋅ Qing Qu ⋅ Laura Balzano
[ OpenReview] 
Poster
None
Superplatforms Are Strategically Compelled to Counteract AI Agents
Jianghao Lin ⋅ Jiachen Zhu ⋅ Zheli Zhou ⋅ Yunjia Xi ⋅ Weiwen Liu ⋅ Yong Yu ⋅ Weinan Zhang
[ OpenReview] 
Poster
None
Simulation-free Unbalanced Dynamic Optimal Transport with General Growth Penalty
Junda Ying ⋅ Yuxuan Wang ⋅ Bowen Yang ⋅ Peijie Zhou ⋅ Lei Zhang
[ OpenReview] 
Poster
None
Data Auctions for Retrieval Augmented Generation
Minbiao Han ⋅ Seyed A Esmaeili ⋅ Michael Albert ⋅ Haifeng Xu
[ OpenReview] 
Poster
None
From Finding to Linking: Benchmarking and Advancing Cross-Long-Video Reasoning for Multimodal LLMs
Meng Luo ⋅ Zikang Zhou ⋅ Shanqing Xu ⋅ Shize Zhang ⋅ Bobo Li ⋅ Hao Fei ⋅ Mong-Li Lee ⋅ Wynne Hsu
[ OpenReview] 
Poster
None
Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback
Sein Kim ⋅ Sangwu Park ⋅ HongSeok Kang ⋅ Wonjoong Kim ⋅ Jimin Seo ⋅ Yeonjun In ⋅ Kanghoon Yoon ⋅ Hyunsik Jeon ⋅ Chanyoung Park
[ OpenReview] 
Poster
None
Training-free Focus-Ambient Retention for Memory-Efficient Video Large Language Models
Haozheng Zeng ⋅ Qi Bi ⋅ Gui-Song Xia
[ OpenReview] 
Poster
None
Latent Video Prediction for World Modeling: An Evaluation Uncovering Intriguing Favorable Evidence
Ali J Alrasheed ⋅ Aryan Y Parast ⋅ Basim Azam ⋅ James Bailey ⋅ NAVEED AKHTAR
[ OpenReview] 
Poster
None
scTrilemma: Balancing Identity, Invariance, and Reconstruction in Single-Cell Representation Learning
Yunhak Oh ⋅ Yoonho Lee ⋅ Junseok Lee ⋅ Namkyeong Lee ⋅ Sang-Yeon Hwang ⋅ Yinhua Piao ⋅ Hyomin Kim ⋅ SEONGHWAN KIM ⋅ Jaechang Lim ⋅ Woo Youn Kim ⋅ Sungsoo Ahn ⋅ Chanyoung Park
[ OpenReview] 
Poster
None
Latent Abstraction for Retrieval-Augmented Generation
Ha L Nguyen ⋅ Nguyen A Minh ⋅ Dung Le
[ OpenReview] 
Poster
None
TANGO: RNA Topology and Geometry Co-Design
Tianmeng Hu ⋅ Biao Luo ⋅ Ke Li
[ OpenReview] 
Poster
None
MT-JailBench: A Modular Benchmark for Understanding Multi-Turn Jailbreak Attacks
Xinkai Zhang ⋅ Zhipeng Wei ⋅ Huanli Gong ⋅ Jing T Zheng ⋅ Yuchen Zhang ⋅ Yue Dong ⋅ N. Benjamin Erichson
[ OpenReview] 
Poster
None
Specialists Hold, Generalists Discount: Asymmetric Equilibrium in LLM Routing Auctions
Xinyu Hou ⋅ Yang Lu ⋅ Rabimba Karanjai ⋅ Pei-Chi Pan ⋅ Sen Lin ⋅ Lei Xu ⋅ Weidong Shi
[ OpenReview] 
Poster
None
Trustworthy and Efficient Map-free LiDAR Localization via Scan-Pose Alignment and Flow Matching
Haoze Chang ⋅ Dunqiang Liu ⋅ Minghang Zhu ⋅ Wen Li ⋅ Sheng Ao ⋅ Siqi Shen ⋅ Chenglu Wen ⋅ Cheng Wang
[ OpenReview] 
Poster
None
PosterDuet: Co-Evolving Design Generation and Reward Optimization for Product Poster Synthesis
junlong wu ⋅ Pengcheng Wei ⋅ Jia Sun ⋅ Huaiqing Wang ⋅ Weixuan Zeng ⋅ Zijun Li ⋅ Honglie Wang ⋅ Yongrui Heng ⋅ Boheng Zhang ⋅ Dewen Fan ⋅ Fan Yang ⋅ Tingting Gao ⋅ Houde Liu ⋅ Qianqian Gan
[ OpenReview] 
Poster
None
HDL-RepoBench: Multi-Paradigm Repository-Level Code Completion for Hardware Design Languages
Qingyun Zou ⋅ Jiahao Cui ⋅ Nuo Chen ⋅ Bingsheng He ⋅ Weng-Fai Wong
[ OpenReview] 
Poster
None
Training-Free Task Vectors for LLM Behavioral Control
Gabriel J Perin ⋅ Lucas Boscaini ⋅ Andre Araujo ⋅ Nina S Hirata
[ OpenReview] 
Poster
None
Do Reasoning LLMs Refuse What They Infer in Long Contexts?
Yu Fu ⋅ Haz Sameen Shahgir ⋅ Zhipeng Wei ⋅ Huanli Gong ⋅ N. Benjamin Erichson ⋅ Yue Dong
[ OpenReview] 
Poster
None
Is Agentic AI Ready for Real-World Hardware Engineering? A Deep Dive with Phoenix-bench
Qingyun Zou ⋅ Feng Yu ⋅ Hongshi Tan ⋅ Jiahao Cui ⋅ Bingsheng He ⋅ Weng-Fai Wong
[ OpenReview] 
Poster
None
BiLi: Bridging the Last Mile in LiDAR Localization
Minghang Zhu ⋅ Junchuan Lan ⋅ Zhijing Wang ⋅ Haoze Chang ⋅ Wen Li ⋅ Sheng Ao ⋅ Cheng Wang
[ OpenReview] 
Poster
None
Differentiable Learning of Lifted Action Schemas for Classical Planning
Jonas Reiter ⋅ Jakob Gebler ⋅ Hector Geffner
[ OpenReview] 
Poster
None
LPG: Balancing Efficiency and Policy Reasoning in Latent Policy Guardrails
Nanxi Li ⋅ Zhengyue Zhao ⋅ Chaowei Xiao
[ OpenReview] 
Poster
None
Learning to play with spikes. Characterizing, predicting, and engineering unsupervised plasticity rules for spiking reservoir computing
Maciej Kania ⋅ Basile Confavreux ⋅ Tim Vogels
[ OpenReview] 
Poster
None
An Analytical Model of Compute-limited Multistage Training Pipelines
Nishil Patel ⋅ Jin Hwa Lee ⋅ Basile Confavreux ⋅ Andrew Saxe
[ OpenReview] 
Poster
None
Memory flows: geometry and dynamics of sequential retrieval in input-driven Hopfield networks
Simone Betteti ⋅ Matteo Martin ⋅ Morten G Pedersen ⋅ Sandro Zampieri ⋅ Giacomo Baggio
[ OpenReview] 
Poster
None
Don't Pause! Every prediction matters in a streaming video
Dibyadip Chatterjee ⋅ Zhanzhong Pang ⋅ Fadime Sener ⋅ Yale Song ⋅ Angela Yao
[ OpenReview] 
Poster
None
vExpert: Virtualizing Expert Storage for Adaptive Load Balancing in Distributed MoE Inference
Wenxun Wang ⋅ Xiuhong Li ⋅ Yida Wang ⋅ Chen Tang ⋅ Zongle Huang ⋅ Ke Hong ⋅ Yu Wang ⋅ Yongpan Liu
[ OpenReview] 
Poster
None
MapPolicy: Structure-Aware Imitation Learning for Robot Manipulation via Physically Constrained Scene Map
Zehao Du ⋅ Zheng Huang ⋅ Rui Li ⋅ Hongyu Liu ⋅ Jiude Wei ⋅ Jiachun Bao ⋅ Cewu Lu ⋅ Jianhua Sun
[ OpenReview] 
Poster
None
SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning
Konstantinos Kontras ⋅ Teodora Popordanoska ⋅ Thomas Strypsteen ⋅ Christos Chatzichristos ⋅ Matthew Blaschko ⋅ Maarten De Vos ⋅ Paul Liang
[ OpenReview] 
Poster
None
Adaptive Conditional Gradient Sliding: Projection-Free and Line-Search-Free Acceleration
Shota Takahashi
[ OpenReview] 
Poster
None
PhysAgentGym: Free Physical-Law Verifiers for Training Small Code-Reasoning Agents
Moukheiber
[ OpenReview] 
Poster
None
TopoRefine: Plug-and-Play Topology-Aware Contour Refinement for Building Segmentation
Yunhui Zhu ⋅ Buliao Huang
[ OpenReview] 
Poster
None
InfoNav: A Unified Value Framework Integrating Semantic Relevance and Information Gain for Zero-Shot Object Goal Navigation
Zhi Yang ⋅ Chengpu Yu ⋅ Gonzalo Ferrer
[ OpenReview] 
Poster
None
HierFlow: Hierarchical Coupled Dual-Space Search for Automatic Agentic Workflow Generation
Dong Li ⋅ Yanchi Liu ⋅ Xujiang Zhao ⋅ Wei Cheng ⋅ Zhengzhang Chen ⋅ Xintao Wu ⋅ Zhong Chen ⋅ Chen Zhao ⋅ Haifeng Chen
[ OpenReview] 
Poster
None
Auto-Annotation with Expert-Crafted Guidelines: A Study through 3D LiDAR Detection Benchmark
Yechi Ma ⋅ Wei Hua ⋅ Shu Kong
[ OpenReview] 
Poster
None
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
Peng Xia ⋅ Jianwen Chen ⋅ Hanyang Wang ⋅ Jiaqi Liu ⋅ Kaide Zeng ⋅ Yu Wang ⋅ Siwei Han ⋅ Yiyang Zhou ⋅ Xujiang Zhao ⋅ Haifeng Chen ⋅ Zeyu Zheng ⋅ Cihang Xie ⋅ Huaxiu Yao
[ OpenReview] 
Poster
None
Disentangled Representation Learning via Flow Matching
Jinjin Chi ⋅ Taoping Liu ⋅ Mengtao Yin ⋅ Ximing Li ⋅ Yongcheng Jing ⋅ Jialie Shen ⋅ Leszek Rutkowski ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding
Yan Zhang ⋅ Daiqing Wu ⋅ Huawen Shen ⋅ Can Ma ⋅ Yu Zhou
[ OpenReview] 
Poster
None
Stable and Scalable Probabilistic Numerical Solvers for Stiff and High-Dimensional ODEs
Nathanael Bosch
[ OpenReview] 
Poster
None
Utility-Constrained Policy Optimization
Mehrdad Moghimi ⋅ Bernardo Avila Pires
[ OpenReview] 
Poster
None
FOCUS: Benchmarking Retinal Model Generalization from Foundation Vision Encoders to Multimodal LLMs
David Restrepo ⋅ Chenwei Wu ⋅ Luis F Nakayama ⋅ Miguel Martins ⋅ Stergios Christodoulidis ⋅ Maria Vakalopoulou ⋅ Enzo Ferrante
[ OpenReview] 
Poster
None
Decoupling Time and Risk: Risk-Sensitive Reinforcement Learning with General Discounting
Mehrdad Moghimi ⋅ Anthony Coache ⋅ Hyejin Ku
[ OpenReview] 
Poster
None
Pooling Versus Ensembling for Ridge Regression Under Covariate Shift
Maya Ramchandran ⋅ Rajarshi Mukherjee
[ OpenReview] 
Poster
None
Same Function, Different Mechanism: Implementation-Local Geometry Beyond Accuracy
Miroslav Lžičař
[ OpenReview] 
Poster
None
Decentralized AI Governance Must Decouple Policy Processing from Capability Enforcement
Hasan Kassem ⋅ Christoforos Anagnostopoulos ⋅ Alejandro Aristizabal ⋅ Spyridon Bakas ⋅ Orion G Banks ⋅ Omar Benjelloun ⋅ Tian Cai ⋅ Sergen Cansiz ⋅ Davide Chicco ⋅ Patrick Foley ⋅ Showkot Hossain ⋅ Taeho Jung ⋅ Peter Kairouz ⋅ Yanchen liu ⋅ Marco Lorenzi ⋅ Peter Mattson ⋅ Ann K Novakowski ⋅ Michael O'Connor ⋅ Holger Roth ⋅ Adrish Sannyasi ⋅ Charalampos Savvaidis ⋅ Micah Sheller ⋅ David Solooki ⋅ Dimitris Stripelis ⋅ Renato Umeton ⋅ Marc Vesin ⋅ Ray Wang ⋅ Wenbin Zhang ⋅ Mic Bowman ⋅ Alexandros Karargyris
[ OpenReview] 
Poster
None
Towards Principled Task Grouping for Multi-Task Learning
Chenguang Wang ⋅ Xuanhao Pan ⋅ Tianshu Yu
Poster
None
Counterfactual Explanations for Time-Series Classification via Constrained Flow Matching
Akihiro Yamaguchi ⋅ Shizuo Kaji ⋅ Kaname Matsue ⋅ Ryusei Shingaki
[ OpenReview] 
Poster
None
TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders
Wei Pang ⋅ Xiangru Jian ⋅ Hehan Li ⋅ Zhixuan Yu ⋅ Jingxi Xue ⋅ Jinyang Li ⋅ Zhengyuan Dong ⋅ Xinjian Zhao ⋅ Hao Xu ⋅ Chao Zhang ⋅ Reynold Cheng ⋅ M. Tamer Özsu ⋅ Tianshu Yu
[ OpenReview] 
Poster
None
X-AVDD: Cross-Attentive Audio-Visual Dataset Distillation
Saumyaranjan Mohanty ⋅ Aravind Reddy ⋅ Konda Reddy Mopuri
[ OpenReview] 
Poster
None
Towards Generalizable 3D Anomaly Detection via Relational Inconsistency Modeling
KunHo Heo ⋅ SuYeon Kim ⋅ Hayoung Lee ⋅ Chanse Oh ⋅ MyeongAh Cho
[ OpenReview] 
Poster
None
Geometry-Aware Representation Denoising for Multi-view Image Restoration and 3D Reconstruction
Jin Kim ⋅ Jaeeun Lee ⋅ Claire Kim ⋅ Kyoungjin Oh ⋅ Paul H Cho ⋅ Jaewon Min ⋅ Yeji Choi ⋅ Jihye Park ⋅ Hyunhee Park ⋅ Park M Kyu ⋅ Hyungju Chun ⋅ Seungryong Kim
[ OpenReview] 
Poster
None
Scalable Variational Bayesian Fine-Tuning of LLMs via Orthogonalized Low-Rank Adapters
Haotian Xiang ⋅ Bingcong Li ⋅ Qin Lu
[ OpenReview] 
Poster
None
Riemannian Lyapunov Framework: Optimization as Closed-Loop Control on Riemannian Manifolds
Yixuan Wang ⋅ Omkar S Patil ⋅ Warren Dixon
[ OpenReview] 
Poster
None
Strategic Causal Policy Learning: Welfare, Safety, and Fairness Thresholds
Suhwan Bong
[ OpenReview] 
Poster
None
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning
Feijie Wu ⋅ Weiwu Zhu ⋅ Yuxiang Zhang ⋅ Soumya Chatterjee ⋅ Jiarong Zhu ⋅ Fan Mo ⋅ Rong Luo ⋅ Jing Gao
[ OpenReview] 
Poster
None
HPC-Bench: A Comprehensive Benchmark for High Performance Computing Codes
Bowen Cui ⋅ Junyu Yin ⋅ Tejas Ramesh ⋅ Leo Lim ⋅ Oscar Hernandez ⋅ Keren Zhou
[ OpenReview] 
Poster
None
Transformers Converge to Invariant Algorithmic Cores
Joshua S Schiffman
[ OpenReview] 
Poster
None
Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)
Zichen TANG ⋅ Zirui Zhang ⋅ Qian Wang ⋅ Zhenheng Tang ⋅ Xiaowen Chu ⋅ Bo Li
[ OpenReview] 
Poster
None
SeoulMMOD: A Large-Scale Multimodal Origin-Destination Flow Benchmark
Taeyoung Yu ⋅ Seonbin Jo ⋅ Jiwon Kim ⋅ Junyoung Byun
[ OpenReview] 
Poster
None
Treat Bias as Noise: Training Bias-Robust LLM Reasoning via Reinforcement Learning
Qian Wang ⋅ Xuandong Zhao ⋅ Zirui Zhang ⋅ Zhanzhi Lou ⋅ Nuo Chen ⋅ Dawn Song ⋅ Bingsheng He
[ OpenReview] 
Poster
None
GIST: Gauge-Invariant Spectral Transformers for Scalable Graph Neural Operators
Mattia Rigotti ⋅ Nicholas Thumiger ⋅ Thomas Frick
[ OpenReview] 
Poster
None
Good Token Hunting: A Hitchhiker's Guide to Token Selection for Visual Geometry Transformers
Shuhong Zheng ⋅ Michael Oechsle ⋅ Erik Sandström ⋅ Marie-Julie Rakotosaona ⋅ Federico Tombari ⋅ Igor Gilitschenski
[ OpenReview] 
Poster
None
VidUEU-Agent: A Data-Curation Agent for Multimodal Understanding, Editing, and Unified Tasks
Tengjv Ru ⋅ Weitong Lian ⋅ Zecong Tang ⋅ Lingyi Meng ⋅ Haoran Li ⋅ Zhejun Cui ⋅ Yichen Zhu ⋅ Hangshuo Cao ⋅ Qi Kang ⋅ Yechi Liu ⋅ Kaixuan Wang ⋅ Yu-Jie Yuan ⋅ Chunwei Wang ⋅ Yu Zhang ⋅ Bo Dai
[ OpenReview] 
Poster
None
Mining Logic under Uncertainty: Probabilistic Soft Logic with Energy-Based Inference for Chain-of-Thought Verification
Jiang Yu ⋅ Jinlong Tian ⋅ Kewei Cheng ⋅ Yue He ⋅ Haoxuan Li ⋅ Haotian Wang ⋅ Yunhai Wang ⋅ Wenjing Yang ⋅ Zhouchen Lin ⋅ Shixuan Liu
[ OpenReview] 
Poster
None
Deconstructing Multi-Task Active Learning: The Paradox of Gradient Conflict and Orthogonal Decomposition
Juho Jung ⋅ Seongjae Kang ⋅ Jinyoung Han
[ OpenReview] 
Poster
None
A Deep Learning Framework for Scalar-on-Function Models
Ruiqi Liu ⋅ Suneel B Chatla
[ OpenReview] 
Poster
None
Spectral Energy Allocation Enables Source-Free Domain Adaptation in Time Series Forecasting
Zhimin Mei ⋅ Gezheng Xu ⋅ Mohammad Hossein Moslemi ⋅ Ruiyi Fang ⋅ Nima Hosseini Dashtbayaz ⋅ Ziyan Wang ⋅ Jincheng Zhou ⋅ Haolin Jiang ⋅ Song Tang ⋅ Charles Ling ⋅ Boyu Wang
[ OpenReview] 
Poster
None
The Agentic Oversight Tax: Human Supervision of AI Agents Has a Cost that Must be Accounted For
Olivier Oullier
[ OpenReview] 
Poster
None
fxBench: Evaluating and Understanding Formula Suggestions in Spreadsheets
Sanket Mhatre ⋅ Sumit Gulwani ⋅ Vu Le ⋅ Yasharth Bajpai ⋅ Gust Verbruggen
[ OpenReview] 
Poster
None
Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering
Yunhui Liu ⋅ Pengyu Qiu ⋅ Yu Xing ⋅ Peng Du ⋅ Yongchao Liu ⋅ Chuntao Hong ⋅ Jiajun Zheng ⋅ Tao Zheng ⋅ Tieke He
[ OpenReview] 
Poster
None
EDMA: Entropy-Driven Multimodal Answering
Emanuele Mezzi ⋅ Gertjan Burghouts ⋅ Fabio Massacci ⋅ Mengyuan Zhang
[ OpenReview] 
Poster
None
Measure-to-measure Regression with Transformers
Matthew Vandergrift ⋅ Martha White ⋅ Yury Polyanskiy ⋅ Philippe Rigollet ⋅ Lazar Atanackovic
[ OpenReview] 
Poster
None
Can Linguistic Reasoning Vectors Enhance Multimodal Reasoning Ability?
Ziyi Wang ⋅ Li Li ⋅ Aolin Zhou ⋅ Yankun Shen ⋅ Liu Chonghan ⋅ Shuxia Lin ⋅ Xu Yang
[ OpenReview] 
Poster
None
KV-PRM: Efficient Process Reward Modeling via KV-Cache Transfer for Multi-Agent Test-Time Scaling
Peng Kuang ⋅ Haibo Jin ⋅ Xiaoyu Han ⋅ Yanli Wang ⋅ Xiaopeng Yuan ⋅ Ye Yu ⋅ Kaidi Xu ⋅ Haohan Wang
[ OpenReview] 
Poster
None
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
Yinyi Luo ⋅ Yiqiao Jin ⋅ Weichen Yu ⋅ Mengqi Zhang ⋅ Srijan Kumar ⋅ Xiaoxiao Li ⋅ Weijie Xu ⋅ Xin chen ⋅ Jindong Wang
[ OpenReview] 
Poster
None
Demystifying Numerical Errors in LLM Inference: Achieving Reproducible Inference for Mission-Critical Tasks with HEAL
Zhenting Zhu ⋅ Lucas Thai ⋅ Shan Yu ⋅ Yicheng Liu ⋅ Yifan Qiao ⋅ Chenxi Wang ⋅ Harry Xu ⋅ Junyi Shu
[ OpenReview] 
Poster
None
Cross-User Poisoning: User-Task Boundary Failures in Multi-User Collaborative Language Agents
Atharv Singh Patlan ⋅ Peiyao Sheng ⋅ S Ashwin Hebbar ⋅ Prateek Mittal ⋅ Pramod Viswanath
[ OpenReview] 
Poster
None
Phase Space Attention: A Hairer Lift Resolves the Single-Layer Induction Obstruction
Kingsuk Maitra ⋅ Shagun Sood ⋅ Morteza Hosseini ⋅ Suman Gunnala ⋅ Vikram Gupta
[ OpenReview] 
Poster
None
Learning Provable Neural Network Observer for Uncertain Dynamical Systems
Zhangyi Wang ⋅ Jiaxu Liu ⋅ Chen Song ⋅ Chao Xu ⋅ Shengze Cai
[ OpenReview] 
Poster
None
FedVSSAM: Mitigating Flatness Incompatibility in Sharpness-Aware Federated Learning
Bingnan Xiao ⋅ Yuan Gao ⋅ Bingcong Li ⋅ Wei Ni ⋅ Xin Wang ⋅ Tony Quek
[ OpenReview] 
Poster
None
Words Before Pixels: Selective Modality Routing for Vision-Language Model Unlearning
Laura Yao ⋅ Haochen Zhang ⋅ Jinhao Duan ⋅ Sijia Liu ⋅ Tianlong Chen
[ OpenReview] 
Poster
None
Dancing in Fetters: Pareto-Optimal On-Device LLMs under Hardware Constraints
Luoyang Sun ⋅ Jiwen Jiang ⋅ Yifeng Ding ⋅ Fengfa Li ⋅ Yan Song ⋅ Haifeng Zhang ⋅ Lei Ren ⋅ Kun Zhan ⋅ Chen Wei ⋅ Xie Yan ⋅ Jun Wang ⋅ Cheng Deng
[ OpenReview] 
Poster
None
Beyond Coordinates: Encoding Graph Structure via Contextual Distribution and Relational Similarity
Feifei Qian ⋅ Lu Bai ⋅ Lixin Cui ⋅ Ming Li ⋅ Hangyuan Du ⋅ Bo Jiang ⋅ Lixiang Xu ⋅ Edwin Hancock
[ OpenReview] 
Poster
None
RAM-Net: Linear-Time Sequence Modeling with Sparsely Addressable State
Kaicheng Xiao ⋅ Haotian Li ⋅ Liran Dong ⋅ Guoliang Xing
[ OpenReview] 
Poster
None
Robust and Efficient Finetuning of Vision Foundation Models via Implicit Ensembling
Masih Aminbeidokhti ⋅ Heitor Medeiros ⋅ Eric Granger ⋅ Marco Pedersoli
[ OpenReview] 
Poster
None
Self-Programmed Execution for Language-Model Agents
Luke J O'Connor
[ OpenReview] 
Poster
None
Learning Biological Hierarchies in Single-Cell Foundation Models
Xiangyu Guo ⋅ Ricardo Henao
[ OpenReview] 
Poster
None
Mitigating Overgeneralization in RND via Spectral Target Design
Minseok Jeong ⋅ Yechan Lee ⋅ Hyewon Choi ⋅ Jeongyong Yang ⋅ SooJean Han
[ OpenReview] 
Poster
None
The Type Theory of Stationary MDPs: Rare Events and Uncertainty Quantification
Imon Banerjee ⋅ Sayak Chakrabarty ⋅ Ramkrishna J Samanta ⋅ Riddhiman Bhattacharya
[ OpenReview] 
Poster
None
Spectral-Aligned Pruning for Universal Error-Correcting Code Transformers
Sanghyeon Cho ⋅ Taewoo Park ⋅ Seong-Joon Park ⋅ Dae-Young Yun ⋅ Hee-Youl Kwak ⋅ Sang-Hyo Kim ⋅ Yongjune Kim
[ OpenReview] 
Poster
None
Predicting Quantization Price for Selecting PTQ Configurations Before Deployment
Junbin Qiu ⋅ Jian Mu ⋅ Weitong Zhang ⋅ Yao SHU
[ OpenReview] 
Poster
None
Can We Model the Artifacts Explicitly? Disentangle Artifacts via Pairwise Edit Relations for Image Manipulation Localization
Xuekang Zhu ⋅ Kaiwen Feng ⋅ Ruifeng Wang ⋅ Xiwen Wang ⋅ Xiaochen Ma ⋅ Bo Du ⋅ Changjiang Jiang ⋅ Chenfan Qu ⋅ Songyu Ye ⋅ Jian liu ⋅ Ji-Zhe Zhou
[ OpenReview] 
Poster
None
Blind-Window Forecasting: Real-Time Benchmarking and Multimodal Reconstruction for Tropical Cyclones
Zhaoran Feng ⋅ Xuanhong Chen ⋅ Zengbing Chen ⋅ Shengjun Wu ⋅ Bin He ⋅ Kairui Feng
[ OpenReview] 
Poster
None
PhysTC: A Physics-Enhanced Dataset and Architecture for High-Precision Tropical Cyclone Forecasting
Zhaoran Feng ⋅ Xuanhong Chen ⋅ Zengbing Chen ⋅ Shengjun Wu ⋅ Bin He ⋅ Kairui Feng
[ OpenReview] 
Poster
None
Sparse blind deconvolution via thresholded Wirtinger flow
Mengting Chen ⋅ Haitong Lan ⋅ Ziping Zhao
[ OpenReview] 
Poster
None
From Collapse to Improvement: Statistical Perspectives on the Evolutionary Dynamics of Iterative Training on Contaminated Sources
Soham Bakshi ⋅ Sunrit Chakraborty
[ OpenReview] 
Poster
None
The Denoising Wrapper: A Modular Post-Processing Framework for Noisy First-Order Optimizers
Meisam Razaviyayn ⋅ Weiwei Kong ⋅ Grigoris Velegkas ⋅ Vahab Mirrokni
[ OpenReview] 
Poster
None
What to Remember, What to Reveal: Privacy-Aware Memory for Conversational Agents
Wenjie Wang ⋅ Wenhe Si ⋅ Xinyue Xu ⋅ Yue Xu
[ OpenReview] 
Poster
None
MindVLM: Neural-Grounded Visual Captioning via Subject-Aware Semantic Evidence Selection
Zixiang Yin ⋅ Yu-Ping Wang ⋅ Zhengming Ding
[ OpenReview] 
Poster
None
How Accurately Can a Gaussian Approximate Stochastic Approximation Iterates?
Shaan U Haque ⋅ Zedong Wang ⋅ Zixuan Zhang ⋅ Siva Theja Maguluri
[ OpenReview] 
Poster
None
FLINT: Coupling Proximal Initialization and Bounded Stochasticity for Flow-Matching Inverse Problems
Junseo Bang ⋅ daewon choi ⋅ Dong Ju Mun ⋅ Se Young Chun
[ OpenReview] 
Poster
None
fNIRSAtlas: A Large-Scale Benchmark for Functional Near-Infrared Spectroscopy Classification
Kalle Mäkelä ⋅ Tuukka Ruotsalo
[ OpenReview] 
Poster
None
ICAT: Incident-Case–Grounded Adaptive Testing for Physical-Risk Prediction in Embodied World Models
Zhenglin Lai ⋅ Sirui Huang ⋅ Yuteng Li ⋅ Changxin Huang ⋅ Jianqiang Li ⋅ Bingzhe Wu
[ OpenReview] 
Poster
None
From Benchmark to Adoption: Coding Agent Evaluation Needs User-Level Harness
Dasol Hong ⋅ Ji Yong Cho ⋅ Bumsoo Kang ⋅ Moontae Lee
[ OpenReview] 
Poster
None
Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care
Shreyas Rajesh ⋅ Kartik Sharma ⋅ Tonmoy Monsoor ⋅ Mehmet Yigit Turali ⋅ Richard Idro ⋅ Juliana Kayaga ⋅ Robert Sebunya ⋅ Tracy T Namata ⋅ Jessica N Pasqua ⋅ vwani Roychowdhury ⋅ Rajarshi Mazumder
[ OpenReview] 
Poster
None
TabK: Amortized Bayesian Estimation of the Number of Clusters in Tabular Data
Mohammadreza Bakhtyari ⋅ Bogdan Mazoure ⋅ Renato C de Amorim ⋅ Guillaume Rabusseau ⋅ Vladimir Makarenkov
[ OpenReview] 
Poster
None
OATS: Online Data Augmentation for Time Series Foundation Models
Junwei Deng ⋅ Chang Xu ⋅ Jiaqi Ma ⋅ Ming Jin ⋅ Chenghao Liu ⋅ Xu Zhang ⋅ Li Zhao ⋅ Jiang Bian
[ OpenReview] 
Poster
None
Image Matting without Matting-Specific Annotations via Eikonal Fields
Tao Huang ⋅ Yi Wang ⋅ Xiaohong Zhang ⋅ Wei Zhang ⋅ Tao Yin ⋅ Zhibin Zhang ⋅ Qiuli Wang
[ OpenReview] 
Poster
None
Training-Free 3D Editing via Feature-Divergence Localization and Trajectory Correction
Tri Ton ⋅ Siwoo Lim ⋅ Joshua Tian Jin Tee ⋅ Chang Yoo
[ OpenReview] 
Poster
None
MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare
Yihao Wang ⋅ Haoran Xu ⋅ Renjie Gu ⋅ Yixuan Ye ⋅ Xinyi Chen ⋅ Xinyu Mu ⋅ Yuan Gao ⋅ ChunxiaoGuo ⋅ Peng Wei ⋅ Jinjie GU ⋅ Huan Li ⋅ Ke Chen ⋅ Lidan Shou
[ OpenReview] 
Poster
None
$\boldsymbol{f}$-OPD: Stabilizing Long-Horizon On-Policy Distillation with Freshness-Aware Control
Xianwei Chen ⋅ Shimin Zhang ⋅ Jibin Wu
[ OpenReview] 
Poster
None
PhysFlow: Physics-Intrinsic Velocity Regularization for Motion-Intensive Video Generation
Xianglong Guo ⋅ Chang Yu ⋅ Haobo Xu ⋅ Junhao Ma ⋅ Zhen Lei
[ OpenReview] 
Poster
None
Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
Flavio Chierichetti ⋅ Mirko Giacchini ⋅ Ravi Kumar ⋅ Silvio Lattanzi ⋅ Alessandro Panconesi ⋅ Erasmo Tani ⋅ Andrew Tomkins
[ OpenReview] 
Poster
None
Long-term Embodied Visual Tracking with Lightweight Vision-Language-Action Models
Haowei Sun ⋅ Kaining Chen ⋅ Xutao Wen ⋅ Xinze Xie ⋅ Jinwu Hu ⋅ Jiaxi Chen ⋅ Mingkui Tan ⋅ Shutao Li
[ OpenReview] 
Poster
None
CANDO: Cooperative Agentic Network for Layout Design Optimization
Athanasios Masouris ⋅ ZHENG JING ⋅ Benjamin S Chandler ⋅ Hadi Jamali-Rad
[ OpenReview] 
Poster
None
ValuSpec: Plug-and-Play Candidate Valuation before Target Verification for Tree-Based Speculative Decoding
Liang He ⋅ SiYuan Ma ⋅ Qishi Zhan ⋅ Yongqi Fan ⋅ Mingyu Cao ⋅ Qizhen Lan ⋅ Zhaolu Kang ⋅ Xilu Wang
[ OpenReview] 
Poster
None
OpenBrain: An Auditable Generated-Label Release for Whole-Brain MRI Parcellation
Qizhen Lan ⋅ Yu-Chun Hsu ⋅ YUXIANG WEI ⋅ Lijing Zhu ⋅ Zenan Sun ⋅ Liang He ⋅ Lishan Yu ⋅ Xiaoqian Jiang
[ OpenReview] 
Poster
None
Efficient Test-Time Adaptation For Robot Policies
Motasem Alfarra ⋅ Pietro Mazzaglia ⋅ Markus Peschl ⋅ Daniel Dijkman ⋅ Christos Louizos
[ OpenReview] 
Poster
None
Beyond the Trial-and-Error Loop: Hybrid Projection and Automated Tuning for Distributed Training
Anshu Raina ⋅ Peyman Razaghi ⋅ Yuankai Chen ⋅ Cheng Yao ⋅ Yao Fu ⋅ Vidushi Goyal ⋅ Devang Patel ⋅ Wen Xie ⋅ Zhenyu Gu ⋅ Emad Barsoum
[ OpenReview] 
Poster
None
ReLoop: Structured Modeling and Behavioral Verification for Reliable LLM-Based Optimization
Junbo J Lian ⋅ Yujun Sun ⋅ Huiling Chen ⋅ Chaoyu Zhang ⋅ Hanzhang Qin ⋅ Chung-Piaw Teo
[ OpenReview] 
Poster
None
Symplectic Parallel Scan: A Neural Hamiltonian Framework for Accelerated Scientific Simulation
Sungwoo Park
[ OpenReview] 
Poster
None
FreDRec: Frequency-Decoupled Knowledge Distillation for Multimodal Recommendation in Missing Modalities Scenarios
Qixian Chen ⋅ Xiaolong Xu ⋅ Haolong Xiang ⋅ Kun Yi ⋅ Xiaoyu Xia ⋅ Lianyong Qi ⋅ Wei Fan
[ OpenReview] 
Poster
None
Horizontal Diffusion Models: Score-based Generative Modeling on Frame-Connection Geometry
Sungwoo Park
[ OpenReview] 
Poster
None
Solving Max-Cut to Global Optimality via Feasibility-Preserving Graph Neural Networks
Hao Chen ⋅ Chendi Qian ⋅ Christopher Morris ⋅ Andrea Lodi ⋅ Can Li
[ OpenReview] 
Poster
None
Provably Reliable Classifier Guidance via Cross-Entropy Control
Sharan Sahu ⋅ Arisina Banerjee ⋅ Yuchen Wu
[ OpenReview] 
Poster
None
VAMIRec: Value-Aware Memory Intervention for Continual Recommendation
Xudong Zhao ⋅ Xiaolong Xu ⋅ Haolong Xiang ⋅ Xiaoyu Xia ⋅ Jiaqiang Zhang ⋅ Xuyun Zhang ⋅ Lianyong Qi ⋅ Wanchun Dou ⋅ Amin Beheshti
[ OpenReview] 
Poster
None
Towards Characterizing Scientific Image Utility and Upgradability
Wenzhe Li ⋅ Qihang Yan ⋅ Liang Chen ⋅ Junying Wang ⋅ Farong Wen ⋅ Yijin Guo ⋅ Chunyi Li ⋅ Zicheng Zhang ⋅ Guangtao Zhai
[ OpenReview] 
Poster
None
A Unified Neural Architecture for Variable-Wise Shape Constraints
hyunho kim ⋅ Dohyun Bu ⋅ Jong-Seok Lee
[ OpenReview] 
Poster
None
SpreadsheetBench 2: Evaluating Agents on End-to-End Business Spreadsheet Workflows
Jian Zhu ⋅ Yuzheng Zhang ⋅ Zeyao Ma ⋅ Bohan Zhang ⋅ Armin Schoepf ⋅ Daniel Woloch ⋅ Peter Wang ⋅ Guangyu Robert Yang ⋅ Samuel Jacob ⋅ Siddharth Nagisetty ⋅ Abhiram Chundru ⋅ Jean Lin ⋅ Spencer Mateega ⋅ Jing Zhang
[ OpenReview] 
Poster
None
Training-Free Cultural Alignment of Large Language Models via Persona Disagreement
Dao S Minh ⋅ Trung-Kiet Huynh ⋅ Chi Nguyen Tran ⋅ Phu-Quy Nguyen-Lam ⋅ Phu-Hoa Pham ⋅ Tuan Nguyen ⋅ The Anh Han ⋅ Long Tran-Thanh
[ OpenReview] 
Poster
None
AIM: Adaptive Interaction in Multi-Agent Debate for Multimodal LLM Inference
Wei Fan ⋅ JinYi Yoon ⋅ Bo Ji
[ OpenReview] 
Poster
None
Sparsely-Supervised Data Assimilation via Physics-Informed Schrödinger Bridge
Dohyun Bu ⋅ Chanho Kim ⋅ Seokun Choi ⋅ Jong-Seok Lee
[ OpenReview] 
Poster
None
A Doubly Smoothed Decentralized Stochastic Minimax Optimization Algorithm
Xinwen Zhang ⋅ Chiu C Tan ⋅ Haibin Ling ⋅ Hongchang Gao
[ OpenReview] 
Poster
None
Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents
Sikuan Yan ⋅ Ahmed Bahloul ⋅ Ercong Nie ⋅ Susanna Schwarzmann ⋅ Riccardo Trivisonno ⋅ Volker Tresp ⋅ Yunpu Ma
[ OpenReview] 
Poster
None
Weather-Robust Cross-View Geo-Localization via Prototype-Based Semantic Part Discovery
Chi Nguyen Tran ⋅ Dao S Minh ⋅ Trung-Kiet Huynh ⋅ Phu-Hoa Pham ⋅ Phu-Quy Nguyen-Lam ⋅ Long Tran-Thanh
[ OpenReview] 
Poster
None
Length Generalization for Transformers via Compression
Georg Zetzsche ⋅ Hongjian Jiang ⋅ Andy J Yang ⋅ Pascal Bergsträßer ⋅ Marco Sälzer ⋅ David Chiang ⋅ Anthony Lin
[ OpenReview] 
Poster
None
Walking the Hypercube: Unbiased Quantum Partition Functions Without the Matrix
Kumar Avinava Dubey ⋅ Arijit Sehanobish ⋅ Krzysztof M Choromanski
[ OpenReview] 
Poster
None
RelFlexformer: Efficient Attention Transformers for Integrable Relative Positional Encodings
Byeongchan Kim ⋅ Arijit Sehanobish ⋅ Kumar Avinava Dubey ⋅ Min-hwan Oh ⋅ Krzysztof M Choromanski
[ OpenReview] 
Poster
None
A Batched Hartigan's $k$-Means Clustering
Edward Raff ⋅ Michael Slawinski
[ OpenReview] 
Poster
None
FISC: Time-Series Forecasting via First-Layer Statistical Calibration Constraints
Hua Wang ⋅ Xiyuan Zhang ⋅ Fan Zhang
[ OpenReview] 
Poster
None
EmoPhone: A Multi-Wave Dataset for In-the-Wild Mobile and Wearable Affect Sensing
Panyu Zhang ⋅ minseo Park ⋅ Soowon Kang ⋅ Ismatzoda Tomiris ⋅ Azizbek Mustafakulov ⋅ Otabek Najimov ⋅ Woohyeok Choi ⋅ JUMABEK Alikhanov ⋅ Surjya Ghosh ⋅ Uichin Lee
[ OpenReview] 
Poster
None
Closed-Form Linear-Probe Dataset Distillation for Pre-trained Vision Models
Bincheng Peng ⋅ Miki Haseyama ⋅ Guang Li ⋅ Ping Liu ⋅ Takahiro Ogawa ⋅ Bincheng Peng
[ OpenReview] 
Poster
None
AdaOcc: Adaptive 3D Occupancy Prediction for Embodied Tasks
Jinglong Wang ⋅ Yunjie Wang ⋅ Zhiyang Zhang ⋅ Jiawei He ⋅ Ye Yuan ⋅ Bo Qiu ⋅ Jing Zhang
[ OpenReview] 
Poster
None
Efficient Label Distribution Inference Attack and Defense on Classifier Weights in Federated Learning
Daeyoung Choi ⋅ Gyuejeong Lee
[ OpenReview] 
Poster
None
Emergent Semantic Role Understanding in Language Models
Carla Griffiths ⋅ Mirco Musolesi
[ OpenReview] 
Poster
None
Q-Residual Physics: Hamiltonian-Structured Quantum Residual Learning for Embodied Dynamics
Fanqi Kong ⋅ Ke Shi ⋅ Yuchen Wang ⋅ Zhipeng Liu ⋅ Xiaofei Yue ⋅ Zhaoxuan Li ⋅ Tingting Li ⋅ Ziming Zhao
[ OpenReview] 
Poster
None
Dispatchable Coordination Envelopes for Embodied Collaboration Under Sequential Uncertainty
Yuchen Wang ⋅ Fanqi Kong ⋅ Ke Shi ⋅ Zhipeng Liu ⋅ Xiaofei Yue ⋅ Zhaoxuan Li ⋅ Tingting Li ⋅ Ziming Zhao
[ OpenReview] 
Poster
None
Q-CoMove: Differentiable Quantum Circuit Priors for Coordinated Motion in Multi-Component Embodied Systems
Ke Shi ⋅ Fanqi Kong ⋅ Yuchen Wang ⋅ Zhipeng Liu ⋅ Tingting Li ⋅ Ziming Zhao
[ OpenReview] 
Poster
None
TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing
Pei Yang ⋅ Wanyi Chen ⋅ Tongyun Yang ⋅ Pengbin Feng ⋅ Jiarong Xing ⋅ Wentao Guo ⋅ Yuhang Yao ⋅ Yuhang Han ⋅ Hanchen Li ⋅ Xu Wang ⋅ Jie Xiao ⋅ Anjie Yang ⋅ Lynn Ai ⋅ Eric Yang ⋅ TIANYU SHI
[ OpenReview] 
Poster
None
Simplifying Transformer-Based U-Net Neural Physics Simulators
Pietro Sittoni ⋅ Francesco Tudisco
[ OpenReview] 
Poster
None
TherapyGym: Evaluating and Aligning Clinical Fidelity and Safety in Therapy Chatbots
Fangrui Huang ⋅ Souhad Chbeir ⋅ Arpandeep Khatua ⋅ Sheng Wang ⋅ Sijun Tan ⋅ Kenan Ye ⋅ Lillian A Bailey ⋅ Merryn Daniel ⋅ Ryan Louie ⋅ Sanmi Koyejo ⋅ Ehsan Adeli
[ OpenReview] 
Poster
None
TOPPO: Rethinking PPO for Multi-Task Reinforcement Learning with Critic Balancing
Yuanpeng Li ⋅ Rui Miao ⋅ Gefei Lin ⋅ Annie Qu
[ OpenReview] 
Poster
None
ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning
Jingwei Song ⋅ Meng Chen ⋅ Jie Xiao ⋅ Qingnan Ren ⋅ Jiaqi Huang ⋅ Yangshen Deng ⋅ Senyu Tong ⋅ Wanyi Chen ⋅ Suli Wang ⋅ Zhisheng Chen ⋅ Ziqian Bi ⋅ Shuo Lu ⋅ Yiqun Duan ⋅ Xu Wang ⋅ Rymon Yu ⋅ Lynn Ai ⋅ Eric Yang ⋅ TIANYU SHI
[ OpenReview] 
Poster
None
Agentic Reward Modeling: Verifying GUI Agent via Progressive Trajectory-Grounded Interaction
Chaoqun Cui ⋅ Jing Huang ⋅ SHIJING WANG ⋅ Liming Zheng ⋅ Qingchao Kong ⋅ Zhixiong Zeng
[ OpenReview] 
Poster
None
Enhancing Gaze Reasoning in Vision Foundation Models for Gaze Following
SHIJING WANG ⋅ Yihua Cheng ⋅ Chaoqun Cui ⋅ Yaping Huang ⋅ David Wong ⋅ Alexandros Neophytou ⋅ Hyung Jin Chang
[ OpenReview] 
Poster
None
Learning Acceptable Lotteries via Queries: Minimizing Aggregated Violation Distances
Paul W Goldberg ⋅ Nicholas Teh
[ OpenReview] 
Poster
None
SLOT-IR: Learning Disentangled Slot Representations for Infrared Spectral Unmixing
Jingru Gan ⋅ Yannah J Melle ⋅ Yanqiao Zhu ⋅ Daniel Schwalbe-Koda ⋅ Wei Wang
[ OpenReview] 
Poster
None
Opening the Black Box of Classifier-Free Guidance via Information Bottleneck
Jiayang Gao ⋅ Tianyi Zheng ⋅ Jiayang Zou ⋅ Fengxiang Yang ⋅ Luyao Fan ⋅ Lv Tang ⋅ Bo Li ⋅ Jia Wang
[ OpenReview] 
Poster
None
Towards Anytime-Valid Statistical Watermarking
Baihe Huang ⋅ Eric Xu ⋅ Kannan Ramchandran ⋅ Jiantao Jiao ⋅ Michael Jordan
[ OpenReview] 
Poster
None
Who Needs Labels? Adapting Vision Foundation Models With the Metadata You Already Have
Elouan Gardes ⋅ Seung-Eun Yi ⋅ Huy V Vo ⋅ Théo Moutakanni ⋅ Kartik Ahuja ⋅ Piotr Bojanowski ⋅ Wolfgang Pernice ⋅ Loic Landrieu ⋅ Camille Couprie
[ OpenReview] 
Poster
None
A Theoretical Analysis of Test-Driven Code Generation
Nicolas Menet ⋅ Michael Hersche ⋅ Andreas Krause ⋅ Abbas Rahimi
[ OpenReview] 
Poster
None
DINOv3
Oriane Siméoni ⋅ Huy Vo ⋅ Maximilian Seitzer ⋅ Federico Baldassarre ⋅ Maxime Oquab ⋅ Cijo Jose ⋅ Vasil Khalidov ⋅ Marc Szafraniec ⋅ Seung Eun Yi ⋅ Michaël Ramamonjisoa ⋅ Francisco Massa ⋅ Daniel Haziza ⋅ Luca Wehrstedt ⋅ Jianyuan Wang ⋅ Timothée Darcet ⋅ Théo Moutakanni ⋅ Leonel Sentana ⋅ Claire Roberts ⋅ Andrea Vedaldi ⋅ Jamie Tolan ⋅ John Brandt ⋅ Camille Couprie ⋅ Julien Mairal ⋅ Herve Jegou ⋅ Patrick Labatut ⋅ Piotr Bojanowski
Poster
None
Towards Mitigating Deceptive Safety Alignment in Large Reasoning Models
Xiangyu Zhou ⋅ Saleh Z Zade ⋅ Rafi Ibn Sultan ⋅ Alexander Kotov ⋅ Dongxiao Zhu
[ OpenReview] 
Poster
None
Flash PD-SSM: Memory-Optimized Structured Sparse State-Space Models
Aleksandar Terzic ⋅ Francesco S. Carzaniga ⋅ Nicolas Menet ⋅ Yannick Biehl ⋅ Michael Hersche ⋅ Thomas Hofmann ⋅ Abbas Rahimi
[ OpenReview] 
Poster
None
Diff-CA: Separating Common and Salient Factors with Diffusion Models
Michaël Soumm ⋅ Alexandre F Montgieux ⋅ Yunlong HE ⋅ Pietro Gori ⋅ Alasdair Newson
[ OpenReview] 
Poster
None
Coupled Integral PINN for Discontinuity
Yeping Wang ⋅ Shihao Yang
[ OpenReview] 
Poster
None
Humanoid Horizon: Extending Task Horizon in Whole-Body Loco-Manipulation via Parallel Training, Dynamic Starting, and Reward Gating
Haozhuo Zhang ⋅ Qiang Zhang ⋅ Jian Tang ⋅ Mingzhe Ni ⋅ Michele Caprio ⋅ Angelo Cangelosi ⋅ Wei Pan
[ OpenReview] 
Poster
None
I2V-DETACH: Source Grounding Detachment for Unauthorized Image-to-Video Generation
Chanhui Lee ⋅ Yeonghwan Song ⋅ Yewon Kang ⋅ Jeany Son
[ OpenReview] 
Poster
None
OS-Omni: A Cross-Platform Benchmark for Generalist Computer-Using Agents
Hui Shen ⋅ Yunta Hsieh ⋅ Jianing Ma ⋅ Ziyuan Liu ⋅ Qi Han ⋅ Xiuqi Xu ⋅ Yanheng shang ⋅ Chenqi Yin ⋅ Zesen Zhao ⋅ Boyuan Zheng ⋅ Jisen Li ⋅ Xiaoxia Wu ⋅ Ruoyan Zhang ⋅ Dongfu Jiang ⋅ Ruiyao Liu ⋅ Jing Xiong ⋅ He Xiao ⋅ Nan Zheng ⋅ Hangxiang Chen ⋅ Shengyang Tao ⋅ Deyang Luorong ⋅ Jingxuan Zhang ⋅ Chaofan Tao ⋅ Yuren Wang ⋅ Jiaqi Mo ⋅ Hei T Chan ⋅ Sicheng Chen ⋅ Kai Zhang ⋅ Mengkang Hu ⋅ Zhongwei Wan ⋅ Xin Wang ⋅ Chuanyang Zheng ⋅ Ziheng Zhang ⋅ Hengyuan Zhang ⋅ Zunhai Su ⋅ Kanzhi Cheng ⋅ Jiawei Lu ⋅ Yifan Zhang ⋅ Shen Yan ⋅ Ben Athiwaratkun ⋅ Qiushi Sun ⋅ Mi Zhang ⋅ Ping Luo ⋅ Wenhu Chen ⋅ Ngai Wong
[ OpenReview] 
Poster
None
OT-Robust3DVLA: A Wasserstein Barycenter is the Right Inductive Bias for Robust Multi-View 3D Vision-Language-Action Policies
Pawan Kumar
[ OpenReview] 
Poster
None
Diffusion-Time Concept Manifolds: Sparse Autoencoder Groups for Interpreting Denoising Language Models
Pawan Kumar
[ OpenReview] 
Poster
None
RETR: A Structure-Preserving RGB-Event Transformer for Robust 3D Lane Detection
Jingtao Dong ⋅ Hao Zhuang ⋅ Hao Yang ⋅ Liyuan Pan ⋅ Wei Liang
[ OpenReview] 
Poster
None
Partition-Aware Unlearning for Removing Spurious Correlations in Large Vision-Language Models
Aditi Sarker ⋅ Nazreen Shah ⋅ Rafi Ibn Sultan ⋅ Rhongho Jang ⋅ Dongxiao Zhu ⋅ Prashant Khanduri
[ OpenReview] 
Poster
None
ViTeX-Bench: Benchmarking High-Fidelity Video Scene Text Editing
Xinghao Chen ⋅ Xiangbo Gao ⋅ Jiongze Yu ⋅ Yuheng Wu ⋅ Zhengzhong Tu
[ OpenReview] 
Poster
None
CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation
Wenhu Zhang ⋅ Kun Cheng ⋅ Changyuan Wang ⋅ Shiyao Li ⋅ Yuechen Zhang ⋅ Wenbo Li ⋅ Jiajun Zha ⋅ Jingyi Zhang ⋅ Kang Zhao ⋅ Jiaya Jia
[ OpenReview] 
Poster
None
Consistent 3D Surface Flow Model with Global State
Antoine Guedon ⋅ Shu Nakamura ⋅ Nicolas Dufour ⋅ Jiahui Lei ⋅ Ko Nishino ⋅ Angjoo Kanazawa
[ OpenReview] 
Poster
None
PISCO: Precise Video Instance Insertion with Sparse Control
Xiangbo Gao ⋅ Renjie Li ⋅ Xinghao Chen ⋅ Yuheng Wu ⋅ Suofei Feng ⋅ Jie Yang ⋅ Qing Yin ⋅ Zhengzhong Tu
[ OpenReview] 
Poster
None
Coordination Connectivity: Shared Initialization Shapes the Joint-Policy Landscape in MARL
Yixiang Fan ⋅ Zhiqiang Pu ⋅ Hao Ma ⋅ Dongmin Li ⋅ Weihao Zhang ⋅ Yinxing Dai ⋅ Shijie Zheng ⋅ Jingjing Huang
[ OpenReview] 
Poster
None
One View Is Enough: In-the-Wild Monocular Pretraining for Novel View Generation
Adrien RAMANANA RAHARY ⋅ Nicolas Dufour ⋅ Patrick Perez ⋅ David Picard
[ OpenReview] 
Poster
None
Spikes as Detectors: Phase-Conditioned Spiking Dynamics for Time-Series Anomaly Detection
Miao Wang ⋅ Gangyi Ding ⋅ Yunlin Lei ⋅ Yu Zhang ⋅ chenjingfeng ⋅ Xu Yang
[ OpenReview] 
Poster
None
The Optimization Prior: Instilling depth for shallow networks, detail for coarse networks
Vighnesh Subramaniam ⋅ Boris Katz ⋅ Brian Cheung
[ OpenReview] 
Poster
None
Words That Make Language Models Perceive
Sophie L. Wang ⋅ Phillip Isola ⋅ Brian Cheung
[ OpenReview] 
Poster
None
The Symmetries of Three-Layer ReLU Networks
Johanna Marie Gegenfurtner ⋅ Moritz Grillo ⋅ Guido Montufar
[ OpenReview] 
Poster
None
Reliable Abstention under Adversarial Injections: Lower Bounds and New Upper Bounds
Ezra Edelman ⋅ Surbhi Goel
[ OpenReview] 
Poster
None
RESCAST-100K: A Comprehensive Dataset for Cross-Domain Residential Load and Indoor Temperature Forecasting
Jainam Dhruva ⋅ Yousaf Raza ⋅ A.B. Siddique ⋅ Simone Silvestri
[ OpenReview] 
Poster
None
PRPO: Perception-Reinforced Policy Optimization via Token-Level Dynamic Advantage Reshaping
Qiming Li ⋅ Tianlun Li ⋅ Xiaolong Cheng ⋅ Hangyu Li ⋅ Ruiyan Gong ⋅ Kangning Niu ⋅ kaitao jiang ⋅ Mu Xu
[ OpenReview] 
Poster
None
SVDP: Training-Free Contextual Sparsity Predictors for Fast LLM Inference
Georgii Serbin ⋅ Kirill Koshkin ⋅ Zhongao Sun ⋅ Anastasiya Bistrigova ⋅ C. C Korikov
[ OpenReview] 
Poster
None
Beyond Bit Matching: Orthogonal Watermarks for Collusion-Resistant Image Fingerprinting
Zhakshylyk Nurlanov ⋅ Tobias Weißberg ⋅ Florian Bernard
[ OpenReview] 
Poster
None
Beyond Thinking: Imagining in 360$^\circ$ for Humanoid Visual Search
Jingdong Zhang ⋅ Yizhou Wang ⋅ Zhengzhong Tu ⋅ Xin Li ⋅ Wenping Wang ⋅ Xiaohang Zhan
[ OpenReview] 
Poster
None
PLANING: A Loosely Coupled Triangle-Gaussian Framework for Streaming 3D Reconstruction
Changjian Jiang ⋅ Kerui Ren ⋅ Xudong Li ⋅ Kaiwen Song ⋅ Guanghao Li ⋅ Linning Xu ⋅ Tao Lu ⋅ Junting Dong ⋅ Yu Zhang ⋅ Yu Feng ⋅ Bo Dai ⋅ Mulin Yu
[ OpenReview] 
Poster
None
Robust Hopfield Decision Transformer
Andreia Podasca ⋅ Anup Das
[ OpenReview] 
Poster
None
SceneShifter: Training-free Multi-Scene Temporal Control for Audio-driven Human Animation
Jianzhi Long ⋅ Rong-Cheng Tu ⋅ Hao Guan ⋅ Siyuan Liang ⋅ Shunyu Liu ⋅ Xiao Luo ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Towards Principled Efficient Rollout Allocation in Test-Time Training
Youkang Wang ⋅ Jian Wang ⋅ Tianyi Zeng ⋅ Xiao-Yong Wei ⋅ Qing Li
[ OpenReview] 
Poster
None
SituRecBench: A Benchmark for Situated Recommendation in 3D Interactive Environments
Jingtong Yang ⋅ Dongding LIN ⋅ Jian Wang ⋅ Wenjie Li
[ OpenReview] 
Poster
None
Lift, See, Act: Hierarchical Robot Policy Pretraining with 3D Foundation Models
Yiyuan Ge ⋅ Changxing Ding ⋅ Ziyu Hao ⋅ Zijie Zheng ⋅ Xiangmin Xu
[ OpenReview] 
Poster
None
Evaluating Synthetic ECG Pretraining: When Can Patient-Free Simulators Substitute for Real ECG Data?
Naoki Nonaka ⋅ Jun Seita
[ OpenReview] 
Poster
None
StiCAS: Compositional Activation Steering via Stiefel Manifold Coordinate Transport
Toan Doan ⋅ Thin Nguyen ⋅ Sunil Gupta
[ OpenReview] 
Poster
None
CrossWeave: Emergent Cross-Modal Scene and Instance Retrieval from Sparse 2D-3D Alignment
Aadith Warrier ⋅ Gnana P Punnavajhala ⋅ Siddharth Tourani ⋅ Muhammad Haris Khan ⋅ Avinash Sharma ⋅ Madhava Krishna
[ OpenReview] 
Poster
None
Implicit Value Probing: Inferring Human Value Preferences via Strategic Multi-Turn Conversations
Tan Wenxin ⋅ pring wong ⋅ Shuo Chen
[ OpenReview] 
Poster
None
AI Construct Lexis: An Ontology of the Hidden Assumptions in AI Evaluation
Olawale Salaudeen ⋅ Florian E. Dorner ⋅ Tom Sühr ⋅ Sang Truong ⋅ Haoran Zhang ⋅ Patrick G Bissett ⋅ James Fox ⋅ Marzyeh Ghassemi ⋅ Tom Hartvigsen ⋅ Peter Hase ⋅ Augustin Kelava ⋅ Suhas Mahesh ⋅ Margaret Mitchell ⋅ Jamelle Watson-Daniels ⋅ Sanmi Koyejo ⋅ Angelina Wang
[ OpenReview] 
Poster
None
Graph and Simplicial Complex Prediction Gaussian Process via Hodgelet Representations
Mathieu Alain ⋅ So Takao ⋅ Bastian Rieck ⋅ Xiaowen Dong ⋅ Emmanuel Noutahi
[ OpenReview] 
Poster
None
Pref-DetectGPT: Unveiling Machine-Generated Text via Preference-Aware Curvature Measurement
Jiahao Wang ⋅ Feifei Kou ⋅ Zhongbao Zhang ⋅ Jiwei Zhang ⋅ Lei Shi ⋅ Pengfei Zhang ⋅ Suguo Zhu ⋅ Mingying Xu
[ OpenReview] 
Poster
None
The Quantization Benefits of Residual-Free Transformers
Yiping Ji ⋅ Mahalakshmi Sabanayagam ⋅ Peyman Moghadam ⋅ Hemanth Saratchandran ⋅ Simon Lucey
[ OpenReview] 
Poster
None
ChainForge: Tool-Chain Hijacking Attacks against LLM Agents via Execution-Grounded Tool Synthesis
Jiluan Fan ⋅ Haotian Zhu ⋅ Zhigang Lu ⋅ Junhao Xia ⋅ Xunzhu Tang ⋅ Shuchao Pang ⋅ Minhui Xue
[ OpenReview] 
Poster
None
Rethinking Softmax Attention: Polynomial Activations for Transformers
Hemanth Saratchandran ⋅ Jianqiao Zheng ⋅ Yiping Ji ⋅ Wenbo Zhang ⋅ Simon Lucey
[ OpenReview] 
Poster
None
Exact power indices for plurality-voting ensembles
Ilie Sarpe ⋅ Theofanis Georgakopoulos ⋅ Aristides Gionis
[ OpenReview] 
Poster
None
Verification-Aware Training for Speculative Decoding
Geonmo Gu ⋅ Byeongho Heo ⋅ HeeJae Jun ⋅ Yoohoon Kang ⋅ Sangmin Lee ⋅ Sangdoo Yun ⋅ Dongyoon Han
[ OpenReview] 
Poster
None
AgentCBO: Causal Belief Routing for Bayesian Optimization under Unknown Graphs
Qiyu Wei ⋅ Xin Zhang ⋅ Richard Allmendinger ⋅ Mauricio A Álvarez
[ OpenReview] 
Poster
None
Interleaved Latent Thinking and Adaptive Termination for Efficient Reasoning LLMs
Zhao Jin ⋅ Rong-Cheng Tu ⋅ Wenhao Sun ⋅ Qi Guo ⋅ Mingyang Yu ⋅ Hao Guan ⋅ Dacheng Tao
[ OpenReview] 
Poster
None
Where Are MLLMs Looking When They Hallucinate? Mitigating Visual Hallucination via Gaze Steering
Yebo Wu ⋅ Han Jin ⋅ Feng Liu ⋅ Changwang Zhang ⋅ Jun Wang ⋅ Li Li
[ OpenReview] 
Poster
None
Encoding RNA Topology into Synthetic Alignments for 3D Structure Prediction
Jörg Franke ⋅ Iris K Tennie ⋅ Michael Uhl ⋅ Ryan Koksal ⋅ Dominika Matus ⋅ Dominik Scheuer ⋅ Frank Hutter ⋅ Rolf Backofen ⋅ Frederic Runge
[ OpenReview] 
Poster
None
No Free Alignment: Observability-Aware Alignment for Multimodal Heterogeneous Learning
Canran Xiao ⋅ Puning Zhao ⋅ Enneng Yang ⋅ Xiaochun Cao ⋅ Haobo Fu ⋅ Li Shen
[ OpenReview] 
Poster
None
quanda: An Interpretability Toolkit for Training Data Attribution Evaluation
Dilyara Bareeva ⋅ Galip Ümit Yolcu ⋅ Anna Hedström ⋅ Niklas Schmolenski ⋅ Thomas Wiegand ⋅ Wojciech Samek ⋅ Sebastian Lapuschkin
[ OpenReview] 
Poster
None
Rethinking Credit Assignment in Cooperative MARL via Interventional Reward Response
Chamjin Joo ⋅ Myounghoon Ha ⋅ Sang Wan Lee
[ OpenReview] 
Poster
None
Sparse Updates Generalize Better Than Optimization: Stability Analysis for Randomized Subspace Descent
Yifei Liang ⋅ Yan Sun ⋅ Yifei Cheng ⋅ Haobo Fu ⋅ Xiaochun Cao ⋅ Li Shen
[ OpenReview] 
Poster
None
Humans Correct Their Judgements Through Debate, but Weaker AI Models Not
Maria Victoria Carro ⋅ Denise Alejandra Mester ⋅ Facundo Nieto ⋅ Oscar Stanchi ⋅ Guido Bergman ⋅ Giovanni Franco Gabriel Marraffini ⋅ Trinidad Borrell ⋅ Guido Freire ⋅ Joaquín S Machulsky ⋅ Mario Leiva ⋅ Ana Lopez ⋅ Nicolas Spinelli ⋅ Luca Gangi ⋅ Eitan Sprejer ⋅ Federico Barrera-Lemarchand ⋅ Gerardo Simari ⋅ Maria Vanina Martinez
[ OpenReview] 
Poster
None
Improving Self-Supervised Vision Transformers with Cross Distillation
Siran Dai ⋅ Qianqian Xu ⋅ Peisong Wen ⋅ Yang Liu ⋅ Xiaochun Cao ⋅ Qingming Huang
[ OpenReview] 
Poster
None
When Noise Meets Long-Tail: Feature-Threshold Dual Calibration for Robust Pseudo-Labeling
Ping Guo ⋅ Zhiqi Huang ⋅ Xinran Li
[ OpenReview] 
Poster
None
HeterSEED: Semantics–Structure Decoupling for Heterogeneous Graph Learning under Heterophily
Xinyi Li ⋅ Ming Li ⋅ Lu Bai ⋅ Lixin Cui ⋅ Feilong Cao ⋅ Ke Lv ⋅ Yunliang Jiang ⋅ Pietro Lió
[ OpenReview] 
Poster
None
Disentangling Where and When: Factored Spatio-Temporal Explanations for Video Action Recognition
Bhavan Vasu ⋅ Giuseppe Raffa ⋅ Prasad Tadepalli
[ OpenReview] 
Poster
None
G-PAC: Constructing Cohesive Pseudo-Features for Generalizable Physical Adversarial Camouflage
tianrui lou ⋅ Haoqing Zhang ⋅ Jiawei Liang ⋅ Puning Zhao ⋅ Xiaochun Cao
[ OpenReview] 
Poster
None
Do Diffusion Models Learn to Generalize Basic Visual Skills?
Amish Sethi ⋅ Boya Zeng ⋅ Wenhao Chai ⋅ Zhuang Liu
[ OpenReview] 
Poster
None
2-Step Agent: How a Bayesian Decision Maker Learns from AI-Decision Support
Otto Nyberg ⋅ Fausto Carcassi ⋅ Davide Tugnoli ⋅ Giovanni Cinà
[ OpenReview] 
Poster
None
ToPA: Block-wise Toeplitz Adaptation for Expressive and Efficient Fine-Tuning
Sicong Li ⋅ Qianqian Xu ⋅ Zhiyong Yang ⋅ Zitai Wang ⋅ Longtao Huang ⋅ Xiaochun Cao ⋅ Qingming Huang
[ OpenReview] 
Poster
None
CoQuant: Covariance-Aware Rotation for 2-bit KV Cache Quantization
Zhongzhu Zhou ⋅ Donglin Zhuang ⋅ Jisen Li ⋅ Ziyan Chen ⋅ Shuaiwen Song ⋅ Ben Athiwaratkun ⋅ Xiaoxia Wu
[ OpenReview] 
Poster
None
LogicTree-RAG: Logic Tree-guided Retrieval-Augmented Generation for Long-form Patent Drafting
Jiaqi Zhu ⋅ Naili Xing ⋅ Pan Hexiang ⋅ Haotian Gao ⋅ Jianwei Yin ⋅ Xiaokui Xiao ⋅ Beng Chin Ooi
[ OpenReview] 
Poster
None
VeriTrip: A Verifiable Benchmark for Travel Planning Agents over Unstructured Web Corpora
Yuting Xu ⋅ Jiayi Tian ⋅ Jian Liang ⋅ Xin Xiong ⋅ Hang Zhang ⋅ Mu Xu ⋅ Xiao-Yu Zhang
[ OpenReview] 
Poster
None
Generalization Without Compression Penalty: A Stability Analysis of Error Feedback
Yifei Liang ⋅ Peng Wang ⋅ Yan Sun ⋅ Yingqi Liu ⋅ Xiaoyan Wang ⋅ Xiaochun Cao ⋅ Li Shen
[ OpenReview] 
Poster
None
Baba in Wonderland: Online Self-Supervised Dynamics Discovery for Executable World Models
SeungWon Seo ⋅ DongHeun Han ⋅ SeongRae Noh ⋅ Hyeongyeop Kang
[ OpenReview] 
Poster
None
Patch Hierarchical Attention Transformers for Efficient Particle Jet Tagging
Zihan Zhao ⋅ Aaron Wang ⋅ Alan Xia ⋅ Chang Sun ⋅ Javier Duarte ⋅ Abhijith Gandrakota ⋅ Jennifer Ngadiuba ⋅ Richard Cavanaugh
[ OpenReview] 
Poster
None
S²MoE: Shared-Subspace Mixture of Sparse Experts
Feihong He ⋅ Anke Tang ⋅ Enneng Yang ⋅ Hao Jiang ⋅ Guojie Zhu ⋅ Gang Li ⋅ Xiaochun Cao ⋅ Li Shen
[ OpenReview] 
Poster
None
PortPy: A Benchmark for AI and Optimization in Cancer Radiotherapy Planning
Gourav Jhanwar ⋅ Mojtaba Tefagh ⋅ Qijie Huang ⋅ Alireza Golkarieh ⋅ Linda X Hong ⋅ Hai Pham ⋅ Vicki T Taasti ⋅ Seppo Tuomaala ⋅ Anthony Magliari ⋅ Michael Folkerts ⋅ Ying Zhou ⋅ Jie Yang ⋅ Saad Nadeem ⋅ Masoud Zarepisheh
[ OpenReview] 
Poster
None
LongMINT: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems
Hyunji Lee ⋅ Justin Chen ⋅ Joykirat Singh ⋅ Zaid Khan ⋅ Elias Stengel-Eskin ⋅ Mohit Bansal
[ OpenReview] 
Poster
None
Beyond Single-Shot Conditioning: Test-Time Condition Refinement for Diffusion-Based Image Restoration
Aiping Zhang ⋅ Jiangang Wang ⋅ Shangquan Sun ⋅ Yuning Cui ⋅ Fan Li ⋅ Renjing Pei ⋅ Wenqi Ren ⋅ Xiaochun Cao
[ OpenReview] 
Poster
None
Evaluating Test-Time Scaling of General LLM Agents
Xiaochuan Li ⋅ Tianshi Ming ⋅ Pranav Setlur ⋅ Abhijay S Paladugu ⋅ Andy Tang ⋅ Hao Kang ⋅ Shuai Shao ⋅ Rong Jin ⋅ Chenyan Xiong
[ OpenReview] 
Poster
None
StemBind: When MLLMs Get Lost Between Rules and Instances in Abstract Visual Reasoning
Xixiang He ⋅ Baiqi Wu ⋅ Xingming Li ⋅ Ao Cheng ⋅ Qiyao Sun ⋅ Xuanyu Ji ⋅ Qingyong Hu
[ OpenReview] 
Poster
None
Concord-SLAM: Cross-Render Concordance for Boundary-Native Semantic Gaussian SLAM
Danqi Lu ⋅ Changxin Huang ⋅ Jianqiang Li
[ OpenReview] 
Poster
None
Casper: A Projection-Based Neurosymbolic Layer for Scalable & Guaranteed Constraint Satisfaction
Lohith Konathala ⋅ Luca Andolfi ⋅ Eleonora Giunchiglia
[ OpenReview] 
Poster
None
AR1-ZO: Topology-Aware Rank-1 Zeroth-Order Queries for High-Rank LoRA Fine-Tuning
Ziye Chen ⋅ Hongbin Lin ⋅ Chenyu Zhang ⋅ Xiangda Yan ⋅ Yongjie Yang ⋅ Yao SHU
[ OpenReview] 
Poster
None
The BV4 Benchmark for Unsupervised Anomaly Detection in High-Dimensional Spectral Data Streams
Nicolas R Varela ⋅ Julien Ah-Pine ⋅ Engelbert Mephu Nguifo
[ OpenReview] 
Poster
None
Crafter: Towards Automated Reproducible Machine Learning via Agentic Code Generation
Fangru Linghu ⋅ Jackson R Ye ⋅ Jieying Wang ⋅ Alexandre V Morozov ⋅ Ian Foster ⋅ Zhao Zhang
[ OpenReview] 
Poster
None
FlowHOI: Flow-based Semantics-Grounded Generation of Hand-Object Interactions for Dexterous Robot Manipulation
Huajian Zeng ⋅ Lingyun Chen ⋅ Jiaqi Yang ⋅ Yuantai Zhang ⋅ Fan Shi ⋅ Peidong Liu ⋅ Xingxing Zuo
[ OpenReview] 
Poster
None
CM-EVS: Sparse Panoramic RGB-D-Pose Data for Complete Scene Coverage
Jiale liu ⋅ Jungang Li ⋅ Jieming Yu ⋅ Yu Xinglin ⋅ Zihao Dongfang ⋅ Shi Keyu ⋅ Zongjian Ding ⋅ 家焕 张 ⋅ Shunwen Bai ⋅ Haoran Huang ⋅ Yurun Wang ⋅ Yanxi Wu ⋅ Ningzhe Yu ⋅ Yudong Gao ⋅ Mingjun Cheng
[ OpenReview] 
Poster
None
Decomposed Representations Mitigate the Alignment–Specificity Trade-off in Multi-Omics
Mai Thao Dang ⋅ Feng Jiang ⋅ Hehuan Ma ⋅ Yuzhi Guo ⋅ Jingquan Yan ⋅ Haiqing Li ⋅ Saiyang Na ⋅ Zheng Zheng ⋅ Thuc A Tran ⋅ Jean Gao ⋅ Junzhou Huang
[ OpenReview] 
Poster
None
RGF: Recursive Generative Framework for the Edge-Cut Separable Problems
Bo Peng ⋅ Rongzhen Ye ⋅ Yaohua Li ⋅ Weilin Luo ⋅ Hai Wan ⋅ Jiahao Xu ⋅ Zexian Liang
[ OpenReview] 
Poster
None
CytoWave: Perturbation-Centric Pretraining for Single-Cell Response Prediction
Yuwei Miao ⋅ Jingquan Yan ⋅ Hehuan Ma ⋅ Mai Thao Dang ⋅ Lin Xu ⋅ Siyuan Zhang ⋅ Junzhou Huang
[ OpenReview] 
Poster
None
ChiP-STAR: Spatial-Topological Attention for Pre-trained Generative Chip Routing
Junfeng Liu ⋅ Xingquan Li
[ OpenReview] 
Poster
None
Revisiting Activation Steering Through an Optimization Lens
Ryan L Z. ⋅ Dung V Nguyen ⋅ Minh Hieu Vu ⋅ Noelle Y Wong ⋅ Lei Zhang ⋅ Dipti Srinivasan ⋅ Linh D Tran ⋅ Tan Nguyen
[ OpenReview] 
Poster
None
Lumberjack: Better Differentially Private Random Forests through Heavy Hitter Detection in Trees
Christian J Lebeda ⋅ David Erb ⋅ Tudor Cebere ⋅ Aurélien Bellet
[ OpenReview] 
Poster
None
Exemplar2VQA: A Scalable Exemplar-Driven Visual Question Answering Generation Framework via Multi-Agent Coding
Jiayu Ying ⋅ Qijian Tian ⋅ Ruijie Xu ⋅ Xinnan Zhu ⋅ Daoguo Dong ⋅ Jiachen Xu ⋅ Xin Tan
[ OpenReview] 
Poster
None
Adaptive Multi-Frame Learning for Expressive and Stable Atomic Representations
Jun Wang ⋅ Yifan Zeng ⋅ Bo Han ⋅ Fengwang Li ⋅ Aoni Xu ⋅ Tongliang Liu
[ OpenReview] 
Poster
None
Rethinking XAI Evaluation: A Human-Centered Audit of Shapley Benchmarks in High-Stakes Settings
Inês Oliveira e Silva ⋅ Sérgio Jesus ⋅ Iker Perez ⋅ Rita Ribeiro ⋅ Carlos Soares ⋅ Hugo Ferreira ⋅ Pedro Bizarro
[ OpenReview] 
Poster
None
Sound Verification of Deployed Neural Networks
Attila Szász ⋅ Balázs Bánhelyi ⋅ Márk Jelasity
[ OpenReview] 
Poster
None
Argument Graph Uncertainty: Quantifying Uncertainty from the Logical Structure of Reasoning Chains
Simon Baur ⋅ Sumire Honda ⋅ Wojciech Samek ⋅ Jackie Ma
[ OpenReview] 
Poster
None
Learning Robust Reasoning through Guided Adversarial Self-Play
Shuozhe Li ⋅ Vaishnav Tadiparthi ⋅ Kwonjoon Lee ⋅ Nakul Agarwal ⋅ Hossein Nourkhiz Mahjoub ⋅ Ehsan Moradi Pari ⋅ Lizhang Chen ⋅ Du Cheng ⋅ Amy Zhang ⋅ Liu Leqi
[ OpenReview] 
Poster
None
Duality Models: An Embarrassingly Simple One-step Generation Paradigm
PENG SUN ⋅ Xinyi Shang ⋅ Zhenglin Cheng ⋅ deyuan liu ⋅ Tao Lin ⋅ Zhiqiang Shen
[ OpenReview] 
Poster
None
V2VFusion: Text-Controlled Video-to-Video Diffusion for Degradation-Aware Video Fusion
Jiajun Chen ⋅ Han Xu ⋅ Yunfei Huang ⋅ Zhuoya Zhang ⋅ Guangcan Liu ⋅ Jiayi Ma
[ OpenReview] 
Poster
None
NOFE – Neural Operator Function Embedding
Lars Uebbing ⋅ Harald Lykke Joakimsen ⋅ Siyan Chen ⋅ Georgios Leontidis ⋅ Kristoffer Wickstrøm ⋅ Michael Kampffmeyer ⋅ Sébastien Lefèvre ⋅ Arnt B Salberg ⋅ Robert Jenssen
[ OpenReview] 
Poster
None
Sparse All-Layer Connector for Domain Generalised Semantic Segmentation
Ruoyu Guo ⋅ XIN K LIN ⋅ Maurice Pagnucco ⋅ Yang Song
[ OpenReview] 
Poster
None
SODA: Selective Optimization with Deferred BN Alignment for Efficient Dataset Distillation
Xinyue Bi ⋅ Jiacheng Cui ⋅ Yaxin Luo ⋅ Xinyi Shang ⋅ Jiacheng Liu ⋅ Xiaohan Zhao ⋅ Zhiqiang Shen
[ OpenReview] 
Poster
None
Kernelized Activation Steering
Laziz Abdullaev ⋅ Minh-Hieu Pham ⋅ Bach Do ⋅ Khoat Than ⋅ Tan Nguyen
[ OpenReview] 
Poster
None
Is Dimensionality a Barrier for Retrieval Models?
Kiril Bangachev ⋅ Guy Bresler ⋅ Jonathan Kogan ⋅ Yury Polyanskiy
[ OpenReview] 
Poster
None
Estimation of the Label-Noise Transition Matrix with Performance Guarantees via Selective Classification
Xabier de Juan ⋅ Santiago Mazuelas ⋅ Yilun Zhu ⋅ Clay Scott
[ OpenReview] 
Poster
None
LiFT: Likelihood-Free Tree-Structured Policy Optimization for Flow-Based VLAs
Junjie Gao ⋅ Siyuan Song ⋅ ZIXUAN ZHANG ⋅ SONG FEIYANG ⋅ Pan Yongzhou ⋅ Wen Nuan ⋅ Yaosheng Deng ⋅ Xue Tian ⋅ Mir Feroskhan
[ OpenReview] 
Poster
None
FracEncoder: Towards Adaptive Cognitive Trajectories via Fractional-Order Context Encoding
Lulu Wang ⋅ Shengling Wang ⋅ Anlin Chen ⋅ Ke Chao ⋅ Weicheng Wang
[ OpenReview] 
Poster
None
Agent Security is a Systems Problem
Mihai Christodorescu ⋅ Earlence Fernandes ⋅ Ashish Hooda ⋅ Somesh Jha ⋅ Johann Rehberger ⋅ Kamalika Chaudhuri ⋅ Xiaohan Fu ⋅ Khawaja Shams ⋅ Guy Amir ⋅ Jihye Choi ⋅ Sarthak Choudhary ⋅ Nils Palumbo ⋅ Andrey Labunets ⋅ Nishit V Pandya
[ OpenReview] 
Poster
None
Learning in Causal Markov Games
Aurghya Maiti ⋅ Elias Bareinboim
[ OpenReview] 
Poster
None
Tokens-per-Parameter Coverage Is Critical for Robust LLM Scaling Law Extrapolation
Joshua Shay Kricheli ⋅ Alexander L. Reid ⋅ Soumajyoti Sarkar ⋅ Venkata Gandikota ⋅ Paulo Shakarian
[ OpenReview] 
Poster
None
TRACER: Verifiable Generative Provenance for Multimodal Tool-Using Agents
Bihui Yu ⋅ caijun jia ⋅ Jing Chi ⋅ Xiaohan Liu ⋅ Yining Wang ⋅ Richard H Bai ⋅ Yuchen Liu ⋅ Jingxuan Wei ⋅ Junnan Zhu
[ OpenReview] 
Poster
None
AgentRoom: Concurrent Multi-Agent Coding in a CRDT-Backed Shared Workspace
Seonglae Cho ⋅ Donghyun Lee
[ OpenReview] 
Poster
None
PercepCap: Video Captioner with Structured Spatio-Temporal Perception
Yifan Xu ⋅ Wang Zihao ⋅ Zhixiao Wang ⋅ Jiaming Zhang ⋅ Yichun Yang ⋅ Desen Meng ⋅ Yuanxing Zhang ⋅ Pengfei Wan ⋅ Limin Wang
[ OpenReview] 
Poster
None
SEEK-VAU: Towards Evidence-Faithful Video Anomaly Understanding via Agentic Search
MINGHE WANG ⋅ Weijun Zeng ⋅ Dapeng Luo ⋅ Xinyue Wang ⋅ Nong Sang
[ OpenReview] 
Poster
None
PaperLens: How Predictable Is Paper Acceptance?
Sachin G Konan ⋅ Jonathan Liu ⋅ Zhuang Liu
[ OpenReview] 
Poster
None
Inpainting physics: self-supervised learning for context-driven fluid simulation
Jonas Weidner ⋅ Yeray Martin-Ruisanchez ⋅ Daniel Rueckert ⋅ Benedikt Wiestler ⋅ Julian Suk
[ OpenReview] 
Poster
None
AegisFlow: Training-free Non-myopic Path-safe Guided Flow Matching
Kunpeng Liu ⋅ Boshi Zhang ⋅ Keyou You
[ OpenReview] 
Poster
None
Efficient Reasoning via Constrained Optimization in Latent Space
Zhinan Hou ⋅ Xingchen Li ⋅ Keyou You
[ OpenReview] 
Poster
None
Post-hoc Selective Classification for Reliable Synthetic Image Detection
Kaixiang Zheng ⋅ Jacob Seidman
[ OpenReview] 
Poster
None
StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs
Pierre Le Jeune ⋅ Etienne Duchesne ⋅ Weixuan Xiao ⋅ Stefano Palminteri ⋅ Bazire Houssin ⋅ Benoît Malézieux ⋅ Matteo Dora
[ OpenReview] 
Poster
None
Riemannian Admissibility Flow for Offline-to-Online Safe Reinforcement Learning
Yuan Chu ⋅ Xuewu Ji
[ OpenReview] 
Poster
None
When Does Fine-Tuning Extract Stored Knowledge? A Relation-Covering Theory for One-Layer Transformers
Ruichen Xu ⋅ Kexin Chen
[ OpenReview] 
Poster
None
The Price of Choosing Examples: Context Overfitting in Adaptive In-Context Learning
Xiaoyu Li ⋅ Jiangxuan Long
[ OpenReview] 
Poster
None
Anytime-Valid PAC-Bayes Certificates for Adaptive Test-Time Scaling
Xiaoyu Li ⋅ Jiangxuan Long
[ OpenReview] 
Poster
None
Learning Large-Scale Competitive Team Behaviors with Mean-Field Interactions
Bhavini Jeloka ⋅ Yue Guan ⋅ Panagiotis Tsiotras
[ OpenReview] 
Poster
None
HyperSkill: Training-Free Omnimodal GRPO via Hypergraph-Indexed Skill-Library Evolution
Haoran Luo ⋅ Shangkai Lin ⋅ Jinyang Wu ⋅ XINLIANG ZHOU ⋅ Anh Tuan Luu
[ OpenReview] 
Poster
None
UTOPI: Efficient Egocentric Long-Video Understanding in AR via User-Guided Token Pre-Compression
ziqi wang ⋅ Su Chen ⋅ Qiance Tang ⋅ Jieyu Lin ⋅ Ziyun Li ⋅ Barbara De Salvo ⋅ Sai Qian Zhang
[ OpenReview] 
Poster
None
In search of a definition of importance: Do attributions capture it?
Antonia Marcu ⋅ Jonathon Hare ⋅ Annika Catulli ⋅ Srinandan Dasmahapatra ⋅ Damian Smith
[ OpenReview] 
Poster
None
Towards Real-Time Full-Waveform LiDAR Transformers via Intensity-Guided Token Reduction and Physics-Aware Augmentation
Kazuma Ikeda ⋅ Kotaro Oishi ⋅ Ryosei Hara ⋅ Ryo Yoshida ⋅ Mariko Isogawa ⋅ Kentaro Yoshioka
[ OpenReview] 
Poster
None
NADS: Navigator-Guided Data Selection for Mitigating Catastrophic Forgetting in Fine-Tuning
JIANHAO ZHANG ⋅ Ou Wu ⋅ Yi Du
[ OpenReview] 
Poster
None
Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
Yanjun Guo ⋅ Zhengqiang ZHANG ⋅ Pengfei Wang ⋅ Xinyue Liang ⋅ Zhiyuan Ma ⋅ Lei Zhang
[ OpenReview] 
Poster
None
We Need to Rethink Benchmarking in Anomaly Detection
Philipp Röchner ⋅ Simon Klüttermann ⋅ Kevin Kammler ⋅ Franz Rothlauf ⋅ Emmanuel Müller ⋅ Daniel Schlör
[ OpenReview] 
Poster
None
RoutingBench: Can Agentic Routing Analysis Scale to Production Datacenter Networks?
Wenlong Ding ⋅ Zhixiong Niu ⋅ Jianan Yang ⋅ Fajun Zhang ⋅ Bo Zhang ⋅ Ling Liang ⋅ Yongqiang Xiong ⋅ Tianyin Xu ⋅ Hong Xu
[ OpenReview] 
Poster
None
BRIDGE: Brain-Vision Representation Integration through Depth and Granularity Encoding
Chenyuan Hong ⋅ Binghao Ye ⋅ Yufei Guo ⋅ Guoqi Li
[ OpenReview] 
Poster
None
Neural Reconstruction of LiDAR Point Clouds under Jamming Attacks via Full-Waveform Representation and Simultaneous Laser Sensing
Ryo Yoshida ⋅ Takami Sato ⋅ Wenlun Zhang ⋅ Yuki Hayakawa ⋅ Shota Nagai ⋅ Kentaro Yoshioka
[ OpenReview] 
Poster
None
Robust Dreamer: Deviation-Aware Latent Gaussian Memory for Action-Controlled AR Video Generation
Hanlin Chen ⋅ Jiaxin Wei ⋅ Xibin Song ⋅ Yifu Wang ⋅ Senbo Wang ⋅ Hongdong Li ⋅ Pan Ji ⋅ Gim Hee Lee
[ OpenReview] 
Poster
None
XDecomposer: Learning Prior-Free Set Decomposition for Multiphase X-ray Diffraction
Hanyu Gao ⋅ Bin Cao ⋅ YUNYUE SU ⋅ Tong-yi Zhang ⋅ Qiang Liu
[ OpenReview] 
Poster
None
Smooth Piecewise Cutting for Neural Operator to Handle Discontinuities and Sharp Transitions
Ha Dang ⋅ Sebastian Schmidt ⋅ Jürgen W Hesser
[ OpenReview] 
Poster
None
Agent Meltdowns: The Road to Hell Is Paved with Helpful Agents
Rishi Jha ⋅ Harold Triedman ⋅ Vitaly Shmatikov ⋅ Arkaprabha Bhattacharya
[ OpenReview] 
Poster
None
Platonic Representations in the Human Brain: Unsupervised Recovery of Universal Geometry
Pablo Marcos-Manchón ⋅ Rishi Jha ⋅ Lluís Fuentemilla
[ OpenReview] 
Poster
None
Task Success Is Not Enough: Side-effect-Aware Evaluation of Tool-Using Language Model Agents
Jiaju Huang ⋅ Shaobin Chen ⋅ Xinglong Liang ⋅ Xinyu Ma ⋅ Hao YANG ⋅ Yue Sun ⋅ Wei Ke ⋅ Tao Tan
[ OpenReview] 
Poster
None
The World is Not Mono: Enabling Spatial Understanding in Large Audio-Language Models
Yuhuan You ⋅ Lai Wei ⋅ Tianshu Qu
[ OpenReview] 
Poster
None
See, Read, Compare: Candidate-Aware Verification for Agent Test-Time Scaling
Xinyu Ye ⋅ Yongliang Wu ⋅ Xingyu Zhu ⋅ Peng Xia ⋅ Huaijin Wu ⋅ Rui Ye ⋅ Yehui Tang ⋅ Hao Xiong ⋅ Junchi Yan ⋅ Huaxiu Yao
[ OpenReview] 
Poster
None
PiD: Fast and High-Resolution Latent Decoding with Pixel Diffusion
Yifan Lu ⋅ Qi Wu ⋅ Jay Zhangjie Wu ⋅ Zian Wang ⋅ Huan Ling ⋅ Sanja Fidler ⋅ Xuanchi Ren
[ OpenReview] 
Poster
None
Less is More: Fewer Tokens and Blocks Make AIGI Detection Faster and More Generalizable
Haipeng Fang ⋅ Yixing Lu ⋅ Yu Li ⋅ Qiang Sheng ⋅ Juan Cao ⋅ Sheng Tang
[ OpenReview] 
Poster
None
Semantic Consistency of Vision Tokens: A Vision-Centric Perspective on Multimodal Large Language Models
Nikola Đukić ⋅ Tim Lebailly ⋅ Tinne Tuytelaars
[ OpenReview] 
Poster
None
Scaling Point-in-Time Language Models: Economic Evaluation of Embeddings
Bryan Kelly ⋅ Semyon Malamud ⋅ Johannes Schwab ⋅ Teng A Xu
[ OpenReview] 
Poster
None
Simplified Reversible Residual Networks
Erland B Olsson ⋅ Zhirong Yang
[ OpenReview] 
Poster
None
JudgmentBench: Comparing Rubric and Preference Evaluation for Quality Assessment
Russell Yang ⋅ Ruishi Chen ⋅ Pierce Kelaita ⋅ Riya Ranjan ⋅ Sibo Ma ⋅ Charles Dickens ⋅ Matthew Guillod ⋅ Megan Ma ⋅ Julian Nyarko
[ OpenReview] 
Poster
None
Categorical Bayes filtering for computational phenotyping in adaptive learning
Junxi Chen ⋅ Payam Piray
[ OpenReview] 
Poster
None
An Efficient Algorithm for Thresholding Monte Carlo Tree Search
Shoma Nameki ⋅ Atsuyoshi Nakamura ⋅ Junpei Komiyama ⋅ Koji Tabata
[ OpenReview] 
Poster
None
NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
Chuheng Chen ⋅ Xiaofei Zhou ⋅ Geyuan Zhang ⋅ Yong Huang ⋅ Gang Xiong
[ OpenReview] 
Poster
None
Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting
Yifan Hu ⋅ HongzhouChen ⋅ Peiyuan Liu ⋅ Yiding Liu ⋅ ZeweiDong ⋅ Jiang-Ming Yang
[ OpenReview] 
Poster
None
Reward Inflation: A Healthy Stimulus for Reinforcement Learning
Ganghun Lee ⋅ Minji Kim ⋅ Minsu Lee ⋅ Byoung-Tak Zhang
[ OpenReview] 
Poster
None
Z0-Inf: Zeroth Order Approximation for Data Influence
Narine Kokhlikyan ⋅ Diego Garcia-Olano ⋅ Kamalika Chaudhuri ⋅ Saeed Mahloujifar
[ OpenReview] 
Poster
None
Visual Grounding First, Multimodal In-context Learning Follows
Minhyuk Seo ⋅ Minjae Lee ⋅ Chaeeun Lee ⋅ Wei Lin ⋅ Muhammad Jehanzeb Mirza ⋅ Tinne Tuytelaars ⋅ Jonghyun Choi
[ OpenReview] 
Poster
None
SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing Information
Jaehyeon Park ⋅ Inhyeok Jeong ⋅ Noseong Park
[ OpenReview] 
Poster
None
Test-time Risk Adaptation with Mixture of Agents
Mohamad Chehade ⋅ Amrit Singh Bedi ⋅ Souradip Chakraborty ⋅ Amy Zhang ⋅ Hao Zhu
[ OpenReview] 
Poster
None
Senses Wide Shut: A Representation-Action Gap in Omnimodal LLMs
Nguyen Q Trung ⋅ Yiming Gao ⋅ Fanyi Pu ⋅ Kaichen Zhang ⋅ Shuo Sun ⋅ Ziwei Liu
[ OpenReview] 
Poster
None
The road reaches every place, the short cut only one: Self-Adversarial Shortcut Mitigation for AI-Generated Image Detection
Haifeng Zhang ⋅ Qinghui He ⋅ Xiuli Bi ⋅ Bo Liu ⋅ Chi-Man Pun ⋅ Bin Xiao
[ OpenReview] 
Poster
None
Nuwa: Evaluation-Grounded Agentic Construction of Time Series Forecasting Systems
Fanda Fan ⋅ Yuxuan Yang ⋅ Xiaorui Wang ⋅ Luqi Gong ⋅ Xiang Wentao ⋅ Xiang Ao ⋅ LimingSong ⋅ Yinuo Zhu ⋅ Yutong Chen ⋅ Chunjie Luo ⋅ Jianfeng Zhan
[ OpenReview] 
Poster
None
GRNAgent: A Multimodal Graph Reasoning Agent for Gene Regulatory Network Inference
Akshata Hegde ⋅ Kyler Zook ⋅ Yanli Wang ⋅ Jianlin Cheng
[ OpenReview] 
Poster
None
VecDBLens: A Modular Framework for Diagnosing Vector Databases Retrieval Pipelines
Yutong Zhou ⋅ Guoxin Kang ⋅ Wenxin Zhou ⋅ Haoyu He ⋅ YUEDONG ZHU ⋅ Lei Wang ⋅ Wanling Gao ⋅ Fanda Fan ⋅ Jianfeng Zhan
[ OpenReview] 
Poster
None
Backdoor Attacks under Lossy Compression: From Failure to Reactivation and Adaptation
Qian Li ⋅ Yunuo Chen ⋅ Yuntian Chen
[ OpenReview] 
Poster
None
Tool-IQA: Augmenting Image Quality Assessment with Simple Tools
Guanyi Qin ⋅ Junjie Zhang ⋅ Chunming He ⋅ Yibing Fu ⋅ Jie Liang ⋅ Tianhe Wu ⋅ Lei Zhang
[ OpenReview] 
Poster
None
On the Feasibility of Identity Manipulation for Diffusion-Based Face Privacy Preservation
Xuemei Jia ⋅ JIAWEI DU ⋅ Jiawei Liu ⋅ xin zhang ⋅ Jun Chen ⋅ Zheng Wang ⋅ Joey Tianyi Zhou
[ OpenReview] 
Poster
None
DASS: A Solver-Agnostic Dynamic Auxiliary Search Strategy for Symbolic Regression
Hu ⋅ Qian Li ⋅ Ding Wang ⋅ Yekun Zheng ⋅ Jinyue Yan ⋅ Yuntian Chen
[ OpenReview] 
Poster
None
PRIME: Poincaré return induced measure for learning partially observed dynamical systems
Yiting Duan ⋅ Longyan Tan ⋅ Hao Wu ⋅ Mehdi Tavakol ⋅ Yi Guo
[ OpenReview] 
Poster
None
LOFT: Low-Rank Orthogonal Fine-Tuning via Task-Aware Support Selection
Lanxin Zhao ⋅ Bamdev Mishra ⋅ Pratik Kumar Jawanpuria ⋅ Lequan Lin ⋅ Dai Shi ⋅ Junbin Gao ⋅ Andi Han
[ OpenReview] 
Poster
None
On the Parallel Optimality of Exponentiated Gradient Descent
Xin J Chen ⋅ Andrei Graur ⋅ Aaron Sidford
[ OpenReview] 
Poster
None
Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions
Zhenting Qi ⋅ Ao Qu ⋅ Huangyuan Su ⋅ Chenyu Wang ⋅ Yu Yao ⋅ Han Zheng ⋅ Kushal Chattopadhyay ⋅ Guowei Xu ⋅ Zihan Wang ⋅ Weirui Ye ⋅ Vijay Janapa Reddi ⋅ Ju Li ⋅ Paul Liang ⋅ Himabindu Lakkaraju ⋅ Sham Kakade ⋅ Yilun Du
[ OpenReview] 
Poster
None
Towards Settling the Complexity of Non-Euclidean Parallel Convex Optimization
Xin J Chen ⋅ Andrei Graur ⋅ Aaron Sidford ⋅ Chenyi Zhang
[ OpenReview] 
Poster
None
Learning to Read Out: Unembedding Dynamics in Language Model Pretraining
Matteo He ⋅ William Shen ⋅ Alexandru-Andrei Iacob ⋅ Andrej Jovanović ⋅ Xinchi Qiu ⋅ Nicholas Lane
[ OpenReview] 
Poster
None
Learning the Context of Errors: Black-Box Online Adaptation of Time Series Foundation Models
Xilin Dai ⋅ Yiding Liu ⋅ Hongjie Xia ⋅ Yifan Hu ⋅ ZeweiDong ⋅ Jiang-Ming Yang ⋅ Qiang Xu
[ OpenReview] 
Poster
None
DoFP-Aligned Lookup Tables for Real-Time Polarization Demosaicking
Yidong Luo ⋅ Chenggong Li ⋅ Yunfeng Song ⋅ Mengyuan Liu ⋅ Junchao Zhang ⋅ Xin Yuan
[ OpenReview] 
Poster
None
Not All Features Are Created Equal: A Mechanistic Study of Vision-Language-Action Models
Bryce Grant ⋅ Xijia Zhao ⋅ Peng Wang
[ OpenReview] 
Poster
None
Off-Policy Evaluation of Large Language Models via Learned Semantic Bottleneck Embeddings
Younwoo Choi ⋅ Hadi Sheikhi ⋅ Leo Feng ⋅ Haanvid Lee
[ OpenReview] 
Poster
None
Falcon-X: A Time Series Foundation Model for Heterogeneous Multivariate Modeling
Yiding Liu ⋅ Yifan Hu ⋅ Hongjie Xia ⋅ Peiyuan Liu ⋅ HongzhouChen ⋅ Xilin Dai ⋅ ZeweiDong ⋅ Jiang-Ming Yang
[ OpenReview] 
Poster
None
Layer Precision Reduction for Deep Anomaly Detection
jiawei Yang ⋅ Xu Tan ⋅ Matti Kaisti
[ OpenReview] 
Poster
None
Semantic Residual: A Paired-Oracle Decomposition of LLM Multi-Agent Systems under Lossy Channels
Haotong Sun ⋅ Hang Yang
[ OpenReview] 
Poster
None
Bernoulli Flow Models: Self-Consistent Generative Modeling for Binary Data
Hao Mo ⋅ LIYING YANG ⋅ Shumin Yao ⋅ Xinxing Yu ⋅ Ajian Liu ⋅ Xudong Mao ⋅ Yanyan Liang
[ OpenReview] 
Poster
None
Toward Optimal Regret in Robust Pricing: Decoupling Corruption and Time
Kalana K Kalupahana ⋅ Francesco Emanuele Stradi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
None
GeoMIND: A Benchmark for Spatial Understanding in Robotic Manipulation
Jinghe Wang ⋅ Xinrui Cao ⋅ Duo Wu ⋅ Chenghao Gu ⋅ Yong Zhong ⋅ Linjia Kang ⋅ Tianyi Xiong ⋅ Zhi Wang
[ OpenReview] 
Poster
None
ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder
Xiaoxing Hu ⋅ Kaicheng Yang ⋅ Ziqi Ye ⋅ Ziyang Gong ⋅ Qi Ming ⋅ Zonghao Guo ⋅ Yu Tian ⋅ Xiang An ⋅ Ziyong Feng ⋅ Xue Yang
[ OpenReview] 
Poster
None
Reject, Resample, Repeat: Understanding Parallel Reasoning in Language Model Inference
Noah Golowich ⋅ Fan Chen ⋅ Dhruv Rohatgi ⋅ Raghav Singhal ⋅ Carles Domingo i Enrich ⋅ Dylan J Foster ⋅ Akshay Krishnamurthy
[ OpenReview] 
Poster
None
How Can SignSGD Outperform SGD? A Functional Scaling Law Perspective
Zilin Wang ⋅ Binghui Li ⋅ Jia-Nan Wang ⋅ Lean Wang ⋅ Jinbo Wang ⋅ Lei Wu
[ OpenReview] 
Poster
None
Cannistraci-Hebb Channel-wise Dynamic Sparse Training of Convolutional Neural Networks with Contextual Modulation
Wenjing Wu ⋅ Hanming Li ⋅ Xizheng Deng ⋅ Jialin Zhao ⋅ Yingtao Zhang ⋅ Yusong Wang ⋅ Carlo Vittorio Cannistraci
[ OpenReview] 
Poster
None
RoSeViT: Role-Separated Vision Transformers for ARC Visual Reasoning
Zhiguang Liu ⋅ Yi Shang
[ OpenReview] 
Poster
None
Invertible Logits Transformation for Accuracy-Preserving Post-Hoc Uncertainty Calibration
Lening Zhao ⋅ Qipeng Zhan ⋅ Li Shen
[ OpenReview] 
Poster
None
Next-Latent Prediction Transformers Learn Compact World Models
Jayden Teoh ⋅ Manan Tomar ⋅ Kwangjun Ahn ⋅ Edward Hu ⋅ Tim Pearce ⋅ Pratyusha Sharma ⋅ Akshay Krishnamurthy ⋅ Riashat Islam ⋅ Alex Lamb ⋅ John Langford
[ OpenReview] 
Poster
None
Marrying Optimal Transport and ODEs for Unified Continuous-Time 4D Reconstruction and Tracking
LIYING YANG ⋅ Hao Mo ⋅ Jialun Liu ⋅ Chen Liu ⋅ Xinxing Yu ⋅ Chenhao Guan ⋅ Hui Ma ⋅ Xiao Cao ⋅ Ajian Liu ⋅ Yanyan Liang
[ OpenReview] 
Poster
None
Drive vs. Decay: On the Training Dynamics of Joint-Embedding Predictive Architectures
José Lucas De Melo Costa ⋅ Seong Woo Ahn ⋅ Fabrice Popineau ⋅ Arpad Rimmel ⋅ Bich-Liên DOAN
[ OpenReview] 
Poster
None
GOLIATH: Gradient Inversion of Tabular Diffusion Models
Giulio Segalini ⋅ Aditya Shankar ⋅ Jérémie Decouchant ⋅ Lydia Chen
[ OpenReview] 
Poster
None
Guidance For Prior Change via Density Ratio Estimation
Yichen Zang ⋅ Song Liu ⋅ Jiun-Yi Lin
[ OpenReview] 
Poster
None
CAREBench: Evaluating LLMs' Emotion Understanding by Assessing Cognitive Appraisal Reasoning
ZHAOYUE SUN ⋅ Hainiu Xu ⋅ Andero Uusberg ⋅ James Gross ⋅ Petr Slovak ⋅ Yulan He
[ OpenReview] 
Poster
None
Visual-Advantage On-Policy Distillation for Vision-Language Models
Ruiqi Liu ⋅ Xiaolei Lv ⋅ Gengsheng Li ⋅ Ximo Zhu ⋅ Zhiheng Wang ⋅ Zhengbo Zhang ⋅ Junkai Chen ⋅ Zhiheng Li ⋅ Bo Li ⋅ Jun Gao ⋅ Shu Wu
[ OpenReview] 
Poster
None
Position: A Safe LLM and a Safe Harness Do Not Make a Safe Agent
Vincent Siu ⋅ Kyle Montgomery ⋅ Yujin Potter ⋅ Zhun Wang ⋅ Dawn Song ⋅ Chenguang Wang
[ OpenReview] 
Poster
None
ProCTI: Prototype-Refined Global Conditioning for Diffusion-Based Time Series Imputation
Fariza Rashid ⋅ Duc Van Le ⋅ Rahat Masood ⋅ Gustavo E Batista ⋅ Aruna Seneviratne ⋅ Suranga Seneviratne
[ OpenReview] 
Poster
None
Gaussian Splatting-based Volumetric Video Compression with Sparse 4D Anchors
Ge Gao ⋅ Siyue Teng ⋅ Changqi Wang ⋅ Fan Zhang ⋅ Nantheera Anantrasirichai ⋅ Jui-Chiu Chiang ⋅ Wen-Hsiao Peng ⋅ David Bull
[ OpenReview] 
Poster
None
SudoBench: A Contextual Authorization Benchmark for LLM Agents
Vincent Siu ⋅ Tianneng Shi ⋅ Shangding Gu ⋅ Zhun Wang ⋅ Dawn Song ⋅ Chenguang Wang
[ OpenReview] 
Poster
None
Improved Sample Complexity for Markov Games via Variance-Aware Bandit Learning
Hanbin Zhou ⋅ Canzhe Zhao ⋅ Shuai Li
[ OpenReview] 
Poster
None
ViewSAM: Learning View-aware Semantics for Weakly Supervised Cross-view Referring Multi-Object Tracking
Jiawei Ge ⋅ Xintian Zhang ⋅ Jiuxin Cao ⋅ Bo Liu ⋅ Fabian Deuser ⋅ Chang Liu ⋅ Gong Wenkang ⋅ Siyou Li ⋅ Juexi Shao ⋅ Wenqing Wu ⋅ Chen Feng ⋅ Ioannis Patras
[ OpenReview] 
Poster
None
No Free Best-of-Both-Worlds Learning in Repeated Bilateral Trade
Yutian Cheng ⋅ Canzhe Zhao ⋅ Jingye Zhao ⋅ Shuai Li
[ OpenReview] 
Poster
None
Consistent One-vs-All Losses Robust to Misspecification of the Weak Label Transition Model
Chi Cui ⋅ Hei Victor Cheng ⋅ Jesús Cid-Sueiro
[ OpenReview] 
Poster
None
HypMoE-ReID: Hyperspherical Mixture-of-Experts for Large Scale Person Re-Identification
Kunlun Xu ⋅ Haotong Cheng ⋅ Yufei Guo ⋅ Jiahuan Zhou
[ OpenReview] 
Poster
None
Causal Representation Learning for Generalisable Recommendation
Yorgos Felekis ⋅ Michael O'Riordan ⋅ Oriol Corcoll Andreu ⋅ Ciarán Lee
[ OpenReview] 
Poster
None
PIU-CR: Physics-Informed Deep Unfolding Network with SAR-Optical Image Fusion for Cloud Removal
Gengque Fan ⋅ Han Xu ⋅ Junxi Li ⋅ Hao Zhang ⋅ Guangcan Liu ⋅ Jiayi Ma
[ OpenReview] 
Poster
None
Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation
Yifan Xie ⋅ YuAn Wang ⋅ Guangyu Chen ⋅ Jinkun Liu ⋅ Yu Sun ⋅ Wenbo Ding
[ OpenReview] 
Poster
None
Reference-Guided Training: Adaptive Gradient Scaling via Per-Sample Loss Comparisons
Israel R Soares ⋅ Pedro Benedetti ⋅ Thanda Shwe ⋅ Israel Mendonca ⋅ Masayoshi Aritsugi
[ OpenReview] 
Poster
None
CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging
Shiyang Li ⋅ Haoyang Chen ⋅ Mattia Fazzini ⋅ Caiwen Ding
[ OpenReview] 
Poster
None
Velocity-Space 3D Asset Editing
Hao Liu ⋅ yuxuan lin ⋅ jingfeng Guo ⋅ Ruihang Chu ⋅ junjie wang ⋅ Ruotong Li ⋅ Yujiu Yang
[ OpenReview] 
Poster
None
Differentiable Range-Partition Entropy for Entropy-Sensitive Geometric Algorithms
Ibne F Shihab ⋅ Sanjeda Akter ⋅ Anuj Sharma
[ OpenReview] 
Poster
None
Sparsifying Correlation Clustering: Edge Coresets, Triangle Witnesses, and Observation Lower Bounds
Ibne F Shihab ⋅ Sanjeda Akter ⋅ Anuj Sharma
[ OpenReview] 
Poster
None
Coverage-Based Calibration for Post-Training Quantization via Weighted Maximum Coverage over Outlier Channels
Ibne F Shihab ⋅ Sanjeda Akter ⋅ Anuj Sharma
[ OpenReview] 
Poster
None
MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing
Bangbang Zhou ⋅ Hangdi Xing ⋅ Yifan Chen ⋅ Jianjun Xu ⋅ Qi Zheng ⋅ Feiyu Gao ⋅ Zhibo Yang ⋅ Shuai Bai ⋅ Ming Yan ⋅ Jieping Ye ⋅ Hongtao Xie
[ OpenReview] 
Poster
None
Beyond the Grid: Continuous Dictionary Pursuit for Interpretable Signal Decomposition
Nick Janssen ⋅ Melanie Schaller ⋅ Bodo Rosenhahn
[ OpenReview] 
Poster
None
Exploration as Constrained Policy-Space Optimization
Victor Azad
[ OpenReview] 
Poster
None
Jaguar: Fast Private CNN Inference with Power-of-Two Homomorphic Arithmetic
Yewon Jeong ⋅ Nayoung Jung ⋅ Hyeri Roh ⋅ Woo-Seok Choi
[ OpenReview] 
Poster
None
Muon Does Not Converge on Convex Lipschitz Functions
Tetiana Parshakova ⋅ Ahmed Khaled ⋅ Michael Crawshaw ⋅ Guillaume Garrigos ⋅ Robert Gower
[ OpenReview] 
Poster
None
ProSearch: Benchmarking Multi-Constraint Protocol Retrieval in Experimental Science
Wenliang Liang ⋅ Zhiyuan Ning ⋅ Haolin Chen ⋅ Yuanchun Zhou ⋅ Wenjuan Cui ⋅ Yi Du
[ OpenReview] 
Poster
None
OWCE: Revealing Language Model Complementarity via Online Weakness-Conditioned Evaluation
Hankyul Baek ⋅ Jaewon Noh ⋅ Sang Seo ⋅ Sungpil Shin ⋅ Yongsu Kim
[ OpenReview] 
Poster
None
Global Optimality for Constrained Exploration via Penalty Regularization
Florian Wolf ⋅ Ilyas Fatkhullin ⋅ Niao He
[ OpenReview] 
Poster
None
SteerCast: Retrieval-Based Latent Steering for Decoder-Only Time Series Forecasting
Van Dai Do ⋅ Huu H Nguyen ⋅ Minh H Nguyen ⋅ Thai Hung Le
[ OpenReview] 
Poster
None
Select-then-differentiate: Solving Bilevel Optimization with Manifold Lower-level Solution Sets
Saeed Masiha ⋅ Zebang Shen ⋅ Negar Kiyavash ⋅ Niao He
[ OpenReview] 
Poster
None
Decoupled Safety Control: A Safety-Control Algorithm for Training-Free Safety Guidance
Huilin Zhou ⋅ Ruoxi Cheng ⋅ Yuhang Wang ⋅ Yuming Liu ⋅ Minghao Sun ⋅ Ruolong Ma ⋅ Lan Zhang
[ OpenReview] 
Poster
None
Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language Models
Thai Hung Le ⋅ Van Dai Do ⋅ Dung Nguyen ⋅ Svetha Venkatesh
Poster
None
How Much is Left? LLMs Linearly Encode Their Remaining Output Length
Mohamed Amine Merzouk ⋅ Dmitri Carpov ⋅ Mirko Bronzi ⋅ Damiano Fornasiere ⋅ Adam Oberman
[ OpenReview] 
Poster
None
Modeling quantum neural network gradient with reinforcement learning
Nhan T Luu ⋅ Trung D Luu ⋅ Pham N Nam ⋅ Truong C Thang
[ OpenReview] 
Poster
None
The Pareto Frontier of Randomized Learning-Augmented Online Bidding
Mathis Degryse ⋅ Imrane Zaakour ⋅ Christoph Dürr ⋅ Spyros Angelopoulos
[ OpenReview] 
Poster
None
SynMQG: Disentanglement and Mutual-Information Optimization for Synergistic Multi-modal Question Generation
Junjie Zhang ⋅ ShengYong Ding ⋅ Shuangyin Li
[ OpenReview] 
Poster
None
Learning When to Stop: Selective Imitation Learning Under Arbitrary Dynamics Shift
Surbhi Goel ⋅ Jonathan Pei ⋅ James Wang
[ OpenReview] 
Poster
None
Learning Data-free Universal Adversarial Perturbation with Hybrid Priors and Gradient-Guided Sharpness Regularization
Zhi Tan ⋅ Jiazheng Cui ⋅ Wenwen Zhang ⋅ Yiran Liu ⋅ Guodong Liu ⋅ Chris Ding ⋅ Di Ming
[ OpenReview] 
Poster
None
What should post-training optimize? A test-time scaling law perspective
Muheng Li ⋅ Jian Qian ⋅ Wenlong Mou
[ OpenReview] 
Poster
None
Beyond Spatial-Domain Supervision: A Relation Constrained Space for Multi-Modal Image Fusion
Zeyu Wang ⋅ Mingyu Ge ⋅ Haiyu Song ⋅ Haoran Duan
[ OpenReview] 
Poster
None
Symplectic Normal Coordinates Flow for Generative Modeling of Hamiltonian Systems
Christopher M Pierce
[ OpenReview] 
Poster
None
EmpathyChat: Structured Cognitive Reasoning in Empathetic Spoken Dialogue
Dingdong WANG ⋅ Shujie LIU ⋅ Jinyu Li ⋅ Yuxuan Hu ⋅ Yayue Deng ⋅ Yunrui Cai ⋅ Jincenzi Wu ⋅ Jianwei Yu ⋅ Helen Meng
[ OpenReview] 
Poster
None
SafePro: Generation of Safe and Functional Proteins via Cross-Task Conflict-Aware Alignment
Chongyang Gao ⋅ Marco Postiglione ⋅ Venkatramanan Subrahmanian
[ OpenReview] 
Poster
None
When Integral Meets Decomposition: A Signal-Level Self-Supervised Feature Decompose Paradigm for Multi-Modal Image Fusion
Zeyu Wang ⋅ Jiayu Wang ⋅ Haiyu Song ⋅ Haoran Duan
[ OpenReview] 
Poster
None
Predicting and improving test-time scaling laws via reward tail-guided search
Muheng Li ⋅ Jian Qian ⋅ Wenlong Mou
[ OpenReview] 
Poster
None
DARLING: Detection Augmented Reinforcement Learning with Non-Stationary Guarantees
Argyrios Gerogiannis ⋅ Yu-Han Huang ⋅ Venugopal Veeravalli
[ OpenReview] 
Poster
None
Aligning Language Model Benchmarks with Pairwise Preferences
Marco Gutierrez ⋅ Xinyi Leng ⋅ Hannah Chen ⋅ Jonathan Richard Schwarz ⋅ Ahmed Alaa ⋅ Tom Hartvigsen
[ OpenReview] 
Poster
None
Geometry Matters in Packed 3D Attention
Amil Khan ⋅ Anantajit Subrahmanya ⋅ B.S. Manjunath
[ OpenReview] 
Poster
None
PhysTacGen: Physics-Aware Visual-Tactile Sensor Image Generation
Guo Tang ⋅ Yongtao Wang
[ OpenReview] 
Poster
None
Adaptively Incorporating Directional Hints into Zeroth-Order Optimization
Alexander Ryabchenko ⋅ Jian Qian ⋅ Wenlong Mou
[ OpenReview] 
Poster
None
Online Imitation Learning for Stabilizing Vlasov--Poisson Plasmas
Xiaofan Xia ⋅ Qin Li ⋅ Wenlong Mou
[ OpenReview] 
Poster
None
Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models
Xingyu Dang ⋅ Rohit Agarwal ⋅ Rodrigo Porto ⋅ Anirudh Goyal ⋅ Liam H Fowl ⋅ Sanjeev Arora
[ OpenReview] 
Poster
None
InfoFlow: A Framework for Multi-Layer Transformer Analysis
Penghao Yu ⋅ Haotian Jiang ⋅ Zeyu Bao ⋅ Qianxiao Li
[ OpenReview] 
Poster
None
Mitigating Retaliatory Algorithmic Collusion in Repeated Games
Karthik Sivachandran ⋅ Rohan Paleja
[ OpenReview] 
Poster
None
Differentiable Belief-based Opponent Shaping
Aarav G Sane ⋅ Karthik Sivachandran ⋅ Rohan Paleja
[ OpenReview] 
Poster
None
Diagnosing and Correcting Bias in MLLM for Long Video Understanding
Xusheng Liang ⋅ Jianqiao Sun ⋅ Hao Zhang ⋅ Yulei Niu ⋅ Hengshuang Zhao ⋅ Jiawei Ma
[ OpenReview] 
Poster
None
PGSB: Pretrained-Guided Shared Basis for LoRA Model Merging
Muqing Liu ⋅ Chongjie Si ⋅ Zhuoya Liu ⋅ Yuheng Jia
[ OpenReview] 
Poster
None
Harnessing Agentic Evolution
Jiayi Zhang ⋅ Yongfeng Gu ⋅ Jianhao Ruan ⋅ Maojia Song ⋅ Yiran Peng ⋅ Zhiguang Han ⋅ Jinyu Xiang ⋅ Zhitao Wang ⋅ Caiyin Yang ⋅ Bang Liu ⋅ Chenglin Wu ⋅ Yuyu Luo
[ OpenReview] 
Poster
None
BiHashFormer: Hash-Driven Dual-Branch Transformer for Efficient Object Detection in HRW Shots
Jingchen Huang ⋅ Wenxi Li ⋅ Chenyang Lyu ⋅ Moran Liu ⋅ Haozhe Lin ⋅ Yuchen Guo
[ OpenReview] 
Poster
None
Exploring Starts Are Not Enough: Counterexamples and a Fix for Monte Carlo Exploring Starts
Octave Oliviers ⋅ Glenn Vinnicombe
[ OpenReview] 
Poster
None
When Simulation Lies: A Sim-to-Real Benchmark and Domain-Randomized RL Recipe for Tool-Use Agents
Xiaolin Zhou ⋅ Aojie Yuan ⋅ Zheng Luo ⋅ Zipeng Ling ⋅ Xixiao Pan ⋅ Yicheng Gao ⋅ Haiyue Zhang ⋅ Jiate Li ⋅ Shuli Jiang ⋅ Prince Z Wang ⋅ Zixuan Zhu ⋅ Jinbo Liu ⋅ Ryan Rossi ⋅ Hua Wei ⋅ Xiyang Hu
[ OpenReview] 
Poster
None
Concept-Aware Wasserstein Routing with Vision-Language Guidance for Few-Shot WSI Classification
Ankit Kumar ⋅ Shounak Das ⋅ Sandeep Kumar ⋅ Kaustubh Atey ⋅ Amit Sethi
[ OpenReview] 
Poster
None
Why Decoding Sharpens Without Resolving: Lock-in and Confusion in Autoregressive Reasoning
Nan Zhang ⋅ Heng Xu
[ OpenReview] 
Poster
None
CASL: Concept-Aligned Sparse Latents for Interpreting Diffusion Models
Zhenghao He ⋅ Guangzhi Xiong ⋅ Boyang Wang ⋅ Sanchit Sinha ⋅ Aidong Zhang
[ OpenReview] 
Poster
None
Distilling Sequential Computation in Transformer Language Models
Zixuan Lan ⋅ Jessica Yang ⋅ Yanhong Li ⋅ Karen Livescu ⋅ Jiawei Zhou
[ OpenReview] 
Poster
None
Capturing In-Context Learning Dynamics with Task Operators
Guangzhi Xiong ⋅ Zhenghao He ⋅ Bohan Liu ⋅ Sanchit Sinha ⋅ Wenqian Ye ⋅ Aidong Zhang
[ OpenReview] 
Poster
None
Merging RLVR-Trained Experts via Policy-Shift-Guided Spectral Alignment
Geeho Kim ⋅ MINSIK CHOI ⋅ Kyle Min ⋅ Young Geun Kim ⋅ Bohyung Han
[ OpenReview] 
Poster
None
Never Stop Learning: Test-Time Reinforcement Learning for Vision-Language-Action Models
Xinying Yi ⋅ Jingjing Jiang ⋅ Chao Ma
[ OpenReview] 
Poster
None
Transfer Learning Through Conditional Quantile Matching
Yikun Zhang ⋅ Steven Wilkins-Reeves ⋅ Wesley Lee ⋅ Aude Hofleitner
[ OpenReview] 
Poster
None
Contrast encodes inductive bias: separating slow noise from dynamics in predictive representation learning
Paarth Gulati ⋅ Ilya Nemenman
[ OpenReview] 
Poster
None
Recon: Reconstruction-Guided Reasoning Synthesis for User Modeling
Alan Zhu ⋅ Mihran Miroyan ⋅ Carolyn Wang ⋅ Andrew Zhou ⋅ Lisa Dunlap ⋅ Narges Norouzi ⋅ Joseph Gonzalez
[ OpenReview] 
Poster
None
Class Adaptive Conformal Training
Badr-Eddine Marani ⋅ Julio Silva-Rodríguez ⋅ Ismail Ayed ⋅ Maria Vakalopoulou ⋅ Stergios Christodoulidis ⋅ Jose Dolz
[ OpenReview] 
Poster
None
When Does Interaction Help? Representational Tradeoffs in Value-Based Imitation Learning
Luca Viano ⋅ Antoine Moulin ⋅ Audrey Huang ⋅ Volkan Cevher ⋅ Philip Amortila ⋅ Dylan J Foster
[ OpenReview] 
Poster
None
Same Concept, Different Directions: Cross-Modal Feature Heterogeneity in Sparse Autoencoders
Chungpa Lee ⋅ Jihoon Kwon ⋅ Kyle Min ⋅ Jy-yong Sohn
[ OpenReview] 
Poster
None
Performative Prediction with Selective Labels
Giovani Valdrighi ⋅ Isabel Valera ⋅ Marcos M. Raimundo
[ OpenReview] 
Poster
None
Large Language Models Enhanced Covariate-adjusted Response-adaptive Randomization Design
Yanping Li ⋅ Xinrui Ruan ⋅ Jingshen Wang ⋅ Waverly Wei
[ OpenReview] 
Poster
None
Prune, Don’t Rebuild: Efficiently Tuning $\alpha$-Reachable Graphs for Nearest Neighbor Search
Zachary Ives ⋅ Jiaming Liang ⋅ Ashwin Padaki ⋅ Erik Waingarten ⋅ Tian Zhang
[ OpenReview] 
Poster
None
HESTIA: A Hessian-Guided Differentiable Quantization-Aware Training Framework for Extremely Low-Bit LLMs
Guoan Wang ⋅ Feiyu Wang ⋅ Zongwei Lv ⋅ Yikun Zong ⋅ Zhewen Tan ⋅ Tong Yang
[ OpenReview] 
Poster
None
Finding Interpretable Prompt-Specific Circuits in Language Models
Gabriel Franco ⋅ Lucas M Tassis ⋅ Azalea Rohr ⋅ Mark Crovella
[ OpenReview] 
Poster
None
SAGE: Scalable Automated Robustness Augmentation for LLM Knowledge Evaluation
Xiaoyuan Li ⋅ Yuzhe Wang ⋅ Moxin Li ⋅ Keqin Bao ⋅ Rui Men ⋅ Yichang Zhang ⋅ Dayiheng Liu ⋅ Wenjie Wang ⋅ Fuli Feng
[ OpenReview] 
Poster
None
ClinMAS: A Knowledge-Grounded Multi-Agent Simulation Framework for Evaluating Clinical Reasoning in LLMs
Yuqi Tang ⋅ Jing Yu ⋅ Zichang Su ⋅ Kehua Feng ⋅ Zhihui Zhu ⋅ Libin Wang ⋅ Lei Liang ⋅ Qiang Zhang ⋅ Keyan Ding ⋅ Huajun Chen
[ OpenReview] 
Poster
None
Hawkeye: Hardware-Aware GPU Kernel Optimization with Minimal Supervision
Arya Tschand ⋅ Kesavan Ramakrishnan ⋅ Alexander Ingare ⋅ Simon Guo ⋅ Jeffrey Ma ⋅ Zishen Wan ⋅ Simran Arora ⋅ Azalia Mirhoseini ⋅ Vijay Janapa Reddi
[ OpenReview] 
Poster
None
Learning-Augmented Streaming Algorithms for Approximating Boolean Max-CSPs
Yinhao Dong ⋅ Pan Peng ⋅ Ali Vakilian ⋅ Santhoshini Velusamy ⋅ Xiaoyang Xu
[ OpenReview] 
Poster
None
Backbone-Equated Diffusion OOD via Sparse Internal Snapshots
Rouzoumka Y Alexis ⋅ Jean Pinsolle ⋅ Eugénie TERREAUX ⋅ Christèle Morisseau ⋅ Jean-Philippe Ovarlez ⋅ Chengfang Ren
[ OpenReview] 
Poster
None
Correlating Cross-Iteration Noise for DP-SGD using Model Curvature
Xin Gu ⋅ Yingtai Xiao ⋅ Guanlin He ⋅ Jiamu Bai ⋅ Daniel Kifer ⋅ Kiwan Maeng
[ OpenReview] 
Poster
None
Steering Fields: Adaptive Vector Fields for Safe Image Generation and Beyond
Simone Facchiano ⋅ Jan Eric Lenssen ⋅ Bernt Schiele ⋅ Wolfgang Stammer ⋅ Fabio Galasso ⋅ Jonas Fischer
[ OpenReview] 
Poster
None
SpatialVAM: Spatial-Aware Multi-View Video Diffusion as a Data-Efficient Robot Policy
Peiyan Li ⋅ Yixiang Chen ⋅ Yuan Xu ⋅ Jiabing Yang ⋅ Xiangnan Wu ⋅ Jun Guo ⋅ Nan Sun ⋅ Long Qian ⋅ Xinghang Li ⋅ Xin Xiao ⋅ Minghui Zhang ⋅ Jing Liu ⋅ Nianfeng Liu ⋅ Tao Kong ⋅ Yan Huang ⋅ Liang Wang
[ OpenReview] 
Poster
None
On Computing Diverse Solutions in the Earth Movers Distance
Aritra Banik ⋅ Mayank Goswami ⋅ Abhishek Sahu
[ OpenReview] 
Poster
None
PuppetGait: Generalizing Gait Recognition via 3D Body-Aligned LVM Features
成伟 叶 ⋅ Dingqiang Ye ⋅ Chuanfu Shen ⋅ Zirui Zhou ⋅ Chao Fan ⋅ Shuaijun Jiang ⋅ Vishal Patel ⋅ Shiqi Yu
[ OpenReview] 
Poster
None
E-GEO: A Testbed for Generative Engine Optimization in E-Commerce
Puneet S Bagga ⋅ Vivek Farias ⋅ Tamar Korkotashvili ⋅ Tianyi Peng ⋅ Yuhang Wu
[ OpenReview] 
Poster
None
HoTS: Homophily-Aware Temperature Scaling for Graph Neural Network Calibration
Inwoo Tae ⋅ Yoontae Hwang ⋅ Yongjae Lee
[ OpenReview] 
Poster
None
FacEDiT: Talking Head Video Editing via Facial Motion Infilling
Kim Sung-Bin ⋅ Joohyun Chang ⋅ David Harwath ⋅ Tae-Hyun Oh
[ OpenReview] 
Poster
None
Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-visual LLMs
Kim Sung-Bin ⋅ Lee Jung-Mok ⋅ Jinwoo Jung ⋅ Oh Hyun-Bin ⋅ Hyeonggon Ryu ⋅ David Harwath ⋅ Tae-Hyun Oh
[ OpenReview] 
Poster
None
Safeguarding Mutual Correction in Source-Free Domain Adaptation via Cut Statistics
Seongjun Lee ⋅ Changhee Lee
[ OpenReview] 
Poster
None
STEP: Learning STructured Embeddings for Progressive Time Series
Lucas Thil ⋅ Jesse Read ⋅ Rim Kaddah ⋅ Guillaume Doquet
[ OpenReview] 
Poster
None
Localizing Input Uncertainty Quantification for Large Language Models via Shapley Values
Seongjun Lee ⋅ Suwan Yoon ⋅ Changhee Lee
[ OpenReview] 
Poster
None
AMPS: Adaptive Modality Preference Steering via Functional Entropy
Zihan Huang ⋅ Xintong Li ⋅ Rohan Surana ⋅ Tong Yu ⋅ Rui Wang ⋅ Julian McAuley ⋅ Jingbo Shang ⋅ Junda Wu
[ OpenReview] 
Poster
None
The Geometry of Agent Skills: Non-Commutative Composition in Representation Space
Junda Wu ⋅ Yifan Wang ⋅ Zihan Huang ⋅ Xunyi Jiang ⋅ Sheldon Yu ⋅ Rohan Surana ⋅ Lina Yao ⋅ Julian McAuley ⋅ Tong Yu
[ OpenReview] 
Poster
None
RescueBench: Can Embodied Agents Save Lives in the Wild?
Kui Wu ⋅ Beiyu Guo ⋅ Hao Chen ⋅ Shuhang Xu ⋅ Yuling Li ⋅ Yongdan Zeng ⋅ Zhoujun Li ⋅ Yizhou Wang ⋅ Fangwei Zhong
[ OpenReview] 
Poster
None
Useful Memories Become Faulty When Continuously Updated by LLMs
Dylan Zhang ⋅ Yanshan Lin ⋅ Zhengkun Wu ⋅ Yihang Sun ⋅ Bingxuan Li ⋅ Dianqi Li ⋅ Hao Peng
[ OpenReview] 
Poster
None
Multi-step Consistency Models: A Complete Error Theory and Optimal Step Selection
Yanshu Wang ⋅ Rui Liu ⋅ Tong Yang
[ OpenReview] 
Poster
None
ManipulationRAG: Retrieval-Augmented Fine-Grained Manipulation of Object Functional Parts
Xiaoyun Chang ⋅ ZiJun Zhang ⋅ Jie Chen ⋅ Xiaopeng Wen ⋅ Xiangbo Lin ⋅ Xiaohong Ma ⋅ yi sun
[ OpenReview] 
Poster
None
From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features
Juliette Murris ⋅ Bernadette J Stolz ⋅ Karsten Borgwardt
[ OpenReview] 
Poster
None
A Memory Efficient Unified Algorithm for Online Learning of Linear Dynamical Systems
Yuval Ran-Milo ⋅ Angelos Assos ⋅ Elad Hazan
[ OpenReview] 
Poster
None
Calibrating Generative Models to Feature Distributions with MMD Finetuning
Nathaniel L Diamant ⋅ Brian L Trippe
[ OpenReview] 
Poster
None
Reasoning Pathologies in Large Language Models: A Diagnostic Perspective
Rohan Surana ⋅ Junda Wu ⋅ Sheldon Yu ⋅ Gagan Mundada ⋅ Xunyi Jiang ⋅ Zihan Huang ⋅ Ryan Rossi ⋅ Julian McAuley ⋅ Tong Yu
[ OpenReview] 
Poster
None
Towards Matrix-Parallel and Feature-Scalable 3D Gaussian Splatting Rendering on GPUs
Yangming Zhang ⋅ Siyi Wu ⋅ Jian Wang ⋅ Bingzhe Li ⋅ Wei Niu ⋅ Sheng Di ⋅ Ming Li ⋅ Miao Yin
[ OpenReview] 
Poster
None
Unbiased First-Order Randomized Smoothing for Differentiable Simulation
Mathis SCHEFFLER ⋅ Wilson Jallet ⋅ Cordelia Schmid ⋅ Justin Carpentier
[ OpenReview] 
Poster
None
Fisher-Glass: Tail Sample Complexity from Nuisance-Projected Fisher Information
El M Mansouri
[ OpenReview] 
Poster
None
CHARM+: Cross-Hardware Attention with Re-Merge Multistream Mechanism
Xinhang Zhang ⋅ boning zhang ⋅ Chengchun Liu ⋅ Chunpu Li ⋅ Lei Sun ⋅ Weifeng Zhang ⋅ Limin Xiao
[ OpenReview] 
Poster
None
Evaluating an Evaluation: Membership Inference Attacks as Machine Unlearning Diagnostics
Umid Suleymanov ⋅ Laman Aliyeva ⋅ Nihat Abdullayev ⋅ Saida Zarbiyeva ⋅ Murat Kantarcioglu
[ OpenReview] 
Poster
None
Graph Learning from Label Proportions using Topology-Aware Pseudo Labeling and Aggregation
Yufei Jin ⋅ Jiajun Shen ⋅ Yi He ⋅ Xingquan Zhu
[ OpenReview] 
Poster
None
GitInject: Real-World Prompt Injection Attacks in AI-Powered CI/CD Pipelines
Jafar Isbarov ⋅ Umid Suleymanov ⋅ I Shumailov ⋅ Murat Kantarcioglu
[ OpenReview] 
Poster
None
Prism Attention: Proposal-Refined Index Sharing Mechanism for Efficient LLMs Inference
Zhenxu Tian ⋅ Kebin Liu ⋅ Zhengwu Yang ⋅ Yi Su ⋅ Qingqing Dang ⋅ Kaipeng Deng ⋅ Yanlin Sha ⋅ Yanjun Ma ⋅ Dianhai Yu ⋅ Juntao Li ⋅ Min zhang
[ OpenReview] 
Poster
None
End-to-End Verification of Neuro-symbolic Automata via Contrastive Logit-Gaps
Abdelrahman Hekal ⋅ Vasileios Manginas ⋅ Nikolaos Manginas ⋅ Alessio Lomuscio
[ OpenReview] 
Poster
None
Optimal Recalibration of an Online Predictor
Lunjia Hu ⋅ Kevin Tian ⋅ Chutong Yang
[ OpenReview] 
Poster
None
Testable and Actionable Calibration for Full Swap Regret
Konstantina Bairaktari ⋅ Lunjia Hu ⋅ Huy Nguyen ⋅ Jonathan Ullman
[ OpenReview] 
Poster
None
Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference
Quantong Qiu ⋅ Zhiyi Hong ⋅ Yi Yang ⋅ Haitian Wang ⋅ Kebin Liu ⋅ Qingqing Dang ⋅ Juntao Li ⋅ Min zhang
[ OpenReview] 
Poster
None
GramStatTexNet: Efficient, Interpretable, and Neuro-Inspired Texture Analysis-by-Synthesis
Vasha DuTell ⋅ Zeyu Yun ⋅ Anne Harrington ⋅ Yuan Sheng Fang ⋅ Mark Hamilton ⋅ Christian Koevesdi ⋅ Edward Adelson ⋅ Bill Freeman ⋅ Ruth Rosenholtz
[ OpenReview] 
Poster
None
Language Models Demand New Computer Science
Chang Yang ⋅ Xinrun Wang ⋅ Shuxin Li ⋅ Qinggang Zhang ⋅ Huachi Zhou ⋅ Zhuoyi Lin ⋅ Bo Li ⋅ Xiao Huang
[ OpenReview] 
Poster
None
A Reduction from Delayed to Immediate Feedback for Online Convex Optimization with Improved Guarantees
Alexander Ryabchenko ⋅ Idan Attias ⋅ Dan Roy
[ OpenReview] 
Poster
None
New Coresets for Fair Clustering
Xuan Wu ⋅ Chansophea W In ⋅ Yi Li
[ OpenReview] 
Poster
None
Capacity-Constrained Online Convex Optimization with Delayed Feedback
Alexander Ryabchenko ⋅ Idan Attias ⋅ Dan Roy
[ OpenReview] 
Poster
None
GLINT: Sparsely Gated Vision-Language Alignment for Fine-Grained Radiology Representations
Jonggwon Park ⋅ Seongeun Lee ⋅ Junhyun Park ⋅ Hannah Yun ⋅ Hyunwoong Kim ⋅ Sohyun Jeong ⋅ Hyewon Kang ⋅ Byungmu Yoon ⋅ Kyoyun Choi
[ OpenReview] 
Poster
None
Momentum Smooths the Path to Gradient Equilibrium
João Vitor Romano ⋅ Margaux Zaffran ⋅ Ryan Tibshirani
[ OpenReview] 
Poster
None
Inner Product Aware Quantization: Provably Fast, Accurate, and Adaptive Algorithms
Nathan White ⋅ Krish Singal
[ OpenReview] 
Poster
None
Panoptic Saliency Ranking
Zhenyu Wu ⋅ Min Li ⋅ Chong Ma ⋅ Xun Gong ⋅ Wei Wang ⋅ Chenglizhao Chen ⋅ Aimin Hao ⋅ Shuo Li
[ OpenReview] 
Poster
None
Diffusion-Enhanced GFlowNet for Solving Vehicle Routing Problems
Ni Zhang ⋅ Zhiqin Zhang ⋅ Ling Pan ⋅ Hoong Chuin Lau ⋅ Zhiguang Cao
[ OpenReview] 
Poster
None
WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes
Jichen Hu ⋅ Jiawei Guo ⋅ Jiazhong Cen ⋅ Chen Yang ⋅ Sikuang Li ⋅ Wei Shen
[ OpenReview] 
Poster
None
Train the Agent, Not the Expert: Learning to Harness Heterogeneous Experts for Multi-Turn Visual Reasoning
Yaowu Fan ⋅ Tao Han ⋅ Dazhao Du ⋅ Jinhua Ma ⋅ Jia Wan
[ OpenReview] 
Poster
None
BlendCast: Teaching Vision-Language Model to Anticipate Member Skill in Weather Ensembles
Tao Han ⋅ Fenghua Ling ⋅ Dazhao Du ⋅ Haoxi Li ⋅ Zhibin Wen ⋅ Guangtao Zhang ⋅ Song Guo ⋅ LEI BAI
[ OpenReview] 
Poster
None
A Frank-Wolfe Approach to Goldstein Stationarity
Swati Padmanabhan ⋅ Zitao Song ⋅ Zhe Zhang
[ OpenReview] 
Poster
None
How to Interpret Agent Behavior
Sophia Gao ⋅ Kaiser Sun ⋅ Jen-Tse Huang ⋅ Katherine Van Koevering ⋅ Sijie Ji ⋅ Heyuan Huang ⋅ Weiyan Shi ⋅ Zhuoran Lu ⋅ Ziang Xiao ⋅ Daniel Khashabi ⋅ Mark Dredze
[ OpenReview] 
Poster
None
Decentralized Ranking Aggregation via Gossip: Convergence and Robustness
Kerrian Le Caillec ⋅ Anna van Elst ⋅ Igor Colin ⋅ Stephan Clémençon
[ OpenReview] 
Poster
None
Seq-LoRA: Sequential Bayesian Low-Rank Adaptation for Large Language Models
Boming Chen ⋅ Xiaojing Wang
[ OpenReview] 
Poster
None
Not All Tasks Quantize Equally: Fisher-Guided Quantization for Visual Geometry Transformer
Yipu Zhang ⋅ Jintao Cheng ⋅ Weilun Feng ⋅ Jiehao Luo ⋅ Chuanguang Yang ⋅ Zhulin An ⋅ Yongjun Xu ⋅ Wei Zhang
[ OpenReview] 
Poster
None
Not Another Text Benchmark: Putting the “Visual" Back in Visual Question Answering for Large Video Models
Rwiddhi Chakraborty ⋅ Yinong O Wang ⋅ Cheng Zhang ⋅ Fan Bai ⋅ Zhuoran Yu ⋅ Michael Kampffmeyer ⋅ Yong Jae Lee ⋅ Fernando D De la Torre ⋅ Robert Jenssen
[ OpenReview] 
Poster
None
Differentiable Cluster Discovery in Temporal Graphs
Hafizur Rahman ⋅ Chi-Guhn Lee
Poster
None
$\epsilon$-Good Action Identification in Fixed-Budget Monte Carlo Tree Search
Yinan Li ⋅ Ngo Tuan Nguyen ⋅ Kwang-Sung Jun
[ OpenReview] 
Poster
None
AutoformBot: Formalizing Mathematics at Scale
Ahmad Rammal ⋅ Niket Patel ⋅ Fabian Gloeckle ⋅ Amaury Hayat ⋅ Julia Kempe ⋅ Remi Munos ⋅ Charles Arnal ⋅ Vivien Cabannes
[ OpenReview] 
Poster
None
Fast and Stable Gradient Approximation for Bilinear Forms of Hermitian Matrix Functions
Navjot Singh ⋅ Kipton Barros ⋅ Sherry Li
[ OpenReview] 
Poster
None
OpenClawBench: Benchmarking Process-side Anomalies in Real-world Agent Execution Trajectories
Yibing Liu ⋅ Yangze Liu ⋅ Xiao-Long Yin ⋅ Bin Wang ⋅ Chong Zhang ⋅ Hao Yin ⋅ Zhongyi Han
[ OpenReview] 
Poster
None
Long-Horizon Agency Belongs in the Harness, Not the Context Window Only
Yi Han ⋅ YUANYUAN XU ⋅ jusheng zhang ⋅ Wenhao Wang
[ OpenReview] 
Poster
None
OpenView: Empowering MLLMs with Out-of-view VQA
Qixiang Chen ⋅ Cheng Zhang ⋅ Chi-Wing Fu ⋅ Jingwen Ye ⋅ Jianfei Cai
[ OpenReview] 
Poster
None
Asymmetric Scaling Laws from Sparse Features
John Sous ⋅ Michael Winer
[ OpenReview] 
Poster
None
TRIM: A Theory of Retrieval with Incremental Memory -- Defect, Benefit, and Critical Horizon
Hiroyuki Kasai
[ OpenReview] 
Poster
None
Canonical Predictive Quotients: A Theory of Prediction under Hidden Predictive State Uncertainty with ICL Implications
Hiroyuki Kasai
[ OpenReview] 
Poster
None
SyncLight: Single-Edit Multi-View Relighting
David Serrano-Lozano ⋅ Anand Bhattad ⋅ Luis Herranz ⋅ Jean-Francois Lalonde ⋅ Javier Vazquez-Corral
[ OpenReview] 
Poster
None
GLUT: 3D Gaussian Lookup Table for Continuous Color Transformation
Danna Xue ⋅ David Serrano-Lozano ⋅ Shaolin Su ⋅ Javier Vazquez-Corral
[ OpenReview] 
Poster
None
Distributed-Order Fractional Spiking Neural Network
Chengjie Ge ⋅ Yufeng Peng ⋅ Qiyu Kang ⋅ Xueyang Fu ⋅ Zheng-Jun Zha
[ OpenReview] 
Poster
None
CRAFT: Causal Responsibility and Failure Tracing in Medical Vision Language Models
Chunzheng Zhu ⋅ Jiaqi Zeng ⋅ Hongbo Zhao ⋅ Yihang Chen ⋅ Yijun Wang ⋅ Jianxin Lin
[ OpenReview] 
Poster
None
Beyond Global Alignment: Structured Compositional Reasoning for Vision-Language Models
Zhoujun Ye ⋅ Yiwei Fu ⋅ Qiyun Huang ⋅ Jie Yang ⋅ Dongjie Wang ⋅ Xiao Luo
[ OpenReview] 
Poster
None
ShadowTransfer: A Geographic Transfer Benchmark for Overhead Shadow Detection
Shagun Mittal ⋅ Raymond A. Yeh ⋅ Satish Ukkusuri
[ OpenReview] 
Poster
None
Beyond Node Sequences: Relational Diffusion for Unified Graph Learning
Xianan Wang ⋅ Wenji Hu ⋅ Chunyu Wei ⋅ Yueguo Chen
[ OpenReview] 
Poster
None
AdaTree: Serving-Aware Adaptive Tree Construction for Speculative Decoding
Soohyun Cha ⋅ Jungi Lee ⋅ Jaewoong Sim
[ OpenReview] 
Poster
None
A Statistical Theory of Gated Attention through the Lens of Hierarchical Mixture of Experts
Viet Nguyen ⋅ Thinh C Huy ⋅ Tuan M Pham ⋅ Tan Dinh ⋅ Huy Nguyen ⋅ Nhat Ho ⋅ Alessandro Rinaldo
[ OpenReview] 
Poster
None
Guiding Data Allocation for Robust Subpopulation Generalization
Zhaoying Pan ⋅ Yipei Wang ⋅ Shenyu Lu ⋅ Xiaoqian Wang
[ OpenReview] 
Poster
None
Uni-Cheb: A Basis-Agnostic Learnable Chebyshev Filter for Multimodal Spectral Modulation
Shuoqiu Duan ⋅ Jiasen Gao ⋅ Xiaoliang Chen
[ OpenReview] 
Poster
None
CODA: Rewriting Transformer Blocks as GEMM-Epilogue Programs
Han Guo ⋅ Jack Zhang ⋅ Arjun Menon ⋅ Driss Guessous ⋅ Vijay Thakkar ⋅ Yoon Kim ⋅ Tri Dao
[ OpenReview] 
Poster
None
Diffusion Model's Generalization Can Be Characterized by Inductive Biases toward a Data-Dependent Ridge Manifold
Ye He ⋅ Yitong Qiu ⋅ Molei Tao
[ OpenReview] 
Poster
None
TSB-SEG: A Systematic Time-Series Segmentation Benchmark
Félix Chavelli ⋅ Arik Ermshaus ⋅ Patrick Schäfer ⋅ Fan Yang ⋅ John Paparrizos ⋅ Paul Boniol
[ OpenReview] 
Poster
None
Trellis4D: Complex 4D Mesh Generation
Jiraphon Yenphraphai ⋅ Jianqi Chen ⋅ Jian Wang ⋅ Guocheng Qian ⋅ Sergey Tulyakov ⋅ Rameen Abdal ⋅ Raymond A. Yeh ⋅ Peter Wonka ⋅ Chaoyang Wang
[ OpenReview] 
Poster
None
DexMirror: Real-to-Sim Scene Mirroring for Sim-to-Real Dexterous Manipulation
Pu Hua ⋅ Zhecheng Yuan ⋅ Meng Chu ⋅ Peiqi Duan ⋅ Huazhe Xu
[ OpenReview] 
Poster
None
OmniSelect: Dynamic Modality-Aware Token Compression for Efficient Omni-modal Large Language Models
Morunliu Yang ⋅ Ruotao Xu ⋅ Le Li ⋅ Yue Wang ⋅ Jianxin Zhang ⋅ Siwei Feng ⋅ Peifeng Li ⋅ Yihang Lou ⋅ Juntao Li
[ OpenReview] 
Poster
None
We Should Distinguish Unlearning From Untraining
Eleni Triantafillou ⋅ Imtiaz Humayun ⋅ Mónica Ribero ⋅ Alexander Turner ⋅ Michael Mozer ⋅ Georgios Kaissis
[ OpenReview] 
Poster
None
DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization
Wenxin Tang ⋅ Wenbin Li ⋅ Junliang Liu ⋅ Jingyu Xiao ⋅ Xi Xiao ⋅ Mingzhe liu ⋅ Jinlong Yang ⋅ Xuan Liu ⋅ Yuehe Ma ⋅ Wang Luo ⋅ Qing Li ⋅ Lei Wang ⋅ Peng Xiangli
[ OpenReview] 
Poster
None
From Preference Data to Personalization: Tracing Sycophancy in Large Language Models
Claudia Shi ⋅ Himaghna Bhattacharjee ⋅ Yasha Sheynin ⋅ Shivam Singhal ⋅ Ankur Samanta ⋅ Arjun Subramonian ⋅ Julian Michael ⋅ Maximilian Nickel ⋅ Smitha Milli
[ OpenReview] 
Poster
None
REFLEX: Reflective Evolution from LLM Experience
Pan Wang
[ OpenReview] 
Poster
None
A Hierarchical Tokenization Framework for Voxel-Level fMRI Representation Learning
Karan Singh ⋅ Yue Zhao ⋅ Mohammadhassan Abbasi ⋅ Ehsan Adeli
[ OpenReview] 
Poster
None
Catch Your Breath: Adaptive Computation for Self-Paced Sequence Production
Alexandre Galashov ⋅ Matt Jones ⋅ Nan Rosemary Ke ⋅ Yuan Cao ⋅ Vaishnavh Nagarajan ⋅ Michael Mozer
[ OpenReview] 
Poster
None
Learning Sparse Compositional Functions with Norm-Constrained Neural Networks
shuo HUANG ⋅ Lorenzo Fiorito ⋅ Lorenzo Rosasco ⋅ Tomaso Poggio
[ OpenReview] 
Poster
None
A Local Geometric Analysis of Maximal Coding Rate Reduction via Error Bounds
Peng Wang ⋅ po chen ⋅ Huikang Liu ⋅ Rujun Jiang
[ OpenReview] 
Poster
None
CAM: Question Answering on Entity-Centric Videos with Continuous Extraction and Adaptive Querying
Yizhou Tian ⋅ Zizhe Chen ⋅ Shiyuan Deng ⋅ Garry YANG ⋅ Zijie Dai ⋅ Luohao Pan ⋅ Hao Lin ⋅ Peiqi Yin ⋅ Xiao Yan ⋅ James Cheng
[ OpenReview] 
Poster
None
Localize Any Object in X-Ray Security Scans without Human Annotation
Yaqi Cai ⋅ Mingxuan Liu ⋅ Lorenzo Vaquero ⋅ Ning Wang ⋅ Nan Pu ⋅ Feng Xue ⋅ Elisa Ricci ⋅ Nicu Sebe
[ OpenReview] 
Poster
None
Large-Scale Pretraining unlocks Few-Shot Prediction for Relational Data
Rishabh Ranjan ⋅ Vignesh Kothapalli ⋅ Harshvardhan Agarwal ⋅ Charilaos Kanatsoulis ⋅ Roshan Upendra ⋅ Tom Palczewski ⋅ Carlos Guestrin ⋅ Jure Leskovec
[ OpenReview] 
Poster
None
Voice "Cloning" Is Actually Style Transfer
Kaitlyn Zhou ⋅ Federico Bianchi ⋅ Martijn Bartelds ⋅ Anna Pot ⋅ Yongchan Kwon ⋅ James Zou
[ OpenReview] 
Poster
None
The Road Ahead in Autonomous Driving: The KITScenes Multimodal Dataset
Richard Schwarzkopf ⋅ Fabian Immel ⋅ Alexander Blumberg ⋅ Jonas Merkert ⋅ Nils A Rack ⋅ Kaiwen Wang ⋅ Fabian Konstantinidis ⋅ Julian Truetsch ⋅ Carlos Fernandez ⋅ Annika Bätz ⋅ Kevin Rösch ⋅ Marlon Steiner ⋅ Willi Poh ⋅ Yinzhe Shen ⋅ Felix Hauser ⋅ Dominik Strutz ⋅ Jaime Villa ⋅ Gleb Stepanov ⋅ Royden Wagner ⋅ Omer Sahin Tas ⋅ Frank Bieder ⋅ Holger Caesar ⋅ Jan-Hendrik Pauls ⋅ Christoph Stiller
[ OpenReview] 
Poster
None
Not All Routing Drift Is Harmful: Trust-Region Projection for Class-Incremental Learning
Tae-Hwan Kim ⋅ Sung-Bae Cho
[ OpenReview] 
Poster
None
ELPAC: Endpoint-Anchored Latent Progression with Stage-Varying Multimodal Coordination
Shengxian Ding ⋅ Yifei Zhang ⋅ Xinyuan Tian ⋅ Yuanshuang Guo ⋅ Zhao
[ OpenReview] 
Poster
None
CivBench: A Long-Horizon Benchmark for Tool-Mediated Agents in Civilization VI
Austin T Andrews ⋅ Liam Wilkinson ⋅ Jamie Heagerty ⋅ Harry Coppock ⋅ Jakob Foerster ⋅ Rui Costa
[ OpenReview] 
Poster
None
LARK: Learnability-Grounded Trajectory Selection for Efficient Reasoning Distillation
Tianrun Yu ⋅ Kaixiang Zhao ⋅ Chih-Chun Chen ⋅ Amanda Hughes ⋅ Taylor Killian ⋅ Fenglong Ma ⋅ Weitong Zhang ⋅ Porter Jenkins
[ OpenReview] 
Poster
None
Cylindrical Geodesic Flow Matching for Quasiperiodic Physiological Signal Transformation
Onur Selim Kilic ⋅ Afra Nawar ⋅ Cem O Yaldiz ⋅ Michael J Cho ⋅ Ahmet R Emirdagi ⋅ Demet Tangolar ⋅ Amirali Aghazadeh ⋅ Amit J Shah ⋅ Omer T Inan
[ OpenReview] 
Poster
None
Deceptive Grounding: Entity Attribution Failure in Clinical Retrieval-Augmented Generation
Cedric Caruzzo ⋅ Donggeun Yoo ⋅ Tae Soo Kim
[ OpenReview] 
Poster
None
Learning a Unified Cross-Model Semantic Dictionary via Gated Bottleneck Sparse Autoencoders
Jinchi Zhu ⋅ Thomas T Luo
[ OpenReview] 
Poster
None
AdaKVQ: Adaptive Mixed-Precision KV Cache Quantization For Efficient Reasoning Models
Tao Zhang ⋅ Yun Dai ⋅ Ziqian Zeng
[ OpenReview] 
Poster
None
RAOP: Step-Level Resource Orchestration for LLM Agents across Edge and Cloud
Jinze Li ⋅ Xin Yang ⋅ Shuo Yang ⋅ Jinfeng Xu ⋅ Edith C Ngai
[ OpenReview] 
Poster
None
Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation
Shuhong Zheng ⋅ Aashish K Misraa ⋅ Kevin Li ⋅ Yu-Jhe Li ⋅ Igor Gilitschenski
[ OpenReview] 
Poster
None
Overcoming Catastrophic Forgetting in Visual Continual Learning with Reinforcement Fine-Tuning
Meng Lou ⋅ Hanzhong Guo ⋅ Linwei Chen ⋅ Yizhou Yu
[ OpenReview] 
Poster
None
Utility-Driven Clustered Federated Learning via Class-wise Interaction Attribution
Zhongxu Wang ⋅ Yichen Li ⋅ Haozhao Wang ⋅ Hanlin Cai ⋅ chenqi ⋅ Ruixuan Li ⋅ Ozgur B Akan
[ OpenReview] 
Poster
None
HAMSTAR: Hamiltonian Structured Inter-Period Refinement for Long-Term Time Series Forecasting
Seohyun Kim ⋅ Jaeyo Chang ⋅ Dong-Joon Lim
[ OpenReview] 
Poster
None
FlashBoB: I/O-Efficient Exact Backward-over-Backward for Softmax Attention
Anthony Givans ⋅ Michael Crawshaw ⋅ Mingrui Liu
[ OpenReview] 
Poster
None
The Laplacian Keyboard: Beyond the Linear Span
Siddarth Chandrasekar ⋅ Marlos C. Machado
[ OpenReview] 
Poster
None
INEUS: Iterative Neural Solver for High-Dimensional PIDEs
Jean-Loup Dupret ⋅ Davide Gallon ⋅ Patrick Cheridito
[ OpenReview] 
Poster
None
Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
Bruce C Xu ⋅ Adarsh Kumarappan ⋅ Mu Zhou
[ OpenReview] 
Poster
None
PRECISE: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models
Bo Peng ⋅ Tao Huang ⋅ Weijie Kong ⋅ Junzhe Li ⋅ Yue Wu ⋅ Qi Tian ⋅ Jiangfeng Xiong ⋅ Jian-Wei Zhang ⋅ Liefeng Bo ⋅ Zhao Zhong
[ OpenReview] 
Poster
None
MinerU2.5-Pro: Pushing the Limit of Document Parsing via a Calibrated Evaluation-Data Flywheel
Bin Wang ⋅ Tianyao He ⋅ Linke Ouyang ⋅ Fan Wu ⋅ Zhiyuan Zhao ⋅ Tao Chu ⋅ Yuan Qu ⋅ Zhenjiang Jin ⋅ Weijun Zeng ⋅ Ziyang Miao ⋅ Bangrui Xu ⋅ Junbo Niu ⋅ Wei Li ⋅ Mengzhang Cai ⋅ Qiu Jiantao ⋅ Qintong Zhang ⋅ Dongsheng Ma ⋅ Yuefeng Sun ⋅ Hejun Dong ⋅ Wenzheng Zhang ⋅ Jutao Xiao ⋅ shi J yong ⋅ Pengyu Liao ⋅ Xiaomeng Zhao ⋅ Huaping Zhong ⋅ Zhengren Wang ⋅ Liqun Wei ⋅ Jing Yu ⋅ Jie Yang ⋅ Shasha Wang ⋅ Qianqian Wu ⋅ Xuanhe Zhou ⋅ Weijia Li ⋅ Zhenxiang Li ⋅ Zhongying Tu ⋅ Jiang Wu ⋅ Lijun Wu ⋅ Chao Xu ⋅ Kai Chen ⋅ Wentao Zhang ⋅ Yu Qiao ⋅ Bowen Zhou ⋅ Dahua Lin ⋅ Conghui He
[ OpenReview] 
Poster
None
Conservative Continuous-Time Treatment Optimization
Nora Schneider ⋅ Georg Manten ⋅ Niki Kilbertus
[ OpenReview] 
Poster
None
CruxBench: A Benchmark of Information Discovery
Lina Piao ⋅ Amelia Hui Dai ⋅ Nick Merrill ⋅ Nadja Flechner ⋅ Ezra Karger ⋅ Haifeng Xu
[ OpenReview] 
Poster
None
Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory
Jinzhuo Liu ⋅ Jiangning Zhang ⋅ Wencan Jiang ⋅ Yabiao Wang ⋅ Dingkang Liang ⋅ Xue zhucun ⋅ Ran Yi ⋅ Yong Liu
[ OpenReview] 
Poster
None
Anchor3DGS: Feed-Forward 3D Gaussian Splatting with Compact Anchor-Based Representation
Sheng Ye ⋅ Jiangke Lin ⋅ Fudong Wang ⋅ Yi Yuan ⋅ ZhenHui Dong ⋅ Yong-jin Liu
[ OpenReview] 
Poster
None
F2G-Pose: Geometry-Aware Foundation Feature Lifting for Direct RGB-D Category-Level Object Pose Estimation
Jinyu Zhang ⋅ Haitao Lin ⋅ Jiashu Hou ⋅ Xiangyang Xue ⋅ Yanwei Fu
[ OpenReview] 
Poster
None
HomeFlow: A Data Flywheel for Smart Home Agent Training with Verifiable Simulation
Yi Gu ⋅ Huacan Wang ⋅ Shuo Zhang ⋅ Yuqing Hou ⋅ Xuelei ⋅ weipeng.ming ⋅ Chen Liu ⋅ Fangzhou Yu ⋅ Kuan Li ⋅ Ronghao Chen ⋅ Sen Hu ⋅ Mou X Feng ⋅ Yi Xu
[ OpenReview] 
Poster
None
Diffusion Subgoal Planning for Long-Horizon Offline Goal-Conditioned Reinforcement Learning
Hengrui Zhang ⋅ Yuhu Cheng ⋅ C.L.Philip Chen ⋅ Xuesong Wang
[ OpenReview] 
Poster
None
Simple yet Effective Budget-Feasible Procurement Auctions for Submodular Welfare Maximization
Junxiang Zhang ⋅ Qingchun HE ⋅ Xinhui Lu ⋅ Yaxin Hu ⋅ Feng Li ⋅ Jing Tang ⋅ Kai Han
[ OpenReview] 
Poster
None
On the Pitfalls of Instance-Based Dynamic Curricula
Alexandre Galashov ⋅ Amal Rannen-Triki ⋅ Yee Whye Teh ⋅ Razvan Pascanu ⋅ András György
[ OpenReview] 
Poster
None
SAGAS: Semantic-Aware Graph-Assisted Stitching for Offline Temporal Logic Planning
Ruijia Liu ⋅ Ancheng Hou ⋅ Xiang Yin
[ OpenReview] 
Poster
None
Compositional Training-Free Diffusion Planning for Long-Horizon Multiple Reach-Avoid Tasks
Yu Chen ⋅ Ruijia Liu ⋅ Xiao Yu ⋅ Xiang Yin
[ OpenReview] 
Poster
None
POISE: Instance-Specific Prompt Tuning under Latent Mixture Target Distributions
wenhao zheng ⋅ s x ⋅ Lixing Chen ⋅ Xiu Su ⋅ Shichao Kan ⋅ Xiaoting Lyu ⋅ Zhe Qu
[ OpenReview] 
Poster
None
Closed-Form Last Layer Optimization
Alexandre Galashov ⋅ Nathaël Da Costa ⋅ Liyuan Xu ⋅ Philipp Hennig ⋅ Arthur Gretton
[ OpenReview] 
Poster
None
Hit Expansion via Localized Exploration of Synthesizable Chemical Space
Walter Virany ⋅ Yidong Jin ⋅ Andrew Lian ⋅ Dmytro Shevchuk ⋅ Amir Mehdi Soufi Enayati ⋅ Mike Tyers ⋅ Robert Batey ⋅ Piotr Gaiński ⋅ Michał Koziarski
[ OpenReview] 
Poster
None
ONE-SHOT: Compositional Human-Environment Video Synthesis via Spatial-Decoupled Motion Injection and Hybrid Context Integration
Fengyuan Yang ⋅ Luying Huang ⋅ Jiazhi Guan ⋅ Quanwei Yang ⋅ Dongwei Pan ⋅ Jianglin Fu ⋅ Haocheng Feng ⋅ Wei He ⋅ Kaisiyuan Wang ⋅ Hang Zhou ⋅ Angela Yao
[ OpenReview] 
Poster
None
SEAR: Sample Efficient Action Chunking Reinforcement Learning
C F Nagy ⋅ Onur Celik ⋅ Emiliyan Gospodinov ⋅ Florian Seligmann ⋅ Weiran Liao ⋅ Aryan Kaushik ⋅ Gerhard Neumann
[ OpenReview] 
Poster
None
ASAP: Assembly-Source Aligned Pseudocode Refinement For Binary Decompilation
Yujian Zhuang ⋅ Dehong Gao ⋅ Qichao Zhang ⋅ QiJing Lai ⋅ Jiaxin Wang ⋅ Libin Yang ⋅ Xiaoyan Cai
[ OpenReview] 
Poster
None
Posterior Contraction Rates for sparse Kolmogorov-Arnold Networks in Anisotropic Besov Spaces
Jeunghun Oh ⋅ Lizhen Lin ⋅ Jaeyong Lee ⋅ Kyeongwon Lee
[ OpenReview] 
Poster
None
LangMap: A Human-Verified Benchmark for Hierarchical Open-Vocabulary Goal Navigation
Bo Miao ⋅ Weijia Liu ⋅ Jun Luo ⋅ Lachlan Shinnick ⋅ Jian Liu ⋅ Thomas Hamilton-Smith ⋅ Yuhe Yang ⋅ Zijie Wu ⋅ Vanja Videnovic ⋅ Feras Dayoub ⋅ Anton van den Hengel
[ OpenReview] 
Poster
None
UNICOM: Unified Multimodal Modeling via Compressed Continuous Semantic Representations
Yaqi Zhao ⋅ Wang Lin ⋅ Zijian Zhang ⋅ Miles Yang ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Jingyuan Chen ⋅ Wentao Zhang
[ OpenReview] 
Poster
None
Can Ideologues Agree on Quality? From Non-identifiable Latent Factors to Collective Outcomes
David Gamba ⋅ Seura Ha ⋅ Daniel Romero ⋅ Grant Schoenebeck
[ OpenReview] 
Poster
None
PerQ: Inverse Generative Modeling for Neural Image Compression via Quantization Error Compensation
Tianhao Peng ⋅ Ho Man Kwan ⋅ Fan Zhang ⋅ Shan Liu ⋅ David Bull
[ OpenReview] 
Poster
None
HYDRA: Representation Harmonized Tokenization for Multimodal Generation and Understanding
Xuerui Qiu ⋅ Yutao Cui ⋅ Guozhen Zhang ⋅ Junzhe Li ⋅ Yaqi Zhao ⋅ Xiao Zhang ⋅ Yang Li ⋅ Songtao Liu ⋅ Miles Yang ⋅ Yu Shi ⋅ Zhao Zhong ⋅ Liefeng Bo
[ OpenReview] 
Poster
None
GPU-Accelerated Synthesis of Mixed-Boolean Arithmetic: Beyond Caching
Gabriel Bathie ⋅ Nathanaël Fijalkow
[ OpenReview] 
Poster
None
Large language models suffer from a curse of ambiguity
Nicolas Zucchet ⋅ Hyun Dong Lee ⋅ Scott Linderman
[ OpenReview] 
Poster
None
Geometry-Aware Post-Hoc Uncertainty Quantification in Operator Learning
Oriol Vendrell Gallart ⋅ Nima Negarandeh ⋅ Ramin Bostanabad
[ OpenReview] 
Poster
None
Data-Constrained Language Model Pretraining: Improved Regularization and Scaling Laws
Zhiwei Xu ⋅ Shihao Wu ⋅ Hanseul Cho ⋅ Wei Hu ⋅ Yixin Wang
[ OpenReview] 
Poster
None
Transformers Linearly Represent Highly Structured World Models
Roman Kniazev ⋅ Nathanaël Fijalkow
[ OpenReview] 
Poster
None
Principia: Relational Physics Tests for Video Models
Varun V Thozhiyoor ⋅ Shivam Tripathi ⋅ Venkatesh Babu Radhakrishnan ⋅ Anand Bhattad
[ OpenReview] 
Poster
None
Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training
Yuanyi Wang ⋅ Yifan Yang ⋅ Su Lu ⋅ Yanggan Gu ⋅ Pengkai Wang ⋅ Wenjun Wang ⋅ Zhaoyi Yan ⋅ Congkai Xie ⋅ Jianmin Wu ⋅ Jialun Cao ⋅ Shing-Chi Cheung ⋅ Hongxia Yang
[ OpenReview] 
Poster
None
Beyond the Node Barrier: Zero-Shot Strategy Planning for LLM Training on Super-Nodes
Shijie Shen ⋅ Chong Li ⋅ Pierre Leca ⋅ Jiong Lou ⋅ Jie LI
[ OpenReview] 
Poster
None
Spiking neural network initialization for scale-invariant maximization of entropy
Reinier W Vos ⋅ Aurora Micheli ⋅ Nergis Tomen ⋅ Christophe De Wagter ⋅ Jan van Gemert ⋅ Sander Bohte ⋅ Guido de Croon
[ OpenReview] 
Poster
None
Markov Metrical Task Systems
Christian Coester ⋅ Alexa Tudose
[ OpenReview] 
Poster
None
Non-Linear Pricing Restores Tractability for a Data Seller
Bhaskar Ray Chaudhury ⋅ Jugal Garg ⋅ Eklavya Sharma ⋅ Jiaxin Song
[ OpenReview] 
Poster
None
On the Tightness and Computational Tractability of Higher-Dimensional Confidence Sequences
Fabian Denoodt ⋅ Sibylle Hess ⋅ Joaquin Vanschoren ⋅ Christian Andersson Naesseth
[ OpenReview] 
Poster
None
Language-Conditioned World Modeling for Visual Navigation
Yifei Dong ⋅ Fengyi Wu ⋅ Yilong Dai ⋅ Lingdong Kong ⋅ Guangyu Chen ⋅ Qiyu Hu ⋅ Yetong Sha ⋅ Feng Liu ⋅ Siyu Huang ⋅ Qi Dai ⋅ Zhi-Qi Cheng
[ OpenReview] 
Poster
None
Reinforcement Learning for Long-Horizon Unordered Tasks: From Boolean to Coupled Reward Machines
Kristina Levina ⋅ Nikolaos Pappas ⋅ Athanasios Karapantelakis ⋅ Aneta V Feljan ⋅ Jendrik Seipp
[ OpenReview] 
Poster
None
Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion Models
Taesung Kwon ⋅ Jonghyun Park ⋅ Hyungjin Chung ⋅ Jong Chul Ye
[ OpenReview] 
Poster
None
PRISM:Disentangling Preference Distributions for Generative Ranking
zhangkai wu ⋅ Kaize Shi ⋅ Xu Zhang ⋅ Zhihong Cui ⋅ Longbing Cao
[ OpenReview] 
Poster
None
Models Recall What They Violate: Constraint Adherence in Multi-Turn LLM Ideation
Garvin Kruthof
[ OpenReview] 
Poster
None
FeatCal: Feature Calibration for Post-Merging Models
Yanggan Gu ⋅ Shuo CAI ⋅ Zihao Wang ⋅ Wenjun Wang ⋅ Yuanyi Wang ⋅ Pengkai Wang ⋅ Sirui Huang ⋅ Su Lu ⋅ Jianmin Wu ⋅ Hongxia Yang
[ OpenReview] 
Poster
None
Q-ViK: Question-Guided Visual KV Cache Eviction for Large Vision-Language Models
Solhee Hwang ⋅ Jangho Kim
[ OpenReview] 
Poster
None
Show Me What You Don’t Know: Efficient Sampling from Invariant Sets for Model Validation
Armand Rousselot ⋅ Joran Wendebourg ⋅ Ullrich Köthe
[ OpenReview] 
Poster
None
D-VLA: A High-Concurrency Distributed Asynchronous RL Framework for Vision-Language-Action Models
Guo Yucheng ⋅ Yongjian Guo ⋅ 钟 关 ⋅ Wen Huang ⋅ Haodong Yue ⋅ shuai di ⋅ Xiong J Wu ⋅ Yicheng Gong
[ OpenReview] 
Poster
None
Rare Disease Diagnosis Agent with Decoupled Workflows and Knowledge-Driven Self-Evaluation
Yunlu Yan ⋅ Yawen Huang ⋅ Xian Wu ⋅ Lei Zhu
[ OpenReview] 
Poster
None
WordEval: Evaluating Word-Native Operation Fidelity in Document Editing
Jinyoung Park ⋅ Yupan Huang ⋅ Shimin Zhang ⋅ Jiayu Ding ⋅ Yilin Jia ⋅ Yuzhong Zhao ⋅ Tengchao Lv ⋅ Wenshan Wu ⋅ Shaohan Huang ⋅ Nan Yang ⋅ Xiangyang Zhou ⋅ Dongdong Zhang ⋅ Li Dong ⋅ Lei Cui ⋅ Sun Mao ⋅ Xun Wang ⋅ Tao Ge ⋅ Huitian Jiao ⋅ Si-Qing Chen ⋅ Changick Kim ⋅ Furu Wei
[ OpenReview] 
Poster
None
OTROPE: Optimal Transport-based Robust Off-policy Evaluation for Large Language Models
Liner Xiang ⋅ Wenbo Zhang ⋅ Hengrui Cai
[ OpenReview] 
Poster
None
StainNFT: Curriculum-Gated Multi-Reward Post-Training for Pathology-Faithful Virtual Staining
shurong yang ⋅ Dong Wei ⋅ Qiong Peng ⋅ Xian Wu ⋅ Yefeng Zheng ⋅ Liansheng Wang
[ OpenReview] 
Poster
None
When Edge Independence Fails: Joint Graph Diffusion with Latent Sociability Priors
Adarsh Jamadandi ⋅ Nicolas Keriven ⋅ Aline Roumy
[ OpenReview] 
Poster
None
NPCBench: A Clinical Apprenticeship Benchmark for Guideline-Constrained Care-Pathway Reasoning in Nasopharyngeal Carcinoma
Pengkai Wang ⋅ Wei-Wei Zhang ⋅ Yan Li ⋅ Min Tang ⋅ Zhitian Hou ⋅ Zeyu Liu ⋅ Guanghao Zhu ⋅ Yuanyi Wang ⋅ Yanggan Gu ⋅ Wenjun Wang ⋅ Minheng Ni ⋅ Congkai Xie ⋅ Zhijie Sang ⋅ Jianmin Wu ⋅ Ying Sun ⋅ Hongxia Yang
[ OpenReview] 
Poster
None
ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety
Michael S Lee ⋅ Yash Maurya ⋅ Drew Rein ⋅ Bert Herring ⋅ Jonathan Nguyen ⋅ Kyungho Song ⋅ Udari Sehwag ⋅ Jiyeon Cho ⋅ Kaustubh Deshpande ⋅ Yeongkyun Jang ⋅ Jiyeon Joo ⋅ Minn S Choi ⋅ Evi Fuelle ⋅ Christina Q Knight ⋅ Joseph Brandifino ⋅ Max Fenkell
[ OpenReview] 
Poster
None
Chain-of-Generation: Progressive Latent Diffusion for Text-Guided Molecular Design
Lingxiao Li ⋅ Haobo Zhang ⋅ Bin Chen ⋅ Jiayu Zhou
[ OpenReview] 
Poster
None
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information
Guobin Shen ⋅ Xiang Cheng ⋅ Chenxiao Zhao ⋅ Lei Huang ⋅ Jindong Li ⋅ Dongcheng Zhao ⋅ XingYu Li
[ OpenReview] 
Poster
None
Valid Best-Model Identification for LLM Evaluation via Low-Rank Factorization
Elad Tolochinsky ⋅ Yaniv Tenzer ⋅ Yaniv Romano
[ OpenReview] 
Poster
None
Test-Time Prompt-Agnostic Decomposition
Junze Wang ⋅ Lei Fan ⋅ Dezheng Zhang ⋅ Donglin Di ⋅ Yang Song ⋅ Sidong Liu ⋅ Cong Cong
[ OpenReview] 
Poster
None
A Unified Uncertainty Representation for Graph Neural Networks via Doubly-Spectral Stochastic Expansion
Fred Xu ⋅ Thomas Markovich ⋅ florence regol ⋅ Yizhou Sun
[ OpenReview] 
Poster
None
Graph Anomaly Detection as Dynamical Transport: Training-Free Scoring via Empirical Bayes
Fred Xu ⋅ Thomas Markovich ⋅ florence regol ⋅ Yizhou Sun
[ OpenReview] 
Poster
None
DTA-GT: Direction- and Topology-Aware Graph Transformer for Neural Network Representation Learning
Yuxiang Zeng ⋅ Kun Xie ⋅ Yang Wang ⋅ Jigang Wen ⋅ Xiaocan Li ⋅ Guangxing Zhang ⋅ Gaogang Xie ⋅ Jiannong Cao
[ OpenReview] 
Poster
None
Intrinsic Muon: Spectral Optimization on Riemannian Matrix Manifolds
Yibang Li ⋅ Bihari L Pandey ⋅ Ravi Sah ⋅ Andi Han ⋅ Cyrus Mostajeran ⋅ Pratik Kumar Jawanpuria ⋅ Bamdev Mishra
[ OpenReview] 
Poster
None
MaterialsSaddles: 34 Million Transition States and a Flow-Matching Saddle-Point Predictor for Materials
Ilgar Baghishov ⋅ Sung H Jung ⋅ Graeme Henkelman
[ OpenReview] 
Poster
None
Mechanistic Insights into LoRA: Layer Sparsity for Adaptive Fine-Tuning via Path Patching
Fei Zuo ⋅ Yizhou Huang ⋅ Kezhi Wang
[ OpenReview] 
Poster
None
Consumer Search and Social Learning in Agentic Markets
Brendan Lucier ⋅ Nicole Immorlica ⋅ Markus Mobius ⋅ Aleksandrs Slivkins ⋅ Daniel G Goldstein ⋅ Jake M Hofman ⋅ Sonia Jaffe ⋅ David Rothschild
[ OpenReview] 
Poster
None
Publishing Below-Threshold Triangle Counts under Local Weight Differential Privacy
Kevin Pfisterer ⋅ Quentin Hillebrand ⋅ Vorapong Suppakitpaisarn
[ OpenReview] 
Poster
None
Serialization Tax in Shared-Latent Exchangeable Decisions
Siming Zhang ⋅ Zhehui Shen ⋅ Shijie Chen ⋅ Xinle Gu ⋅ Yansen Yu ⋅ Hang Yu
[ OpenReview] 
Poster
None
FAST-Brain: A Flow-Aligned Spatio-Temporal Surrogate Brain Model
Shucheng Liu ⋅ Chengchun Shi ⋅ Kai Zhang ⋅ Hongtu Zhu
[ OpenReview] 
Poster
None
Offline-Online Reinforcement Learning for Linear Mixture MDPs
Zhongjun Zhang ⋅ Sean R Sinclair
[ OpenReview] 
Poster
None
OverLay++: Dense-Overlap Layout-to-Image Generation Dataset
Shivansh Aggarwal ⋅ Shresth Grover ⋅ Divyansh Srivastava ⋅ Haiyang Xu ⋅ Bingnan Li ⋅ Xiang Zhang ⋅ Ethan Armand ⋅ Chuan Li ⋅ Jianwen Xie ⋅ Zhuowen Tu
[ OpenReview] 
Poster
None
CausalSpatial: A Benchmark for Object-Centric Causal Spatial Reasoning
Wenxin (Wendy) Ma ⋅ Chenlong Wang ⋅ Ruisheng Yuan ⋅ Hao Chen ⋅ Nanru Dai ⋅ Chengxin Qian ⋅ Yijun Yang ⋅ Qi Chen ⋅ Zhaoyang Wang ⋅ S. Kevin Zhou ⋅ Jianwen Xie ⋅ Alan Yuille ⋅ Jieneng Chen
[ OpenReview] 
Poster
None
Supervised Distributional Reduction via Optimal Transport and Dependence Maximization
Sai-Aakash Ramesh ⋅ Archit Sood ⋅ Andrew Corbett ⋅ Tim Dodwell
[ OpenReview] 
Poster
None
Boosting Inference with Guided Reasoning: Stochastic Exploration for Recursive Models
Andrew Corbett ⋅ Archit Sood ⋅ Anna Tzatzopoulou ⋅ Sai-Aakash Ramesh ⋅ Tim Dodwell
[ OpenReview] 
Poster
None
Learning Generalizable Hand-Object Tracking Control without Human Demonstrations
Runyi Yu ⋅ Xiaoyi Lin ⋅ Hok W Tsui ⋅ Yinhuai Wang ⋅ PENG Zhijie ⋅ Hui Zhang ⋅ Qihan Zhao ⋅ Ke Fan ⋅ Miao Li ⋅ Jie Song ⋅ Jingbo Wang ⋅ Qifeng Chen ⋅ Ping Tan
[ OpenReview] 
Poster
None
Mitigating Saliency Collapse: Robust Saliency-Aware Long-Text Image-Text Alignment
Qiuyu Kong ⋅ Zanxi Ruan ⋅ Marco Cristani ⋅ Yiming Wang
[ OpenReview] 
Poster
None
AdaPreLoRA: Adafactor Preconditioned Low-Rank Adaptation
Ziyun Liu ⋅ Fengmiao Bian ⋅ Jian-Feng CAI
[ OpenReview] 
Poster
None
AcceleGrad#: Adaptive Geometry-Aware Acceleration
Hanka Goralija ⋅ Francesco Tonin ⋅ Kimon Antonakopoulos ⋅ Alp Yurtsever ⋅ Volkan Cevher
[ OpenReview] 
Poster
None
DopplerWild: A Doppler Dataset and Benchmark for Human Kinematic Understanding in the Wild
Shubo Yang ⋅ Aaron Wang ⋅ Narayan Schütz ⋅ Jida Zhang ⋅ Edison R Altamirano ⋅ Kaitlyn Leitherer ⋅ Ehsan Adeli ⋅ Amin Arbabian
[ OpenReview] 
Poster
None
A Scientific Claim Stability Framework for Evaluating MRI Morphometry Pipelines
Duy-Cat Can ⋅ Dang-Duat Tran ⋅ Anh-Khang Nguyen ⋅ Bao Tran ⋅ Trung-Hieu Do ⋅ Van T Nguyen ⋅ Duy-Thanh VU ⋅ Oliver Y Chén ⋅ Hoang-Quynh Le
[ OpenReview] 
Poster
None
FIVE-VLA: Fast and EffectIVE Closed-Loop Autonomous Driving with Recurrent Action Memory
Kemal Oksuz ⋅ Alexandru Buburuzan ⋅ Yuhan Yao ⋅ Puneet Dokania
[ OpenReview] 
Poster
None
Click3R: Interactive Stereo 3D Reconstruction with Sparse Correspondence Clicks
Hao Gu ⋅ Jin Yao ⋅ Zezhou Cheng
[ OpenReview] 
Poster
None
WebSpline: Structure-Informed Splines for Real-Time 3D Gaussians from Monocular Videos
Jongmin Park ⋅ Jeonghwan Yun ⋅ Minh-Quan V Bui ⋅ Munchurl Kim
[ OpenReview] 
Poster
None
Follow the Winners: Conservative Policy Improvement with the Cross-Entropy Method for Critic-Free RFT
Joery A de Vries ⋅ Neil Lawrence ⋅ Zhenwen Dai
[ OpenReview] 
Poster
None
ReefNet: A Large-Scale Dataset and Benchmark for Fine-Grained Coral Reef Recognition
Abdulwahab Felemban ⋅ Yahia Battach ⋅ Faizan F Khan ⋅ Yuqian Fu ⋅ Xuhui Liu ⋅ Yesmeen Khattab ⋅ Yousef A Radwan ⋅ Xiang Li ⋅ Natalie Dunn ⋅ Susanne Bähr ⋅ Tullia I Terraneo ⋅ Fabio Marchese ⋅ Sara Beery ⋅ Burton H Jones ⋅ Francesca Benzoni ⋅ Mohamed Elhoseiny
[ OpenReview] 
Poster
None
Flow Perturbation++: Multi-Step Unbiased Jacobian Estimation for High-Dimensional Boltzmann Sampling
xinpeng ⋅ Ang Gao
[ OpenReview] 
Poster
None
Beyond Pixel-wise Supervision: Local Structure Regularization for Semantic Segmentation
Wei Huang ⋅ Chenying Liu ⋅ Yilei Shi ⋅ Zhitong Xiong ⋅ Xiaoxiang Zhu
[ OpenReview] 
Poster
None
SatNav: A Scalable Benchmark for Long-Horizon UAV Vision-Language Navigation from Satellite Imagery
Jiajun Jiang ⋅ Chunliang Hua ⋅ Zichun Chen ⋅ Yanxing Wu ⋅ Zeyuan YANG ⋅ Jie Song ⋅ Xiao Hu
[ OpenReview] 
Poster
None
Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
Peiliang Cai ⋅ Evelyn Zhang ⋅ Jiacheng Liu ⋅ Hao Lin ⋅ Ruiqi Zhang ⋅ Weile Mo ⋅ Yue Ma ⋅ Shikang Zheng ⋅ Jiehang Huang ⋅ Dongrui Liu ⋅ Linfeng Zhang
[ OpenReview] 
Poster
None
DriveDreamer-Policy: A Geometry-Grounded World-Action Model for Unified Generation and Planning
Yang Zhou ⋅ Xiaofeng Wang ⋅ Hao Shao ⋅ Letian Wang ⋅ Guosheng Zhao ⋅ Jiangnan Shao ⋅ Jiagang Zhu ⋅ Tingdong Yu ⋅ Zheng Zhu ⋅ Guan Huang ⋅ Steven Waslander
[ OpenReview] 
Poster
None
Verifying Neural Networks with Reinforcement Learning
Hai Duong ⋅ Thanh Le ⋅ ThanhVu Nguyen
[ OpenReview] 
Poster
None
Class-Mixed Diffusion Augmentation for Shortcut-Breaking in Continual Learning
Abhinab Acharya ⋅ Dayou Yu ⋅ Qi Yu ⋅ Xumin Liu
[ OpenReview] 
Poster
None
Dynamic Optimistic Constrained OCO with Memory via Delay Equivalence
Mohammed ABDULLAH ⋅ George Iosifidis ⋅ Salah E ELAYOUBI ⋅ Tijani Chahed
[ OpenReview] 
Poster
None
KnowEvo: Knowledge Evolution for Protein Optimization
Zijie Xing ⋅ Xingyue Liu ⋅ Runze Wang ⋅ Luoming Hu ⋅ Yanming Shen
[ OpenReview] 
Poster
None
Towards Direct Evaluation of Harness Optimizers via Priority Ranking
Kai Ong ⋅ Minseok Kang ⋅ Dongwook Choi ⋅ Junhee Cho ⋅ Seungwon Lim ⋅ Seungju Kim ⋅ Geunha Jang ⋅ Minwoo Oh ⋅ Bogyung Jeong ⋅ Sunghwan Kim ⋅ Taeyoon Kwon ⋅ Jihye Han ⋅ Juyoung wy ⋅ Jinyoung Yeo
[ OpenReview] 
Poster
None
Post-Training Quantization with Gradient-Projected Fisher Approximation for Vision Transformers
Jincheol Yang ⋅ Jaemin Choi ⋅ Nahyun Lim ⋅ Yun-Seong Jeong ⋅ Matti Zinke ⋅ Hyunwoo Yu ⋅ Bongjoon Hyun ⋅ Kyomin Sohn ⋅ Suk-Ju Kang
[ OpenReview] 
Poster
None
Dream-Cubed: Controllable Generative Modeling in Minecraft by Training on Billions of Cubes
Tim Merino ⋅ Sam Earle ⋅ Ryunosuke Iwai ⋅ Julian Togelius ⋅ Edoardo Cetin
[ OpenReview] 
Poster
None
PolyMind: Exploring Width Scaling for Reflective Reasoning in Language Agents
Heng Zhang ⋅ Chengyu Zhou ⋅ Jiajun Wu ⋅ Xinyuan Liu ⋅ Liheng Zhang ⋅ Yueqi Guo ⋅ Rui Liu ⋅ JiaHao Hong ⋅ Xuanxun Lian ⋅ Jinpeng Lu ⋅ Jin Huang
[ OpenReview] 
Poster
None
MedHEB: Benchmarking Medical Embeddings Across Heterogeneous Clinical Evidence
Yingshu Li ⋅ Shaoyang Zhou ⋅ Zhanyu Wang ⋅ YUNYI LIU ⋅ Xinyu Liang ⋅ Xi Zhang ⋅ Lingqiao Liu ⋅ Lei Wang ⋅ Luping Zhou
[ OpenReview] 
Poster
None
CoTrek: Toward Scalable On-Policy Distillation for Long Chain-of-Thought Reasoning
Heng Zhang ⋅ Chengyu Zhou ⋅ Jiajun Wu ⋅ Xinyuan Liu ⋅ Liheng Zhang ⋅ Yueqi Guo ⋅ Rui Liu ⋅ JiaHao Hong ⋅ Xuanxun Lian ⋅ Jinpeng Lu ⋅ Jin Huang
[ OpenReview] 
Poster
None
Context-Aware Generative Imputation for Robust Multimodal Learning in Missing Modality Scenarios
Jungwon Choi ⋅ Juho Lee
[ OpenReview] 
Poster
None
Generative Active Learning via Bayesian Acquisition for Improving the Efficiency of Synthetic Data
Jeongjun Lee ⋅ Gyeonghoon Ko ⋅ Juho Lee
[ OpenReview] 
Poster
None
ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
mengqi Han ⋅ Bo Yang ⋅ Qi Liu ⋅ Mengshuo Jia ⋅ Chen Gong ⋅ Liu Yuxiang ⋅ Sicheng Liu ⋅ Mingxuan Cai
[ OpenReview] 
Poster
None
Coarse-to-Fine Compositional Diffusion for Long-Horizon Planning
Byoungwoo Park ⋅ Utkarsh Mishra ⋅ Jaemoo Choi ⋅ Juho Lee ⋅ Yongxin Chen
[ OpenReview] 
Poster
None
LLMs as MDP Designers: A Dependency-Aware Agentic Framework for Automated Robot Policy Generation
Hong Je-Gal ⋅ Jinwoo Kim ⋅ Chanbin YI ⋅ Hyun-Suk Lee
[ OpenReview] 
Poster
None
COMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose Estimation
Tony D Wang ⋅ Tolga Birdal ⋅ Nassir Navab ⋅ Lennart Bastian
[ OpenReview] 
Poster
None
Adaptive Robust Estimator for Policy Optimization in Reinforcement Learning
Zhongyi Li ⋅ Wan Tian ⋅ Jingyu Chen ⋅ Kangyao Huang ⋅ Huiming Zhang ⋅ Hui Yang ⋅ Tao Ren ⋅ Ruijie Wang ⋅ Yijie Peng ⋅ Yikun Ban ⋅ Fuzhen Zhuang
[ OpenReview] 
Poster
None
SAVE: Sparsity-Aware Influence Estimation for Vocabulary-Expanded LLMs
Seungyoo Lee ⋅ Giung Nam ⋅ Seanie Lee ⋅ Hyungi Lee ⋅ Juho Lee
[ OpenReview] 
Poster
None
Beyond Truthfulness: Evaluating Honesty in Large Language Models
Richard Ren ⋅ Arunim Agarwal ⋅ Mantas Mazeika ⋅ Cristina Menghini ⋅ Brad Kenstler ⋅ Robert Vacareanu ⋅ Mick Yang ⋅ Isabelle Barrass ⋅ Alice Gatti ⋅ Xuwang Yin ⋅ Eduardo Trevino ⋅ Matias Geralnik ⋅ Dean Lee ⋅ Summer Yue ⋅ Dan Hendrycks
[ OpenReview] 
Poster
None
StoSplat: Ray-Aligned Stochastic Preconditioning for Feed-Forward 3D Gaussian Splatting
Qibin Hu ⋅ Zhiheng Fu ⋅ Longguang Wang ⋅ Jisheng Dang ⋅ Hanyun Wang ⋅ Yulan Guo
[ OpenReview] 
Poster
None
Justitia: Fair and Efficient Scheduling of Task-parallel LLM Agents with Selective Pampering
Mingyan Yang ⋅ Guanjie Wang ⋅ Manqi Luo ⋅ Yifei Liu ⋅ Chen Chen ⋅ Han Zhao ⋅ Yu Feng ⋅ Quan Chen ⋅ Minyi Guo
[ OpenReview] 
Poster
None
RadOmni: Advancing Foundation Model for Non-contrast CT with Omni Radiology Knowledge
Fenghe Tang ⋅ Weiwei Cao ⋅ Wenxin (Wendy) Ma ⋅ Kai Cao ⋅ Huanhuan Liu ⋅ Ling Zhang ⋅ S. Kevin Zhou ⋅ Jianpeng Zhang
[ OpenReview] 
Poster
None
REGATE: Confidence-Calibrated Integration of Temporally-Aligned Exogenous Texts for Dynamic Graphs
Liangzu Liu ⋅ Mengzhe Ruan ⋅ Yinjun Wu ⋅ Yang Liu ⋅ Guanjun Wang
[ OpenReview] 
Poster
None
U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking
Fenghe Tang ⋅ Chengqi Dong ⋅ Wenxin (Wendy) Ma ⋅ Zikang Xu ⋅ Heqin Zhu ⋅ Zihang Jiang ⋅ Rongsheng Wang ⋅ Yuhao Wang ⋅ Chenxu Wu ⋅ Yingtai Li ⋅ S. Kevin Zhou
[ OpenReview] 
Poster
None
EnterpriseBench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance
Thomson Yen ⋅ Julian Poeltl ⋅ Harshith S Gear ⋅ Yilin Meng ⋅ Joshua Fan ⋅ Adam Shen ⋅ Yili Liu ⋅ Ali Bauyrzhan ⋅ Siri Du ⋅ Haoyang Liu ⋅ C. Guetta ⋅ Hongseok Namkoong
[ OpenReview] 
Poster
None
Evaluating Physical Reasoning in LLM Agents Requires Construction Benchmarks
Wenhao Deng ⋅ Tian Xia ⋅ Yuru Jiang ⋅ Joemon M Jose ⋅ Tailin Wu
[ OpenReview] 
Poster
None
RecMem: Recurrent Memory Compression for Long-Sequence Recommendation
Haoyi Hu ⋅ Gaoyang Guo ⋅ Yunjia Xi ⋅ Wen Chen ⋅ Weiwen Liu ⋅ Jian Wu ⋅ Yuning Jiang ⋅ Weinan Zhang
[ OpenReview] 
Poster
None
Directional Noise Conditioning for Diffusion Models
Shafiei ⋅ Azade Farshad ⋅ Nassir Navab ⋅ Yousef Yeganeh
[ OpenReview] 
Poster
None
PaxBench: A Multimodal Sequence Benchmark for Protein Abundance Prediction
ke zhai ⋅ Oscar J Charles ⋅ Helena A Saunders ⋅ Conrad Bessant
[ OpenReview] 
Poster
None
Data-Driven Covariate Selection for Nonparametric and Cycle-Agnostic Causal Effect Estimation
Ana L Vicente ⋅ Gijs van Seeventer ⋅ Saber Salehkaleybar
[ OpenReview] 
Poster
None
CoRDS: Coreset-Based Representative and Diverse Selection for Streaming Video Understanding
Ailar Mahdizadeh ⋅ Puria Azadi Moghadam ⋅ Muchen Li ⋅ Xiangteng He ⋅ Leonid Sigal
[ OpenReview] 
Poster
None
$\mathcal{P}$Torch: Narrowing the Gap Between Projection and Gradient-Based Learning
Jeff C Jambé ⋅ Jan Quan ⋅ Panagiotis Patrinos
[ OpenReview] 
Poster
None
GEAR: Generator-Adaptive State Space Models for Associative Recall
Jun Meng ⋅ Mohammadhossein Amouei ⋅ Zengyu Lin ⋅ Xinyu Hu ⋅ Benjamin C. M. Fung
[ OpenReview] 
Poster
None
Cache the Future: Training-Free Self-Revision for Diffusion Transformer Acceleration
Yiyang Li ⋅ Weixuan Huang ⋅ Wei Zhang
[ OpenReview] 
Poster
None
Constant Term Shrinkage for Federated Learning
Incheol Baek ⋅ Minseo Kim ⋅ Hyeonmin Kang ⋅ Yon Dohn Chung
[ OpenReview] 
Affinity Event
Mon Dec 07 08:00 AM -- 05:00 PM (AEDT) @ C2.2 & C2.3 None
Muslims in ML
Shaokai Yang ⋅ Ahmed Youssef Ay
Affinity Event
Mon Dec 07 08:00 AM -- 05:00 PM (AEDT) @ C2.5 & C2.6 None
LatinX in AI
Ana María Quintero-Ossa ⋅ Laura Montoya ⋅ Rafael Mateus ⋅ Paula Feldman ⋅ Michell Mercedes Payano Pérez ⋅ Melissa Montes
Affinity Event
Mon Dec 07 08:00 AM -- 05:00 PM (AEDT) @ C3.6 None
GlobalSouthAI
Tushar Shinde ⋅ Chaker Larabi
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ TikTok Ent Centre None
The Principles of Diffusion Models: Toward Fast and Scalable Diffusion LLMs
Chieh-Hsin Lai ⋅ Subham Sahoo ⋅ Stefano Ermon
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Parkside 1 None
Three Geometric Lenses on Graph Machine Learning
Melanie Weber
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Darling Harbour Theatre None
From Scores to Evidence: Robust Evaluation of Foundation Models
Ana Gjorgjevikj ⋅ Barbara Koroušić Seljak ⋅ Tome Eftimov
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Grand BR B1 None
Empirical Design in Reinforcement Learning for Physical AI
Adam White ⋅ Martha White ⋅ Andrew Patterson
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Grand BR B2/B3 None
Uncertainty Quantification: From Detecting LLM Hallucinations to Strengthening Reasoning and AI Agents
Artem Shelmanov ⋅ Ekaterina Fadeeva ⋅ Maxim Panov
Tutorial
Mon Dec 07 09:00 AM -- 12:00 PM (AEDT) @ Pyrmont Theatre None
Multi-Objective Optimization for Modern Machine Learning: Foundations, Recent Advances, and Emerging Applications
Jia (Kevin) Liu ⋅ Chaosheng Dong ⋅ Lisha Chen ⋅ Tianyi Chen ⋅ Kaiyi Ji
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Parkside 1 None
Principles of Deep Representation Learning via Low-Dimensional Models
Yi Ma ⋅ Qing Qu ⋅ Peng Wang
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Darling Harbour Theatre None
Neuro-Symbolic Learning in the Era of Large Language Models
Haoxuan Li ⋅ Lan-Zhe Guo ⋅ Wang-Zhou Dai
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Grand BR B1 None
Causal Representation Learning
Julius von Kügelgen ⋅ Francesco Locatello ⋅ Kun Zhang
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ TikTok Ent Centre None
Distilling Reasoning: From Chain-of-Thought to Agentic Capabilities in Smaller Models
Vishrav Chaudhary ⋅ Akhil Arora ⋅ Subbarao Kambhampati
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Grand BR B2/B3 None
From Heuristics to Guarantees: Bandit and RL Blueprint for Reliable Agentic-AI
Aadirupa Saha ⋅ Arun Verma ⋅ Djallel Bouneffouf
Tutorial
Mon Dec 07 02:00 PM -- 05:00 PM (AEDT) @ Pyrmont Theatre None
Formal Guarantees for Frontier AI Systems
Gagandeep Singh ⋅ Isha Chaudhary ⋅ Nalin Wadhwa
Affinity Event
Tue Dec 08 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom 1 None
WiML
Santhoshi Ravichandran ⋅ Daphne Charles
Session
Tue Dec 08 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 1
Session
Tue Dec 08 11:00 AM -- 02:00 PM (AEDT) None
Creative AI Session 1
Piotr Mirowski ⋅ Yingtao Tian ⋅ Immanuel Koh ⋅ Tom White ⋅ Wei-Yao Wang
Session
Tue Dec 08 04:30 PM -- 07:30 PM (AEDT) None
Creative AI Session 2
Piotr Mirowski ⋅ Yingtao Tian ⋅ Immanuel Koh ⋅ Tom White ⋅ Wei-Yao Wang
Session
Tue Dec 08 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 2
Affinity Event
Wed Dec 09 09:00 AM -- 05:00 PM (AEDT) @ C2.2 & C2.3 None
Queer in AI and {Dis}Ability in AI Workshop at NeurIPS 2026
Sharvani Jha ⋅ B.V. Alaka ⋅ Esmeralda S. Whitammer ⋅ Alex Markham ⋅ Claas A. Voelcker ⋅ Pranav A ⋅ Maria Skoularidou ⋅ William Agnew ⋅ Organizers of QueerinAI
Session
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 3
Session
Wed Dec 09 11:00 AM -- 02:00 PM (AEDT) None
Creative AI Session 3
Piotr Mirowski ⋅ Yingtao Tian ⋅ Immanuel Koh ⋅ Tom White ⋅ Wei-Yao Wang
Session
Wed Dec 09 04:30 PM -- 07:30 PM (AEDT) None
Creative AI Session 4
Piotr Mirowski ⋅ Yingtao Tian ⋅ Immanuel Koh ⋅ Tom White ⋅ Wei-Yao Wang
Session
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 4
Tutorial
Wed Dec 09 07:30 PM -- 10:30 PM (AEDT) @ Room 141 None
Generative AI and Stochastic Thermodynamics: A Tale of Free Energies
Session
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 1
Affinity Event
Wed Dec 09 11:00 PM -- 03:00 AM (AEDT) @ Room 153 (341 theatre) None
GlobalSouthAI
Chaker Larabi ⋅ Tushar Shinde
Affinity Event
Thu Dec 10 01:00 AM -- 08:00 AM (AEDT) @ C210 None
LatinX in AI
Ana María Quintero-Ossa ⋅ Laura Montoya ⋅ Michell Mercedes Payano Pérez ⋅ Paula Feldman ⋅ Melissa Montes ⋅ Rafael Mateus
Affinity Event
Thu Dec 10 01:00 AM -- 08:00 AM (AEDT) @ C205 None
WiML
Daphne Charles ⋅ Rana A. Barghout
Affinity Event
Thu Dec 10 01:00 AM -- 07:00 AM (AEDT) @ C206 None
Africa AI
Udunna Anazodo
Session
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 1
Session
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 2
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C111-112 None
Towards The Science of Multi-Agent Communication
Yi Fang ⋅ Xuan Wang ⋅ Yu Zhang
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C211-213 None
Neuroevolution of Intelligent Agents
Risto Miikkulainen
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C113-114 None
Towards Trustworthy Agentic AI: Interpretability, Safety, and Steering
Anshuman Chhabra ⋅ Muhao Chen ⋅ Ben Zhou
Reproducibility Track
Thu Dec 10 08:00 AM -- 05:00 PM (AEDT) None
MLRC 2026
Koustuv Sinha ⋅ Jessica Forde ⋅ Ana Lucic ⋅ Fernando P. Santos ⋅ Candace Ross ⋅ Adina Williams ⋅ Naila Murray ⋅ Joelle Pineau
Session
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 2
Session
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 5
Session
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 6
Affinity Event
Thu Dec 10 06:30 PM -- 11:30 PM (AEDT) @ Room 152 (95 theatre) None
Queer in AI and {Dis}Ability in AI Workshop at NeurIPS 2026
Esmeralda S. Whitammer ⋅ Sharvani Jha ⋅ B.V. Alaka ⋅ Alex Markham ⋅ Pranav A ⋅ Claas A. Voelcker ⋅ Maria Skoularidou ⋅ William Agnew ⋅ Organizers of QueerinAI
Affinity Event
Thu Dec 10 06:30 PM -- 08:30 PM (AEDT) @ Room 152 (95 theatre) None
Muslim in ML (Social event in venue - 2hs)
Ahmed Youssef Ay ⋅ Shaokai Yang
Tutorial
Thu Dec 10 07:30 PM -- 09:30 PM (AEDT) @ Room 141 None
Time Series Foundation Models in Practice: From Forecasting to Classification and EEG Analysis
Thomas Moreau ⋅ Ievgen Redko ⋅ Théo Gnassounou
Session
Thu Dec 10 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 3
Affinity Event
Thu Dec 10 11:00 PM -- 04:00 AM (AEDT) @ Room 153 (341 theatre) None
WiML
Giulia Clerici ⋅ Nikita Saxena ⋅ Ziqi Huang ⋅ Ariana Villegas Suárez ⋅ Mélisande Teng ⋅ Daphne Charles
Session
Fri Dec 11 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 3
Session
Fri Dec 11 03:30 AM -- 05:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 4
Workshop
Fri Dec 11 08:00 AM -- 10:15 AM (AEDT) @ MR C4.3 None
Predictive AI Evaluation Competition
Sang Truong ⋅ Olawale Salaudeen ⋅ Serena Wang ⋅ Yegor Denisov-Blanch ⋅ Fagun Patel ⋅ Angelina Wang ⋅ Luke Guerdan ⋅ Ziang Xiao ⋅ Xing Xie ⋅ Nick Haber ⋅ Sanmi Koyejo
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 10:15 AM (AEDT) @ MR C4.2 None
Learn2Design 2026: A physics experiment design competition for gravitational wave detectors
Jonathan Klimesch ⋅ Laurin Sefa ⋅ Soham Basu ⋅ Priya Kanagasabapathi ⋅ Sören Arlt ⋅ Xuemei Gu ⋅ Thomas Christie ⋅ Colin Doumont ⋅ Andreas Freise ⋅ Rana Adhikari ⋅ Philipp Hennig ⋅ Mario Krenn
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C3.3 None
AI for Drug Discovery: Bridging the Translation Gap
Ivor Tsang ⋅ Yu Xie ⋅ Sai Ho Ling ⋅ Yao Yinghua
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Parkside 2 None
Robot Learning with World Models: Capabilities, Frontiers, and Challenges
Kuang-Huei Lee ⋅ Hiroki Furuta ⋅ Homanga Bharadhwaj ⋅ Wenhao Yu ⋅ Joycelyn (Jing-Wen) Chen ⋅ Ruoshi Liu ⋅ Zeyi Liu ⋅ Yifu QIU ⋅ Kuang-Huei Lee
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 1 None
OPT 2026: Optimization for Machine Learning
Frederik Kunstner ⋅ Michael Crawshaw ⋅ Courtney Paquette ⋅ Fred Roosta ⋅ Sebastian Stich ⋅ Chulhee Yun
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.4 None
Open, Collaborative, and Decentralized Training of Foundation Models
Thalaiyasingam Ajanthan ⋅ Sameera Ramasinghe ⋅ Benjamin Thérien ⋅ Anastasia Koloskova ⋅ Kaja Gruntkowska ⋅ Eugene Belilovsky ⋅ Aakanksha Chowdhery ⋅ Nicholas Lane ⋅ Aj
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.11 None
AI at Scale for Clinical Impact (ASCI): Cancer Pathology Foundation Models
Neeraj Kumar ⋅ Ruchika Verma ⋅ Jia Wu ⋅ Hamid Tizhoosh ⋅ Joel Saltz ⋅ Katherine Hoadley ⋅ Gabriele Campanella ⋅ Chad Vanderbilt
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.6 & C4.7 None
Machine Learning for Simulations in Biology and Chemistry - The 2nd SIMBIOCHEM Workshop
Bruno Trentini ⋅ Emine Kucukbenli ⋅ Jigyasa Nigam ⋅ Maxim Secor ⋅ Ole Winther ⋅ Runzhong Wang
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C3.4 & C3.5 None
Agentic AI Benchmark and Application for Enterprise Tasks
Atsunori Moteki ⋅ Graham Neubig ⋅ Yonatan Bisk ⋅ Hideo Saito ⋅ Alexandre Drouin
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 3 None
Managing Agents that Manage Agents: Workshop on Responsible Use of Meta-Agents that Build, Optimize, and Supervise Other Agents
Simon Yu ⋅ Dilara Soylu ⋅ Apurva Gandhi ⋅ Jiuding Sun ⋅ Zichen Liu ⋅ Christopher D Manning ⋅ Weiyan Shi ⋅ We Shi
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C3.2 None
AI for Stochastic Dynamics: From Theoretical Foundations to Scientific Applications
Dai Shi ⋅ Andi Han ⋅ Bingxin Zhou ⋅ Luke Thompson ⋅ Valentin De Bortoli ⋅ Junbin Gao ⋅ José Miguel Hernández-Lobato
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 2 None
Interpretability as a Science: Toward Rigorous Foundations for Understanding LLMs
Dhanya Sridhar ⋅ Navita Goyal ⋅ Patrik Reizinger ⋅ Gemma Moran ⋅ David Klindt ⋅ Shruti Joshi ⋅ Hal Daumé
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C2.5 & C2.6 None
AgenticOS: Co-designing Systems and ML Foundations of an OS Layer for Agentic AI
Suparna Bhattacharya ⋅ Ian Foster ⋅ Jishen Zhao ⋅ Cong Wang ⋅ Tarun Kumar
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.5 None
Foundation Models for Temporal Systems: From Forecasting to World Modeling
Boris Oreshkin ⋅ Danielle Maddix Robinson ⋅ Omri Azencot ⋅ Ming Jin ⋅ Emadeldeen Eldele ⋅ Mayank Jauhari ⋅ Chenghao Liu ⋅ N. Benjamin Erichson ⋅ Mayank Jauhari Iitr
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 5 None
The Third Workshop on Agents in the Wild: Safety, Security, and Beyond
Chenguang Wang ⋅ Wei Wang ⋅ Yuan Xue ⋅ Nicholas Crispino ⋅ Tianneng Shi ⋅ Vincent Siu ⋅ Zhe Ye
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom B1 None
Agentic AI for Biological Discovery: Toward Closed-Loop Life-Science Intelligence
Mengdi Wang ⋅ Le Song ⋅ Masatoshi Uehara ⋅ Xiner Li ⋅ Ehsan Hajiramezanali ⋅ Philipp S. L. Schäfer
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C2.2 & C2.3 None
Grounded and Faithful Vision-Language Models for Real-World Deployment
Mozhgan Nasr Azadani ⋅ Yimu Wang ⋅ Milan Ganai ⋅ Jiayuan Mao ⋅ Weiming Zhi ⋅ Elahe Arani ⋅ Krzysztof Czarnecki ⋅ Marco Pavone
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR E5.4 & 5 None
NEmo: Neuro-Symbolic Embodied Intelligence
Elena Umili ⋅ Emanuele Musumeci ⋅ Vincenzo Suriani ⋅ Daniil Dobriy ⋅ Anna Sofia Lippolis
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.1 None
World Models in Physical AI
Jenny Schmalfuss ⋅ German Ros ⋅ Despoina Paschalidou ⋅ Roberto Martín-Martín ⋅ Jose M. Alvarez ⋅ Grossanchez
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Parkside 1 None
Diffusion Language Models: Foundations, Efficiency, and Reasoning
Irina Belousova ⋅ Shansan Gong ⋅ Amin Karimi Monsefi ⋅ Pavlo Molchanov ⋅ Jinjie Ni ⋅ Michael Shieh ⋅ Yizhe Zhang ⋅ Yuchen Zhu ⋅ Amin Karimi Monsefi
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Cockle Bay Room 2 None
NeurIPS 2026 Workshop on Tackling Climate Change with Machine Learning
Utkarsha Agwan ⋅ John Duncan ⋅ Kim Bente ⋅ Rajanie Prabha ⋅ Jonathan Richetti ⋅ Chen Chen ⋅ Yuanyuan Shi ⋅ David Rolnick ⋅ Utkarsha Agwan
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Cockle Bay Room 1 None
NeurIPS 2026 Workshop on Dynamic Alignment in Human-AI Coupled Systems
Hua Shen ⋅ Divy Thakkar ⋅ Gordon Dai ⋅ Vivek Myers ⋅ Nick Haber ⋅ Joan Bruna ⋅ Dawn Song ⋅ Yoshua Bengio
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C4.8 None
I Can’t Believe It’s Not Better (ICBINB): Failure Modes of AI in Biology
Peter Koo ⋅ Maria Brbic ⋅ Su-In Lee ⋅ Bianca Dumitrascu ⋅ Siba Smarak Panigrahi ⋅ Masayuki Nagai ⋅ Soham Gadgil ⋅ Ozgur Beker
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom B2 & B3 None
Physical Understanding for Decision-Making: Bridging Foundation Models and Reliable Agents
Felix Juefei-Xu ⋅ TIANYU SHI ⋅ Mengyue Yang ⋅ Rong Zou ⋅ Yuke Zhu ⋅ Michael Rabbat ⋅ Steven Waslander
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ MR C3.6 None
Workshop for Autonomous Machine Learning Research
Arjun Prakash ⋅ Aditya Iyer ⋅ Jack Liell-Cock ⋅ Hamish Ivison ⋅ Amy Greenwald ⋅ Nora Ayanian
[ OpenReview] 
Workshop
Fri Dec 11 08:00 AM -- 05:00 PM (AEDT) @ Hall 4 None
Symmetry and Geometry in Neural Representations NeurIPS Workshops 2026
Francisco Acosta ⋅ David Klindt ⋅ Louisa Cornelis ⋅ Alison Pouplin ⋅ Nina Miolane ⋅ Fatih Dinc
[ OpenReview] 
Session
Fri Dec 11 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 4
Workshop
Fri Dec 11 10:30 AM -- 12:45 PM (AEDT) @ MR C4.3 None
RoboSynChallenge: Mastering Real-World Dexterity via Generalizing Synthesized Manipulation Skills
Runyi Zhao ⋅ Ruixin Wu ⋅ Hongrui Zhang ⋅ Chengkun Li ⋅ Ang Li ⋅ Ruixing Jin ⋅ Yueci Deng ⋅ Yingying Guo ⋅ Lihe Ding ⋅ Shaocong Dong ⋅ Tianfan Xue ⋅ Yanjun Gao ⋅ Yudong Luo ⋅ Simo Wu ⋅ Kui Jia ⋅ Wei-Shi Zheng ⋅ Guiliang Liu ⋅ Robosynchallenge
[ OpenReview] 
Workshop
Fri Dec 11 01:00 PM -- 03:15 PM (AEDT) @ MR C4.3 None
NeurIPS 2026 RealPDE Competition: Scientific ML for Real-world Physical Systems
Tailin Wu ⋅ Wenhao Deng ⋅ Haodong Feng ⋅ Ruiqi Feng ⋅ Tianrun Gao ⋅ Peiyan Hu ⋅ Hongyuan Liu ⋅ Tengfei Xu ⋅ Xinyu Yang ⋅ LEI BAI ⋅ Zongyi Li ⋅ Johannes Brandstetter ⋅ Nils Thuerey ⋅ Rose Yu ⋅ Animashree Anandkumar
[ OpenReview] 
Workshop
Fri Dec 11 03:30 PM -- 05:45 PM (AEDT) @ MR C4.3 None
Speech Accessibility Project Challenge 2
Mark Hasegawa-Johnson ⋅ Xiuwen Zheng ⋅ Subhashini Venugopalan ⋅ Dhruuv Agarwal ⋅ Venkatesh Ravichandran ⋅ Colin Lea ⋅ Edward Cutrell
[ OpenReview] 
Tutorial
Fri Dec 11 07:30 PM -- 10:30 PM (AEDT) @ Room 141 None
Performance Estimation Problems: Computer-Aided and AI-Assisted Analysis and Design of First-Order Optimization Methods
Aymeric Dieuleveut ⋅ Adrien Taylor ⋅ Daniel Berg Thomsen ⋅ Baptiste Goujaud
Session
Fri Dec 11 09:30 PM -- 11:30 PM (AEDT) @ Paris Poster Hall None
Paris Poster Session 5
Affinity Event
Fri Dec 11 11:00 PM -- 04:00 AM (AEDT) @ Room 152 (95 theatre) None
NewInML
Ariankh
Tutorial
Fri Dec 11 11:00 PM -- 02:00 AM (AEDT) @ Room 141 None
Economics of Generative AI
Stratis Tsirtsis ⋅ Manuel Rodriguez ⋅ Ander Artola Velasco ⋅ Roland Rathelot ⋅ Ole Teutloff ⋅ Ana-Andreea Stoica
Session
Sat Dec 12 12:30 AM -- 02:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 6
Affinity Event
Sat Dec 12 01:00 AM -- 05:00 AM (AEDT) @ C210 None
Queer in AI and {Dis}Ability in AI Workshop at NeurIPS 2026
Siyan Li ⋅ B.V. Alaka ⋅ Sharvani Jha ⋅ Alex Markham ⋅ Esmeralda S. Whitammer ⋅ Claas A. Voelcker ⋅ Pranav A ⋅ Maria Skoularidou ⋅ William Agnew ⋅ Organizers of QueerinAI
Session
Sat Dec 12 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 5
Workshop
Sat Dec 12 08:00 AM -- 10:15 AM (AEDT) @ MR C4.3 None
AMP Challenge: A Benchmark for Generative AI in Antimicrobial Peptide Design
Ewa Szczurek ⋅ Paulina Szymczak ⋅ Rasmus Møller-Larsen ⋅ Bruno Puczko-Szymański ⋅ Marcelo Der Torossian Torres ⋅ Cesar de la Fuente-Nunez
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 3 None
Continual Learning in the Era of Foundation Models and Embodied Agents
Jonghyun Choi ⋅ Xiao-Ming Wu ⋅ Rahaf Aljundi ⋅ Jorge Mendez-Mendez ⋅ Liyuan Wang ⋅ Yujie Feng ⋅ Yuankai Luo
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Cockle Bay Room 2 None
Transitioning from Pre-training to Post-training
Rachit Bansal ⋅ Clara Mohri ⋅ Tian Qin ⋅ Harman Singh ⋅ Samy Jelassi ⋅ Sham Kakade
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 5 None
Who Verifies the Agents? Toward Reliable Agent Development
Ahmad Beirami ⋅ Mert Cemri ⋅ Zhang-Wei Hong ⋅ Hung Le ⋅ Ninareh Mehrabi ⋅ Melissa Pan ⋅ Dilara Soylu
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Parkside 2 None
PTA: From Pretrained Representations to Acting Agents -- Bridging Pretraining, Planning, and Test-Time Decision Making
Ping-Chun Hsieh ⋅ Kuang-Huei Lee ⋅ Yen-Ling Kuo ⋅ Bo Dai ⋅ Georgia Chalvatzaki ⋅ Karen Leung ⋅ Co Yong ⋅ Claas A. Voelcker
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom B2 & B3 None
8th Robot Learning Workshop: Is Physical AI Going Zero-Shot?
Alex Bewley ⋅ Andrey Kolobov ⋅ Hamidreza Kasaei ⋅ Roberto Calandra ⋅ Johannes V Busch ⋅ Moritz Reuss ⋅ Jiaxu Xing ⋅ Jen Jen Chung
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C2.5 & C2.6 None
AI Foundations for Power Grids: From Models to Deployment at Scale
Andrea Britto Mattos Lima ⋅ Wenqi Cui ⋅ Nicolas Christianson ⋅ Christopher Yeh ⋅ Rabab Haider ⋅ Baosen Zhang ⋅ Thomas Brunschwiler
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.1 None
ATTRIB: Workshop on Data Attribution and Provenance
Sarah Cen ⋅ Andrew Ilyas ⋅ Bálint Mucsányi ⋅ Elisa Nguyen ⋅ Sam Park ⋅ Theodora Worledge ⋅ Theodoraworledge
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 4 None
Beyond Next Token Prediction: Diffusion and Flow Models for Next-Generation Decoding
Minhyuk Sung ⋅ Jaihoon Kim ⋅ Sophia Tang ⋅ Subham Sahoo ⋅ Nolan Dey ⋅ Pranam Chatterjee ⋅ Molei Tao
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C3.2 None
Beyond Private Training: The New Landscape of AI Privacy
Eli Chien ⋅ Ruihan Wu ⋅ Erchi Wang ⋅ Jiachen (Tianhao) Wang ⋅ Niloofar Mireshghallah ⋅ Antti Honkela ⋅ Yu-Xiang Wang ⋅ Kamalika Chaudhuri ⋅ Ruihan
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C3.3 None
Workshop on the Linguistic Principles for Foundation Models
Zhiqin Yang ⋅ Xiuying Chen ⋅ Ekaterina Vylomova ⋅ Bo Han ⋅ Masashi Sugiyama ⋅ Jingwen Fu ⋅ Yhliu
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C3.4 & C3.5 None
Interpreting Agent Behavior (IAB): Human-Centered Interpretation for Understanding Agents, Humans, and Interaction
Sophia Gao ⋅ Kaiser Sun ⋅ Teresa Yeo ⋅ Daniel Khashabi ⋅ Zhuoran Lu ⋅ Boyuan Zheng ⋅ Katherine Van Koevering ⋅ Sijie Ji ⋅ Jen-Tse Huang
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 1 None
Foundation Models for the Brain and Body
Mehdi Azabou ⋅ Nanda H Krishna ⋅ Pierre Guetschel ⋅ Jonathan McCart ⋅ Alexandre Andre ⋅ Melanie Segado
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C2.2 & C2.3 None
Can We Trust AI Evaluation? Robustness, Causality, and Risk in Modern AI Assessment
Sarah Erfani ⋅ Paolo Giudici ⋅ Xingjun Ma ⋅ Eduard Hovy ⋅ Curtis Huang
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.6 & C4.7 None
Self-Evolving Diversity-Driven Search for Robust AI Systems
Jiao Liu ⋅ Haofeng Wu ⋅ Seyed-Mohsen Moosavi-Dezfooli ⋅ Chaoqi Chen ⋅ Catherine Huang ⋅ Sergio Escalera ⋅ Yew Soon Ong
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.4 None
Continual World Models
Laura Leal-Taixé ⋅ Xindi Wu ⋅ Jonathan Lorraine ⋅ Qianqian Wang ⋅ Peter Tong ⋅ Amir Bar
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR E5.4 & 5 None
Responsible Communication of Machine Learning Research in Biomedicine
Siobhan Sanford ⋅ Julia A. Meister ⋅ Qiyao Wei ⋅ Nikhil C Kurian ⋅ Ben Glocker ⋅ Jessica Schrouff
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Parkside 1 None
The Third Workshop on GenAI for Health: Agentic Systems, Clinical Trust, and Future Potential
Jiayuan Ding ⋅ Pranav Rajpurkar ⋅ Junyuan Hong ⋅ Joseph Lim ⋅ Ehsan Adeli ⋅ Subhabrata Mukherjee ⋅ Ying Ding ⋅ Jiayuan ⋅ Genai Health ⋅ Tanveer Syeda-Mahmood
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.5 None
ML for Systems
Dan Zhang ⋅ Xinlei XU ⋅ Mangpo Phothilimthana ⋅ Divya Mahajan ⋅ Haoran Qiu ⋅ Patrick Musau
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.8 None
2nd Embodied Spatial Reasoning (ESR) Workshop
Wufei Ma ⋅ Haoyu Chen ⋅ Hunar Batra ⋅ Tommie Kerssies ⋅ Adam Kortylewski ⋅ Yilun Du ⋅ Alan Yuille
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Hall 2 None
AI4Mat-NeurIPS-2026: NeurIPS-2026 Workshop on AI for Accelerated Materials Design
Santiago Miret ⋅ Mara Schilling-Wilhelmi ⋅ N M Anoop Krishnan ⋅ Vijay K Narasimhan ⋅ Stefano Martiniani
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Grand Ballroom B1 None
AI for Science: Verification in the Age of AI Scientists
Ada Fang ⋅ Yuanqi Du ⋅ Ana Rivera Him ⋅ Anvita Bhagavathula ⋅ Emilien Dupont ⋅ Priya L Donti ⋅ Marinka Zitnik
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ Cockle Bay Room 1 None
XAI4science: Knowledge Discovery and Trust through Interpretable Foundation Models
Leonardo Pesce ⋅ Jiawen Wei ⋅ Max Welling ⋅ Gianmarco Mengaldo
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C3.6 None
On-Device Intelligence: Foundation Models under Real-World Constraints
Niao He ⋅ Bingcong Li ⋅ Shiwei Liu ⋅ Hao Ma ⋅ Michael Muehlebach ⋅ Daniela Rus ⋅ Marko Zaric ⋅ Melanie Zeilinger
[ OpenReview] 
Workshop
Sat Dec 12 08:00 AM -- 05:00 PM (AEDT) @ MR C4.11 None
Real-Time Conversational Agents: Toward Natural Multimodal Interaction
Niki M Foteinopoulou ⋅ Alessandro Conti ⋅ Jack Saunders ⋅ Oya Celiktutan ⋅ Cigdem Beyan ⋅ Ioannis Patras ⋅ Jack Saunders
[ OpenReview] 
Session
Sat Dec 12 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 6
Competition
Sat Dec 12 10:30 AM -- 12:45 PM (AEDT) @ MR C4.3 None
Synthetic Humanitarian Surveys at Scale: A Closed Evaluation via Unreleased UN Microdata
Andreas Haupt ⋅ Mary MacLennan ⋅ Ukasha Ramli ⋅ Rebeca M Jimenez ⋅ Alex Pentland ⋅ Sanmi Koyejo ⋅ Yegor Denisov-Blanch
[ OpenReview] 
Workshop
Sat Dec 12 01:00 PM -- 03:15 PM (AEDT) @ MR C4.3 None
QuantiPhy Challenge: Quantitative Physical Reasoning for VLMs
Li Puyin ⋅ Tiange Xiang ⋅ Ella Mao ⋅ Shirley J Wei ⋅ Xinye Chen ⋅ Carl Liu ⋅ Fei-Fei Li ⋅ Ehsan Adeli
[ OpenReview] 
Workshop
Sat Dec 12 03:30 PM -- 05:45 PM (AEDT) @ MR C4.3 None
RoCo-Spring: The Robust Correspondence Challenge
Shashank Agnihotri ⋅ Victor Oei ⋅ Jenny Schmalfuss ⋅ Katrin Bauer ⋅ Henrique Morimitsu ⋅ Andres Bruhn ⋅ Margret Keuper
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Salle 253 None
AI and the Self: Human Identity, Authenticity, and Agency in the Age of AI
Mukund Choudhary ⋅ Abdoul Jalil DJIBEROU MAHAMADOU ⋅ Sandrine R Schiller ⋅ Haneesha Pinnamaraju ⋅ Jacki O'Neill ⋅ Akhil Arora ⋅ Monojit Choudhury
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Salle 242 None
2nd Workshop on Principles of Generative Modeling (PriGM)
Francesco Cagnetta ⋅ Elisabetta Cornacchia ⋅ Valentin De Bortoli ⋅ Soon Hoe Lim ⋅ Bingbin Liu ⋅ Bruno Loureiro ⋅ Gabriel Peyré
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Room 106 None
RoboPAD: Post-Training Adaptation of Robot Foundation Models
Shijie Li ⋅ Shizhe Chen ⋅ Ziwei Wang ⋅ Jiafei Duan ⋅ Sihao Lin ⋅ Changliu Liu ⋅ Gerhard Neumann
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Salle 241 None
Foundations of Agentic Systems Theory (FAST)
Erik Miehling ⋅ Madeline G. Reinecke ⋅ Hamza Mostafa ⋅ Jordan McAfoose ⋅ Irina Rish ⋅ Djallel Bouneffouf
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Amphitheater 44 None
2nd Workshop on Advances in Representation Learning for Earth Observation (REO-2)
Nikolaos Ioannis Bountos ⋅ Benedikt Blumenstiel ⋅ Ruben Cartuyvels ⋅ Nico Lang ⋅ Loic Landrieu ⋅ Xiaoxiang Zhu ⋅ Gustau Camps-Valls ⋅ Ioannis Papoutsis
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Amphitheater 55B None
Machine Learning for Spatially Resolved High-dimensional Biology
Lucia Testa ⋅ Stefan Bonn ⋅ Robin Khatri ⋅ Behnam Yousefi
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Amphitheater 55A None
Reinforcement Learning for Experimental Sciences: Bridging the Simulation-to-Reality Gap
Odalric-Ambrym Maillard ⋅ Ronald Ortner ⋅ Audrey Durand ⋅ Mohammad Sadegh Talebi ⋅ Samba Diaw ⋅ Tristan Fauvel
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Salle 252 None
Trustworthy AI for Good (AI4GOOD) Workshop
Terry J Zhang ⋅ Arian Khorasani ⋅ Joan Nwatu ⋅ Rada Mihalcea ⋅ Milind Tambe ⋅ David Lie ⋅ Christian Schroeder de Witt ⋅ Zhijing Jin ⋅ Swapneel Mehta ⋅ Klaudia Krawiecka
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Room 109 None
AI for Chip Design
Dario Garcia-Gasulla ⋅ Gokcen Kestor ⋅ Emanuele Parisi ⋅ Zhiyao Xie ⋅ Luca Benini ⋅ Leigh Anne Clevenger ⋅ Cong Hao
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Amphitheater 43 None
Sim2Science: ML with Imperfect Scientific Models
Georgia Channing ⋅ Noémi Éltető ⋅ Richard Gao ⋅ Daniel Gedon ⋅ Magdalena Lederbauer
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Salle 243 None
AI for Peace
Noa Garcia ⋅ Leonardo Impett ⋅ Yannis Kalantidis ⋅ Sonia Fereidooni ⋅ Pier Luigi Dovesi ⋅ Alexandra Volokhova
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Room 108 None
AIDaR: AI Data Readiness for Scientific Discovery
Zoe Piran ⋅ Arindam Sett ⋅ Edaeni Hamid ⋅ Vladimir Ermakov ⋅ Kenny Workman ⋅ A. Sina Booeshaghi ⋅ Michal Rosen-Zvi
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Amphiteater 34B None
Grounded User Simulation for Model Evaluation and Training:\\ Diversity, Fidelity, and Validity
Yevgeniy Meyer ⋅ Krisztian Balog ⋅ Flora Salim ⋅ Victor Barres ⋅ Preethi Seshadri
[ OpenReview] 
Workshop
Sat Dec 12 06:00 PM -- 03:00 AM (AEDT) @ Salle 251 None
ELLIS Workshop on the Foundations of LLM Post-Training in Changing Environments
Francesco Quinzan ⋅ Fanghui Liu ⋅ Gabriel Peyré ⋅ Patrick Rebeschini ⋅ Chengchun Shi
[ OpenReview] 
Workshop
Sat Dec 12 11:00 PM -- 01:15 AM (AEDT) @ Salle TD None
AIMO Interpretability Challenge
Michal Štefánik ⋅ Philipp Mondorf ⋅ Andreas Waldis ⋅ Qianying Liu ⋅ Marek Kadlčík ⋅ Michal Spiegel ⋅ Adam Vawda-Oomerjee ⋅ Chaoran Liu ⋅ Simon Frieder ⋅ Fazl Barez ⋅ Pontus Lars Erik Saito Stenetorp ⋅ Michal Stefanik
[ OpenReview] 
Competition
Sun Dec 13 12:00 AM -- 02:15 AM (AEDT) @ C210 None
Agenthon 2026: Verifiable AI for Quantitative Finance (Executable Oracles for Code, Forecasts, Simulation, and Market Analysis)
Pawel Polak ⋅ Christos Koutsoyannis ⋅ David Rosenberg ⋅ Gary Kazantsev ⋅ Ioana Boier ⋅ Zhikang Dong ⋅ Ruolan Sun ⋅ Haohan Xu ⋅ Mathew Thiel
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C208-C209 None
World Models for High-Stakes Health: Reliable Clinical Trial Simulation and Intervention-Aware Reasoning
Jay Nanavati ⋅ Shalmali Joshi ⋅ Rahul Krishnan ⋅ Lin Li ⋅ Katherine E Link ⋅ Emma Slade
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C205 None
Can We Trust the Judge? Building Reliable Evaluation for Language Models
Jayash Koshal ⋅ Meghana Makhija ⋅ Amjad A Jbara ⋅ Hui Wan ⋅ Shanu Sushmita
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C206 None
NeurIPS 2026 Workshop on SaTQuML: Secure and Trustworthy Quantum Machine Learning
Mohammad Saidur Rahman ⋅ Jakub Szefer ⋅ Muhammad T Raza ⋅ Khoa Luu ⋅ Shahrooz Pouryousef
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C105-C106 None
The Third Workshop on Long-Context Foundation Models
Zexue He ⋅ Howard Yen ⋅ Amanda Bertsch ⋅ Seungju Han ⋅ Alex Pentland ⋅ Danqi Chen ⋅ Yejin Choi
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C101 (Aud) None
Dynamics at the Frontiers of Optimization, Sampling, and Games
Zhiyu He ⋅ Michael Jordan ⋅ Jiaming Liang ⋅ Wenlong Mou ⋅ Michael Muehlebach ⋅ Purnamrita Sarkar ⋅ Molei Tao ⋅ Andre Wibisono
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ Hall C3 None
MATH-AI: The 6th Workshop on Mathematical Reasoning and AI
Peiyang Song ⋅ Kaiyu Yang ⋅ Patrick Shafto ⋅ Sanjeev Arora ⋅ Katie Collins ⋅ Sean Welleck ⋅ Mateja Jamnik
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C108-C109 None
Interpretability for Discovery: Understanding and Discovering Novel Knowledge in AI Models
Xiaoyan Bai ⋅ Yonatan Belinkov ⋅ Ekdeep S Lubana ⋅ Yaniv Nikankin ⋅ Chenhao Tan ⋅ Amirtha Varshini Anbuchezhiyan Sindhanai
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C111-112 None
AI Agents for Biomedical Imaging and Multimodal Clinical Data
Ehsan Adeli ⋅ Tal Arbel ⋅ Adrian Dalca ⋅ Klaus Maier-Hein ⋅ Curtis Langlotz ⋅ Mert Sabuncu
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C102 (Aud) None
EconML: Economics for Machine Learning
Safwan Hossain ⋅ Meena Jagadeesan ⋅ Eric Mazumdar ⋅ Ariel Procaccia ⋅ Eden Saig ⋅ Kunhe Yang
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C211-213 None
Child Safety in AI
Rebecca S Portnoff ⋅ Virginia Smith ⋅ Andrew Strait ⋅ Ashia Wilson ⋅ Campbell Wilson ⋅ Vinith Suriyakumar ⋅ Aashiq Muhamed
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C113-114 None
AI for Verifiable Coding: Human-Aligned Collaborative Agents for Autoformalization, Proofs, and Heuristics
Wuyang Chen ⋅ Soonho Kong ⋅ Hakjoo Oh ⋅ Jingxuan He ⋅ Jacqueline Mitchell ⋅ Amanda Liu ⋅ Zhe Ye ⋅ Xiaodong Liu
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C201 None
AI and Science: Evolution or Extinction?
Nathan Suri ⋅ Savannah Thais ⋅ Lauren Greenspan ⋅ Roberto Trotta ⋅ Max Hennick
[ OpenReview] 
Workshop
Sun Dec 13 12:00 AM -- 09:00 AM (AEDT) @ C202-C204 None
NeurIPS’26 Workshop on AI-Native Academia: Authorship, Peer Review, and Conference Governance under AI
Denghui Zhang ⋅ Jianing Zhu ⋅ Sarvapali Ramchurn ⋅ Manling Li ⋅ Zhangyang "Atlas" Wang
[ OpenReview] 
Competition
Sun Dec 13 01:30 AM -- 03:45 AM (AEDT) @ Salle TD None
NeurIPS 2026 Competition Proposal: FAIR Universe Weak Lensing ML Uncertainty Challenge on Distribution Shifts in Cosmology
Biwei Dai ⋅ Po-Wen Chang ⋅ Wahid Bhimji ⋅ Paolo Calafiura ⋅ Ragansu Chakkappai ⋅ Yuan-Tang Chou ⋅ Ibrahim Elsharkawy ⋅ Steven Farrell ⋅ Isabelle Guyon ⋅ Chris Harris ⋅ Benjamin Nachman ⋅ David Rousseau ⋅ Uros Seljak ⋅ Ihsan Ullah ⋅ Yulei Zhang ⋅ Wahid Bhimji
[ OpenReview] 
Competition
Sun Dec 13 02:30 AM -- 04:45 AM (AEDT) @ C210 None
Fusion Equilibrium Challenge: Inferring & Transferring Magnetic Geometry without Magnetic Diagnostics
Tapan Ganatma Nakkina ⋅ Matthew Waller ⋅ Craig Michoski ⋅ Brian Sammuli ⋅ David R Hatch ⋅ William Boyes ⋅ C M Clark ⋅ Raffi Nazikian ⋅ Sterling P Smith ⋅ Michoski
[ OpenReview] 
Workshop
Sun Dec 13 05:00 AM -- 07:15 AM (AEDT) @ C210 None
The Virtual Embryo Challenge: Generative Modeling of Embryogenesis Across Space, Scale and Time
Jiayuan Ding ⋅ Yifan Lu ⋅ Qingquan Zhang ⋅ Zehua Zeng ⋅ Weize Xu ⋅ Nic Fishman ⋅ You He ⋅ Siyu He ⋅ Le Song ⋅ Eric Xing ⋅ James Zou ⋅ Emily Fox ⋅ Marinka Zitnik ⋅ Neil C ⋅ Xiaojie Qiu
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Room 109 None
Real-Time Multimodal Conversational AI
Titouan Parcollet ⋅ Shalini De Mello ⋅ Rogier van Dalen ⋅ Naomi Harte ⋅ Slim Essid
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Amphitheater 55A None
Generalization for Time Series in Tight Settings: Latency, Inference, Memory, prIvacy and Sustainability (TS-LIMITS)
Aurélie Boisbunon ⋅ Rémi Emonet ⋅ Valerio Frascolla ⋅ Elisa Fromont ⋅ Fabio Bonassi ⋅ June Sallou
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Salle 242 None
Bridging Optimal Transport, Learning and Structured Data: Toward Geometric Distributional Learning
Clément Bonet ⋅ Julie Delon ⋅ Nina Miolane ⋅ Youssef Mroueh ⋅ Kimia Nadjahi ⋅ Justin Solomon
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Amphitheater 43 None
Agentic Systems for Molecular Sciences
Nadine Schneider ⋅ Günter Klambauer ⋅ Ola Engkvist ⋅ Marwin Segler ⋅ Sohvi Luukkonen
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Salle 243 None
Privacy in the Era of Large Opaque Models: Theoretical, Legal, and Practical Perspectives
Sana Tonekaboni ⋅ Lena Stempfle ⋅ Linus Bleistein ⋅ Maryam Molamohammadi ⋅ Franziska Boenisch ⋅ Adam Dziedzic ⋅ Linus Bleinstein
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Room 108 None
Representations for the Physical Sciences
Florence d'Alché-Buc ⋅ Pierre Gentine ⋅ Kara Lamb ⋅ Mathias Niepert ⋅ Pietro Novelli ⋅ Massimiliano Pontil
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Amphiteater 34B None
SLM-Agents: 1st Workshop on SLMs for Agentic Systems
Habib Hajimolahoseini ⋅ Mehdi Rezagholizadeh ⋅ Vahid Partovi Nia ⋅ Shahrzad Kianidehkordi ⋅ Mouloud Belbahri ⋅ Pavlo Molchanov ⋅ Hamed Jafarzadeh Asl ⋅ Masoud Asgharian
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Room 106 None
LIGHT: Deployable Small Foundation Models
Roberta Calegari ⋅ Dennis Hoppe ⋅ Joachim Koehler ⋅ Michela Milano
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Salle 253 None
Foundations of Language Model Security: Theory, Practice, and Fundamental Limits
Egor Zverev ⋅ Maura Pintor ⋅ Ana-Maria Cretu ⋅ Santiago Zanella-Beguelin ⋅ Nicole Nichols ⋅ Pavel Laskov
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Amphitheater 55B None
AI for Meta-Science: Scaling and Organizing Science in the Age of AI Scientists
prabhant singh ⋅ Hilde Weerts ⋅ Thanh Gia Hieu Khuong ⋅ Lele Cao ⋅ Joaquin Vanschoren
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Salle 241 None
Neural Network Artifacts as a New Data Modality
Giorgos Bouritsas ⋅ Amil Dravid ⋅ Fabrizio Frasca ⋅ Aspen Hopkins ⋅ Koyena Pal ⋅ Bo Zhao
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Salle 251 None
E-Values: From Statistics to ML
Shubhada Agrawal ⋅ Sebastian Arnold ⋅ Yo Joong Choe ⋅ Peter Grünwald ⋅ Aaditya Ramdas
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Salle 252 None
AXIOM: Foundations of Efficient Deep Learning
Olga Saukh ⋅ Linara Adilova ⋅ Bernhard Geiger ⋅ Yedi Zhang ⋅ Flavio Martinelli
[ OpenReview] 
Workshop
Sun Dec 13 06:00 PM -- 03:00 AM (AEDT) @ Amphitheater 44 None
Personalized, Aligned, Long-Term Memory for AI Systems (PALM) Workshop
Mario Fritz ⋅ Seong Joon Oh ⋅ Sahar Abdelnabi ⋅ Junxiao Shen ⋅ Hugo Lopes ⋅ Haritz Puerto ⋅ Ivaxi Sheth ⋅ Seokwon Jung
[ OpenReview] 
Workshop
Sun Dec 13 08:30 PM -- 10:45 PM (AEDT) @ Salle TD None
The Smart Buildings Challenge: Learning Foundation Models for Real-World Optimization at Scale
Judah Goldfeder ⋅ Philippe Wyder ⋅ Na Li ⋅ Victoria Dean ⋅ Donna Vakalis ⋅ Jiong Lin ⋅ Bing Dong ⋅ Michael J Rossetti ⋅ Nathan Kutz ⋅ Sohei Arisaka ⋅ John Sipple ⋅ Hod Lipson ⋅ Yoshua Bengio ⋅ Pmw
[ OpenReview] 
Workshop
Sun Dec 13 11:00 PM -- 01:15 AM (AEDT) @ Salle TD None
The Steerability Challenge
Erik Miehling ⋅ Ching-Yun Ko ⋅ Matthew Riemer ⋅ Maria Chang ⋅ Pierre Dognin ⋅ Inge Vejsbjerg ⋅ Moninder Singh ⋅ Dennis Wei ⋅ Karthikeyan Natesan Ramamurthy ⋅ Pin-Yu Chen ⋅ Bharadwaj Ravichandran ⋅ Arslan Basharat ⋅ David Chan ⋅ Chen Xiong ⋅ Zhiyuan He ⋅ Tsung-Yi Ho ⋅ Tommaso Tosato ⋅ Michael J Clark
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C205 None
SocialAgent: Second Workshop on Large Language Models for Social Reasoning and Simulation
Xiangjue Dong ⋅ Jiseon Kim ⋅ Yunah Jang ⋅ Tim G. J. Rudner ⋅ Alice Oh
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C102 (Aud) None
The Agentic Web: Networked, Continually-Adapting Agent Ecosystems
Pradyumna Chari ⋅ Eric Horvitz ⋅ Zixuan Ke ⋅ Risto Miikkulainen
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C206 None
Continual Learning for Enterprise AI Agents
Naoki Abe ⋅ Aurelie Lozano ⋅ Xi Yang ⋅ Yu Deng ⋅ Meng Jiang ⋅ Cheng Xiang Zhai ⋅ Michael Littman
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C101 (Aud) None
Medical Reasoning with Multimodal Foundation Models
Anas Zafar ⋅ Sana Tonekaboni ⋅ Min W Sun ⋅ Julia Vogt ⋅ Alejandro Lozano ⋅ Jia Wu
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C108-C109 None
DevAI: Developmental Perspectives on AI
Shify Treger ⋅ Yehonatan Avidan ⋅ Mengmi Zhang ⋅ Kelsey Allen ⋅ Shimon Ullman
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C113-114 None
Integrating Generative and Experimental Platforms for Biomolecular Design (GEM)
Soojung Yang ⋅ Chenghao Liu ⋅ Jarrid Rector-Brooks ⋅ Lauren Hong ⋅ Sidney L Lisanza ⋅ Jacob Gershon
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C202-C204 None
Physical World Model
Kaichen Zhou ⋅ Ruojin Cai ⋅ Jian-Qing Zheng ⋅ Congyue Deng ⋅ Amir Jamaludin ⋅ Yining Hong ⋅ Shangzhe Wu ⋅ Mengyu Wang ⋅ Jianqing Zhen
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C211-213 None
The BabyVLM Workshop: Toward Developmentally Plausible Multimodal Systems
Boqing Gong ⋅ Aaron Mueller ⋅ Paula Buttery ⋅ Leshem Choshen ⋅ Suchir Salhan ⋅ Shengao Wang ⋅ Wenqi Wang ⋅ Max Whitton
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C105-C106 None
Human-AI Coevolution: Measuring Human-Agent Teams in the Agentic Era
Kiana J Meimandi ⋅ Ahmad Rushdi ⋅ Martin Gonzalez ⋅ Marc R Schlichting ⋅ Dylan Asmar
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C208-C209 None
Workshop on Evaluation of Interactive Agents
Yao Dou ⋅ Siyan Li ⋅ Marwa Abdulhai ⋅ Nicholas Tomlin ⋅ Michel Galley ⋅ Jacob Eisenstein ⋅ Alan Ritter ⋅ Wei "Coco" Xu
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C111-112 None
Second Workshop on MLxOR: Mathematical Foundations and Operational Integration of Machine Learning for Uncertainty-Aware Decision-Making
Minshuo Chen ⋅ Jing Dong ⋅ Henry Lam ⋅ Karthyek Murthy ⋅ Min-hwan Oh ⋅ Devavrat Shah ⋅ Renyuan Xu ⋅ Enlu Zhou
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ Hall C3 None
Workshop on Towards Test-Time Continual Learning Agents
Zheyuan Zhang ⋅ Chuanyang Jin ⋅ Jacob Sansom ⋅ Zekun Wang ⋅ Jianwen Xie ⋅ Joyce Chai ⋅ Daniel Khashabi ⋅ Tianmin Shu
[ OpenReview] 
Workshop
Mon Dec 14 12:00 AM -- 09:00 AM (AEDT) @ C201 None
Workshop on Resource-Aware Agentic AI
Kai-Wei Chang ⋅ Jiri Gesi ⋅ Yuxuan Lu ⋅ Weijia Shi ⋅ Dakuo Wang ⋅ Luke Zettlemoyer ⋅ Jiaxin Pei
[ OpenReview]