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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1904
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
Jiarui Yao ⋅ Yifan Hao ⋅ Hanning Zhang ⋅ Hanze Dong ⋅ Wei Xiong ⋅ Nan Jiang ⋅ Tong Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2500
Angular Constraint Embedding via SpherePair Loss for Constrained Clustering
Shaojie Zhang ⋅ Ke Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5411
Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
Zheng Zhan ⋅ Liliang Ren ⋅ Shuohang Wang ⋅ Liyuan Liu ⋅ Yang Liu ⋅ Yeyun Gong ⋅ Yanzhi Wang ⋅ yelong shen
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2412
CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
Vahid Balazadeh Meresht ⋅ Hamidreza Kamkari ⋅ Valentin Thomas ⋅ Junwei Ma ⋅ Bingru Li ⋅ Jesse Cresswell ⋅ Rahul Krishnan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2706
UniTransfer: Video Concept Transfer via Progressive Spatio-Temporal Decomposition
guojun lei ⋅ Rong Zhang ⋅ Tianhang Liu ⋅ Hong Li ⋅ Zhiyuan Ma ⋅ Chi Wang ⋅ Weiwei Xu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1100
Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection
Shuhai Zhang ⋅ ZiHao Lian ⋅ Jiahao Yang ⋅ Daiyuan Li ⋅ Guoxuan Pang ⋅ Feng Liu ⋅ Bo Han ⋅ Shutao Li ⋅ Mingkui Tan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4307
GeoVideo: Introducing Geometric Regularization into Video Generation Model
Yunpeng Bai ⋅ Shaoheng Fang ⋅ Chaohui Yu ⋅ Fan Wang ⋅ Qixing Huang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1707
GLID$^2$E: A Gradient-Free Lightweight Fine-tune Approach for Discrete Biological Sequence Design
Hanqun Cao ⋅ Haosen Shi ⋅ Chenyu Wang ⋅ Sinno Pan ⋅ Pheng-Ann Heng
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5307
HyperET: Efficient Training in Hyperbolic Space for Multi-modal Large Language Models
Zelin Peng ⋅ Zhengqin Xu ⋅ Qingyang Liu ⋅ Xiaokang Yang ⋅ Wei Shen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4418
Orientation Matters: Making 3D Generative Models Orientation-Aligned
Yichong Lu ⋅ Yuzhuo Tian ⋅ Zijin Jiang ⋅ Yikun Zhao ⋅ Yuanbo Yang ⋅ Hao Ouyang ⋅ Haoji Hu ⋅ Huimin Yu ⋅ Yujun Shen ⋅ Yiyi Liao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2317
Distilling LLM Prior to Flow Model for Generalizable Agent’s Imagination in Object Goal Navigation
Badi Li ⋅ Ren-Jie Lu ⋅ Yu Zhou ⋅ Jingke Meng ⋅ Wei-Shi Zheng
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4900
TRiCo: Triadic Game-Theoretic Co-Training for Robust Semi-Supervised Learning
Hongyang He ⋅ Xinyuan Song ⋅ Yangfan He ⋅ Zeyu Zhang ⋅ Yanshu Li ⋅ Haochen You ⋅ Lifan Sun ⋅ Wenqiao Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4809
Physics-informed Neural Operator for Pansharpening
Xinyang Liu ⋅ Junming Hou ⋅ Chenxu Wu ⋅ Xiaofeng Cong ⋅ zihao chen ⋅ Shangqi Deng ⋅ Junling Li ⋅ Liang-Jian Deng ⋅ Bo Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4718
Intervene-All-Paths: Unified Mitigation of LVLM Hallucinations across Alignment Formats
Jiaye Qian ⋅ Ge Zheng ⋅ Yuchen Zhu ⋅ Sibei Yang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1201
Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling
Yichuan Cao ⋅ Yibo Miao ⋅ Xiao-Shan Gao ⋅ Yinpeng Dong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4715
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding
Zongxia Li ⋅ Xiyang Wu ⋅ Guangyao Shi ⋅ Yubin Qin ⋅ Hongyang Du ⋅ Tianyi Zhou ⋅ Dinesh Manocha ⋅ Jordan Boyd-Graber
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #809
Enhancing Optimizer Stability: Momentum Adaptation of The NGN Step-size
Rustem Islamov ⋅ Niccolò Ajroldi ⋅ Antonio Orvieto ⋅ Aurelien Lucchi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #514
How Far Are We from Optimal Reasoning Efficiency?
Jiaxuan Gao ⋅ Shu Yan ⋅ Qixin Tan ⋅ lu Yang ⋅ Shusheng Xu ⋅ Wei Fu ⋅ Zhiyu Mei ⋅ Kaifeng Lyu ⋅ YI WU
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3811
Continuous Simplicial Neural Networks
Aref Einizade ⋅ Dorina Thanou ⋅ Fragkiskos Malliaros ⋅ Jhony H. Giraldo
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5000
Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
Qing Zhao ⋅ Weijian Deng ⋅ Pengxu Wei ⋅ ZiYi Dong ⋅ Hannan Lu ⋅ Xiangyang Ji ⋅ Liang Lin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1812
S'MoRE: Structural Mixture of Residual Experts for Parameter-Efficient LLM Fine-tuning
Hanqing Zeng ⋅ Yinglong Xia ⋅ Zhuokai Zhao ⋅ Chuan Jiang ⋅ Qiang Zhang ⋅ Jiayi Liu ⋅ Qunshu Zhang ⋅ Lizhu Zhang ⋅ Xiangjun Fan ⋅ Benyu Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2205
Neural Green’s Functions
Seungwoo Yoo ⋅ Kyeongmin Yeo ⋅ Jisung Hwang ⋅ Minhyuk Sung
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2813
Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization
Hao Zheng ⋅ Jingjun Yi ⋅ Qi Bi ⋅ Huimin Huang ⋅ Haolan Zhan ⋅ Yawen Huang ⋅ Yuexiang Li ⋅ Xian Wu ⋅ Yefeng Zheng
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3608
Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
Yibo Wang ⋅ Hai-Long Sun ⋅ Guangda Huzhang ⋅ Qingguo Chen ⋅ Zhao Xu ⋅ Weihua Luo ⋅ Kaifu Zhang ⋅ Lijun Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5410
Effective Policy Learning for Multi-Agent Online Coordination Beyond Submodular Objectives
Qixin Zhang ⋅ Yan Sun ⋅ Can Jin ⋅ Xikun Zhang ⋅ Yao SHU ⋅ Puning Zhao ⋅ Li Shen ⋅ Dacheng Tao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2915
The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model
Kaito Takanami ⋅ Takashi Takahashi ⋅ Ayaka Sakata
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3006
A Closer Look at NTK Alignment: Linking Phase Transitions in Deep Image Regression
Giuseppe Castiglione ⋅ Christopher L Buckley ⋅ Ivor Simpson
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1514
Watermarking Autoregressive Image Generation
Nikola Jovanović ⋅ Ismail Labiad ⋅ Tomáš Souček ⋅ Martin Vechev ⋅ Pierre Fernandez
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4707
GUI-Rise: Structured Reasoning and History Summarization for GUI Navigation
Tao Liu ⋅ Chongyu Wang ⋅ Rongjie Li ⋅ Yingchen Yu ⋅ Xuming He ⋅ Song Bai
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2814
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
Siyu Chen ⋅ Ting Han ⋅ Chengzheng Fu ⋅ Changshe Zhang ⋅ Chaolei Wang ⋅ Jinhe Su ⋅ Guorong Cai ⋅ Meiliu Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4613
DecompNet: Enhancing Time Series Forecasting Models with Implicit Decomposition
Donghao Luo ⋅ Xue Wang
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3907
Depth-Width Tradeoffs for Transformers on Graph Tasks
Gilad Yehudai ⋅ Clayton Sanford ⋅ Maya Bechler-Speicher ⋅ Orr Fischer ⋅ Ran Gilad-Bachrach ⋅ Amir Globerson
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2503
$\boldsymbol{\lambda}$-Orthogonality Regularization for Compatible Representation Learning
Simone Ricci ⋅ Niccolò Biondi ⋅ Federico Pernici ⋅ Ioannis Patras ⋅ Alberto Del Bimbo
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #501
Martingale Posterior Neural Networks for Fast Sequential Decision Making
Gerardo Duran-Martin ⋅ Leandro Sánchez-Betancourt ⋅ Alvaro Cartea ⋅ Kevin Murphy
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4605
UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents
Han Xiao ⋅ Guozhi Wang ⋅ Yuxiang Chai ⋅ Zimu Lu ⋅ Weifeng Lin ⋅ Hao He ⋅ Lue Fan ⋅ Liuyang Bian ⋅ Rui Hu ⋅ Liang Liu ⋅ Shuai Ren ⋅ yafei wen ⋅ xiaoxin chen ⋅ Aojun Zhou ⋅ Hongsheng Li
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1205
Strategic Costs of Perceived Bias in Fair Selection
L. Elisa Celis ⋅ Lingxiao Huang ⋅ Milind Sohoni ⋅ Nisheeth K. Vishnoi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4315
Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation
Bailey Trang Nguyen ⋅ Parham Saremi ⋅ Alan Wang ⋅ Fangrui Huang ⋅ Zahra TehraniNasab ⋅ Amar Kumar ⋅ Tal Arbel ⋅ Fei-Fei Li ⋅ Ehsan Adeli
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4517
Track, Inpaint, Resplat: Subject-driven 3D and 4D Generation with Progressive Texture Infilling
Shuhong Zheng ⋅ Ashkan Mirzaei ⋅ Igor Gilitschenski
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2811
Conformal Information Pursuit for Interactively Guiding Large Language Models
Kwan Ho Ryan Chan ⋅ Yuyan Ge ⋅ Edgar Dobriban ⋅ Hamed Hassani ⋅ Rene Vidal
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #203
A Provable Approach for End-to-End Safe Reinforcement Learning
Akifumi Wachi ⋅ Kohei Miyaguchi ⋅ Takumi Tanabe ⋅ Rei Sato ⋅ Youhei Akimoto
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4402
GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models
Zhanwei Zhang ⋅ kaiyuan liu ⋅ Junjie Liu ⋅ Wenxiao Wang ⋅ Binbin Lin ⋅ Liang Xie ⋅ Chen Shen ⋅ Deng Cai
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1609
Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering
yuyang Hong ⋅ Jiaqi Gu ⋅ Yang Qi ⋅ Lubin Fan ⋅ Yue Wu ⋅ Ying Wang ⋅ Kun Ding ⋅ SHIMING XIANG ⋅ Jieping Ye
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4318
Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy
Xiaoxiao Ma ⋅ Feng Zhao ⋅ Pengyang Ling ⋅ Haibo Qiu ⋅ Zhixiang Wei ⋅ Hu Yu ⋅ Jie Huang ⋅ Zhixiong Zeng ⋅ Lin Ma
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3705
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods
Oussama Zekri ⋅ Nicolas Boulle
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2215
VideoVLA: Video Generators Can Be Generalizable Robot Manipulators
Yichao Shen ⋅ Fangyun Wei ⋅ Zhiying Du ⋅ Yaobo Liang ⋅ Yan Lu ⋅ Jiaolong Yang ⋅ Nanning Zheng ⋅ Baining Guo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2008
SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation
Yimu Zhang ⋅ Dongqi Han ⋅ Yansen Wang ⋅ Zhenning Lv ⋅ Yu Gu ⋅ Dongsheng Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #811
Genesis: Multimodal Driving Scene Generation with Spatio-Temporal and Cross-Modal Consistency
Xiangyu Guo ⋅ Zhanqian Wu ⋅ Kaixin Xiong ⋅ Ziyang Xu ⋅ Lijun Zhou ⋅ Gangwei Xu ⋅ Shaoqing Xu ⋅ Haiyang Sun ⋅ Bing Wang ⋅ Guang Chen ⋅ Hangjun Ye ⋅ Wenyu Liu ⋅ Xinggang Wang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5302
HYPERION: Fine-Grained Hypersphere Alignment for Robust Federated Graph Learning
Frank Wan ⋅ Xiaoran Shang ⋅ Yuxin Wu ⋅ Guibin Zhang ⋅ Jinhe Bi ⋅ Liangtao Zheng ⋅ Xin Lin ⋅ Yue Liu ⋅ Yanbiao Ma ⋅ Wenke Huang ⋅ Bo Du
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4314
Entropy Rectifying Guidance for Diffusion and Flow Models
Tariq Berrada ⋅ Adriana Romero-Soriano ⋅ Michal Drozdzal ⋅ Jakob Verbeek ⋅ Karteek Alahari
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1603
Partition to Evolve: Niching-enhanced Evolution with LLMs for Automated Algorithm Discovery
Qinglong Hu ⋅ Qingfu Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5007
Efficient and Generalizable Mixed-Precision Quantization via Topological Entropy
Nan Li ⋅ Yonghui Su ⋅ Lianbo Ma
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3410
Progressive Data Dropout: An Embarrassingly Simple Approach to Train Faster
Shriram M S ⋅ Xinyue Hao ⋅ Shihao Hou ⋅ Yang Lu ⋅ Laura Sevilla-Lara ⋅ Anurag Arnab ⋅ Shreyank Gowda
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3102
Learning Across the Gap: Hybrid Multi-armed Bandits with Heterogeneous Offline and Online Data
Qijia He ⋅ Minghan Wang ⋅ Xutong Liu ⋅ Zhiyong Wang ⋅ Fang Kong
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2702
A learnability analysis on neuro-symbolic learning
Hao-Yuan He ⋅ Ming LI
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4209
Future-Aware End-to-End Driving: Bidirectional Modeling of Trajectory Planning and Scene Evolution
Bozhou Zhang ⋅ Nan Song ⋅ jingyu li ⋅ Xiatian Zhu ⋅ Jiankang Deng ⋅ Li Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #901
Feature Unlearning: Theoretical Foundations and Practical Applications with Shuffling
Yue Yang ⋅ Jinhao Li ⋅ Hao Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3411
Elastic Robust Unlearning of Specific Knowledge in Large Language Models
Yize Sui ⋅ Jing Ren ⋅ Wenjing Yang ⋅ Ruochun Jin ⋅ Liyang Xu ⋅ Xiyao Liu ⋅ J Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #215
Focus-Then-Reuse: Fast Adaptation in Visual Perturbation Environments
Jiahui Wang ⋅ Chao Chen ⋅ Jiacheng Xu ⋅ Zongzhang Zhang ⋅ Yang Yu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4205
Conditional Panoramic Image Generation via Masked Autoregressive Modeling
Chaoyang Wang ⋅ Xiangtai Li ⋅ Lu Qi ⋅ Xiaofan Lin ⋅ Jinbin Bai ⋅ Qianyu Zhou ⋅ Yunhai Tong
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1916
Language Models can Self-Improve at State-Value Estimation for Better Search
Ethan Mendes ⋅ Alan Ritter
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5205
Towards Identifiability of Hierarchical Temporal Causal Representation Learning
Zijian Li ⋅ Minghao Fu ⋅ Junxian Huang ⋅ Yifan Shen ⋅ Ruichu Cai ⋅ Yuewen Sun ⋅ Guangyi Chen ⋅ Kun Zhang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5207
Steering Information Utility in Key-Value Memory for Language Model Post-Training
Chunyuan Deng ⋅ Ruidi Chang ⋅ Hanjie Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3505
Compositional Discrete Latent Code for High Fidelity, Productive Diffusion Models
Samuel Lavoie ⋅ Michael Noukhovitch ⋅ Aaron Courville
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4709
Scaling RL to Long Videos
Yukang Chen ⋅ Wei Huang ⋅ Baifeng Shi ⋅ Qinghao Hu ⋅ Hanrong Ye ⋅ Ligeng Zhu ⋅ Zhijian Liu ⋅ Pavlo Molchanov ⋅ Jan Kautz ⋅ Xiaojuan Qi ⋅ Sifei Liu ⋅ Hongxu Yin ⋅ Yao Lu ⋅ Song Han
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3310
Robust Distributed Estimation: Extending Gossip Algorithms to Ranking and Trimmed Means
Anna van Elst ⋅ Igor Colin ⋅ Stephan Clémençon
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4703
Tracking and Understanding Object Transformations
Yihong Sun ⋅ Xinyu Yang ⋅ Jennifer Sun ⋅ Bharath Hariharan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #106
Steering Generative Models with Experimental Data for Protein Fitness Optimization
Jason Yang ⋅ Wenda Chu ⋅ Daniel Khalil ⋅ Raul Astudillo ⋅ Bruce Wittmann ⋅ Frances Arnold ⋅ Yisong Yue
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3309
Optimal Estimation of the Best Mean in Multi-Armed Bandits
Takayuki Osogami ⋅ Junya Honda ⋅ Junpei Komiyama
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4901
CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation
Marc Lafon ⋅ Gustavo Vargas Hakim ⋅ Clément Rambour ⋅ Christian Desrosiers ⋅ Nicolas THOME
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5508
Improving Model-Based Reinforcement Learning by Converging to Flatter Minima
Shrinivas Ramasubramanian ⋅ Benjamin Freed ⋅ Alexandre Capone ⋅ Jeff Schneider
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4618
ViSPLA: Visual Iterative Self-Prompting for Language-Guided 3D Affordance Learning
Hritam Basak ⋅ Zhaozheng Yin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3202
Quantitative convergence of trained neural networks to Gaussian processes
Andrea Agazzi ⋅ Eloy Mosig García ⋅ Dario Trevisan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1214
Train to Defend: First Defense Against Cryptanalytic Neural Network Parameter Extraction Attacks
Ashley Kurian ⋅ Aydin Aysu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3412
Multi-Agent Debate for LLM Judges with Adaptive Stability Detection
Tianyu Hu ⋅ Zhen Tan ⋅ Song Wang ⋅ Huaizhi Qu ⋅ Tianlong Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4410
Motion4D: Learning 3D-Consistent Motion and Semantics for 4D Scene Understanding
Haoran Zhou ⋅ Gim Hee Lee
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #816
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
Gabriele Oliaro ⋅ Zhihao Jia ⋅ Daniel Campos ⋅ Aurick Qiao
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2909
Learning in Stackelberg Mean Field Games: A Non-Asymptotic Analysis
Sihan Zeng ⋅ Benjamin Patrick Evans ⋅ Sujay Bhatt ⋅ Leo Ardon ⋅ Sumitra Ganesh ⋅ Alec Koppel
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2508
HEIR: Learning Graph-Based Motion Hierarchies
Cheng Zheng ⋅ William Koch ⋅ Baiang Li ⋅ Felix Heide
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1706
Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
Kazuya Nishimura ⋅ Haruka Hirose ⋅ Ryoma Bise ⋅ Kaito Shiku ⋅ Yasuhiro Kojima
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3503
Precise Diffusion Inversion: Towards Novel Samples and Few-Step Models
Jing Zuo ⋅ Luoping Cui ⋅ Chuang Zhu ⋅ Yonggang Qi
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2616
Multiresolution Analysis and Statistical Thresholding on Dynamic Networks
Raphael Romero ⋅ Tijl De Bie ⋅ Nick Heard ⋅ Alexander Modell
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2401
NeSyPr: Neurosymbolic Proceduralization For Efficient Embodied Reasoning
Wonje Choi ⋅ Jooyoung Kim ⋅ Honguk Woo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2004
A Multimodal BiMamba Network with Test-Time Adaptation for Emotion Recognition Based on Physiological Signals
Ziyu Jia ⋅ Tingyu Du ⋅ Zhengyu Tian ⋅ Hongkai Li ⋅ Yong Zhang ⋅ Chenyu Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3807
Redundancy-Aware Test-Time Graph Out-of-Distribution Detection
Yue Hou ⋅ He Zhu ⋅ Ruomei Liu ⋅ Yingke Su ⋅ Junran Wu ⋅ Ke Xu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4014
The Curse of Depth in Large Language Models
Wenfang Sun ⋅ Xinyuan Song ⋅ Pengxiang Li ⋅ Lu Yin ⋅ Yefeng Zheng ⋅ Shiwei Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5211
NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints
Changyao Tian ⋅ Hao Li ⋅ Gen Luo ⋅ Xizhou Zhu ⋅ Weijie Su ⋅ Hanming Deng ⋅ Jinguo Zhu ⋅ Jie Shao ⋅ Ziran Zhu ⋅ Yunpeng Liu ⋅ Lewei Lu ⋅ Wenhai Wang ⋅ Hongsheng Li ⋅ Jifeng Dai
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3004
On the Optimality of the Median-of-Means Estimator under Adversarial Contamination
Xabier de Juan ⋅ Santiago Mazuelas
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #609
Energy-based generator matching: A neural sampler for general state space
Dongyeop Woo ⋅ Minsu Kim ⋅ Minkyu Kim ⋅ Kiyoung Seong ⋅ Sungsoo Ahn
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4804
Bisecle: Binding and Separation in Continual Learning for Video Language Understanding
Yue Tan ⋅ Xiaoqian Hu ⋅ Hao Xue ⋅ Celso de Melo ⋅ Flora Salim
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1411
ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context Illumination
Xiaoyi Pang ⋅ Xuanyi Hao ⋅ Song Guo ⋅ Qi Luo ⋅ Zhibo Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1408
Unlearned but Not Forgotten: Data Extraction after Exact Unlearning in LLM
Xiaoyu Wu ⋅ Yifei Pang ⋅ Terrance Liu ⋅ Steven Wu
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #703
On the Optimal Construction of Unbiased Gradient Estimators for Zeroth-Order Optimization
Shaocong Ma ⋅ Heng Huang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1512
Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious Tools
Kanghua Mo ⋅ Li Hu ⋅ Yucheng Long ⋅ Zhihao Li
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5407
Parallel Scaling Law for Language Models
Mouxiang Chen ⋅ Binyuan Hui ⋅ Zeyu Cui ⋅ Jiaxi Yang ⋅ Dayiheng Liu ⋅ Jianling Sun ⋅ Junyang Lin ⋅ Zhongxin Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #510
Structure Matters: Dynamic Policy Gradient
Sara Klein ⋅ Xiangyuan Zhang ⋅ Tamer Basar ⋅ Simon Weissmann ⋅ Leif Döring
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3812
Hybrid-Collaborative Augmentation and Contrastive Sample Adaptive-Differential Awareness for Robust Attributed Graph Clustering
Tianxiang Zhao ⋅ Youqing Wang ⋅ Jinlu Wang ⋅ Jiapu Wang ⋅ Mingliang Cui ⋅ Junbin Gao ⋅ Jipeng Guo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3208
Protocols for Verifying Smooth Strategies in Bandits and Games
Miranda Christ ⋅ Daniel Reichman ⋅ Jonathan Shafer
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1203
ImageSentinel: Protecting Visual Datasets from Unauthorized Retrieval-Augmented Image Generation
Ziyuan Luo ⋅ Yangyi Zhao ⋅ Ka Chun Cheung ⋅ Simon See ⋅ Renjie Wan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4907
ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding
LinshuangDiao ⋅ Sensen Song ⋅ Yurong Qian ⋅ Dayong Ren
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3911
Tracing Back the Malicious Clients in Poisoning Attacks to Federated Learning
Yuqi Jia ⋅ Minghong Fang ⋅ Hongbin Liu ⋅ Jinghuai Zhang ⋅ Neil Gong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2812
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search
Sebastian Bruch ⋅ Aditya Krishnan ⋅ Franco Maria Nardini
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2315
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
Wenkai Yang ⋅ Shuming Ma ⋅ Yankai Lin ⋅ Furu Wei
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5502
Restricted Spectral Gap Decomposition for Simulated Tempering Targeting Mixture Distributions
Jhanvi Garg ⋅ Krishnakumar Balasubramanian ⋅ Quan Zhou
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #614
Embeddings as Probabilistic Equivalence in Logic Programs
Jaron Maene ⋅ Efthymia Tsamoura
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5110
SnapMoGen: Human Motion Generation from Expressive Texts
chuan guo ⋅ Inwoo Hwang ⋅ Jian Wang ⋅ Bing Zhou
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3809
Association-Focused Path Aggregation for Graph Fraud Detection
Tian Qiu ⋅ Wenda Li ⋅ Zunlei Feng ⋅ Jie Lei ⋅ Tao Wang ⋅ Yi Gao ⋅ Mingli Song ⋅ Yang Gao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3206
A General-Purpose Theorem for High-Probability Bounds of Stochastic Approximation with Polyak Averaging
Sajad Khodadadian ⋅ Martin Zubeldia
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2905
On Hierarchies of Fairness Notions in Cake Cutting: From Proportionality to Super Envy-Freeness
Arnav Mehra ⋅ Alexandros Psomas
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4200
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
Wang Yang ⋅ Zirui Liu ⋅ Hongye Jin ⋅ Qingyu Yin ⋅ Vipin Chaudhary ⋅ Xiaotian Han
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3611
Diffusion Generative Modeling on Lie Group Representations
Marco Bertolini ⋅ Tuan Le ⋅ Djork-Arné Clevert
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4807
ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources
Jason Wu ⋅ Yuyang Yuan ⋅ Kang Yang ⋅ Lance Kaplan ⋅ Mani Srivastava
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1700
Decoding Causal Structure: End-to-End Mediation Pathways Inference
Yulong Li ⋅ Xiwei Liu ⋅ feilong tang ⋅ Ming Hu ⋅ Jionglong Su ⋅ Zongyuan Ge ⋅ Imran Razzak ⋅ Eran Segal
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1909
Adaptive Preference Arithmetic: A Personalized Agent with Adaptive Preference Arithmetic for Dynamic Preference Modeling
Hongyi Nie ⋅ Yaqing Wang ⋅ Mingyang Zhou ⋅ Feiyang Pan ⋅ Quanming Yao ⋅ Zhen Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3508
Efficient Utility-Preserving Machine Unlearning with Implicit Gradient Surgery
Shiji Zhou ⋅ Tianbai Yu ⋅ Zhi Zhang ⋅ Heng Chang ⋅ Xiao Zhou ⋅ Dong Wu ⋅ Han Zhao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3519
DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer
Haiduo Huang ⋅ Jiangcheng Song ⋅ Yadong Zhang ⋅ Pengju Ren
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1009
From Black-box to Causal-box: Towards Building More Interpretable Models
Inwoo Hwang ⋅ Yushu Pan ⋅ Elias Bareinboim
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2902
Online Inverse Linear Optimization: Efficient Logarithmic-Regret Algorithm, Robustness to Suboptimality, and Lower Bound
Shinsaku Sakaue ⋅ Taira Tsuchiya ⋅ Han Bao ⋅ Taihei Oki
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5206
See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model
Pengteng Li ⋅ Pinhao Song ⋅ Wuyang Li ⋅ Huizai Yao ⋅ Weiyu Guo ⋅ Yijie Xu ⋅ Dugang Liu ⋅ Hui Xiong
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #813
Approximate Gradient Coding for Distributed Learning with Heterogeneous Stragglers
Heekang Song ⋅ Wan Choi
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1600
CReFT-CAD: Boosting Orthographic Projection Reasoning for CAD via Reinforcement Fine-Tuning
Ke Niu ⋅ Zhuofan Chen ⋅ Haiyang Yu ⋅ Yuwen Chen ⋅ Teng Fu ⋅ Mengyang Zhao ⋅ Bin Li ⋅ Xiangyang Xue
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #116
MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning
Seong-Hyeon Hwang ⋅ Soyoung Choi ⋅ Steven Whang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3308
Adaptive Data Analysis for Growing Data
Neil Marchant ⋅ Benjamin Rubinstein
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4617
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
Haibo Wang ⋅ Bo Feng ⋅ Zhengfeng Lai ⋅ Mingze Xu ⋅ Shiyu Li ⋅ Weifeng Ge ⋅ Afshin Dehghan ⋅ Meng Cao ⋅ Ping Huang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4204
GeoComplete: Geometry-Aware Diffusion for Reference-Driven Image Completion
Beibei Lin ⋅ Tingting Chen ⋅ Robby Tan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3506
Diffusion Transformers for Imputation: Statistical Efficiency and Uncertainty Quantification
Zeqi Ye ⋅ Minshuo Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4602
Audio-Sync Video Generation with Multi-Stream Temporal Control
Shuchen Weng ⋅ Haojie Zheng ⋅ zheng chang ⋅ Si Li ⋅ Boxin Shi ⋅ Xinlong Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5006
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
Vaibhav Rathore ⋅ Divyam Gupta ⋅ Biplab Banerjee
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3012
Multimodal Negative Learning
Baoquan Gong ⋅ Xiyuan Gao ⋅ Pengfei Zhu ⋅ Qinghua Hu ⋅ Bing Cao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2003
Adaptive Fission: Post-training Encoding for Low-latency Spike Neural Networks
Yizhou Jiang ⋅ Feng Chen ⋅ Yihan Li ⋅ Yuqian Liu ⋅ Haichuan Gao ⋅ Tianren Zhang ⋅ Ying Fang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3806
SignFlow Bipartite Subgraph Network For Large-Scale Graph Link Sign Prediction
Yixiao Zhou ⋅ Xiaoqing Lyu ⋅ Hongxiang Lin ⋅ Huiying Hu ⋅ Tuo Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5208
Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control
Georgios Papoudakis ⋅ Thomas Coste ⋅ Jianye Hao ⋅ Jun Wang ⋅ Kun Shao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5209
GIST: Greedy Independent Set Thresholding for Max-Min Diversification with Submodular Utility
Matthew Fahrbach ⋅ Srikumar Ramalingam ⋅ Morteza Zadimoghaddam ⋅ Sara Ahmadian ⋅ Gui Citovsky ⋅ Giulia DeSalvo
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #411
Equilibrium Policy Generalization: A Reinforcement Learning Framework for Cross-Graph Zero-Shot Generalization in Pursuit-Evasion Games
Runyu Lu ⋅ Peng Zhang ⋅ Ruochuan Shi ⋅ Yuanheng Zhu ⋅ Dongbin Zhao ⋅ Yang Liu ⋅ Dong Wang ⋅ Cesare Alippi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3209
Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning
Amir Rezaei Balef ⋅ Claire Vernade ⋅ Katharina Eggensperger
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3304
Sampled Estimators For Softmax Must Be Biased
Li-Chung Lin ⋅ Yaxu Liu ⋅ Chih-Jen Lin
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1803
QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training
David Dai ⋅ Peilin Chen ⋅ Chanakya Ekbote ⋅ Paul Liang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2110
Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing
Qingzhu Zhang ⋅ Jiani Zhong ⋅ Zongsheng Li ⋅ Xinke Shen ⋅ Quanying Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2206
ChatbotID: Identifying Chatbots with Granger Causality Test
Xiaoquan Yi ⋅ Haozhao Wang ⋅ Yining Qi ⋅ Wenchao Xu ⋅ Rui Zhang ⋅ Yuhua Li ⋅ Ruixuan Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2213
VLA-OS: Structuring and Dissecting Planning Representations and Paradigms in Vision-Language-Action Models
Chongkai Gao ⋅ Zixuan Liu ⋅ Zhenghao Chi ⋅ Junshan Huang ⋅ Xin Fei ⋅ Yiwen Hou ⋅ Yuxuan Zhang ⋅ Yudi Lin ⋅ Zhirui Fang ⋅ Lin Shao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #404
A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning
Anjie Liu ⋅ Jianhong Wang ⋅ Samuel Kaski ⋅ Jun Wang ⋅ Mengyue Yang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1809
XIFBench: Evaluating Large Language Models on Multilingual Instruction Following
Zhenyu Li · Kehai Chen · Yunfei Long · Xuefeng Bai · Yaoyin Zhang · Xuchen Wei · Juntao Li · Min Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1210
Accelerated Vertical Federated Adversarial Learning through Decoupling Layer-Wise Dependencies
Tianxing Man ⋅ Yu Bai ⋅ Ganyu Wang ⋅ Jinjie Fang ⋅ Haoran Fang ⋅ Bin Gu ⋅ Yi Chang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #900
When majority rules, minority loses: bias amplification of gradient descent
François Bachoc ⋅ Jerome Bolte ⋅ Ryan Boustany ⋅ Jean-Michel Loubes
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4211
LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration
Yuyao Zhang ⋅ Jinghao Li ⋅ Yu-Wing Tai
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1407
Exploring the Noise Robustness of Online Conformal Prediction
HuaJun Xi ⋅ Kangdao Liu ⋅ Hao Zeng ⋅ Wenguang Sun ⋅ Hongxin Wei
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1111
OrdShap: Feature Position Importance for Sequential Black-Box Models
Davin Hill ⋅ Brian Hill ⋅ Aria Masoomi ⋅ Vijay Nori ⋅ Robert Tillman ⋅ Jennifer Dy
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3718
Flatten Graphs as Sequences: Transformers are Scalable Graph Generators
Dexiong Chen ⋅ Markus Krimmel ⋅ Karsten Borgwardt
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #714
Finite-Time Analysis of Stochastic Nonconvex Nonsmooth Optimization on the Riemannian Manifolds
Emre Sahinoglu ⋅ Youbang Sun ⋅ Shahin Shahrampour
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2102
Transformers for Mixed-type Event Sequences
Felix Draxler ⋅ Yang Meng ⋅ Kai Nelson ⋅ Lukas Laskowski ⋅ Yibo Yang ⋅ Theofanis Karaletsos ⋅ Stephan Mandt
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #515
Predictive Preference Learning from Human Interventions
Haoyuan Cai ⋅ Zhenghao (Mark) Peng ⋅ Bolei Zhou
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1115
Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training
Brian Bartoldson ⋅ Siddarth Venkatraman ⋅ James Diffenderfer ⋅ Moksh Jain ⋅ Tal Ben-Nun ⋅ Seanie Lee ⋅ Minsu Kim ⋅ Johan Obando Ceron ⋅ Yoshua Bengio ⋅ Bhavya Kailkhura
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3504
Mitigating Forgetting in LLM Fine-Tuning via Low-Perplexity Token Learning
Chao-Chung Wu ⋅ Zhi Rui Tam ⋅ Chieh-Yen Lin ⋅ Yun-Nung (Vivian) Chen ⋅ Shao-Hua Sun ⋅ Hung-yi Lee
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #904
TF-MAS: Training-free Mamba2 Architecture Search
Yi Fan ⋅ Yu-Bin Yang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3915
MultiNet: Adaptive Multi-Viewed Subgraph Convolutional Networks for Graph Classification
Xinya Qin ⋅ Lu Bai ⋅ Lixin Cui ⋅ Ming Li ⋅ Hangyuan Du ⋅ Edwin Hancock
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5316
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
Yiyang Zhou ⋅ Yangfan He ⋅ Yaofeng Su ⋅ Siwei Han ⋅ Joel Jang ⋅ Gedas Bertasius ⋅ Mohit Bansal ⋅ Huaxiu Yao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2201
Dual-Comb Ghost Imaging with Transformer-Based Reconstruction for Optical Fiber Endomicroscopy
David Dang ⋅ Myoung-Gyun Suh ⋅ Maodong Gao ⋅ ByoungJun Park ⋅ Beyonce Hu ⋅ Yucheng Jin ⋅ Wilton Kort-Kamp ⋅ Ho Lee
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4506
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models
Matvei Popov · Peter Robicheaux · Anish Madan · Isaac Robinson · Joseph Nelson · Deva Ramanan · Neehar Peri
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1007
Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates
Hang Chen ⋅ Jiaying Zhu ⋅ Xinyu Yang ⋅ Wenya Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3813
Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming
Zhen Zhang ⋅ Bingsheng He
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5005
Týr-the-Pruner: Structural Pruning LLMs via Global Sparsity Distribution Optimization
Guanchen Li ⋅ Yixing Xu ⋅ Zeping Li ⋅ Ji Liu ⋅ Xuanwu Yin ⋅ Dong Li ⋅ Emad Barsoum
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3400
Bigram Subnetworks: Mapping to Next Tokens in Transformer Language Models
Tyler Chang ⋅ Benjamin Bergen
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2212
Latent Policy Barrier: Learning Robust Visuomotor Policies by Staying In-Distribution
Zhanyi Sun ⋅ Shuran Song
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2202
Learning Stochastic Multiscale Models
Andrew F. Ilersich ⋅ Prasanth Nair
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1500
RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning
Hao Gao ⋅ Shaoyu Chen ⋅ Bo Jiang ⋅ Bencheng Liao ⋅ Yiang Shi ⋅ Xiaoyang Guo ⋅ Yuechuan Pu ⋅ haoran yin ⋅ Xiangyu Li ⋅ xinbang zhang ⋅ ying zhang ⋅ Wenyu Liu ⋅ Qian Zhang ⋅ Xinggang Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1811
System Prompt Optimization with Meta-Learning
Yumin Choi ⋅ Jinheon Baek ⋅ Sung Ju Hwang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #802
Robustifying Learning-Augmented Caching Efficiently without Compromising 1-Consistency
Peng Chen ⋅ Hailiang Zhao ⋅ Jiaji Zhang ⋅ Xueyan Tang ⋅ Yixuan Wang ⋅ Shuiguang Deng
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1211
One Head to Rule Them All: Amplifying LVLM Safety through a Single Critical Attention Head
Junhao Xia ⋅ Haotian Zhu ⋅ Shuchao Pang ⋅ Zhigang Lu ⋅ Bing Li ⋅ Yongbin Zhou ⋅ Minhui Xue
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #214
Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning
Jiashun Liu ⋅ Zihao Wu ⋅ Johan Obando Ceron ⋅ Pablo Samuel Castro ⋅ Aaron Courville ⋅ Ling Pan
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3106
Sharp Gaussian approximations for Decentralized Federated Learning
SOHAM BONNERJEE ⋅ Sayar Karmakar ⋅ Wei Biao Wu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4706
MixSignGraph: A Sign Sequence is Worth Mixed Graphs of Nodes
Shiwei Gan ⋅ Yafeng Yin ⋅ Zhiwei Jiang ⋅ Lei Xie ⋅ Sanglu Lu ⋅ Hongkai Wen
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #304
Option-aware Temporally Abstracted Value for Offline Goal-Conditioned Reinforcement Learning
Hongjoon Ahn ⋅ Heewoong Choi ⋅ Jisu Han ⋅ Taesup Moon
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4714
Aligning by Misaligning: Boundary-aware Curriculum Learning for Multimodal Alignment
Hua Ye ⋅ Hang Ding ⋅ Siyuan Chen ⋅ Yiyang Jiang ⋅ changyuan zhang ⋅ Xuan Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #109
Whose Instructions Count? Resolving Preference Bias in Instruction Fine-Tuning
Jiayu Zhang ⋅ Changbang Li ⋅ Yinan Peng ⋅ Weihao Luo ⋅ Peilai Yu ⋅ Xuan Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2713
Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning
Hua Ye ⋅ Siyuan Chen ⋅ Haoliang Zhang ⋅ Weihao Luo ⋅ Yanbin Li ⋅ Xuan Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2303
MS-Bench: Evaluating LMMs in Ancient Manuscript Study through a Dunhuang Case Study
Yuqing Zhang · Yue Han · Shuanghe Zhu · Haoxiang Wu · Hangqi Li · Shengyu Zhang · Junchi Yan · Zemin Liu · Kun Kuang · Huaiyong Dou · Yongquan Zhang · Fei Wu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3001
Oracle-Efficient Combinatorial Semi-Bandits
Jung-hun Kim ⋅ Milan Vojnovic ⋅ Min-hwan Oh
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #405
Towards Principled Unsupervised Multi-Agent Reinforcement Learning
Riccardo Zamboni ⋅ Mirco Mutti ⋅ Marcello Restelli
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4012
No Loss, No Gain: Gated Refinement and Adaptive Compression for Prompt Optimization
Wenhang Shi ⋅ Yiren Chen ⋅ Shuqing Bian ⋅ Xinyi Zhang ⋅ Kai Tang ⋅ Pengfei Hu ⋅ Zhe Zhao ⋅ WEI LU ⋅ Xiaoyong Du
[ Slides [ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2606
Class-wise Balancing Data Replay for Federated Class-Incremental Learning
Zhuang Qi ⋅ Ying-Peng Tang ⋅ Lei Meng ⋅ Han Yu ⋅ Xiaoxiao Li ⋅ Xiangxu Meng
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1712
GeoAda: Efficiently Finetune Geometric Diffusion Models with Equivariant Adapters
Wanjia Zhao ⋅ Jiaqi Han ⋅ Siyi Gu ⋅ Mingjian Jiang ⋅ James Zou ⋅ Stefano Ermon
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #810
DynaPipe: Dynamic Layer Redistribution for Efficient Serving of LLMs with Pipeline Parallelism
HongXin Xu ⋅ Tianyu Guo ⋅ Xianwei Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1612
SpatialLM: Training Large Language Models for Structured Indoor Modeling
Yongsen Mao ⋅ Junhao Zhong ⋅ Chuan Fang ⋅ Jia Zheng ⋅ Rui Tang ⋅ Hao Zhu ⋅ Ping Tan ⋅ Zihan Zhou
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3515
Order-Level Attention Similarity Across Language Models: A Latent Commonality
Jinglin Liang ⋅ Jin Zhong ⋅ Shuangping Huang ⋅ Yunqing Hu ⋅ Huiyuan Zhang ⋅ Huifang Li ⋅ Lixin Fan ⋅ Hanlin Gu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3108
Optimal Spectral Transitions in High-Dimensional Multi-Index Models
Leonardo Defilippis ⋅ Yatin Dandi ⋅ Pierre Mergny ⋅ Florent Krzakala ⋅ Bruno Loureiro
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4008
Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
Peng Lai ⋅ Jianjie Zheng ⋅ Sijie Cheng ⋅ Yun Chen ⋅ Peng Li ⋅ Yang Liu ⋅ Guanhua Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4316
FlowMo: Variance-Based Flow Guidance for Coherent Motion in Video Generation
Ariel Shaulov ⋅ Itay Hazan ⋅ Lior Wolf ⋅ Hila Chefer
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3413
Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads
Zhoutong Wu ⋅ Yuan Zhang ⋅ Yiming Dong ⋅ Chenheng Zhang ⋅ Cong Fang ⋅ Kun Yuan ⋅ Zhouchen Lin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #908
Distributional Adversarial Attacks and Training in Deep Hedging
Guangyi He ⋅ Tobias Sutter ⋅ Lukas Gonon
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5501
Interactive Anomaly Detection for Articulated Objects via Motion Anticipation
Ankan Bhunia ⋅ Changjian Li ⋅ Hakan Bilen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3312
A Reinforcement Learning-based Bidding Strategy for Data Consumers in Auction-based Federated Learning
Xiaoli Tang ⋅ Han Yu ⋅ Xiaoxiao Li
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3904
Stab-SGD: Noise-Adaptivity in Smooth Optimization with Stability Ratios
David A. R. Robin ⋅ Killian Bakong ⋅ Kevin Scaman
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1004
Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
Hanze Guo ⋅ Jing Yao ⋅ Xiao Zhou ⋅ Xiaoyuan Yi ⋅ Xing Xie
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1608
Causal-R: A Causal-Reasoning Geometry Problem Solver for Optimized Solution Exploration
Wenjun Wu ⋅ Lingling Zhang ⋅ Bo Zhao ⋅ Muye Huang ⋅ QianYing Wang ⋅ Jun Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4717
Understanding and Rectifying Safety Perception Distortion in VLMs
Xiaohan Zou ⋅ Jian Kang ⋅ George Kesidis ⋅ Lu Lin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3509
Wavy Transformer
Satoshi Noguchi ⋅ Yoshinobu Kawahara
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5417
Conditioning Matters: Training Diffusion Policies is Faster Than You Think
Zibin Dong ⋅ Yicheng Liu ⋅ Yinchuan Li ⋅ Hang Zhao ⋅ Jianye Hao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4719
VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions
Ziteng Wang ⋅ Siqi Yang ⋅ Limeng Qiao ⋅ Lin Ma
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1300
Exploring the limits of strong membership inference attacks on large language models
Jamie Hayes ⋅ I Shumailov ⋅ Christopher A. Choquette-Choo ⋅ Matthew Jagielski ⋅ Georgios Kaissis ⋅ Milad Nasr ⋅ Meenatchi Sundaram Muthu Selva Annamalai ⋅ Niloofar Mireshghallah ⋅ Igor Shilov ⋅ Matthieu Meeus ⋅ Yves-Alexandre de Montjoye ⋅ Katherine Lee ⋅ Franziska Boenisch ⋅ Adam Dziedzic ⋅ A. Feder Cooper
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1213
Emergent Risk Awareness in Rational Agents under Resource Constraints
Daniel Jarne Ornia ⋅ Nicholas Bishop ⋅ Joel Dyer ⋅ Wei-Chen Lee ⋅ Anisoara Calinescu ⋅ Doyne Farmer ⋅ Michael Wooldridge
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5403
Learning Intractable Multimodal Policies with Reparameterization and Diversity Regularization
Ziqi Wang ⋅ Jiashun Liu ⋅ Ling Pan
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #907
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
Paul Brunzema ⋅ Sebastian Trimpe
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1405
BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
Yige Li · Hanxun Huang · Yunhan Zhao · Xingjun Ma · Jun Sun
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #607
Optimal kernel regression bounds under energy-bounded noise
Amon Lahr ⋅ Johannes Köhler ⋅ Anna Scampicchio ⋅ Melanie Zeilinger
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2010
Bridging Brains and Concepts: Interpretable Visual Decoding from fMRI with Semantic Bottlenecks
Sara Cammarota ⋅ Matteo Ferrante ⋅ Nicola Toschi
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5304
Theoretical Investigation of Adafactor for Non-Convex Smooth Optimization
Yusu Hong ⋅ Junhong Lin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4911
Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection
Chanhyeong Yang ⋅ Taehoon song ⋅ Jihwan Park ⋅ Hyunwoo J. Kim
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2906
Strategic Cost Selection in Participatory Budgeting
Piotr Faliszewski ⋅ Łukasz Janeczko ⋅ Andrzej Kaczmarczyk ⋅ Grzegorz Lisowski ⋅ Piotr Skowron ⋅ Stanisław Szufa ⋅ Mateusz Szwagierczak
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1708
PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation
Jiabei Cheng ⋅ Changxi Chi ⋅ Jingbo Zhou ⋅ Hongyi Xin ⋅ Jun Xia
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3902
Bayes optimal learning of attention-indexed models
Fabrizio Boncoraglio ⋅ Emanuele Troiani ⋅ Vittorio Erba ⋅ Lenka Zdeborová
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2016
High-dimensional neuronal activity from low-dimensional latent dynamics: a solvable model
Valentin Schmutz ⋅ Ali Haydaroğlu ⋅ Shuqi Wang ⋅ Yixiao Feng ⋅ Matteo Carandini ⋅ Kenneth D Harris
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1915
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
Jiaheng Dong ⋅ Hong Jia ⋅ Soumyajit Chatterjee ⋅ Abhirup Ghosh ⋅ James Bailey ⋅ Ting Dang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #715
Perturbation Bounds for Low-Rank Inverse Approximations under Noise
Phuc Tran ⋅ Nisheeth K. Vishnoi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #710
TSENOR: Highly-Efficient Algorithm for Finding Transposable N:M Sparse Masks
Xiang Meng ⋅ Mehdi Makni ⋅ Rahul Mazumder
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2307
TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
Yushan Jiang ⋅ Wenchao Yu ⋅ Geon Lee ⋅ Dongjin Song ⋅ Kijung Shin ⋅ Wei Cheng ⋅ Yanchi Liu ⋅ Haifeng Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1109
DiCoFlex: Model-Agnostic Diverse Counterfactuals with Flexible Control
Oleksii Furman ⋅ Ulvi Movsum-zada ⋅ Patryk Marszałek ⋅ Maciej Zieba ⋅ Marek Śmieja
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1016
DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models
Simone Carnemolla ⋅ Matteo Pennisi ⋅ Sarinda Samarasinghe ⋅ Giovanni Bellitto ⋅ Simone Palazzo ⋅ Daniela Giordano ⋅ Mubarak Shah ⋅ Concetto Spampinato
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #602
NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification
Mélodie Monod ⋅ Alessandro Micheli ⋅ Samir Bhatt
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #805
SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMs
Jinwoo Park ⋅ Seunggeun Cho ⋅ Dongsu Han
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1000
Differentiable Generalized Sliced Wasserstein Plans
Laetitia Chapel ⋅ Romain Tavenard ⋅ Samuel Vaiter
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #310
Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning
Roger Creus Castanyer ⋅ Johan Obando Ceron ⋅ Lu Li ⋅ Pierre-Luc Bacon ⋅ Glen Berseth ⋅ Aaron Courville ⋅ Pablo Samuel Castro
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #212
Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains
Wenhui Tan ⋅ Jiaze Li ⋅ Jianzhong Ju ⋅ Zhenbo Luo ⋅ Ruihua Song ⋅ Jian Luan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3610
CGS-GAN: 3D Consistent Gaussian Splatting GANs for High Resolution Human Head Synthesis
Florian Barthel ⋅ Wieland Morgenstern ⋅ Paul Hinzer ⋅ Anna Hilsmann ⋅ Peter Eisert
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #600
Transductive Conformal Inference for Full Ranking
Jean-Baptiste Fermanian ⋅ Pierre Humbert ⋅ Gilles Blanchard
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4106
BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization
Tonghan Wang ⋅ Yanchen Jiang ⋅ David Parkes
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #414
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
Xiangyan Liu ⋅ Jinjie Ni ⋅ Zijian Wu ⋅ Chao Du ⋅ Longxu Dou ⋅ Haonan Wang ⋅ Tianyu Pang ⋅ Michael Shieh
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1011
Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration
Thomas Decker ⋅ Volker Tresp ⋅ Florian Buettner
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4018
FAN: Fourier Analysis Networks
Yihong Dong ⋅ Ge Li ⋅ Yongding Tao ⋅ Xue Jiang ⋅ Kechi Zhang ⋅ Jia Li ⋅ Jinliang Deng ⋅ Jing Su ⋅ Jun Zhang ⋅ Jingjing Xu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2911
Markov Persuasion Processes: Learning to Persuade From Scratch
Francesco Bacchiocchi ⋅ Francesco Emanuele Stradi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi ⋅ Nicola Gatti
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4001
Do Neural Networks Need Gradient Descent to Generalize? A Theoretical Study
‪Yotam Alexander‬‏ ⋅ Yonatan Slutzky ⋅ Yuval Ran-Milo ⋅ Nadav Cohen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #814
New Parallel and Streaming Algorithms for Directed Densest Subgraph
Slobodan Mitrovic ⋅ Theodore Pan ⋅ Mahdi Qaempanah ⋅ Mohammad Amin Raeisi
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3204
Data-Dependent Regret Bounds for Constrained MABs
Gianmarco Genalti ⋅ Francesco Emanuele Stradi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi ⋅ Nicola Gatti
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #110
Scaling Up Active Testing to Large Language Models
Gabrielle Berrada ⋅ Jannik Kossen ⋅ Freddie Bickford Smith ⋅ Muhammed Razzak ⋅ Yarin Gal ⋅ Thomas Rainforth
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5415
Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
Zhengrui Ma ⋅ Yang Feng ⋅ Chenze Shao ⋅ Fandong Meng ⋅ Jie Zhou ⋅ Min zhang
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2101
ENMA: Tokenwise Autoregression for Continuous Neural PDE Operators
Armand Kassaï Koupaï ⋅ Lise Le Boudec ⋅ Louis Serrano ⋅ Patrick Gallinari
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1713
ELECTRA: A Cartesian Network for 3D Charge Density Prediction with Floating Orbitals
Jonas Elsborg ⋅ Luca Thiede ⋅ Alan Aspuru-Guzik ⋅ Tejs Vegge ⋅ Arghya Bhowmik
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2408
Differentiable Cyclic Causal Discovery Under Unmeasured Confounders
Muralikrishnna Guruswamy Sethuraman ⋅ Faramarz Fekri
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3719
Generating Physically Sound Designs from Text and a Set of Physical Constraints
Gregory Barber ⋅ Todd Henry ⋅ Mulugeta Haile
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3109
Evolution of Information in Interactive Decision Making: A Case Study for Multi-Armed Bandits
Yuzhou Gu ⋅ Yanjun Han ⋅ Jian Qian
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3606
SAO-Instruct: Free-form Audio Editing using Natural Language Instructions
Michael Ungersböck ⋅ Florian Grötschla ⋅ Luca Lanzendörfer ⋅ June Young Yi ⋅ Changho Choi ⋅ Roger Wattenhofer
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4011
Uncertainty Quantification for Physics-Informed Neural Networks with Extended Fiducial Inference
Frank Shih ⋅ Zhenghao Jiang ⋅ Faming Liang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #407
HypRL: Reinforcement Learning of Control Policies for Hyperproperties
Tzu-Han Hsu ⋅ Arshia Rafieioskouei ⋅ Borzoo Bonakdarpour
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3913
Best-of-N Jailbreaking
John Hughes ⋅ Sara Price ⋅ Aengus Lynch ⋅ Rylan Schaeffer ⋅ Fazl Barez ⋅ Arushi Somani ⋅ Sanmi Koyejo ⋅ Henry Sleight ⋅ Erik Jones ⋅ Ethan Perez ⋅ Mrinank Sharma
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4006
Loquetier: A Virtualized Multi-LoRA Framework for Unified LLM Fine-tuning and Serving
Yuchen Zhang ⋅ Hanyue Du ⋅ Chun Cao ⋅ Jingwei Xu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4604
Unleashing Hour-Scale Video Training for Long Video-Language Understanding
Jingyang Lin ⋅ Jialian Wu ⋅ Ximeng Sun ⋅ Ze Wang ⋅ Jiang Liu ⋅ Yusheng Su ⋅ Xiaodong Yu ⋅ Hao Chen ⋅ Jiebo Luo ⋅ Zicheng Liu ⋅ Emad Barsoum
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5008
Fuse2Match: Training-Free Fusion of Flow, Diffusion, and Contrastive Models for Zero-Shot Semantic Matching
Jing Zuo ⋅ Jiaqi Wang ⋅ Yonggang Qi ⋅ Yi-Zhe Song
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4308
Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach
Yunuo Chen ⋅ Junli Cao ⋅ Vidit Goel ⋅ Sergei Korolev ⋅ Chenfanfu Jiang ⋅ Jian Ren ⋅ Sergey Tulyakov ⋅ Anil Kag
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #708
Conditional Gradient Methods with Standard LMO for Stochastic Simple Bilevel Optimization
Khanh-Hung (Bruce) Giang-Tran ⋅ Soroosh Shafiee ⋅ Nam Ho-Nguyen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4512
Fix False Transparency by Noise Guided Splatting
Aly El Hakie ⋅ Yiren Lu ⋅ Yu Yin ⋅ Michael Jenkins ⋅ Yehe Liu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3618
Graph Diffusion that can Insert and Delete
Matteo Ninniri ⋅ Marco Podda ⋅ Davide Bacciu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3900
Generalization Error Analysis for Selective State-Space Models Through the Lens of Attention
Arya Honarpisheh ⋅ Mustafa Bozdag ⋅ Octavia Camps ⋅ Mario Sznaier
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2900
The Generative Leap: Tight Sample Complexity for Efficiently Learning Gaussian Multi-Index Models
Alex Damian ⋅ Jason Lee ⋅ Joan Bruna
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2200
AION-1: Omnimodal Foundation Model for Astronomical Sciences
Liam Parker ⋅ Francois Lanusse ⋅ Jeff Shen ⋅ Ollie Liu ⋅ Tom Hehir ⋅ Leopoldo Sarra ⋅ Lucas Meyer ⋅ Micah Bowles ⋅ Sebastian Wagner-Carena ⋅ Helen Qu ⋅ Siavash Golkar ⋅ Alberto Bietti ⋅ Hatim Bourfoune ⋅ Pierre Cornette ⋅ Keiya Hirashima ⋅ Geraud Krawezik ⋅ Ruben Ohana ⋅ Nicholas Lourie ⋅ Michael McCabe ⋅ Rudy Morel ⋅ Payel Mukhopadhyay ⋅ Mariel Pettee ⋅ Kyunghyun Cho ⋅ Miles Cranmer ⋅ Shirley Ho
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #704
A Computationally Viable Numerical Gradient-based Technique for Optimal Covering Problems
Gokul Rajaraman ⋅ Debasish Chatterjee
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5413
When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization
Vivek Ramanujan ⋅ Kushal Tirumala ⋅ Armen Aghajanyan ⋅ Luke Zettlemoyer ⋅ Ali Farhadi
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3009
On Transferring Transferability: Towards a Theory for Size Generalization
Eitan Levin ⋅ Yuxin Ma ⋅ Mateo Diaz ⋅ Soledad Villar
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4612
MR. Video: MapReduce as an Effective Principle for Long Video Understanding
Ziqi Pang ⋅ Yu-Xiong Wang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #712
Adaptive Riemannian ADMM for Nonsmooth Optimization: Optimal Complexity without Smoothing
Kangkang Deng ⋅ Jiachen Jin ⋅ Jiang Hu ⋅ Hongxia Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3613
Variational Uncertainty Decomposition for In-Context Learning
I. Shavindra Jayasekera ⋅ Jacob Si ⋅ Filippo Valdettaro ⋅ Wenlong Chen ⋅ Aldo Faisal ⋅ Yingzhen Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2516
Coupling Generative Modeling and an Autoencoder with the Causal Bridge
Ruolin Meng ⋅ Ming-Yu Chung ⋅ Dhanajit Brahma ⋅ Ricardo Henao ⋅ Lawrence Carin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2514
Differentiable Structure Learning and Causal Discovery for General Binary Data
Chang Deng ⋅ Bryon Aragam
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #808
Multiplayer Federated Learning: Reaching Equilibrium with Less Communication
TaeHo Yoon ⋅ Sayantan Choudhury ⋅ Nicolas Loizou
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1409
Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach
Yuchen Wu ⋅ Edward Sun ⋅ Kaijie Zhu ⋅ Jianxun Lian ⋅ Jose Hernandez-Orallo ⋅ Aylin Caliskan ⋅ Jindong Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1410
Differentially Private Relational Learning with Entity-level Privacy Guarantees
Yinan Huang ⋅ Haoteng Yin ⋅ Eli Chien ⋅ Rongzhe Wei ⋅ Pan Li
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #705
A Unified Analysis of Stochastic Gradient Descent with Arbitrary Data Permutations and Beyond
Yipeng Li ⋅ Xinchen Lyu ⋅ Zhenyu Liu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3008
Stochastic Gradients under Nuisances
Facheng Yu ⋅ Ronak Mehta ⋅ Alex Luedtke ⋅ Zaid Harchaoui
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2103
MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
Yuan Chiang · Tobias Kreiman · Christine Zhang · Matthew Kuner · Elizabeth Weaver · Ishan Amin · Hyunsoo Park · Yunsung Lim · Jihan Kim · Daryl Chrzan · Aron Walsh · Samuel Blau · Mark Asta · Aditi Krishnapriyan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1815
Practical and Effective Code Watermarking for Large Language Models
Zhimeng Guo ⋅ Minhao Cheng
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4412
GeneMAN: Generalizable Single-Image 3D Human Reconstruction from Multi-Source Human Data
Wentao Wang ⋅ Hang Ye ⋅ Fangzhou Hong ⋅ Xue Yang ⋅ Jianfu Zhang ⋅ Yizhou Wang ⋅ Ziwei Liu ⋅ Liang Pan
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #205
Less is More: an Attention-free Sequence Prediction Modeling for Offline Embodied Learning
Wei Huang ⋅ Jianshu Zhang ⋅ Leiyu Wang ⋅ Heyue Li ⋅ Luoyi Fan ⋅ Yichen Zhu ⋅ Nanyang Ye ⋅ Qinying Gu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1202
Towards Generalizable Detector for Generated Image
Qianshu Cai ⋅ Chao Wu ⋅ Yonggang Zhang ⋅ Jun Yu ⋅ Xinmei Tian
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2614
Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
Chaofan Gan ⋅ Yuanpeng Tu ⋅ Xi Chen ⋅ Tieyuan Chen ⋅ Yuxi Li ⋅ Mehrtash Harandi ⋅ Weiyao Lin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #216
Open-World Drone Active Tracking with Goal-Centered Rewards
Haowei Sun ⋅ Jinwu Hu ⋅ Zhirui Zhang ⋅ Haoyuan Tian ⋅ Xinze Xie ⋅ Yufeng Wang ⋅ Xiaohua Xie ⋅ Yun Lin ⋅ Zhuliang Yu ⋅ Mingkui Tan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3315
Faster Fixed-Point Methods for Multichain MDPs
Matthew Zurek ⋅ Yudong Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5106
SingRef6D: Monocular Novel Object Pose Estimation with a Single RGB Reference
Jiahui Wang ⋅ Haiyue Zhu ⋅ Haoren Guo ⋅ Abdullah Al Mamun ⋅ Cheng Xiang ⋅ Tong Heng LEE
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3607
MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE
Zongle Huang ⋅ Lei Zhu ⋅ ZongYuan Zhan ⋅ Ting Hu ⋅ Weikai Mao ⋅ Xianzhi Yu ⋅ Yongpan Liu ⋅ Tianyu Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4800
Toward Human Deictic Gesture Target Estimation
Xu Cao ⋅ Pranav Virupaksha ⋅ Sangmin Lee ⋅ Bolin Lai ⋅ Wenqi Jia ⋅ Jintai Chen ⋅ James Rehg
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #505
On the Hardness of Approximating Distributions with Tractable Probabilistic Models
John Leland ⋅ YooJung Choi
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2400
PurpCode: Reasoning for Safer Code Generation
Jiawei Liu ⋅ Nirav Diwan ⋅ Zhe Wang ⋅ Haoyu Zhai ⋅ Xiaona Zhou ⋅ Kiet Nguyen ⋅ Tianjiao Yu ⋅ Muntasir Wahed ⋅ Yinlin Deng ⋅ Hadjer Benkraouda ⋅ Yuxiang Wei ⋅ LINGMING ZHANG ⋅ Ismini Lourentzou ⋅ Gang Wang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #209
On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization
wenlong deng ⋅ Yi Ren ⋅ Muchen Li ⋅ Danica J. Sutherland ⋅ Xiaoxiao Li ⋅ Christos Thrampoulidis
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4404
REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints
Di Wu ⋅ Liu Liu ⋅ Zhou Linli ⋅ Anran Huang ⋅ Liangtu Song ⋅ Qiaojun Yu ⋅ Qi Wu ⋅ Cewu Lu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3716
Theoretical Benefit and Limitation of Diffusion Language Model
Guhao Feng ⋅ Yihan Geng ⋅ Jian Guan ⋅ Wei Wu ⋅ Liwei Wang ⋅ Di He
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4206
WISA: World simulator assistant for physics-aware text-to-video generation
Jing Wang ⋅ Ao Ma ⋅ Ke Cao ⋅ Jun Zheng ⋅ Jiasong Feng ⋅ Zhanjie Zhang ⋅ Wanyuan Pang ⋅ Xiaodan Liang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5301
Learning to price with resource constraints: from full information to machine-learned prices
Ruicheng Ao ⋅ Jiashuo Jiang ⋅ David Simchi-Levi
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1607
BlockScan: Detecting Anomalies in Blockchain Transactions
Jiahao Yu ⋅ Xian Wu ⋅ Hao Liu ⋅ Wenbo Guo ⋅ Xinyu Xing
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3808
Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation
Xin Ma ⋅ Yifan Wang ⋅ Siyu Yi ⋅ Wei Ju ⋅ Junyu Luo ⋅ Yusheng Zhao ⋅ Xiao Luo ⋅ Jiancheng Lv
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2309
Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
ChengAo Shen ⋅ Wenchao Yu ⋅ Ziming Zhao ⋅ Dongjin Song ⋅ Wei Cheng ⋅ Haifeng Chen ⋅ Jingchao Ni
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #312
GraphChain: Large Language Models for Large-scale Graph Analysis via Tool Chaining
Chunyu Wei ⋅ Wenji Hu ⋅ Xingjia Hao ⋅ Xin Wang ⋅ Yifan Yang ⋅ Yunhai Wang ⋅ Yang Tian ⋅ Yueguo Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1905
K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling
Yongrui Chen ⋅ Yi Huang ⋅ Yunchang Liu ⋅ Shenyu Zhang ⋅ Junhao He ⋅ Tongtong Wu ⋅ Guilin Qi ⋅ Tianxing Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2604
Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions
Liuyuan Jiang ⋅ Quan Xiao ⋅ Lisha Chen ⋅ Tianyi Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #801
On Inductive Biases That Enable Generalization in Diffusion Transformers
Jie An ⋅ De Wang ⋅ Pengsheng Guo ⋅ Jiebo Luo ⋅ Alex Schwing
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3510
Self-Refining Language Model Anonymizers via Adversarial Distillation
Kyuyoung Kim ⋅ Hyunjun Jeon ⋅ Jinwoo Shin
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2808
A faster training algorithm for regression trees with linear leaves, and an analysis of its complexity
Kuat Gazizov ⋅ Miguel A. Carreira-Perpinan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1108
AdaptGrad: Adaptive Sampling to Reduce Noise
Linjiang Zhou ⋅ Chao Ma ⋅ Zepeng Wang ⋅ Libing Wu ⋅ XIAOCHUAN SHI
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #815
Distributed mediation analysis with communication efficiency
Shaomin Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1208
The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
Yangyang Guo ⋅ Fangkai Jiao ⋅ Liqiang Nie ⋅ Mohan Kankanhalli
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4108
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Bootstrapping
Pu Yang ⋅ Yunzhen Feng ⋅ Ziyuan Chen ⋅ Yuhang Wu ⋅ Zhuoyuan Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1309
OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
Frank Wan ⋅ Jiaru Qian ⋅ Wenke Huang ⋅ Qilin Xu ⋅ Xianda Guo ⋅ Boheng Li ⋅ Guibin Zhang ⋅ Bo Du ⋅ Mang Ye
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4416
MetaGS: A Meta-Learned Gaussian-Phong Model for Out-of-Distribution 3D Scene Relighting
Yumeng He ⋅ Yunbo Wang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3801
Causality Meets the Table: Debiasing LLMs for Faithful TableQA via Front-Door Intervention
Zhen Yang ⋅ Ziwei Du ⋅ Minghan Zhang ⋅ Wei Du ⋅ Jie Chen ⋅ Fulan Qian ⋅ Shu Zhao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2411
Practical Kernel Selection for Kernel-based Conditional Independence Test
Wenjie Wang ⋅ Mingming Gong ⋅ Biwei Huang ⋅ James Bailey ⋅ Bo Han ⋅ Kun Zhang ⋅ Feng Liu
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5517
Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation
Wenbin An ⋅ Jiahao Nie ⋅ Feng Tian ⋅ Haonan Lin ⋅ mingxiang cai ⋅ Yaqiang Wu ⋅ QianYing Wang ⋅ Xiaoqin Zhang ⋅ Shijian Lu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3010
Parameter-free Algorithms for the Stochastically Extended Adversarial Model
Shuche Wang ⋅ Adarsh Barik ⋅ Peng Zhao ⋅ Vincent Tan
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #108
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation
Muquan Li ⋅ Hang Gou ⋅ Dongyang Zhang ⋅ Shuang Liang ⋅ Xiurui Xie ⋅ Deqiang Ouyang ⋅ Ke Qin
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5312
FairDD: Fair Dataset Distillation
Qihang Zhou ⋅ ShenHao Fang ⋅ Shibo He ⋅ Wenchao Meng ⋅ Jiming Chen
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4007
Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data
Tianyi Chen ⋅ Pengxiao Lin ⋅ Zhiwei Wang ⋅ Zhi-Qin Xu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4306
Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search
Yuta Oshima ⋅ Masahiro Suzuki ⋅ Yutaka Matsuo ⋅ Hiroki Furuta
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4309
SceneDecorator: Towards Scene-Oriented Story Generation with Scene Planning and Scene Consistency
Quanjian Song ⋅ Donghao Zhou ⋅ Jingyu Lin ⋅ Fei Shen ⋅ Jiaze Wang ⋅ Xiaowei Hu ⋅ Cunjian Chen ⋅ Pheng-Ann Heng
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1715
UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection
Jigang Fan ⋅ Quanlin Wu ⋅ Shengjie Luo ⋅ Liwei Wang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2901
Dimension-free Score Matching and Time Bootstrapping for Diffusion Models
Syamantak Kumar ⋅ Dheeraj Nagaraj ⋅ Purnamrita Sarkar
[ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3612
Large Language Diffusion Models
Shen Nie ⋅ Fengqi Zhu ⋅ Zebin You ⋅ Xiaolu Zhang ⋅ Jingyang Ou ⋅ Jun Hu ⋅ Jun Zhou ⋅ Yankai Lin ⋅ Ji-Rong Wen ⋅ Chongxuan LI
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4702
Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval
Siting Li ⋅ Xiang Gao ⋅ Simon Du
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2214
UniMotion: A Unified Motion Framework for Simulation, Prediction and Planning
Nan Song ⋅ Junzhe Jiang ⋅ jingyu li ⋅ Xiatian Zhu ⋅ Li Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4305
High Dynamic Range Imaging with Time-Encoding Spike Camera
Zhenkun Zhu ⋅ Ruiqin Xiong ⋅ Jiyu Xie ⋅ Yuanlin Wang ⋅ Xinfeng Zhang ⋅ Tiejun Huang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4919
Leaving No OOD Instance Behind: Instance-Level OOD Fine-Tuning for Anomaly Segmentation
Yuxuan Zhang ⋅ Zhenbo Shi ⋅ han ye ⋅ Shuchang Wang ⋅ Zhidong Yu ⋅ Shaowei Wang ⋅ Wei Yang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4515
Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations
Gaia Di Lorenzo ⋅ Federico Tombari ⋅ Marc Pollefeys ⋅ Daniel Barath
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #812
FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning
Haizhou Du ⋅ Yiran Xiang ⋅ Yiwen Cai ⋅ Xiufeng Liu ⋅ Zonghan Wu ⋅ Huan Huo ⋅ Guodong Long
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4100
Demystifying Language Model Forgetting with Low-rank Example Associations
Xisen Jin ⋅ Xiang Ren
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4403
HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis
Zipeng Wang ⋅ Dan Xu
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4417
Spike4DGS: Towards High-Speed Dynamic Scene Rendering with 4D Gaussian Splatting via a Spike Camera Array
Qinghong Ye ⋅ Yiqian Chang ⋅ Jianing Li ⋅ Haoran Xu ⋅ Xuan Wang ⋅ Wei Zhang ⋅ Yonghong Tian ⋅ Peixi Peng
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #903
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
Yong Liu ⋅ Zirui Zhu ⋅ Chaoyu Gong ⋅ Minhao Cheng ⋅ Cho-Jui Hsieh ⋅ Yang You
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4816
GMM-based VAE model with Normalising Flow for effective stochastic segmentation
Conghui Li ⋅ Chern Hong Lim ⋅ Xin Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1902
Optimizing Retrieval for RAG via Reinforcement Learning
Jiawei Zhou ⋅ Lei Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3614
Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
Salva Rühling Cachay ⋅ Miika Aittala ⋅ Karsten Kreis ⋅ Noah Brenowitz ⋅ Arash Vahdat ⋅ Morteza Mardani ⋅ Rose Yu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4111
Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization
Yamato Arai ⋅ Yuma Ichikawa
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2504
Autoencoding Random Forests
Binh Vu ⋅ Jan Kapar ⋅ Marvin Wright ⋅ David Watson
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4704
Efficient RAW Image Deblurring with Adaptive Frequency Modulation
Wenlong Jiao ⋅ Binglong Li ⋅ Wei Shang ⋅ Ping Wang ⋅ Dongwei Ren
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5111
FIPER: Factorized Features for Robust Image Super-Resolution and Compression
Yang-Che Sun ⋅ Cheng-Yu Yeo ⋅ Ernie Chu ⋅ Jun-Cheng Chen ⋅ Yu-Lun Liu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1001
Tight High-Probability Bounds for Nonconvex Heavy-Tailed Scenario under Weaker Assumptions
Weixin An ⋅ Yuanyuan Liu ⋅ Fanhua Shang ⋅ Han Yu ⋅ Junkang Liu ⋅ Hongying Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4818
Generalizable Hand-Object Modeling from Monocular RGB Images via 3D Gaussians
Xingyu Liu ⋅ Pengfei Ren ⋅ Qi Qi ⋅ Haifeng Sun ⋅ Zirui Zhuang ⋅ Jing Wang ⋅ Jianxin Liao ⋅ Jingyu Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2705
Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning
Kai Jiang ⋅ Zhengyan Shi ⋅ Dell Zhang ⋅ Hongyuan Zhang ⋅ Xuelong Li
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1406
Detecting Generated Images by Fitting Natural Image Distributions
Yonggang Zhang ⋅ Jun Nie ⋅ Xinmei Tian ⋅ Mingming Gong ⋅ Kun Zhang ⋅ Bo Han
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4104
Tree-Based Premise Selection for Lean4
Zichen Wang ⋅ Anjie Dong ⋅ Zaiwen Wen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2403
RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
jingnan zheng ⋅ Xiangtian Ji ⋅ Yijun Lu ⋅ Chenhang Cui ⋅ Weixiang Zhao ⋅ Gelei Deng ⋅ Zhenkai Liang ⋅ An Zhang ⋅ Tat-Seng Chua
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4904
Topology-Aware Learning of Tubular Manifolds via SE(3)-Equivariant Network on Ball B-Spline Curve
Jingxuan Wang ⋅ Zhongke Wu ⋅ Wang ⋅ Zhang Zeyao ⋅ Chunhao Zheng ⋅ Di Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #413
Provably Efficient Online RLHF with One-Pass Reward Modeling
Long-Fei Li ⋅ Yu-Yang Qian ⋅ Peng Zhao ⋅ Zhi-Hua Zhou
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #313
Sequential Multi-Agent Dynamic Algorithm Configuration
Chen Lu ⋅ Ke Xue ⋅ Lei Yuan ⋅ Yao Wang ⋅ Yaoyuan Wang ⋅ Sheng Fu ⋅ Chao Qian
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4603
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection
Zhihao Sun ⋅ Haoran Jiang ⋅ Haoran Chen ⋅ Yixin Cao ⋅ Xipeng Qiu ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4905
Exploring and Leveraging Class Vectors for Classifier Editing
Jaeik Kim ⋅ Jaeyoung Do
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2707
Parameter Efficient Fine-tuning via Explained Variance Adaptation
Fabian Paischer ⋅ Lukas Hauzenberger ⋅ Thomas Schmied ⋅ Benedikt Alkin ⋅ Marc Deisenroth ⋅ Sepp Hochreiter
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #511
Pixel Reasoner: Incentivizing Pixel Space Reasoning via Curiosity-Driven Reinforcement Learning
Alex Su ⋅ Haozhe Wang ⋅ Weiming Ren ⋅ Fangzhen Lin ⋅ Wenhu Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1306
ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-training
Xin Yao ⋅ Haiyang Zhao ⋅ Yimin Chen ⋅ Jiawei Guo ⋅ Kecheng Huang ⋅ Ming Zhao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2701
Optimal Online Change Detection via Random Fourier Features
Florian Kalinke ⋅ Shakeel Gavioli-Akilagun
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3518
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
Xinglin Wang ⋅ Yiwei Li ⋅ Shaoxiong Feng ⋅ Peiwen Yuan ⋅ Yueqi Zhang ⋅ Jiayi Shi ⋅ Chuyi Tan ⋅ Boyuan Pan ⋅ Yao Hu ⋅ Prof. Kan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #713
Efficient Adaptive Federated Optimization
Su Hyeong Lee ⋅ Sidharth Sharma ⋅ Manzil Zaheer ⋅ Tian Li
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1412
Memory Injection Attacks on LLM Agents via Query-Only Interaction
Shen Dong ⋅ Shaochen Xu ⋅ Pengfei He ⋅ Yige Li ⋅ Jiliang Tang ⋅ Tianming Liu ⋅ Hui Liu ⋅ Zhen Xiang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4619
Promptable 3-D Object Localization with Latent Diffusion Models
Cheng-Yao Hong ⋅ Li-Heng Wang ⋅ Tyng-Luh Liu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1400
Personalized Subgraph Federated Learning with Differentiable Auxiliary Projections
Wei Zhuo ⋅ Zhaohuan Zhan ⋅ Han Yu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2011
Vector Quantization in the Brain: Grid-like Codes in World Models
Xiangyuan Peng ⋅ Xingsi Dong ⋅ Si Wu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1611
ArchCAD-400K: A Large-Scale CAD drawings Dataset and New Baseline for Panoptic Symbol Spotting
Ruifeng Luo ⋅ Zhengjie Liu ⋅ Tianxiao Cheng ⋅ Jie Wang ⋅ Tongjie Wang ⋅ Fei Cheng ⋅ Fu Chai ⋅ Yanpeng Li ⋅ Xingguang Wei ⋅ Haomin Wang ⋅ Shenglong Ye ⋅ Wenhai Wang ⋅ Zhang ⋅ Yu Qiao ⋅ Hongjie Zhang ⋅ Xianzhong Zhao
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3605
Controlling Thinking Speed in Reasoning Models
Zhengkai Lin ⋅ Zhihang Fu ⋅ Ze Chen ⋅ Chao Chen ⋅ Liang Xie ⋅ Wenxiao Wang ⋅ Deng Cai ⋅ Zheng Wang ⋅ Jieping Ye
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3011
On the necessity of adaptive regularisation: Optimal anytime online learning on $\boldsymbol{\ell_p}$-balls
Emmeran Johnson ⋅ David Martínez-Rubio ⋅ Ciara Pike-Burke ⋅ Patrick Rebeschini
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3203
Breaking AR’s Sampling Bottleneck: Provable Acceleration via Diffusion Language Models
Gen Li ⋅ Changxiao Cai
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1212
FairNet: Dynamic Fairness Correction without Performance Loss via Contrastive Conditional LoRA
Songqi Zhou ⋅ Zeyuan Liu ⋅ Benben Jiang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5504
AdvEDM: Fine-grained Adversarial Attack against VLM-based Embodied Agents
Yichen Wang ⋅ Hangtao Zhang ⋅ Hewen Pan ⋅ Ziqi Zhou ⋅ Xianlong Wang ⋅ Peijin Guo ⋅ Lulu Xue ⋅ Shengshan Hu ⋅ Minghui Li ⋅ Leo Yu Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #301
Value Improved Actor Critic Algorithms
Yaniv Oren ⋅ Moritz Zanger ⋅ Pascal van der Vaart ⋅ Mustafa Mert Çelikok ⋅ Wendelin Boehmer ⋅ Matthijs Spaan
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4819
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation
Claudia Cuttano ⋅ Gabriele Trivigno ⋅ Giuseppe Averta ⋅ Carlo Masone
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5013
SoPo: Text-to-Motion Generation Using Semi-Online Preference Optimization
Xiaofeng Tan ⋅ Hongsong Wang ⋅ Xin Geng ⋅ Pan Zhou
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3919
Graph Few-Shot Learning via Adaptive Spectrum Experts and Cross-Set Distribution Calibration
Yonghao Liu ⋅ Yajun Wang ⋅ Chunli Guo ⋅ Wei Pang ⋅ Ximing Li ⋅ Fausto Giunchiglia ⋅ Xiaoyue Feng ⋅ Renchu Guan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3517
Variational Task Vector Composition
Boyuan Zhang ⋅ Yingjun Du ⋅ Xiantong Zhen ⋅ Ling Shao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5313
On Reasoning Strength Planning in Large Reasoning Models
Leheng Sheng ⋅ An Zhang ⋅ Zijian Wu ⋅ Weixiang Zhao ⋅ Changshuo Shen ⋅ zhang yi ⋅ Xiang Wang ⋅ Tat-Seng Chua
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4917
BeyondMix: Leveraging Structural Priors and Long-Range Dependencies for Domain-Invariant LiDAR Segmentation
Yujia Chen ⋅ Rui Sun ⋅ Wangkai Li ⋅ Huayu Mai ⋅ Si Chen ⋅ Zhuoyuan Li ⋅ Zhixin Cheng ⋅ Tianzhu Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1413
Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging
Jinluan Yang ⋅ Dingnan Jin ⋅ Anke Tang ⋅ Li Shen ⋅ Didi Zhu ⋅ Zhengyu Chen ⋅ Ziyu Zhao ⋅ Daixin Wang ⋅ Qing Cui ⋅ Zhiqiang Zhang ⋅ Jun Zhou ⋅ Fei Wu ⋅ Kun Kuang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2210
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
Tonghe Zhang ⋅ Chao Yu ⋅ Sichang Su ⋅ Yu Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1200
Residual Stream Analysis of Overfitting And Structural Disruptions
Quan Liu ⋅ Han Zhou ⋅ Wenquan Wu ⋅ Hua Wu ⋅ Sen Su
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4519
High Resolution UDF Meshing via Iterative Networks
Federico Stella ⋅ Nicolas Talabot ⋅ Hieu Le ⋅ Pascal Fua
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3901
Distributional Training Data Attribution: What do Influence Functions Sample?
Bruno Mlodozeniec ⋅ Isaac Reid ⋅ Sam Power ⋅ David Krueger ⋅ Murat Erdogdu ⋅ Richard Turner ⋅ Roger Grosse
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2204
Guided Diffusion Sampling on Function Spaces with Applications to PDEs
Jiachen Yao ⋅ Abbas Mammadov ⋅ Julius Berner ⋅ Gavin Kerrigan ⋅ Jong Chul Ye ⋅ Kamyar Azizzadenesheli ⋅ Animashree Anandkumar
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1012
A Implies B: Circuit Analysis in LLMs for Propositional Logical Reasoning
Guan Zhe Hong ⋅ Nishanth Dikkala ⋅ Enming Luo ⋅ Cyrus Rashtchian ⋅ Xin Wang ⋅ Rina Panigrahy
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1401
Private Hyperparameter Tuning with Ex-Post Guarantee
Badih Ghazi ⋅ Pritish Kamath ⋅ Alexander Knop ⋅ Ravi Kumar ⋅ Pasin Manurangsi ⋅ Chiyuan Zhang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4415
GLVD: Guided Learned Vertex Descent
Pol Caselles RIco ⋅ Francesc Moreno-Noguer
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1502
Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation
Chaohao Yuan ⋅ Maoji Wen ⋅ Ercan KURUOGLU ⋅ Yang Liu ⋅ Jia Li ⋅ Tingyang Xu ⋅ Deli Zhao ⋅ Hong Cheng ⋅ Yu Rong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5516
PREAMBLE: Private and Efficient Aggregation via Block Sparse Vectors
Hilal Asi ⋅ Vitaly Feldman ⋅ Hannah Keller ⋅ Guy Rothblum ⋅ Kunal Talwar
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3708
Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach
Tal Gonen ⋅ Itai Pemper ⋅ Ilan Naiman ⋅ Nimrod Berman ⋅ Omri Azencot
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1914
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Mingjie Liu ⋅ Shizhe Diao ⋅ Ximing Lu ⋅ Jian Hu ⋅ Xin Dong ⋅ Yejin Choi ⋅ Jan Kautz ⋅ Yi Dong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5406
Image Super-Resolution with Guarantees via Conformalized Generative Models
Eduardo Adame ⋅ Daniel Csillag ⋅ Guilherme Tegoni Goedert
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4109
Extrapolation by Association: Length Generalization Transfer In Transformers
Ziyang Cai ⋅ Nayoung Lee ⋅ Avi Schwarzschild ⋅ Samet Oymak ⋅ Dimitris Papailiopoulos
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #210
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning
Siyan Zhao ⋅ Devaansh Gupta ⋅ Qinqing Zheng ⋅ Aditya Grover
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3110
Adversarial generalization of unfolding (model-based) networks
Vicky Kouni
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4313
CPO: Condition Preference Optimization for Controllable Image Generation
Zonglin Lyu ⋅ Ming Li ⋅ Xinxin Liu ⋅ Chen Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2211
Convergent Functions, Divergent Forms
Hyeonseong Jeon ⋅ Ainaz Eftekhar ⋅ Aaron Walsman ⋅ Kuo-Hao Zeng ⋅ Ali Farhadi ⋅ Ranjay Krishna
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3210
Diffusion Models Meet Contextual Bandits
Imad Aouali
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3617
Diffusion Beats Autoregressive in Data-Constrained Settings
Mihir Prabhudesai ⋅ Mengning Wu ⋅ Amir Zadeh ⋅ Katerina Fragkiadaki ⋅ Deepak Pathak
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3803
Sound Logical Explanations for Mean Aggregation Graph Neural Networks
Matthew Morris ⋅ Ian Horrocks
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2908
Theoretical Guarantees for the Retention of Strict Nash Equilibria by Coevolutionary Algorithms
Alistair Benford ⋅ Per Kristian Lehre
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #309
Imagine Beyond ! Distributionally Robust Autoencoding for State Space Coverage in Online Reinforcement Learning
Nicolas Castanet ⋅ Olivier Sigaud ⋅ Sylvain Lamprier
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2613
CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
Yifei Zhang ⋅ Hao Zhu ⋅ Junhao Dong ⋅ Haoran Shi ⋅ Ziqiao Meng ⋅ Piotr Koniusz ⋅ Han Yu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3600
Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective
Weizhong Huang ⋅ Yuxin Zhang ⋅ Xiawu Zheng ⋅ Fei Chao ⋅ Rongrong Ji ⋅ Liujuan Cao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2712
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
Zhenqi He ⋅ Yuanpei Liu ⋅ Kai Han
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5009
DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling
Kairun Wen ⋅ Yuzhihuang ⋅ Runyu Chen ⋅ Hui Zheng ⋅ Yunlong Lin ⋅ Panwang Pan ⋅ Chenxin Li ⋅ Wenyan Cong ⋅ Jian Zhang ⋅ Junbin Lu ⋅ Chenguo Lin ⋅ Dilin Wang ⋅ Zhicheng Yan ⋅ Hongyu Xu ⋅ Justin Theiss ⋅ Yue Huang ⋅ Xinghao Ding ⋅ Rakesh Ranjan ⋅ Zhiwen Fan
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #613
$\Psi$-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models
Taehoon Yoon ⋅ Yunhong Min ⋅ Kyeongmin Yeo ⋅ Minhyuk Sung
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3616
The quest for the GRAph Level autoEncoder (GRALE)
Paul Krzakala ⋅ Gabriel Melo ⋅ Charlotte Laclau ⋅ Florence d'Alché-Buc ⋅ Rémi Flamary
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4615
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
Weiqi Li ⋅ Xuanyu Zhang ⋅ Shijie Zhao ⋅ Yabin ZHANG ⋅ Junlin Li ⋅ Li zhang ⋅ Jian Zhang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3507
ComPO: Preference Alignment via Comparison Oracles
Peter Chen ⋅ Xi Chen ⋅ Wotao Yin ⋅ Tianyi Lin
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4516
VoxDet: Rethinking 3D Semantic Scene Completion as Dense Object Detection
Wuyang Li ⋅ Zhu Yu ⋅ Alexandre Alahi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1010
Fast Data Attribution for Text-to-Image Models
Sheng-Yu Wang ⋅ Aaron Hertzmann ⋅ Alexei Efros ⋅ Richard Zhang ⋅ Jun-Yan Zhu
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #402
Multi-agent Markov Entanglement
Shuze Chen ⋅ Tianyi Peng
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #512
Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition Functions
Simon Matrenok ⋅ Skander Moalla ⋅ Caglar Gulcehre
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4803
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
Zixiang Zhao ⋅ Haowen Bai ⋅ Bingxin Ke ⋅ Yukun Cui ⋅ Lilun Deng ⋅ Yulun Zhang ⋅ Kai Zhang ⋅ Konrad Schindler
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2802
Learning Robust Spectral Dynamics for Temporal Domain Generalization
En Yu ⋅ Jie Lu ⋅ Xiaoyu Yang ⋅ Guangquan Zhang ⋅ Zhen Fang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3511
Structured Initialization for Vision Transformers
Jianqiao Zheng ⋅ Xueqian Li ⋅ Hemanth Saratchandran ⋅ Simon Lucey
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #305
Real-DRL: Teach and Learn at Runtime
Yanbing Mao ⋅ Yihao Cai ⋅ Lui Sha
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4607
HoliTom: Holistic Token Merging for Fast Video Large Language Models
Kele Shao ⋅ Keda TAO ⋅ Can Qin ⋅ Haoxuan You ⋅ Yang Sui ⋅ Huan Wang
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1615
ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
Mengdi Liu ⋅ Xiaoxue Cheng ⋅ Zhangyang Gao ⋅ Hong Chang ⋅ Cheng Tan ⋅ Shiguang Shan ⋅ Xilin Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3810
Defining and Discovering Hyper-meta-paths for Heterogeneous Hypergraphs
Yaming Yang ⋅ Ziyu Zheng ⋅ Weigang Lu ⋅ Zhe Wang ⋅ Xinyan Huang ⋅ Wei Zhao ⋅ Ziyu Guan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4902
Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
Yue Zhou ⋅ Xinan He ⋅ Kaiqing Lin ⋅ Bing Fan ⋅ Feng Ding ⋅ Bin Li
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4400
EverybodyDance: Bipartite Graph–Based Identity Correspondence for Multi-Character Animation
Haotian Ling ⋅ Zequn Chen ⋅ Qiuying Chen ⋅ Donglin Di ⋅ Yongjia Ma ⋅ Hao Li ⋅ Chen Wei ⋅ Zhulin Tao ⋅ Xun Yang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4207
VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory
Young-Jae Park ⋅ Minseok Seo ⋅ Hae-Gon Jeon
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4713
Hierarchical Information Aggregation for Incomplete Multimodal Alzheimer's Disease Diagnosis
Chengliang Liu ⋅ Que Yuanxi ⋅ Qihao Xu ⋅ Yabo Liu ⋅ Jie Wen ⋅ Jinghua Wang ⋅ Xiaoling Luo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4413
Generative Perception of Shape and Material from Differential Motion
Xinran Han ⋅ Ko Nishino ⋅ Todd Zickler
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5412
NavBench: Probing Multimodal Large Language Models for Embodied Navigation
Yanyuan Qiao ⋅ Haodong Hong ⋅ Wenqi Lyu ⋅ Dong An ⋅ Siqi Zhang ⋅ Yutong Xie ⋅ Xinyu Wang ⋅ Qi Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5108
FAST: Foreground‑aware Diffusion with Accelerated Sampling Trajectory for Segmentation‑oriented Anomaly Synthesis
xichen xu ⋅ Yanshu Wang ⋅ Jinbao Wang ⋅ XiaoNing Lei ⋅ Guoyang Xie ⋅ GUANNAN JIANG ⋅ Zhichao Lu
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3713
DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks
Canyu Zhao ⋅ Yanlong Sun ⋅ Mingyu Liu ⋅ Huanyi Zheng ⋅ Muzhi Zhu ⋅ Zhiyue Zhao ⋅ Hao Chen ⋅ Tong He ⋅ Chunhua Shen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3604
Anchored Diffusion Language Model
Litu Rout ⋅ Constantine Caramanis ⋅ Sanjay Shakkottai
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4802
Continual Multimodal Contrastive Learning
Xiaohao Liu ⋅ Xiaobo Xia ⋅ See-Kiong Ng ⋅ Tat-Seng Chua
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4210
PlayerOne: Egocentric World Simulator
Yuanpeng Tu ⋅ Hao Luo ⋅ Xi Chen ⋅ Xiang Bai ⋅ Fan Wang ⋅ Hengshuang Zhao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4616
Perception-R1: Pioneering Perception Policy with Reinforcement Learning
En Yu ⋅ Kangheng Lin ⋅ Liang Zhao ⋅ jisheng yin ⋅ Yana Wei ⋅ Yuang Peng ⋅ Haoran Wei ⋅ Jianjian Sun ⋅ Chunrui Han ⋅ Zheng Ge ⋅ Xiangyu Zhang ⋅ Daxin Jiang ⋅ Jingyu Wang ⋅ Wenbing Tao
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1802
Learning to Zoom with Anatomical Relations for Medical Structure Detection
Bin Pu ⋅ Liwen Wang ⋅ Xingbo Dong ⋅ Xingguo Lv ⋅ ZHE JIN
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3300
PLEIADES: Building Temporal Kernels with Orthogonal Polynomials
Yan Ru Pei ⋅ Olivier Coenen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4016
DuoGPT: Training-free Dual Sparsity through Activation-aware Pruning in LLMs
Ruokai Yin ⋅ Yuhang Li ⋅ Donghyun Lee ⋅ Priyadarshini Panda
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2914
Robust Policy Expansion for Offline-to-Online RL under Diverse Data Corruption
Longxiang He ⋅ Deheng Ye ⋅ Junbo Tan ⋅ Xueqian Wang ⋅ Li Shen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3302
Revolutionizing Training-Free NAS: Towards Efficient Automatic Proxy Discovery via Large Language Models
Haidong Kang ⋅ Lihong Lin ⋅ Hanling Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2704
Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning
Ruilin Tong ⋅ Haodong Lu ⋅ Yuhang Liu ⋅ Dong Gong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2507
Learning from Disjoint Views: A Contrastive Prototype Matching Network for Fully Incomplete Multi-View Clustering
Yiming Wang ⋅ Qun Li ⋅ Dongxia Chang ⋅ Jie Wen ⋅ Hua Dai ⋅ Fu Xiao ⋅ Yao Zhao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1814
Erasing Conceptual Knowledge from Language Models
Rohit Gandikota ⋅ Sheridan Feucht ⋅ Samuel Marks ⋅ David Bau
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5319
EvoLM: In Search of Lost Training Dynamics for Language Model Reasoning
Zhenting Qi ⋅ Fan Nie ⋅ Alexandre Alahi ⋅ James Zou ⋅ Himabindu Lakkaraju ⋅ Yilun Du ⋅ Eric Xing ⋅ Sham Kakade ⋅ Hanlin Zhang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3912
GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation
Sohyun Lee ⋅ Yeho Gwon ⋅ Lukas Hoyer ⋅ Suha Kwak
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #410
Compiler-R1: Towards Agentic Compiler Auto-tuning with Reinforcement Learning
Haolin Pan ⋅ Hongyu Lin ⋅ Haoran Luo ⋅ Yang Liu ⋅ Kaichun Yao ⋅ Libo Zhang ⋅ Mingjie Xing ⋅ Yanjun Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #206
Tapered Off-Policy REINFORCE - Stable and efficient reinforcement learning for large language models
Nicolas Le Roux ⋅ Marc Bellemare ⋅ Jonathan Lebensold ⋅ Arnaud Bergeron ⋅ Joshua Greaves ⋅ Alexandre Fréchette ⋅ Carolyne Pelletier ⋅ Eric Thibodeau-Laufer ⋅ Sándor Tóth ⋅ Sam Work
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3316
Non-Stationary Lipschitz Bandits
Nicolas Nguyen ⋅ Solenne Gaucher ⋅ Claire Vernade
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5311
3DRS: MLLMs Need 3D-Aware Representation Supervision for Scene Understanding
Xiaohu Huang ⋅ Jingjing Wu ⋅ Qunyi Xie ⋅ Kai Han
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4811
MMaDA: Multimodal Large Diffusion Language Models
Ling Yang ⋅ Ye Tian ⋅ Bowen Li ⋅ Xinchen Zhang ⋅ Ke Shen ⋅ Yunhai Tong ⋅ Mengdi Wang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1800
PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
Honglin Li ⋅ Zhongyi Shui ⋅ Yunlong Zhang ⋅ Chenglu Zhu ⋅ Lin Yang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3910
Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation
Shiwei Li ⋅ Xiandi Luo ⋅ Haozhao Wang ⋅ Xing Tang ⋅ Ziqiang Cui ⋅ Dugang Liu ⋅ Yuhua Li ⋅ Xiuqiang He ⋅ Ruixuan Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5402
CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation
Kavana Venkatesh ⋅ Connor Dunlop ⋅ Pinar Yanardag
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #909
Non-Clairvoyant Scheduling with Progress Bars
Ziyad Benomar ⋅ Romain Cosson ⋅ Alexander Lindermayr ⋅ Jens Schlöter
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3406
Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression
Kunjun Li ⋅ Zigeng Chen ⋅ Cheng-Yen Yang ⋅ Jenq-Neng Hwang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4301
Unifying Reconstruction and Density Estimation via Invertible Contraction Mapping in One-Class Classification
Xiaolei Wang ⋅ Tianhong Dai ⋅ Huihui Bai ⋅ Yao Zhao ⋅ Jimin XIAO
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2512
GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification
Qiao Li ⋅ Jie Li ⋅ Yukang Zhang ⋅ Lei Tan ⋅ Jing Chen ⋅ Jiayi Ji
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2511
Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional Autoencoders
Samuel V. Singh ⋅ Shirley Coyle ⋅ Mimi Zhang
[ Slides [ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4319
InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
Jinlai Liu ⋅ Jian Han ⋅ Bin Yan ⋅ Hui Wu ⋅ Fengda Zhu ⋅ Xing Wang ⋅ Yi Jiang ⋅ BINGYUE PENG ⋅ Zehuan Yuan
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5515
Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers
Gangwei Xu ⋅ Haotong Lin ⋅ Hongcheng Luo ⋅ Xianqi Wang ⋅ JINGFENG YAO ⋅ Lianghui Zhu ⋅ Yuechuan Pu ⋅ Cheng Chi_ ⋅ Haiyang Sun ⋅ Bing Wang ⋅ Guang Chen ⋅ Hangjun Ye ⋅ Sida Peng ⋅ Xin Yang
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5506
Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2
Ziqi Zhou ⋅ Yifan Hu ⋅ Yufei Song ⋅ Zijing Li ⋅ Shengshan Hu ⋅ Leo Yu Zhang ⋅ Dezhong Yao ⋅ Long Zheng ⋅ Hai Jin
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4408
3DOT: Texture Transfer for 3DGS Objects from a Single Reference Image
Xiao Cao ⋅ Beibei Lin ⋅ Bo Wang ⋅ Zhiyong Huang ⋅ Robby Tan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2617
LLM-DAMVC: A Large Language Model Assisted Dynamic Agent for Multi-View Clustering
Qianqian Wang ⋅ Qianqian Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4107
CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling
Beibu Li ⋅ Qichao Shentu ⋅ Yang Shu ⋅ Hui Zhang ⋅ Ming Li ⋅ Ning Jin ⋅ Bin Yang ⋅ Chenjuan Guo
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4414
CAGE: Continuity-Aware edGE Network Unlocks Robust Floorplan Reconstruction
Yiyi Liu ⋅ Chunyang Liu ⋅ Bohan Wang ⋅ Weiqin Jiao ⋅ Bojian Wu ⋅ Lubin Fan ⋅ Yuwei Chen ⋅ Fashuai Li ⋅ Biao Xiong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3707
Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
Yifei Wang ⋅ Weimin Bai ⋅ colin zhang ⋅ Debing Zhang ⋅ Weijian Luo ⋅ He Sun
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2505
NeurIPT: Foundation Model for Neural Interfaces
Zitao Fang ⋅ Chenxuan Li ⋅ Hongting Zhou ⋅ Shuyang Yu ⋅ Guodong DU ⋅ Ashwaq Qasem ⋅ Yang Lu ⋅ Jing Li ⋅ Junsong Zhang ⋅ Sim Kuan Goh
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3313
A Novel General Framework for Sharp Lower Bounds in Succinct Stochastic Bandits
Guo Zeng ⋅ Jean Honorio
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5303
MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
Xi Chen ⋅ Mingkang Zhu ⋅ Shaoteng Liu ⋅ Xiaoyang Wu ⋅ Xiaogang Xu ⋅ Yu Liu ⋅ Xiang Bai ⋅ Hengshuang Zhao
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1912
Target Speaker Extraction through Comparing Noisy Positive and Negative Audio Enrollments
Shitong Xu ⋅ Yiyuan Yang ⋅ Niki Trigoni ⋅ Andrew Markham
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1804
From Indicators to Insights: Diversity-Optimized for Medical Series-Text Decoding via LLMs
Xiyuan Jin ⋅ Jing Wang ⋅ Ziwei Lin ⋅ QIANRU JIA ⋅ Yuqing Huang ⋅ Xiaojun Ning ⋅ Zhonghua Shi ⋅ Youfang Lin
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1501
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
Ziqiang Cui ⋅ Yunpeng Weng ⋅ Xing Tang ⋅ Xiaokun Zhang ⋅ Shiwei Li ⋅ Peiyang Liu ⋅ Bowei He ⋅ Dugang Liu ⋅ Weihong Luo ⋅ Xiuqiang He ⋅ Chen Ma
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #406
Regret-Optimal Q-Learning with Low Cost for Single-Agent and Federated Reinforcement Learning
Haochen Zhang ⋅ Zhong Zheng ⋅ Lingzhou Xue
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5318
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up
Songhua Liu ⋅ Zhenxiong Tan ⋅ Xinchao Wang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5401
Domain-Specific Pruning of Large Mixture-of-Experts Models with Few-shot Demonstrations
Zican Dong ⋅ Han Peng ⋅ Peiyu Liu ⋅ Xin Zhao ⋅ Dong Wu ⋅ Feng Xiao ⋅ Zhifeng Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4005
Who You Are Matters: Bridging Interests and Social Roles via LLM-Enhanced Logic Recommendation
Qing Yu ⋅ Xiaobei Wang ⋅ Shuchang Liu ⋅ yandong.bai ⋅ Xiaoyu Yang ⋅ Xueliang Wang ⋅ Chang Meng ⋅ Shanshan Wu ⋅ HailanYang ⋅ Bin Wen ⋅ Huihui Xiao ⋅ Xiang Li ⋅ Fan Yang ⋅ Xiaoqiang Feng ⋅ Lantao Hu ⋅ Han Li ⋅ Kun Gai ⋅ Lixin Zou
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #415
STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation
Hossein Goli ⋅ Michael Gimelfarb ⋅ Nathan de Lara ⋅ Haruki Nishimura ⋅ Masha Itkina ⋅ Florian Shkurti
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5310
Asymmetric Dual-Lens Video Deblurring
Zeyu Xiao ⋅ Xinchao Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5414
MEGADance: Mixture-of-Experts Architecture for Genre-Aware 3D Dance Generation
kaixing yang ⋅ Xulong Tang ⋅ Ziqiao Peng ⋅ Yuxuan Hu ⋅ Jun He ⋅ Hongyan Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2605
CaliGCL: Calibrated Graph Contrastive Learning via Partitioned Similarity and Consistency Discrimination
Yuena Lin ⋅ Hao Wei ⋅ Hai-Chun Cai ⋅ Bohang Sun ⋅ Tao Yang ⋅ Zhen Yang ⋅ Gengyu Lyu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4608
Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions
Jihoon Kwon ⋅ Kyle Min ⋅ Jy-yong Sohn
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4317
Image as a World: Generating Interactive World from Single Image via Panoramic Video Generation
Dongnan Gui ⋅ Xun Guo ⋅ Wengang Zhou ⋅ Yan Lu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1601
ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG
Yikuan Hu ⋅ Jifeng Zhu ⋅ Lanrui Tang ⋅ Chen Huang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5010
MiniMax-Remover: Taming Bad Noise Helps Video Object Removal
Bojia Zi ⋅ Weixuan Peng ⋅ Xianbiao Qi ⋅ Jianan Wang ⋅ Shihao Zhao ⋅ Rong Xiao ⋅ Kam-Fai Wong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4606
GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains
Chun Wang ⋅ Xiaojun Ye ⋅ Xiaoran Pan ⋅ Zihao Pan ⋅ Haofan Wang ⋅ Yiren Song
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2904
From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models
Weitong Zhang ⋅ Chengqi Zang ⋅ Bernhard Kainz
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4300
IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation
Yuanze Lin ⋅ Yi-Wen Chen ⋅ Yi-Hsuan Tsai ⋅ Ronald Clark ⋅ Ming-Hsuan Yang
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2709
Diversity-oriented Deep Multi-modal Clustering
Wang Yanzheng ⋅ Xin Yang ⋅ Yujun Wang ⋅ Shizhe Hu ⋅ Mingliang Xu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4304
OmniTry: Virtual Try-On Anything without Masks
Yutong Feng ⋅ Linlin Zhang ⋅ Hengyuan Cao ⋅ Yiming Chen ⋅ Xiaoduan Feng ⋅ Jian Cao ⋅ Yuxiong Wu ⋅ Bin Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #601
Nearly Dimension-Independent Convergence of Mean-Field Black-Box Variational Inference
Kyurae Kim ⋅ Yian Ma ⋅ Trevor Campbell ⋅ Jacob Gardner
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4311
Faster Video Diffusion with Trainable Sparse Attention
Peiyuan Zhang ⋅ Yongqi Chen ⋅ Haofeng Huang ⋅ Will Lin ⋅ Zhengzhong Liu ⋅ Ion Stoica ⋅ Eric Xing ⋅ Hao Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #700
Logic.py: Bridging the Gap between LLMs and Constraint Solvers
Pascal Kesseli ⋅ Peter O'Hearn ⋅ Ricardo Cabral
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4511
GeRaF: Neural Geometry Reconstruction from Radio Frequency Signals
Jiachen Lu ⋅ Hailan Shanbhag ⋅ Haitham Al Hassanieh
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2506
The Indra Representation Hypothesis for Multimodal Alignment
Jianglin Lu ⋅ Hailing Wang ⋅ Kuo Yang ⋅ Yitian Zhang ⋅ Simon Jenni ⋅ Yun Fu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5306
Seeing the Arrow of Time in Large Multimodal Models
Zihui (Sherry) Xue ⋅ Romy Luo ⋅ Kristen Grauman
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1907
Mixture of Inputs: Text Generation Beyond Discrete Token Sampling
Yufan Zhuang ⋅ Liyuan Liu ⋅ Chandan Singh ⋅ Jingbo Shang ⋅ Jianfeng Gao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5210
Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
Fuyang Liu ⋅ Jiaqi Xu ⋅ Xiaowei Hu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5507
SuperCLIP: CLIP with Simple Classification Supervision
Weiheng Zhao ⋅ Zilong Huang ⋅ Jiashi Feng ⋅ Xinggang Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1014
Interpreting vision transformers via residual replacement model
Jinyeong Kim ⋅ Junhyeok Kim ⋅ Yumin Shim ⋅ Joohyeok Kim ⋅ Sunyoung Jung ⋅ Seong Jae Hwang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3906
Non-Singularity of the Gradient Descent Map for Neural Networks with Piecewise Analytic Activations
Alexandru Crăciun ⋅ Debarghya Ghoshdastidar
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3815
Principled Data Augmentation for Learning to Solve Quadratic Programming Problems
Chendi Qian ⋅ Christopher Morris
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #612
Active Measurement: Efficient Estimation at Scale
Max Hamilton ⋅ Jinlin Lai ⋅ Wenlong Zhao ⋅ Subhransu Maji ⋅ Daniel Sheldon
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #208
LVLM-Driven Attribute-Aware Modeling for Visible-Infrared Person Re-Identification
Zhiqi Pang ⋅ Lingling Zhao ⋅ Junjie Wang ⋅ Chunyu Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2100
Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations
Panqi Chen ⋅ Yifan Sun ⋅ Lei Cheng ⋅ YANG YANG ⋅ Weichang Li ⋅ Yang Liu ⋅ Weiqing Liu ⋅ Jiang Bian ⋅ Shikai Fang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4411
PPMStereo: Pick-and-Play Memory Construction for Consistent Dynamic Stereo Matching
WANG Yun ⋅ Junjie Hu ⋅ Qiaole Dong ⋅ Yongjian Zhang ⋅ Yanwei Fu ⋅ Tin Lun Lam ⋅ Dapeng Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4815
Learning Human-Object Interaction as Groups
Jiajun Hong ⋅ Jianan Wei ⋅ Wenguan Wang
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5109
Towards Predicting Any Human Trajectory In Context
Ryo Fujii ⋅ Hideo Saito ⋅ Ryo Hachiuma
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4812
Robust Cross-modal Alignment Learning for Cross-Scene Spatial Reasoning and Grounding
Yanglin Feng ⋅ Hongyuan Zhu ⋅ Dezhong Peng ⋅ Xi Peng ⋅ Xiaomin Song ⋅ Peng Hu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #303
Reinforced Context Order Recovery for Adaptive Reasoning and Planning
Long Ma ⋅ Fangwei Zhong ⋅ Yizhou Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1605
STEAD: Robust Provably Secure Linguistic Steganography with Diffusion Language Model
Yuang Qi ⋅ Na Zhao ⋅ Qiyi Yao ⋅ Benlong Wu ⋅ Weiming Zhang ⋅ Nenghai Yu ⋅ Kejiang Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3818
Uncertainty Estimation on Graphs with Structure Informed Stochastic Partial Differential Equations
Fred Xu ⋅ Thomas Markovich
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4909
BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models
Dingqiang Ye ⋅ Chao Fan ⋅ Zhanbo Huang ⋅ Chengwen Luo ⋅ Jianqiang Li ⋅ Shiqi Yu ⋅ Xiaoming Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5514
Spotlight Attention: Towards Efficient LLM Generation via Non-linear Hashing-based KV Cache Retrieval
Wenhao Li ⋅ Yuxin Zhang ⋅ Gen Luo ⋅ Haiyuan Wan ⋅ Ziyang Gong ⋅ Fei Chao ⋅ Rongrong Ji
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4419
ReCon-GS: Continuum-Preserved Gaussian Streaming for Fast and Compact Reconstruction of Dynamic Scenes
Jiaye Fu ⋅ Qiankun Gao ⋅ Chengxiang Wen ⋅ Yanmin Wu ⋅ Siwei Ma ⋅ Jiaqi Zhang ⋅ Jian Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3418
Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training
Reza Shirkavand ⋅ Peiran Yu ⋅ Qi He ⋅ Heng Huang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1510
Safety Depth in Large Language Models: A Markov Chain Perspective
Ching-Chia Kao ⋅ Chia-Mu Yu ⋅ Chun-Shien Lu ⋅ Chu-Song Chen
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #707
Unlocking Dataset Distillation with Diffusion Models
Brian Moser ⋅ Federico Raue ⋅ Sebastian Palacio ⋅ Stanislav Frolov ⋅ Andreas Dengel
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3712
Language Models Can Predict Their Own Behavior
Dhananjay Ashok ⋅ Jonathan May
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #307
Efficient Safe Meta-Reinforcement Learning: Provable Near-Optimality and Anytime Safety
Siyuan Xu ⋅ Minghui Zhu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #308
Enhancing Interpretability in Deep Reinforcement Learning through Semantic Clustering
Liang Zhang ⋅ Justin Lieffers ⋅ Adarsh Pyarelal
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3918
Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs
Kai Wang ⋅ Siqiang Luo ⋅ Caihua Shan ⋅ Yifei Shen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3804
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
Siwei Zhang ⋅ Yun Xiong ⋅ Yateng Tang ⋅ Jiarong Xu ⋅ Xi Chen ⋅ Zehao Gu ⋅ Xuehao Zheng ⋅ Zi'an Jia ⋅ Jiawei Zhang
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1207
Mask Image Watermarking
Runyi Hu ⋅ Jie Zhang ⋅ Shiqian Zhao ⋅ Nils Lukas ⋅ Jiwei Li ⋅ Qing Guo ⋅ Han Qiu ⋅ Tianwei Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #213
Scaling Off-Policy Reinforcement Learning with Batch and Weight Normalization
Daniel Palenicek ⋅ Florian Vogt ⋅ Joe Watson ⋅ Jan Peters
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5519
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
Junchi Yu ⋅ Yujie Liu ⋅ Jindong Gu ⋅ Philip Torr ⋅ Dongzhan Zhou
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4906
DAA: Amplifying Unknown Discrepancy for Test-Time Discovery
Tianle Liu ⋅ Fan Lyu ⋅ Chenggong Ni ⋅ Zhang Zhang ⋅ Fuyuan Hu ⋅ Liang Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4817
OPMapper: Enhancing Open-Vocabulary Semantic Segmentation with Multi-Guidance Information
Xuehui Wang ⋅ Chongjie Si ⋅ Xue Yang ⋅ Yuzhi Zhao ⋅ Wenhai Wang ⋅ Xiaokang Yang ⋅ Wei Shen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4303
Low-Rank Head Avatar Personalization with Registers
Sai Tanmay Reddy Chakkera ⋅ Aggelina Chatziagapi ⋅ Md Moniruzzaman ⋅ Chen-Ping Yu ⋅ Yi-Hsuan Tsai ⋅ Dimitris Samaras
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2809
Learning to Clean: Reinforcement Learning for Noisy Label Correction
Marzi Heidari ⋅ Hanping Zhang ⋅ Yuhong Guo
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4716
VR-Drive: Viewpoint-Robust End-to-End Driving with Feed-Forward 3D Gaussian Splatting
Hoonhee Cho ⋅ Jae-Young Kang ⋅ Giwon Lee ⋅ Hyemin Yang ⋅ Heejun Park ⋅ Seokwoo Jung ⋅ Kuk-Jin Yoon
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #709
Faster Algorithms for Structured John Ellipsoid Computation
Yang Cao ⋅ Xiaoyu Li ⋅ Zhao Song ⋅ Xin Yang ⋅ Tianyi Zhou
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2815
Graph–Smoothed Bayesian Black-Box Shift Estimator and Its Information Geometry
Masanari Kimura
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3717
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
Jiaru Zou ⋅ Ling Yang ⋅ Jingwen Gu ⋅ Jiahao Qiu ⋅ Ke Shen ⋅ Jingrui He ⋅ Mengdi Wang
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4310
🎧MOSPA: Human Motion Generation Driven by Spatial Audio
Shuyang Xu ⋅ Zhiyang Dou ⋅ Mingyi Shi ⋅ Liang Pan ⋅ Leo Ho ⋅ Jingbo Wang ⋅ Yuan Liu ⋅ Cheng Lin ⋅ Yuexin Ma ⋅ Wenping Wang ⋅ Taku Komura
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1801
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
Harry Amad ⋅ Zhaozhi Qian ⋅ Dennis Frauen ⋅ Julianna Piskorz ⋅ Stefan Feuerriegel ⋅ Mihaela van der Schaar
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1113
ProtoPairNet: Interpretable Regression through Prototypical Pair Reasoning
Rose Gurung ⋅ Ronilo Ragodos ⋅ Chiyu Ma ⋅ Tong Wang ⋅ Chaofan Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4801
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
Xiyao Wang ⋅ Zhengyuan Yang ⋅ Chao Feng ⋅ Yuhang Zhou ⋅ Xiaoyu Liu ⋅ Yongyuan Liang ⋅ Ming Li ⋅ Ziyi Zang ⋅ Linjie Li ⋅ Chung-Ching Lin ⋅ Kevin Lin ⋅ Furong Huang ⋅ Lijuan Wang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5011
MoRIC: A Modular Region-based Implicit Codec for Image Compression
Gen Li ⋅ Haotian Wu ⋅ Deniz Gunduz
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2603
OmniDraft: A cross-vocabulary, online adaptive drafter for on-device speculative decoding
Ramchalam Kinattinkara Ramakrishnan ⋅ Zhaocong Yuan ⋅ Jay Zhuo ⋅ Chen Feng ⋅ Yicheng Lin ⋅ Chenzheng Su ⋅ Xiaopeng Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1901
RAST: Reasoning Activation in LLMs via Small-model Transfer
Siru Ouyang ⋅ Xinyu Zhu ⋅ Zilin Xiao ⋅ Minhao Jiang ⋅ Yu Meng ⋅ Jiawei Han
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3311
Tight Bounds for Answering Adaptively Chosen Concentrated Queries
Emma Rapoport ⋅ Edith Cohen ⋅ Uri Stemmer
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #104
Faithful Group Shapley Value
Kiljae Lee ⋅ Ziqi Liu ⋅ Weijing Tang ⋅ Yuan Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3405
AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs
Di He ⋅ Songjun Tu ⋅ Ajay Jaiswal ⋅ Li Shen ⋅ Ganzhao Yuan ⋅ Shiwei Liu ⋅ Lu Yin
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5012
4KAgent: Agentic Any Image to 4K Super-Resolution
Yushen Zuo ⋅ Qi Zheng ⋅ Mingyang Wu ⋅ Xinrui Jiang ⋅ Renjie Li ⋅ Jian Wang ⋅ Yide Zhang ⋅ Gengchen Mai ⋅ Lihong Wang ⋅ James Zou ⋅ Xiaoyu Wang ⋅ Ming-Hsuan Yang ⋅ Zhengzhong Tu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5400
Improved Representation Steering for Language Models
Zhengxuan Wu ⋅ Qinan Yu ⋅ Aryaman Arora ⋅ Christopher D Manning ⋅ Chris Potts
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1301
Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy
Bogdan Kulynych ⋅ Juan Gomez ⋅ Georgios Kaissis ⋅ Jamie Hayes ⋅ Borja Balle ⋅ Flavio Calmon ⋅ Jean Raisaro
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3306
The Complexity of Finding Local Optima in Contrastive Learning
Jingming Yan ⋅ Yiyuan Luo ⋅ Vaggos Chatziafratis ⋅ Ioannis Panageas ⋅ Parnian Shahkar ⋅ Stelios Stavroulakis
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3000
On Union-Closedness of Language Generation
Steve Hanneke ⋅ Amin Karbasi ⋅ Anay Mehrotra ⋅ Grigoris Velegkas
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3602
A Data-Driven Prism: Multi-View Source Separation with Diffusion Model Priors
Sebastian Wagner-Carena ⋅ Aizhan Akhmetzhanova ⋅ Sydney Erickson
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #401
SimWorld: An Open-ended Simulator for Agents in Physical and Social Worlds
Xiaokang Ye ⋅ Jiawei Ren ⋅ Yan Zhuang ⋅ Xuhong He ⋅ Yiming Liang ⋅ Yiqing Yang ⋅ Mrinaal Dogra ⋅ Xianrui Zhong ⋅ Eric Liu ⋅ Kevin Benavente ⋅ Rajiv Mandya Nagaraju ⋅ Dhruv Sharma ⋅ Ziqiao Ma ⋅ Tianmin Shu ⋅ Zhiting Hu ⋅ Lianhui Qin
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1705
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model
Adibvafa Fallahpour ⋅ Andrew Magnuson ⋅ Purav Gupta ⋅ Shihao Ma ⋅ Jack Naimer ⋅ Arnav Shah ⋅ Haonan Duan ⋅ Omar Ibrahim ⋅ Hani Goodarzi ⋅ Chris Maddison ⋅ Bo Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3512
Technical Debt in In-Context Learning: Diminishing Efficiency in Long Context
Taejong Joo ⋅ Diego Klabjan
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3819
Generative Graph Pattern Machine
Zehong Wang ⋅ Zheyuan Zhang ⋅ Tianyi Ma ⋅ Chuxu Zhang ⋅ Yanfang Ye
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2112
A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
Georgios Mentzelopoulos ⋅ Ioannis Asmanis ⋅ Konrad Kording ⋅ Eva L Dyer ⋅ Kostas Daniilidis ⋅ Flavia Vitale
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1106
From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers
Praneet Suresh ⋅ Jack Stanley ⋅ Sonia Joseph ⋅ Luca Scimeca ⋅ Danilo Bzdok
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2316
OSVI-WM: One-Shot Visual Imitation for Unseen Tasks using World-Model-Guided Trajectory Generation
Raktim Goswami ⋅ Prashanth Krishnamurthy ⋅ Yann LeCun ⋅ Farshad Khorrami
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1110
Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders
James Oldfield ⋅ Shawn Im ⋅ Sharon Li ⋅ Mihalis Nicolaou ⋅ Ioannis Patras ⋅ Grigorios Chrysos
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2308
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
Kanghui Ning ⋅ Zijie Pan ⋅ Yu Liu ⋅ Yushan Jiang ⋅ James Zhang ⋅ Kashif Rasul ⋅ Anderson Schneider ⋅ Lintao Ma ⋅ Yuriy Nevmyvaka ⋅ Dongjin Song
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1704
Equi-mRNA: Protein Translation Equivariant Encoding for mRNA Language Models
Mehdi Yazdani-Jahromi ⋅ Ali Khodabandeh Yalabadi ⋅ Ozlem Garibay
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5315
Principled Fine-tuning of LLMs from User-Edits: A Medley of Preference, Supervision, and Reward
Dipendra Misra ⋅ Aldo Pacchiano ⋅ Ta-Chung Chi ⋅ Ge Gao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #608
List-Level Distribution Coupling with Applications to Speculative Decoding and Lossy Compression
Joseph Rowan ⋅ Truong Buu Phan ⋅ Ashish Khisti
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3903
Understanding the Evolution of the Neural Tangent Kernel at the Edge of Stability
Kaiqi Jiang ⋅ Jeremy Cohen ⋅ Yuanzhi Li
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #902
Breaking the Frozen Subspace: Importance Sampling for Low-Rank Optimization in LLM Pretraining
Haochen Zhang ⋅ Junze Yin ⋅ Guanchu Wang ⋅ Zirui Liu ⋅ Lin Yang ⋅ Tianyi Zhang ⋅ Anshumali Shrivastava ⋅ Vladimir Braverman
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2810
Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres
Walid Durani ⋅ Collin Leiber ⋅ Khalid Durani ⋅ Claudia Plant ⋅ Christian Böhm
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4918
OVS Meets Continual Learning: Towards Sustainable Open-Vocabulary Segmentation
Dongjun Hwang ⋅ Yejin Kim ⋅ Minyoung Lee ⋅ Seong Joon Oh ⋅ Junsuk Choe
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3817
DuetGraph: Coarse-to-Fine Knowledge Graph Reasoning with Dual-Pathway Global-Local Fusion
Jin Li ⋅ Zezhong Ding ⋅ Xike Xie
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3601
GenIR: Generative Visual Feedback for Mental Image Retrieval
Diji Yang ⋅ Minghao Liu ⋅ Chung-Hsiang Lo ⋅ Yi Zhang ⋅ James Davis
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3107
Gaussian Approximation and Concentration of Constant Learning-Rate Stochastic Gradient Descent
Ziyang Wei ⋅ Jiaqi Li ⋅ Zhipeng Lou ⋅ Wei Biao Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1903
Objective Soups: Multilingual Multi-Task Modeling for Speech Processing
A F M Saif ⋅ Lisha Chen ⋅ Xiaodong Cui ⋅ Songtao Lu ⋅ Brian Kingsbury ⋅ Tianyi Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4405
H3D-DGS: Exploring Heterogeneous 3D Motion Representation for Deformable 3D Gaussian Splatting
Bing He ⋅ Yunuo Chen ⋅ Guo Lu ⋅ Qi Wang ⋅ Qunshan Gu ⋅ Rong Xie ⋅ Li Song ⋅ Wenjun Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1015
In-Context Learning Strategies Emerge Rationally
Daniel Wurgaft ⋅ Ekdeep S Lubana ⋅ Core Francisco Park ⋅ Hidenori Tanaka ⋅ Gautam Reddy ⋅ Noah Goodman
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5317
Momentum Multi-Marginal Schrödinger Bridge Matching
Panagiotis Theodoropoulos ⋅ Augustinos Saravanos ⋅ Evangelos Theodorou ⋅ Guan-Horng Liu
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3609
Fast Monte Carlo Tree Diffusion: 100× Speedup via Parallel and Sparse Planning
Jaesik Yoon ⋅ Hyeonseo Cho ⋅ Yoshua Bengio ⋅ Sungjin Ahn
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2607
Measure-Theoretic Anti-Causal Representation Learning
Arman Behnam ⋅ Binghui Wang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2703
Differentiable Decision Tree via "ReLU+Argmin" Reformulation
Qiangqiang Mao ⋅ Jiayang Ren ⋅ Yixiu Wang ⋅ Chenxuanyin Zou ⋅ Jingjing Zheng ⋅ Yankai Cao
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4312
Aligning Text to Image in Diffusion Models is Easier Than You Think
Jaa-Yeon Lee ⋅ ByungHee Cha ⋅ Jeongsol Kim ⋅ Jong Chul Ye
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5019
End-to-End Low-Light Enhancement for Object Detection with Learned Metadata from RAWs
Xuelin Shen ⋅ Haifeng Jiao ⋅ Yitong Wang ⋅ Yulin HE ⋅ Wenhan Yang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4705
MANGO: Multimodal Attention-based Normalizing Flow Approach to Fusion Learning
Thanh-Dat Truong ⋅ Christophe Bobda ⋅ Nitin Agarwal ⋅ Khoa Luu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #605
HoT-VI: Reparameterizable Variational Inference for Capturing Instance-Level High-Order Correlations
Junxi Xiao ⋅ Qinliang Su ⋅ Zexin Yuan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4103
ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents
Zhenyu Zhang ⋅ Tianyi Chen ⋅ Weiran Xu ⋅ Alex Pentland ⋅ Jiaxin Pei
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1711
DiffLiG: Diffusion-enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation Correction
Yuxiang Li ⋅ Yang Zhang ⋅ Li ⋅ Mengxuan Chen ⋅ Meng Jin ⋅ Fang Wang ⋅ Haohuan Fu ⋅ Juepeng Zheng
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2006
Self-Supervised Discovery of Neural Circuits in Spatially Patterned Neural Responses with Graph Neural Networks
Kijung Yoon
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5017
Dataset Distillation of 3D Point Clouds via Distribution Matching
Jae-Young Yim ⋅ Dongwook Kim ⋅ Jae-Young Sim
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1606
SensorLM: Learning the Language of Wearable Sensors
Yuwei Zhang ⋅ Kumar Ayush ⋅ Siyuan Qiao ⋅ A. Ali Heydari ⋅ Girish Narayanswamy ⋅ Max Xu ⋅ Ahmed Metwally ⋅ Jinhua Xu ⋅ Jake Garrison ⋅ Xuhai "Orson" Xu ⋅ Tim Althoff ⋅ Yun Liu ⋅ Pushmeet Kohli ⋅ Jiening Zhan ⋅ Mark Malhotra ⋅ Shwetak Patel ⋅ Cecilia Mascolo ⋅ Xin Liu ⋅ Daniel McDuff ⋅ Yuzhe Yang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5300
Risk-aware Direct Preference Optimization under Nested Risk Measure
Lijun Zhang ⋅ Lin Li ⋅ Yajie Qi ⋅ Huizhong Song ⋅ Yaodong Yang ⋅ Jun Wang ⋅ Wei Wei
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2209
Blindfolded Experts Generalize Better: Insights from Robotic Manipulation and Videogames
Ev Zisselman ⋅ Mirco Mutti ⋅ Shelly Francis-Meretzki ⋅ Elisei Shafer ⋅ Aviv Tamar
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1515
Bridging Human and LLM Judgments: Understanding and Narrowing the Gap
Felipe Maia Polo ⋅ Xinhe Wang ⋅ Mikhail Yurochkin ⋅ Gongjun Xu ⋅ Moulinath Banerjee ⋅ Yuekai Sun
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #107
Jury-and-Judge Chain-of-Thought for Uncovering Toxic Data in 3D Visual Grounding
Kaixiang Huang ⋅ Qifeng Zhang ⋅ Jin Wang ⋅ Jingru Yang ⋅ Yang Zhou ⋅ Huan Yu ⋅ Guodong Lu ⋅ Shengfeng He
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4409
Learning Efficient Fuse-and-Refine for Feed-Forward 3D Gaussian Splatting
Yiming Wang ⋅ Lucy Chai ⋅ Xuan Luo ⋅ Michael Niemeyer ⋅ Manuel Lagunas ⋅ Stephen Lombardi ⋅ Siyu Tang ⋅ Tiancheng Sun
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1005
Model Provenance Testing for Large Language Models
Ivica Nikolic ⋅ Teodora Baluta ⋅ Prateek Saxena
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5511
Breaking the Order Barrier: Off-Policy Evaluation for Confounded POMDPs
Qi Kuang ⋅ Jiayi Wang ⋅ Fan Zhou ⋅ Zhengling Qi
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3802
Self-Assembling Graph Perceptrons
Jialong Chen ⋅ Tong Wang ⋅ Bowen Deng ⋅ Luonan Chen ⋅ Zibin Zheng ⋅ Chuan Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3700
Learning normalized image densities via dual score matching
Florentin Guth ⋅ Zahra Kadkhodaie ⋅ Eero Simoncelli
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4513
Motion Matters: Compact Gaussian Streaming for Free-Viewpoint Video Reconstruction
Jiacong Chen ⋅ Qingyu Mao ⋅ Youneng Bao ⋅ Xiandong MENG ⋅ Fanyang Meng ⋅ Ronggang Wang ⋅ Yongsheng Liang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1806
D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
Lipei Zhang ⋅ Rui Sun ⋅ Zhongying Deng ⋅ Yanqi Cheng ⋅ Carola-Bibiane Schönlieb ⋅ Angelica Aviles-Rivero
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3002
Optimal Rates for Generalization of Gradient Descent for Deep ReLU Classification
Yuanfan Li ⋅ Yunwen Lei ⋅ Zheng-Chu Guo ⋅ Yiming Ying
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #316
Centralized Reward Agent for Knowledge Sharing and Transfer in Multi-Task Reinforcement Learning
Haozhe Ma ⋅ Zhengding Luo ⋅ Thanh Vinh Vo ⋅ Kuankuan Sima ⋅ Tze-Yun Leong
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2417
The third pillar of causal analysis? A measurement perspective on causal representations
Dingling Yao ⋅ Shimeng Huang ⋅ Riccardo Cadei ⋅ Kun Zhang ⋅ Francesco Locatello
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2804
Prediction-Powered Semi-Supervised Learning with Online Power Tuning
Noa Shoham ⋅ Ron Dorfman ⋅ Shalev Shaer ⋅ Kfir Y. Levy ⋅ Yaniv Romano
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3404
Memory Mosaics at scale
Jianyu Zhang ⋅ Leon Bottou
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2300
Text-to-Code Generation for Modular Building Layouts in Building Information Modeling
YINYI WEI ⋅ Xiao LI
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3415
Tensor-Parallelism with Partially Synchronized Activations
Itay Lamprecht ⋅ Asaf Karnieli ⋅ Yair Hanani ⋅ Niv Giladi ⋅ Daniel Soudry
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #513
Offline Goal-conditioned Reinforcement Learning with Quasimetric Representations
Vivek Myers ⋅ Bill Zheng ⋅ Benjamin Eysenbach ⋅ Sergey Levine
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3207
Adapting to Stochastic and Adversarial Losses in Episodic MDPs with Aggregate Bandit Feedback
Shinji Ito ⋅ Kevin Jamieson ⋅ Haipeng Luo ⋅ Arnab Maiti ⋅ Taira Tsuchiya
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #806
FedWMSAM: Fast and Flat Federated Learning via Weighted Momentum and Sharpness-Aware Minimization
Tianle Li ⋅ Yongzhi Huang ⋅ Linshan Jiang ⋅ Chang Liu ⋅ Qipeng Xie ⋅ Wenfeng Du ⋅ Lu Wang ⋅ Kaishun Wu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2912
Efficient Last-Iterate Convergence in Solving Extensive-Form Games
Linjian Meng ⋅ Tianpei Yang ⋅ Youzhi Zhang ⋅ Zhenxing Ge ⋅ Shangdong Yang ⋅ Tianyu Ding ⋅ Wenbin Li ⋅ Bo An ⋅ Yang Gao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #807
Towards Robust Parameter-Efficient Fine-Tuning for Federated Learning
Xiuwen Fang ⋅ Mang Ye
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4102
GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling
Tianhao Chen ⋅ Xin Xu ⋅ Zijing Liu ⋅ Pengxiang Li ⋅ Xinyuan Song ⋅ AJAY JAISWAL ⋅ Fan Zhang ⋅ Jishan Hu ⋅ Yang Wang ⋅ Hao CHEN ⋅ Shizhe Diao ⋅ Shiwei Liu ⋅ Yu Li ⋅ Lu Yin ⋅ Can Yang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2615
Disentangling Latent Shifts of In-Context Learning with Weak Supervision
Josip Jukić ⋅ Jan Šnajder
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2207
HCRMP: An LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving
Zhiwen Chen ⋅ Hanming Deng ⋅ Zhuoren Li ⋅ Huanxi Wen ⋅ Guizhe Jin ⋅ Ran Yu ⋅ Bo Leng
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #211
How Ensembles of Distilled Policies Improve Generalisation in Reinforcement Learning
Max Weltevrede ⋅ Moritz Zanger ⋅ Matthijs Spaan ⋅ Wendelin Boehmer
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1517
Among Us: A Sandbox for Measuring and Detecting Agentic Deception
Satvik Golechha ⋅ Adrià Garriga-Alonso
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4514
Event-based HDR Structured Light
Jiacheng Fu ⋅ Yue Li ⋅ Xin Dong ⋅ Wenming Weng ⋅ Yueyi Zhang ⋅ Zhiwei Xiong
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #105
Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge Distillation
Jinyang Li ⋅ Jack Williams ⋅ Nick McKenna ⋅ Arian Askari ⋅ Nicholas Wilson ⋅ Reynold Cheng
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2409
Pattern-Guided Adaptive Prior for Structure Learning
Lyuzhou Chen ⋅ Yijia Sun ⋅ Yanze Gao ⋅ Xiangyu Wang ⋅ Derui Lyu ⋅ Taiyu Ban ⋅ Xin Wang ⋅ Xiren Zhou ⋅ Huanhuan Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4019
LBMKGC: Large Model-Driven Balanced Multimodal Knowledge Graph Completion
Yuan Guo ⋅ Qian Ma ⋅ Hui Li ⋅ Qiao Ning ⋅ Furui Zhan ⋅ Yu Gu ⋅ Ge Yu ⋅ Shikai Guo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5404
Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions
Siqi Kou ⋅ Qingyuan Tian ⋅ Hanwen Xu ⋅ Zihao Zeng ⋅ Zhijie Deng
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4611
Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering
JIANFENG CAI ⋅ Jiale Hong ⋅ Zongmeng Zhang ⋅ Wengang Zhou ⋅ zhannianji ⋅ Houqiang Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3417
TANDEM: Bi-Level Data Mixture Optimization with Twin Networks
Jiaxing Wang ⋅ Deping Xiang ⋅ Jin Xu ⋅ Mingyang Yi ⋅ Guoqiang Gong ⋅ Zicheng Zhang ⋅ Haoran Li ⋅ Pengzhang Liu ⋅ Zhen Chen ⋅ Ke Zhang ⋅ Ju Fan ⋅ Qixia Jiang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #408
OrbitZoo: Real Orbital Systems Challenges for Reinforcement Learning
Alexandre Oliveira ⋅ Katarina Dyreby ⋅ Francisco Caldas ⋅ Claudia Soares
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #300
Imagined Autocurricula
Ahmet Hamdi Güzel ⋅ Matthew Jackson ⋅ Jarek Liesen ⋅ Tim Rocktäschel ⋅ Jakob Foerster ⋅ Ilija Bogunovic ⋅ Jack Parker-Holder
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3501
Cascaded Language Models for Cost-Effective Human–AI Decision-Making
Claudio Fanconi ⋅ Mihaela van der Schaar
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2404
SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation
Yanwei Ren ⋅ Haotian Zhang ⋅ Fuxiang Wu ⋅ Jiayan Qiu ⋅ Jiaxing Huang ⋅ Baosheng Yu ⋅ Liu Liu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1204
Non-Adaptive Adversarial Face Generation
Sunpill Kim ⋅ Seunghun Paik ⋅ Chanwoo Hwang ⋅ Minsu Kim ⋅ Jae Hong Seo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4910
Register and [CLS] tokens induce a decoupling of local and global features in large ViTs
Alexander Lappe ⋅ Martin Giese
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #204
Simultaneous Statistical Inference for Off-Policy Evaluation in Reinforcement Learning
Tianpai Luo ⋅ Xinyuan Fan ⋅ Weichi Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2310
PhysDiff: A Physically-Guided Diffusion Model for Multivariate Time Series Anomaly Detection
Long Li ⋅ Wencheng Zhang ⋅ Shi Yuan ⋅ Hongle Guo ⋅ Wanghu Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4010
Discovering Data Structures: Nearest Neighbor Search and Beyond
Omar Salemohamed ⋅ Laurent Charlin ⋅ Shivam Garg ⋅ Vatsal Sharan ⋅ Gregory Valiant
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1101
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models
Yue Xu ⋅ Chengyan Fu ⋅ Li Xiong ⋅ Sibei Yang ⋅ Wenjie Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1911
Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation
Sanjana Ramprasad ⋅ Byron Wallace
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5500
LoRA vs Full Fine-tuning: An Illusion of Equivalence
Reece Shuttleworth ⋅ Jacob Andreas ⋅ Antonio Torralba ⋅ Pratyusha Sharma
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #912
Inverse Optimization Latent Variable Models for Learning Costs Applied to Route Problems
Alan Anis Lahoud ⋅ Erik Schaffernicht ⋅ Johannes Andreas Stork
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2203
Inductive Domain Transfer In Misspecified Simulation-Based Inference
Ortal Senouf ⋅ Antoine Wehenkel ⋅ Cédric Vincent-Cuaz ⋅ Emmanuel Abbe ⋅ Pascal Frossard
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #711
Factor Decorrelation Enhanced Data Removal from Deep Predictive Models
Wenhao Yang ⋅ Lin Li ⋅ Xiaohui Tao ⋅ Kaize Shi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3703
A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings
Xiaoang Xu ⋅ Shuo Wang ⋅ Xu Han ⋅ Zhenghao Liu ⋅ Huijia Wu ⋅ Peipei Li ⋅ Zhiyuan Liu ⋅ Maosong Sun ⋅ Zhaofeng He
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5014
Diffusion Feature Field for Text-based 3D Editing with Gaussian Splatting
Eunseo Koh ⋅ Sangeek Hyun ⋅ MinKyu Lee ⋅ Jiwoo Chung ⋅ Kangmin Seo ⋅ Jae-Pil Heo
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4805
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition
Yu Li ⋅ Jin Jiang ⋅ Jianhua Zhu ⋅ Shuai Peng ⋅ Baole ⋅ Yuxuan Zhou ⋅ Liangcai Gao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1511
ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio–Language Models
Weifei Jin ⋅ Yuxin Cao ⋅ Junjie Su ⋅ Minhui Xue ⋅ Jie Hao ⋅ Ke Xu ⋅ Jin Song Dong ⋅ Derui Wang
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2807
Universal Sequence Preconditioning
Annie Marsden ⋅ Elad Hazan
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1810
Are Language Models Efficient Reasoners? A Perspective from Logic Programming
Andreas Opedal ⋅ Yanick Zengaffinen ⋅ Haruki Shirakami ⋅ Clemente Pasti ⋅ Mrinmaya Sachan ⋅ Abulhair Saparov ⋅ Ryan Cotterell ⋅ Bernhard Schölkopf
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2405
Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations
Yuhao Yang ⋅ ZhI JI ⋅ Zhaopeng Li ⋅ Yi Li ⋅ Zhonglin Mo ⋅ Yue Ding ⋅ Kai Chen ⋅ Zijian Zhang ⋅ Jie Li ⋅ shuanglong li ⋅ LIU LIN
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1906
QiMeng-CodeV-R1: Reasoning-Enhanced Verilog Generation
Yaoyu Zhu ⋅ Di Huang ⋅ Hanqi Lyu ⋅ Xiaoyun Zhang ⋅ Chongxiao Li ⋅ Wenxuan Shi ⋅ Yutong Wu ⋅ Jianan Mu ⋅ Jinghua Wang ⋅ Yang zhao ⋅ Pengwei Jin ⋅ Shuyao Cheng ⋅ shengwen Liang ⋅ xishan zhang ⋅ Rui Zhang ⋅ Zidong Du ⋅ Qi Guo ⋅ Xing Hu ⋅ Yunji Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1307
Time-uniform and Asymptotic Confidence Sequence of Quantile under Local Differential Privacy
Leheng Cai ⋅ Qirui Hu ⋅ Juntao Sun ⋅ Shuyuan Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4711
GRIT: Teaching MLLMs to Think with Images
Yue Fan ⋅ Xuehai He ⋅ Diji Yang ⋅ Kaizhi Zheng ⋅ Ching-Chen Kuo ⋅ Yuting Zheng ⋅ Xinze Guan ⋅ Xin Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2013
Separating the 'what' and 'how' of compositional computation to enable reuse and continual learning
Haozhe Shan ⋅ Sun Minni ⋅ Lea Duncker
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5503
Sim-LLM: Optimizing LLM Inference at the Edge through Inter-Task KV Reuse
Ruikun Luo ⋅ Changwei Gu ⋅ Qiang He ⋅ Feifei Chen ⋅ Song Wu ⋅ Hai Jin ⋅ Yun Yang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2406
Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings
Houssam Zenati ⋅ Bariscan Bozkurt ⋅ Arthur Gretton
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2413
Density Ratio-Free Doubly Robust Proxy Causal Learning
Bariscan Bozkurt ⋅ Houssam Zenati ⋅ Dimitri Meunier ⋅ Liyuan Xu ⋅ Arthur Gretton
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1617
Tensor Decomposition Networks for Fast Machine Learning Interatomic Potential Computations
Yuchao Lin ⋅ Cong Fu ⋅ Zachary Krueger ⋅ Haiyang Yu ⋅ Maho Nakata ⋅ Jianwen Xie ⋅ Emine Kucukbenli ⋅ Xiaofeng Qian ⋅ Shuiwang Ji
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #914
R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
Zefan Cai ⋅ Wen Xiao ⋅ Hanshi Sun ⋅ cheng Luo ⋅ Yikai Zhang ⋅ Ke Wan ⋅ Yucheng Li ⋅ Yeyang Zhou ⋅ Li-Wen Chang ⋅ Jiuxiang Gu ⋅ Zhen Dong ⋅ Animashree Anandkumar ⋅ Abedelkadir Asi ⋅ Junjie Hu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3003
Contextual Dynamic Pricing with Heterogeneous Buyers
Thodoris Lykouris ⋅ Sloan Nietert ⋅ Princewill Okoroafor ⋅ Chara Podimata ⋅ Julian Zimmert
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1308
Ascent Fails to Forget
Ioannis Mavrothalassitis ⋅ Pol Puigdemont ⋅ Noam Levi ⋅ Volkan Cevher
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5015
Grids Often Outperform Implicit Neural Representation at Compressing Dense Signals
Namhoon Kim ⋅ Sara Fridovich-Keil
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2009
Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models
Anuja Negi ⋅ SUBBAREDDY OOTA ⋅ Anwar Nunez-Elizalde ⋅ Manish Gupta ⋅ Fatma Deniz
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1807
Generating Multi-Table Time Series EHR from Latent Space with Minimal Preprocessing
Eunbyeol Cho ⋅ Jiyoun Kim ⋅ Minjae Lee ⋅ Sungjin Park ⋅ Edward Choi
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2608
Harnessing the Universal Geometry of Embeddings
Rishi Jha ⋅ Collin Zhang ⋅ Vitaly Shmatikov ⋅ John Morris
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1114
Refusal Direction is Universal Across Safety-Aligned Languages
Xinpeng Wang ⋅ Mingyang Wang ⋅ Yihong Liu ⋅ Hinrich Schuetze ⋅ Barbara Plank
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #910
Semi-infinite Nonconvex Constrained Min-Max Optimization
Cody Melcher ⋅ Zeinab Alizadeh ⋅ Lindsey Hiett ⋅ Afrooz Jalilzadeh ⋅ Erfan Yazdandoost Hamedani
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3007
Low Precision Streaming PCA
Sanjoy Dasgupta ⋅ Syamantak Kumar ⋅ Shourya Pandey ⋅ Purnamrita Sarkar
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4004
A Minimalist Example of Edge-of-Stability and Progressive Sharpening
Liming Liu ⋅ Zixuan Zhang ⋅ Simon Du ⋅ Tuo Zhao
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #500
Credal Prediction based on Relative Likelihood
Timo Löhr ⋅ Paul Hofman ⋅ Felix Mohr ⋅ Eyke Hüllermeier
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4015
Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability
Divya Jyoti Bajpai ⋅ Manjesh Kumar Hanawal
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2715
PhySwin: An Efficient and Physically-Informed Foundation Model for Multispectral Earth Observation
Chong Tang ⋅ Joseph Powell ⋅ Dirk Koch ⋅ Robert Mullins ⋅ Alex Weddell ⋅ Jagmohan Chauhan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2108
From Synapses to Dynamics: Obtaining Function from Structure in a Connectome Constrained Model of the Head Direction Circuit
Sunny Duan ⋅ Ling L. Dong ⋅ Ila Fiete
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3908
Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via $\textit{In-the-wild}$ Cascading Flow Optimization
Yixiao Chen ⋅ Shikun Sun ⋅ Jianshu Li ⋅ Ruoyu Li ⋅ Zhe Li ⋅ Junliang Xing
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2312
RDD: Retrieval-Based Demonstration Decomposer for Planner Alignment in Long-Horizon Tasks
Mingxuan Yan ⋅ Yuping Wang ⋅ Zechun Liu ⋅ Jiachen Li
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3706
Non-Markovian Discrete Diffusion with Causal Language Models
Yangtian Zhang ⋅ Sizhuang He ⋅ Daniel Levine ⋅ Lawrence Zhao ⋅ David Zhang ⋅ Syed Rizvi ⋅ Shiyang Zhang ⋅ Emanuele Zappala ⋅ Rex Ying ⋅ David van Dijk
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3014
Curl Descent : Non-Gradient Learning Dynamics with Sign-Diverse Plasticity
Hugo Ninou ⋅ Jonathan Kadmon ⋅ N Alex Cayco Gajic
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5513
Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
Yanbo Wang ⋅ Zixiang Xu ⋅ Yue Huang ⋅ Gao Chujie ⋅ Siyuan Wu ⋅ Jiayi Ye ⋅ Pin-Yu Chen ⋅ Xiuying Chen ⋅ Xiangliang Zhang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #604
A Hierarchy of Graphical Models for Counterfactual Inferences
Hongshuo Yang ⋅ Elias Bareinboim
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2107
Know Thyself by Knowing Others: Learning Neuron Identity from Population Context
Vinam Arora ⋅ Divyansha Lachi ⋅ Ian Knight ⋅ Mehdi Azabou ⋅ Blake Richards ⋅ Cole Hurwitz ⋅ Joshua H Siegle ⋅ Eva L Dyer
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4609
Aha! - Predicting What Matters Next: Online Highlight Detection Without Looking Ahead
Aiden Chang ⋅ Celso de Melo ⋅ Stephanie Lukin
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3409
Activation-Informed Merging of Large Language Models
Amin Heyrani Nobari ⋅ Kaveh Alimohammadi ⋅ Ali ArjomandBigdeli ⋅ Akash Srivastava ⋅ Faez Ahmed ⋅ Navid Azizan
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2111
DeepHalo: A Neural Choice Model with Controllable Context Effects
Shuhan Zhang ⋅ Zhi Wang ⋅ Rui Gao ⋅ Shuang Li
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3701
Sparse Image Synthesis via Joint Latent and RoI Flow
Ziteng Gao ⋅ Jay Zhangjie Wu ⋅ Mike Zheng Shou
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1613
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport
Taoran Zheng ⋅ Yan Yang ⋅ Xing Li ⋅ Xiang Gu ⋅ Jian Sun ⋅ Zongben Xu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3303
pLSTM: parallelizable Linear Source Transition Mark networks
Korbinian Pöppel ⋅ Richard Freinschlag ⋅ Thomas Schmied ⋅ Wei Lin ⋅ Sepp Hochreiter
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2015
A data and task-constrained mechanistic model of the mouse outer retina shows robustness to contrast variations
Kyra Kadhim ⋅ Jonas Beck ⋅ Ziwei Huang ⋅ Jakob H Macke ⋅ Fred Rieke ⋅ Thomas Euler ⋅ Michael Deistler ⋅ Philipp Berens
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4810
EvolvedGRPO: Unlocking Reasoning in LVLMs via Progressive Instruction Evolution
Zhebei Shen ⋅ Qifan Yu ⋅ Juncheng Li ⋅ Wei Ji ⋅ Qizhi Chen ⋅ Siliang Tang ⋅ Yueting Zhuang
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #302
Counteractive RL: Rethinking Core Principles for Efficient and Scalable Deep Reinforcement Learning
Ezgi Korkmaz
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5509
Data Mixing Can Induce Phase Transitions in Knowledge Acquisition
Xinran Gu ⋅ Kaifeng Lyu ⋅ Jiazheng Li ⋅ Jingzhao Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3500
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
Xiner Li ⋅ Yulai Zhao ⋅ Chenyu Wang ⋅ Gabriele Scalia ⋅ Gokcen Eraslan ⋅ Surag Nair ⋅ Tommaso Biancalani ⋅ Shuiwang Ji ⋅ Aviv Regev ⋅ Sergey Levine ⋅ Masatoshi Uehara
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5512
Adaptive and Multi-scale Affinity Alignment for Hierarchical Contrastive Learning
Jiawei Huang ⋅ Minming Li ⋅ Hu Ding
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5107
SRSR: Enhancing Semantic Accuracy in Real-World Image Super-Resolution with Spatially Re-Focused Text-Conditioning
Chen Chen ⋅ Majid Abdolshah ⋅ Violetta Shevchenko ⋅ Hongdong Li ⋅ Chang Xu ⋅ Pulak Purkait
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3305
On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective
Behrad Moniri ⋅ Hamed Hassani
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1314
How Well Can Differential Privacy Be Audited in One Run?
Amit Keinan ⋅ Moshe Shenfeld ⋅ Katrina Ligett
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5419
Kinetics: Rethinking Test-Time Scaling Law
Ranajoy Sadhukhan ⋅ Zhuoming Chen ⋅ Haizhong Zheng ⋅ Beidi Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4806
Kinaema: a recurrent sequence model for memory and pose in motion
Mert Bulent Sariyildiz ⋅ Philippe Weinzaepfel ⋅ Guillaume Bono ⋅ Gianluca Monaci ⋅ Christian Wolf
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4903
C$^2$Prompt: Class-aware Client Knowledge Interaction for Federated Continual Learning
Kunlun Xu ⋅ Yibo Feng ⋅ Jiangmeng Li ⋅ Yongsheng Qi ⋅ Jiahuan Zhou
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3101
Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
Maria-Florina Balcan ⋅ Anh Nguyen ⋅ Dravyansh Sharma
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3709
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs
Zhangyin Feng ⋅ Qianglong Chen ⋅ Ning Lu ⋅ Yongqian Li ⋅ Siqi Cheng ⋅ Shuangmu Peng ⋅ Duyu Tang ⋅ Shengcai Liu ⋅ Zhirui Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3416
Hybrid Autoencoders for Tabular Data: Leveraging Model-Based Augmentation in Low-Label Settings
Erel Naor ⋅ Ofir Lindenbaum
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2113
Concept-Guided Interpretability via Neural Chunking
Shuchen Wu ⋅ Stephan Alaniz ⋅ Shyamgopal Karthik ⋅ Peter Dayan ⋅ Eric Schulz ⋅ Zeynep Akata
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4302
ThermalGen: Style-Disentangled Flow-Based Generative Models for RGB-to-Thermal Image Translation
Jiuhong Xiao ⋅ Roshan Nayak ⋅ Ning Zhang ⋅ Daniel Tortei ⋅ Giuseppe Loianno
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #202
Forecasting in Offline Reinforcement Learning for Non-stationary Environments
Suzan Ece Ada ⋅ Georg Martius ⋅ Emre Ugur ⋅ Erhan Oztop
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3702
On the Relation between Rectified Flows and Optimal Transport
Johannes Hertrich ⋅ Antonin Chambolle ⋅ Julie Delon
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2610
When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective
Beatrix Nielsen ⋅ Emanuele Marconato ⋅ Andrea Dittadi ⋅ Luigi Gresele
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2114
Task-Optimized Convolutional Recurrent Networks Align with Tactile Processing in the Rodent Brain
Trinity Chung ⋅ Yuchen Shen ⋅ Nathan Kong ⋅ Aran Nayebi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4002
Learning quadratic neural networks in high dimensions: SGD dynamics and scaling laws
Gerard Ben Arous ⋅ Murat Erdogdu ⋅ Nuri Mert Vural ⋅ Denny Wu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4013
SharpZO: Hybrid Sharpness-Aware Vision Language Model Prompt Tuning via Forward-Only Passes
Yifan Yang ⋅ Zhen Zhang ⋅ Rupak Vignesh Swaminathan ⋅ Jing Liu ⋅ Nathan Susanj ⋅ Zheng Zhang
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1513
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
Xiaojun Jia ⋅ Sensen Gao ⋅ Simeng Qin ⋅ Tianyu Pang ⋅ Chao Du ⋅ Yihao Huang ⋅ Xinfeng Li ⋅ Yiming Li ⋅ Bo Li ⋅ Yang Liu
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2806
Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data
Duong Nguyen ⋅ Nghia Hoang ⋅ Thanh Trung Huynh ⋅ Quoc Viet Hung Nguyen ⋅ Phi Le Nguyen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5405
How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?
Tuan Tran Anh ⋅ Duy M. H. Nguyen ⋅ Hoai-Chau Tran ⋅ Michael Barz ⋅ Khoa D Doan ⋅ Roger Wattenhofer ⋅ Vien Ngo ⋅ Mathias Niepert ⋅ Daniel Sonntag ⋅ Paul Swoboda
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2501
Global Minimizers of Sigmoid Contrastive Loss
Kiril Bangachev ⋅ Guy Bresler ⋅ Iliyas Noman ⋅ Yury Polyanskiy
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2803
Inference-Time Personalized Alignment with a Few User Preference Queries
Victor-Alexandru Pădurean ⋅ Parameswaran Kamalaruban ⋅ Nachiket Kotalwar ⋅ Alkis Gotovos ⋅ Adish Singla
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4518
Gaussian Herding across Pens: An Optimal Transport Perspective on Global Gaussian Reduction for 3DGS
Tao Wang ⋅ Mengyu Li ⋅ Geduo Zeng ⋅ Cheng Meng ⋅ Qiong Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #906
Accelerating Model-Free Optimization via Averaging of Cost Samples
Guido Carnevale ⋅ Giuseppe Notarstefano
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4407
NFL-BA: Near-Field Light Bundle Adjustment for SLAM in Dynamic Lighting
Andrea Dunn Beltran ⋅ Daniel Rho ⋅ Marc Niethammer ⋅ Roni Sengupta
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #200
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
Jiayi Kuang ⋅ Haojing Huang ⋅ Yinghui Li ⋅ Xinnian Liang ⋅ Zhikun Xu ⋅ Yangning Li ⋅ Xiaoyu Tan ⋅ Chao Qu ⋅ Meishan Zhang ⋅ Ying Shen ⋅ Philip S Yu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1112
SpEx: A Spectral Approach to Explainable Clustering
Tal Argov ⋅ Tal Wagner
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #603
Vicinal Label Supervision for Reliable Aleatoric and Epistemic Uncertainty Estimation
Linye Li ⋅ Yufei Chen ⋅ Xiaodong Yue
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3805
What Expressivity Theory Misses: Message Passing Complexity for GNNs
Niklas Kemper ⋅ Tom Wollschläger ⋅ Stephan Günnemann
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3714
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
Zichen Wen ⋅ Shaobo Wang ⋅ Yufa Zhou ⋅ Junyuan Zhang ⋅ Qintong Zhang ⋅ Yifeng Gao ⋅ Zhaorun Chen ⋅ Bin Wang ⋅ Weijia Li ⋅ Conghui He ⋅ Linfeng Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1805
Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
Haoran Sun ⋅ Yankai Jiang ⋅ Wenjie Lou ⋅ Yujie Zhang ⋅ Wenjie Li ⋅ Lilong Wang ⋅ Mianxin Liu ⋅ Lei Liu ⋅ Xiaosong Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2907
Stochastically Dominant Peer Prediction
Yichi Zhang ⋅ Shengwei Xu ⋅ Grant Schoenebeck ⋅ David Pennock
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #115
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
Nandan Thakur · Jimmy Lin · Samuel Havens · Michael Carbin · Omar Khattab · Andrew Drozdov
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2402
ToF-IP: Time-of-Flight Enhanced Sparse Inertial Poser for Real-time Human Motion Capture
Yuan Yao ⋅ Shifan Jiang ⋅ Yangqing Hou ⋅ Chengxu Zuo ⋅ Xinrui Chen ⋅ Shihui Guo ⋅ Yipeng Qin
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3104
Probably Approximately Precision and Recall Learning
Lee Cohen ⋅ Yishay Mansour ⋅ Shay Moran ⋅ Han Shao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1107
Regression Trees Know Calculus
Nathan Wycoff
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2517
A Unified Framework for the Transportability of Population-Level Causal Measures
Ahmed Boughdiri ⋅ Clément Berenfeld ⋅ Julie Josse ⋅ Erwan Scornet
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4000
Scaling can lead to compositional generalization
Florian Redhardt ⋅ Yassir Akram ⋅ Simon Schug
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #509
Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations
Xin Liu ⋅ Haoran Li ⋅ Dongbin Zhao
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3513
Polar Sparsity: High Throughput Batched LLM Inferencing with Scalable Contextual Sparsity
Susav Shrestha ⋅ Bradley Settlemyer ⋅ Nikoli Dryden ⋅ Narasimha Reddy
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3619
Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models
JIPENG LI ⋅ Yanning Shen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2416
Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables
Zheng Li ⋅ Xichen Guo ⋅ Feng Xie ⋅ Yan Zeng ⋅ Hao Zhang ⋅ Zhi Geng
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2710
DreamPRM: Domain-reweighted Process Reward Model for Multimodal Reasoning
Qi Cao ⋅ Ruiyi Wang ⋅ Ruiyi Zhang ⋅ Sai Ashish Somayajula ⋅ Pengtao Xie
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5018
DeblurDiff: Real-Word Image Deblurring with Generative Diffusion Models
Lingshun Kong ⋅ Jiawei Zhang ⋅ Dongqing Zou ⋅ Fu Lee Wang ⋅ Jimmy S. REN ⋅ Xiaohe Wu ⋅ Jiangxin Dong ⋅ Jinshan Pan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3307
On the Bias of Next-Token Predictors Toward Systematically Inefficient Reasoning: A Shortest-Path Case Study
Riccardo Alberghi ⋅ Elizaveta Demyanenko ⋅ Luca Biggio ⋅ Luca Saglietti
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2801
ShortListing Model: A Streamlined Simplex Diffusion for Discrete Variable Generation
Yuxuan Song ⋅ Zhe Zhang ⋅ Yu Pei ⋅ Jingjing Gong ⋅ Qiying Yu ⋅ Zheng Zhang ⋅ Mingxuan Wang ⋅ Hao Zhou ⋅ Jingjing Liu ⋅ Wei-Ying Ma
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3401
AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners
Reiss Koh ⋅ Wonbeen Oh ⋅ Jaein Jang ⋅ MinHyung Lee ⋅ Hyeongjin Kim ⋅ Ah Kim ⋅ Joonkee Kim ⋅ Junghyun Lee ⋅ Taehyeon Kim ⋅ Se-Young Yun
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #716
Opinion Maximization in Social Networks by Modifying Internal Opinions
Gengyu Wang ⋅ Runze Zhang ⋅ Zhongzhi Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3704
Greed is Good: A Unifying Perspective on Guided Generation
Zander Blasingame ⋅ Chen Liu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1304
Rethinking the Role of Verbatim Memorization in LLM Privacy
Tom Sander ⋅ Bargav Jayaraman ⋅ Mark Ibrahim ⋅ Kamalika Chaudhuri ⋅ Chuan Guo
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3816
Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
Ali Hariri ⋅ Alvaro Arroyo ⋅ Alessio Gravina ⋅ Moshe Eliasof ⋅ Carola-Bibiane Schönlieb ⋅ Davide Bacciu ⋅ Xiaowen Dong ⋅ Kamyar Azizzadenesheli ⋅ Pierre Vandergheynst
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #800
Non-monotone Submodular Optimization: $p$-Matchoid Constraints and Fully Dynamic Setting
Kiarash Banihashem ⋅ Samira Goudarzi ⋅ MohammadTaghi Hajiaghayi ⋅ Peyman Jabbarzade ⋅ Morteza Monemizadeh
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4708
TC-Light: Temporally Coherent Generative Rendering for Realistic World Transfer
Yang Liu ⋅ Chuanchen Luo ⋅ Zimo Tang ⋅ Yingyan Li ⋅ yuran Yang ⋅ Yuanyong Ning ⋅ Lue Fan ⋅ Junran Peng ⋅ ZHAO-XIANG ZHANG
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2700
An Efficient Orlicz-Sobolev Approach for Transporting Unbalanced Measures on a Graph
Tam Le ⋅ Truyen Nguyen ⋅ Hideitsu Hino ⋅ Kenji Fukumizu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2012
MEIcoder: Decoding Visual Stimuli from Neural Activity by Leveraging Most Exciting Inputs
Jan Sobotka ⋅ Luca Baroni ⋅ Ján Antolík
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #911
Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks
Debargha Ganguly ⋅ Vikash Singh ⋅ Sreehari Sankar ⋅ Biyao Zhang ⋅ Xuecen Zhang ⋅ Srinivasan Iyengar ⋅ Xiaotian Han ⋅ Amit Sharma ⋅ Shivkumar Kalyanaraman ⋅ Vipin Chaudhary
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2910
The Complexity of Correlated Equilibria in Generalized Games
Martino Bernasconi ⋅ Matteo Castiglioni ⋅ Andrea Celli ⋅ Gabriele Farina
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4710
VideoLucy: Deep Memory Backtracking for Long Video Understanding
Jialong Zuo ⋅ Yongtai Deng ⋅ Lingdong Kong ⋅ Jingkang Yang ⋅ Rui Jin ⋅ Yiwei Zhang ⋅ Nong Sang ⋅ Liang Pan ⋅ Ziwei Liu ⋅ Changxin Gao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #311
Generating Creative Chess Puzzles
Xidong Feng ⋅ Vivek Veeriah ⋅ Marcus Chiam ⋅ Michael Dennis ⋅ Federico Barbero ⋅ Johan Obando Ceron ⋅ Jiaxin Shi ⋅ Satinder Singh ⋅ Shaobo Hou ⋅ Nenad Tomasev ⋅ Tom Zahavy
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3015
Replicable Online Learning
Saba Ahmadi ⋅ Siddharth Bhandari ⋅ Avrim Blum
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #503
Certifying Deep Network Risks and Individual Predictions with PAC-Bayes Loss via Localized Priors
Wen Dong
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1714
TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
Feng Jiang ⋅ Mangal Prakash ⋅ Hehuan Ma ⋅ Jianyuan Deng ⋅ Yuzhi Guo ⋅ Maolaaisha Aminanmu ⋅ Tommaso Mansi ⋅ Rui Liao ⋅ Junzhou Huang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2313
Dynamic Test-Time Compute Scaling in Control Policy: Difficulty-Aware Stochastic Interpolant Policy
Inkook Chun ⋅ Seungjae Lee ⋅ Michael Albergo ⋅ Saining Xie ⋅ Eric Vanden-Eijnden
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3013
Valid Selection among Conformal Sets
Mahmoud Hegazy ⋅ Liviu Aolaritei ⋅ Michael Jordan ⋅ Aymeric Dieuleveut
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #615
Scaling Laws for Gradient Descent and Sign Descent for Linear Bigram Models under Zipf’s Law
Frederik Kunstner ⋅ Francis Bach
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1013
Boosting the Uniqueness of Neural Networks Fingerprints with Informative Triggers
Zhuomeng Zhang ⋅ Fangqi Li ⋅ Hanyi Wang ⋅ Shi-Lin Wang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2601
Registration is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection
Yuyang Yu ⋅ Zhengwei Chen ⋅ Xuemiao Xu ⋅ Lei Zhang ⋅ Haoxin Yang ⋅ Yongwei Nie ⋅ Shengfeng He
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4712
Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
Yongdong Luo ⋅ Xiawu Zheng ⋅ Guilin Li ⋅ Shukang Yin ⋅ Haojia Lin ⋅ Chaoyou Fu ⋅ Jinfa Huang ⋅ Jiayi Ji ⋅ Fei Chao ⋅ Jiebo Luo ⋅ Rongrong Ji
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5305
Continuous-time Riemannian SGD and SVRG Flows on Wasserstein Probabilistic Space
Mingyang Yi ⋅ Bohan Wang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4101
Reasoning Models Better Express Their Confidence
Dongkeun Yoon ⋅ Seungone Kim ⋅ Sohee Yang ⋅ Sunkyoung Kim ⋅ Soyeon Kim ⋅ Yongil Kim ⋅ Eunbi Choi ⋅ Yireun Kim ⋅ Minjoon Seo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1206
Distortion of AI Alignment: Does Preference Optimization Optimize for Preferences?
Paul Gölz ⋅ Nika Haghtalab ⋅ Kunhe Yang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4017
SpikingVTG: A Spiking Detection Transformer for Video Temporal Grounding
Malyaban Bal ⋅ Brian Matejek ⋅ Susmit Jha ⋅ Adam Cobb
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1312
Flick: Empowering Federated Learning with Commonsense Knowledge
Ran Zhu ⋅ Mingkun Yang ⋅ Shiqiang Wang ⋅ Jie Yang ⋅ Qing Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3414
RAT: Bridging RNN Efficiency and Attention Accuracy via Chunk-based Sequence Modeling
Xiuying Wei ⋅ Anunay Yadav ⋅ Razvan Pascanu ⋅ Caglar Gulcehre
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3103
Robustly Learning Monotone Single-Index Models
Puqian Wang ⋅ Nikos Zarifis ⋅ Ilias Diakonikolas ⋅ Jelena Diakonikolas
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3201
Replicable Distribution Testing
Ilias Diakonikolas ⋅ Jingyi Gao ⋅ Daniel Kane ⋅ Sihan Liu ⋅ Christopher Ye
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2007
Exponential Dynamic Energy Network for High Capacity Sequence Memory
Arjun Karuvally ⋅ Pichsinee Lertsaroj ⋅ Terrence Sejnowski ⋅ Hava Siegelmann
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1311
Sketched Gaussian Mechanism for Private Federated Learning
Qiaobo Li ⋅ Zhijie Chen ⋅ Arindam Banerjee
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5510
Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
Soumya Suvra Ghosal ⋅ Souradip Chakraborty ⋅ Avinash Reddy ⋅ Yifu Lu ⋅ Mengdi Wang ⋅ Dinesh Manocha ⋅ Furong Huang ⋅ Mohammad Ghavamzadeh ⋅ Amrit Singh Bedi
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3100
Multi-head Transformers Provably Learn Symbolic Multi-step Reasoning via Gradient Descent
Tong Yang ⋅ Yu Huang ⋅ Yingbin Liang ⋅ Yuejie Chi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2600
Revising and Falsifying Sparse Autoencoder Feature Explanations
George Ma ⋅ Samuel Pfrommer ⋅ Somayeh Sojoudi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2916
Test-Time Spectrum-Aware Latent Steering for Zero-Shot Generalization in Vision-Language Models
Konstantinos Dafnis ⋅ Dimitris Metaxas
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3105
Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-Index Models
Ilias Diakonikolas ⋅ Giannis Iakovidis ⋅ Daniel Kane ⋅ Lisheng Ren
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #314
Deep RL Needs Deep Behavior Analysis: Exploring Implicit Planning by Model-Free Agents in Open-Ended Environments
Riley Simmons-Edler ⋅ Ryan Badman ⋅ Felix Berg ⋅ Raymond Chua ⋅ John Vastola ⋅ Joshua Lunger ⋅ William Qian ⋅ Kanaka Rajan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2612
3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes
Sean Lamont ⋅ Christian Walder ⋅ Amir Dezfouli ⋅ Paul Montague ⋅ Michael Norrish
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3402
Knowledge Distillation of Uncertainty using Deep Latent Factor Model
Sehyun Park ⋅ Jongjin Lee ⋅ Yunseop Shin ⋅ Ilsang Ohn ⋅ Yongdai Kim
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1516
Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers
Yixiao Huang ⋅ Hanlin Zhu ⋅ Tianyu Guo ⋅ Jiantao Jiao ⋅ Somayeh Sojoudi ⋅ Michael Jordan ⋅ Stuart J Russell ⋅ Song Mei
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3603
How to build a consistency model: Learning flow maps via self-distillation
Nicholas Boffi ⋅ Michael Albergo ⋅ Eric Vanden-Eijnden
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3710
Spark Transformer: Reactivating Sparsity in Transformer FFN and Attention
Chong You ⋅ Kan Wu ⋅ Zhipeng Jia ⋅ Lin Chen ⋅ Srinadh Bhojanapalli ⋅ Jiaxian Guo ⋅ Utku Evci ⋅ Jan Wassenberg ⋅ Praneeth Netrapalli ⋅ Jeremiah Willcock ⋅ Suvinay Subramanian ⋅ Felix Chern ⋅ Alek Andreev ⋅ Shreya Pathak ⋅ Felix Yu ⋅ Prateek Jain ⋅ David Culler ⋅ Henry Levy ⋅ Sanjiv Kumar
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2805
A Single-Swap Local Search Algorithm for k-Means of Lines
Ting Liang ⋅ Xiaoliang Wu ⋅ Junyu Huang ⋅ Jianxin Wang ⋅ Qilong Feng
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1414
TRAP: Targeted Redirecting of Agentic Preferences
Hangoo Kang ⋅ Jehyeok Yeon ⋅ Gagandeep Singh
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2109
Predictive Coding Enhances Meta-RL To Achieve Interpretable Bayes-Optimal Belief Representation Under Partial Observability
Po-Chen Kuo ⋅ Han Hou ⋅ Will Dabney ⋅ Edgar Walker
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #315
Retrospective In-Context Learning for Temporal Credit Assignment with Large Language Models
Wen-Tse Chen ⋅ Jiayu Chen ⋅ Fahim Tajwar ⋅ Hao Zhu ⋅ Xintong Duan ⋅ Ruslan Salakhutdinov ⋅ Jeff Schneider
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2410
Reward-oriented Causal Representation Learning
Zirui Yan ⋅ Emre Acartürk ⋅ Ali Tajer
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1813
Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning
Tianxing Wu ⋅ Shutong Zhu ⋅ Jingting Wang ⋅ Ning Xu ⋅ Guilin Qi ⋅ Haofen Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3318
Balancing Performance and Costs in Best Arm Identification
Michael Harding ⋅ Kirthevasan Kandasamy
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2611
Evolutionary Reasoning Does Not Arise in Standard Usage of Protein Language Models
Yasha Ektefaie ⋅ Andrew Shen ⋅ Lavik Jain ⋅ Maha Farhat ⋅ Marinka Zitnik
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #403
Adaptively Coordinating with Novel Partners via Learned Latent Strategies
Benjamin Li ⋅ Shuyang Shi ⋅ Lucia Romero ⋅ Huao Li ⋅ Yaqi Xie ⋅ Woojun Kim ⋅ Stefanos Nikolaidis ⋅ Charles Lewis ⋅ Katia Sycara ⋅ Simon Stepputtis
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5505
MARS: A Malignity-Aware Backdoor Defense in Federated Learning
Wei Wan ⋅ Ning Yuxuan ⋅ Zhicong Huang ⋅ Cheng Hong ⋅ Shengshan Hu ⋅ Ziqi Zhou ⋅ Yechao Zhang ⋅ Tianqing Zhu ⋅ Wanlei Zhou ⋅ Leo Yu Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2407
Differentiable Constraint-Based Causal Discovery
Jincheng Zhou ⋅ Mengbo Wang ⋅ Anqi He ⋅ Yumeng Zhou ⋅ Hessam Olya ⋅ Murat Kocaoglu ⋅ Bruno Ribeiro
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5418
Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models
William Overman ⋅ Mohsen Bayati
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2314
Grasp2Grasp: Vision-Based Dexterous Grasp Translation via Schrödinger Bridges
Tao Zhong ⋅ Jonah Buchanan ⋅ Christine Allen-Blanchette
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3917
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification
Chaewoon Bae ⋅ Doyun Choi ⋅ Jaehyun Lee ⋅ Jaemin Yoo
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3502
Diffusion Tree Sampling: Scalable inference‑time alignment of diffusion models
Vineet Jain ⋅ Kusha Sareen ⋅ Mohammad Pedramfar ⋅ Siamak Ravanbakhsh
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3005
Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks
Xuan Tang ⋅ Han Zhang ⋅ Yuan Cao ⋅ Difan Zou
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5416
ReDit: Reward Dithering for Improved LLM Policy Optimization
Chenxing Wei ⋅ Jiarui Yu ⋅ Ying He ⋅ Hande Dong ⋅ Yao SHU ⋅ Fei Yu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4009
ExPO: Unlocking Hard Reasoning with Self-Explanation-Guided Reinforcement Learning
Ruiyang Zhou ⋅ Shuozhe Li ⋅ Amy Zhang ⋅ Liu Leqi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #611
Test-Time Scaling of Diffusion Models via Noise Trajectory Search
Vignav Ramesh ⋅ Morteza Mardani
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5518
Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
Isha Puri ⋅ Shivchander Sudalairaj ⋅ Guangxuan Xu ⋅ Abhishek Bhandwaldar ⋅ Kai Xu ⋅ Akash Srivastava
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #508
The World Is Bigger! A Computationally-Embedded Perspective on the Big World Hypothesis
Alex Lewandowski ⋅ Aditya Ramesh ⋅ Edan Meyer ⋅ Dale Schuurmans ⋅ Marlos C. Machado
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1003
FlashMoE: Fast Distributed MoE in a Single Kernel
Osayamen Aimuyo ⋅ Byungsoo Oh ⋅ Rachee Singh
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5409
SD-KDE: Score-Debiased Kernel Density Estimation
Elliot Epstein ⋅ Rajat Vadiraj Dwaraknath ⋅ Thanawat Sornwanee ⋅ John Winnicki ⋅ Jerry Liu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2301
Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
Da Ma ⋅ Gonghu Shang ⋅ Zhi Chen ⋅ Libo Qin ⋅ Yijie LUO ⋅ Hongshen Xu ⋅ Lei Pan ⋅ Shuai Fan ⋅ Kai Yu ⋅ Lu Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5314
State Size Independent Statistical Error Bound for Discrete Diffusion Models
Shintaro Wakasugi ⋅ Taiji Suzuki
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2513
When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery
Dominik Meier ⋅ Sujai Hiremath ⋅ PROMIT GHOSAL ⋅ Kyra Gan
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1509
Blameless Users in a Clean Room: Defining Copyright Protection for Generative Models
Aloni Cohen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2414
Data-Adaptive Exposure Thresholds under Network Interference
Vydhourie Thiyageswaran ⋅ Tyler H. McCormick ⋅ Jennifer Brennan
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3317
Zero-Shot Context Generalization in Reinforcement Learning from Few Training Contexts
James Chapman ⋅ Kedar Karhadkar ⋅ Guido Montufar
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3516
SeerAttention: Self-distilled Attention Gating for Efficient Long-context Prefilling
Yizhao Gao ⋅ Zhichen Zeng ⋅ DaYou Du ⋅ Shijie Cao ⋅ Peiyuan Zhou ⋅ Jiaxing Qi ⋅ Junjie Lai ⋅ Hayden So ⋅ Ting Cao ⋅ Fan Yang ⋅ Mao Yang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1604
Adaptive Variance Inflation in Thompson Sampling: Efficiency, Safety, Robustness, and Beyond
Feng Zhu ⋅ David Simchi-Levi
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1103
Discretization-free Multicalibration through Loss Minimization over Tree Ensembles
Hongyi Henry Jin ⋅ Zijun Ding ⋅ Dung Daniel Ngo ⋅ Steven Wu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4614
SceneForge: Enhancing 3D-text alignment with Structured Scene Compositions
Cristian Sbrolli ⋅ Matteo Matteucci
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4105
Table as a Modality for Large Language Models
Liyao Li ⋅ Chao Ye ⋅ Wentao Ye ⋅ Yifei Sun ⋅ Zhe Jiang ⋅ Haobo Wang ⋅ Jiaming Tian ⋅ Yiming Zhang ⋅ NINGTAO WANG ⋅ Xing Fu ⋅ Gang Chen ⋅ Junbo Zhao
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1610
AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise
Dhruv Agarwal ⋅ Bodhisattwa Prasad Majumder ⋅ Reece Adamson ⋅ Megha Chakravorty ⋅ Satvika Reddy Gavireddy ⋅ Aditya Parashar ⋅ Harshit Surana ⋅ Bhavana Dalvi Mishra ⋅ Andrew McCallum ⋅ Ashish Sabharwal ⋅ Peter Clark
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1913
A Semantic Parsing Framework for End-to-End Time Normalization
Xin Su ⋅ Sungduk Yu ⋅ Phillip Howard ⋅ Steven Bethard
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #610
Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo
Jakob Robnik ⋅ Reuben Cohn-Gordon ⋅ Uros Seljak
[ Slides [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4201
Accelerating Diffusion LLMs via Adaptive Parallel Decoding
Daniel Israel ⋅ Guy Van den Broeck ⋅ Aditya Grover
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3909
Towards Irreversible Attack: Fooling Scene Text Recognition via Multi-Population Coevolution Search
Jingyu Li ⋅ Pengwen Dai ⋅ Mingqing Zhu ⋅ Chengwei Wang ⋅ Haolong Liu ⋅ Xiaochun Cao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #507
LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search
Pengyi Li ⋅ Hongyao Tang ⋅ Jinbin Qiao ⋅ YAN ZHENG ⋅ Jianye Hao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2913
Stable Matching with Ties: Approximation Ratios and Learning
Shiyun Lin ⋅ Simon Mauras ⋅ Nadav Merlis ⋅ Vianney Perchet
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #416
Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
Zhen Zhang ⋅ Xuehai He ⋅ Weixiang Yan ⋅ Ao Shen ⋅ Chenyang Zhao ⋅ Xin Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3514
Overcoming Long Context Limitations of State Space Models via Context Dependent Sparse Attention
Zhihao Zhan ⋅ Jianan Zhao ⋅ Zhaocheng Zhu ⋅ Jian Tang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5408
OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
Zhongjian Wang ⋅ Peng Zhang ⋅ Jinwei Qi ⋅ wang yuan ⋅ Sheng Xu ⋅ Bang Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3408
A Difference-of-Convex Functions Approach to Energy-Based Iterative Reasoning
Daniel Tschernutter ⋅ David Diego Castro ⋅ Maciej Kasiński
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #504
Statistical Analysis of the Sinkhorn Iterations for Two-Sample Schr\"{o}dinger Bridge Estimation
Ibuki Maeda ⋅ Yao ⋅ Atsushi Nitanda
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2208
Diversifying Parallel Ergodic Search: A Signature Kernel Evolution Strategy
Sreevardhan Sirigiri ⋅ Christian Hughes ⋅ Ian Abraham ⋅ Fabio Ramos
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #502
Wasserstein Convergence of Critically Damped Langevin Diffusions
Stanislas Strasman ⋅ Sobihan Surendran ⋅ Claire Boyer ⋅ Sylvain Le Corff ⋅ Vincent Lemaire ⋅ Antonio Ocello
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5308
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics
Dongyoung Kim ⋅ Sumin Park ⋅ Huiwon Jang ⋅ Jinwoo Shin ⋅ Jaehyung Kim ⋅ Younggyo Seo
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3314
A Differential and Pointwise Control Approach to Reinforcement Learning
Minh Nguyen ⋅ Chandrajit Bajaj
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4003
From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning
Junsoo Oh ⋅ Jerry Song ⋅ Chulhee Yun
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4908
DeltaFlow: An Efficient Multi-frame Scene Flow Estimation Method
Qingwen Zhang ⋅ Xiaomeng Zhu ⋅ Yushan Zhang ⋅ Yixi Cai ⋅ Olov Andersson ⋅ Patric Jensfelt
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1908
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
Ran Xu ⋅ Yuchen Zhuang ⋅ Zihan Dong ⋅ Ruiyu Wang ⋅ Yue Yu ⋅ Joyce Ho ⋅ Linjun Zhang ⋅ Haoyu Wang ⋅ Wenqi Shi ⋅ Carl Yang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2800
Bandit Guided Submodular Curriculum for Adaptive Subset Selection
Prateek Chanda ⋅ Prayas Agrawal ⋅ Saral Sureka ⋅ Lokesh Reddy Polu ⋅ Atharv Kshirsagar ⋅ Ganesh Ramakrishnan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1008
Large language models can learn and generalize steganographic chain-of-thought under process supervision
ROBERT MC CARTHY ⋅ Joey SKAF ⋅ Luis Ibanez-Lissen ⋅ Vasil Georgiev ⋅ Connor Watts ⋅ Hannes Whittingham ⋅ Lorena Gonzalez-Manzano ⋅ Cameron Tice ⋅ Edward Young ⋅ Puria Radmard ⋅ David Lindner
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2306
Towards Accurate Time Series Forecasting via Implicit Decoding
Xinyu Li ⋅ Yuchen Luo ⋅ Hao Wang ⋅ Haoxuan Li ⋅ Liuhua Peng ⋅ Feng Liu ⋅ Yandong Guo ⋅ Kun Zhang ⋅ Mingming Gong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1102
FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning
Li Zhang ⋅ Zhongxuan Han ⋅ XiaoHua Feng ⋅ Jiaming Zhang ⋅ Yuyuan Li ⋅ Chaochao Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2415
Causal Mixture Models: Characterization and Discovery
Sarah Mameche ⋅ Janis Kalofolias ⋅ Jilles Vreeken
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2510
Feature-aware Modulation for Learning from Temporal Tabular Data
Haorun Cai ⋅ Han-Jia Ye
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5309
Iterative Missing Data Imputation with Model Form Adaptation and Non-Missing Feature Supervision
Hao Wang ⋅ zhengnan li ⋅ Zhichao Chen ⋅ Xu Chen ⋅ Shuting He ⋅ Guangyi Liu ⋅ Haoxuan Li ⋅ Zhouchen Lin
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3407
Brain network science modelling of sparse neural networks enables Transformers and LLMs to perform as fully connected
Yingtao Zhang ⋅ Diego Cerretti ⋅ Jialin Zhao ⋅ Wenjing Wu ⋅ Ziheng Liao ⋅ Umberto Michieli ⋅ Carlo Vittorio Cannistraci
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1910
Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning
Yihong Tang ⋅ Kehai Chen ⋅ Muyun Yang ⋅ Zheng-Yu Niu ⋅ Jing Li ⋅ Tiejun Zhao ⋅ Min zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4700
Cross-modal Associations in Vision and Language Models: Revisiting the Bouba-Kiki Effect
Tom Kouwenhoven ⋅ Kiana Shahrasbi ⋅ Tessa Verhoef
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3715
KLASS: KL-Guided Fast Inference in Masked Diffusion Models
Seo Hyun Kim ⋅ Sunwoo Hong ⋅ Hojung Jung ⋅ Youngrok Park ⋅ Se-Young Yun
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #506
Novel Exploration via Orthogonality
Andreas Theophilou ⋅ Özgür Şimşek
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2014
REVE: A Foundation Model for EEG - Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects
Yassine El Ouahidi ⋅ Jonathan Lys ⋅ Philipp Thölke ⋅ Nicolas Farrugia ⋅ Bastien Pasdeloup ⋅ Vincent Gripon ⋅ Karim Jerbi ⋅ Giulia Lioi
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3016
Computational Efficiency under Covariate Shift in Kernel Ridge Regression
Andrea Della Vecchia ⋅ Arnaud Mavakala Watusadisi ⋅ Ernesto De Vito ⋅ Lorenzo Rosasco
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4808
Language‑Bias‑Resilient Visual Question Answering via Adaptive Multi‑Margin Collaborative Debiasing
Huanjia Zhu ⋅ Shuyuan Zheng ⋅ Yishu Liu ⋅ Sudong Cai ⋅ Bingzhi Chen
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4610
MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification
Yingying Feng ⋅ Jie Li ⋅ Jie Hu ⋅ Yukang Zhang ⋅ Lei Tan ⋅ Jiayi Ji
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1616
JAMUN: Bridging Smoothed Molecular Dynamics and Score-Based Learning for Conformational Ensemble Generation
Ameya Daigavane ⋅ Bodhi Vani ⋅ Darcy Davidson ⋅ Saeed Saremi ⋅ Joshua Rackers ⋅ Joseph Kleinhenz
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1709
JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation Model
Qihao Duan ⋅ Bingding Huang ⋅ Zhenqiao Song ⋅ Irina Lehmann ⋅ Lei Gu ⋅ Roland Eils ⋅ Benjamin Wild
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3403
SPMDM: Enhancing Masked Diffusion Models through Simplifying Sampling Path
Yichen Zhu ⋅ Weiyu Chen ⋅ James Kwok ⋅ Zhou Zhao
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1506
HARDMath2: A Benchmark for Applied Mathematics Built by Students as Part of a Graduate Class
James Roggeveen · Erik Wang · David Ettel · Will Flintoft · Peter Donets · Raglan Ward · Ahmed Roman · Anton Graf · Siddharth Dandavate · Ava Williamson · Felix Yeung · Kacper Migacz · Yijun Wang · Egemen Bostan · Duy Thuc Nguyen · Zhe He · Marc Descoteaux · Anne Mykland · Shida Liu · Jorge Garcia Ponce · Luke Zhu · Yuyang Chen · Ekaterina Ivshina · Miguel Fernandez · Minjae Kim · Kennan Gumbs · Matthew Tan · Russell Yang · Mai Hoang · David Brown · Isabella Silveira · Lavon Sykes · Arjun Nageswaran · William Fredenberg · Yiming Chen · Lucas Martin · Yixing Tang · Kelly Smith · Hongyu Liao · Logan Wilson · Alexander D. Cai · Lucy Nathwani · Nickholas Gutierrez · Andrea Elizabeth Biju · Michael Brenner
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3800
FACT: Mitigating Inconsistent Hallucinations in LLMs via Fact-Driven Alternating Code-Text Training
Xinxin You ⋅ Qixin Sun ⋅ Chenwei Yan ⋅ Xiao Zhang ⋅ Chen Ning ⋅ Xiangling Fu ⋅ Si Liu ⋅ Guoping Hu ⋅ Shijin Wang ⋅ Ji Wu ⋅ Xien Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2509
VisDiff: SDF-Guided Polygon Generation for Visibility Reconstruction, Characterization and Recognition
Rahul Moorthy Mahesh ⋅ Jun-Jee Chao ⋅ Volkan Isler
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #306
Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
Xiaoyuan Liu ⋅ Tian Liang ⋅ Zhiwei He ⋅ Jiahao Xu ⋅ Wenxuan Wang ⋅ Pinjia He ⋅ Zhaopeng Tu ⋅ Haitao Mi ⋅ Dong Yu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3200
Approximation and Generalization Abilities of Score-based Neural Network Generative Models for Sub-Gaussian Distributions
Guoji Fu ⋅ Wee Sun Lee
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #409
Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective
Yang Zhang ⋅ Xinran Li ⋅ Jianing Ye ⋅ Shuang Qiu ⋅ Delin Qu ⋅ Xiu Li ⋅ Chongjie Zhang ⋅ Chenjia Bai
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5016
When No Paths Lead to Rome: Benchmarking Systematic Neural Relational Reasoning
Anirban Das · Muhammad Irtaza Khalid · Rafael Peñaloza · Steven Schockaert
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #113
CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing
Guozhen Zhu · Yuqian Hu · Weihang Gao · Wei-Hsiang Wang · Beibei Wang · K. Liu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2005
Decomposing stimulus-specific sensory neural information via diffusion models
Steeve Laquitaine ⋅ Simone Azeglio ⋅ Carlo Paris ⋅ Ulisse Ferrari ⋅ Matthew Chalk
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3205
Online Statistical Inference in Decision Making with Matrix Context
Qiyu Han · Will Wei Sun · Yichen Zhang
[ Slides [ Poster
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3905
Sinusoidal Initialization, Time for a New Start
Alberto Fernandez-Hernandez ⋅ Jose Mestre ⋅ Manuel F. Dolz ⋅ José Duato ⋅ Enrique Quintana-Orti
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5103
TalkCuts: A Large-Scale Dataset for Multi-Shot Human Speech Video Generation
Jiaben Chen · Zixin Wang · AILING ZENG · Yang Fu · Xueyang Yu · Siyuan Cen · Julian Tanke · Yihang Chen · Koichi Saito · Yuki Mitsufuji · Chuang Gan
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4600
Seeking and Updating with Live Visual Knowledge
Mingyang Fu · Yuyang Peng · Dongping Chen · Zetong Zhou · Benlin Liu · Yao Wan · Zhou Zhao · Philip S Yu · Ranjay Krishna
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1614
Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
Li Hao · He CAO · Bin Feng · Daniel Shao · Robert Tang · Zhiyuan Yan · Yonghong Tian · Li Yuan · Yu Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1006
Risk Management for Mitigating Benchmark Failure Modes: BenchRisk
Sean McGregor · Vassil Tashev · Armstrong Foundjem · Aishwarya Ramasethu · Sadegh AlMahdi Kazemi Zarkouei · Chris Knotz · Kongtao Chen · Alicia Parrish · Anka Reuel-Lamparth · Heather Frase
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #915
Stochastic-Constrained Stochastic Optimization with Markovian Data
Yeongjong Kim · Dabeen Lee
[ Slides [ Poster [ JMLR
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #412
Generalizing Verifiable Instruction Following
Valentina Pyatkin · Saumya Malik · Victoria Graf · Hamish Ivison · Shengyi Huang · Pradeep Dasigi · Nathan Lambert · Hanna Hajishirzi
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2104
PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations
Ana Rivera Him · Anvita Bhagavathula · Alvaro Carbonero · Priya Donti
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #606
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
Iskander Azangulov · Andrei Smolensky · Alexander Terenin · Viacheslav (Slava) Borovitskiy
[ JMLR
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #100
Decompile-Bench: Million-Scale Binary-Source Function Pairs for Real-World Binary Decompilation
hanzhuo tan · Xiaolong Tian · Hanrui Qi · Jiaming Liu · Siyi Wang · GAO Zuchen · Qi Luo · Jing Li · Yuqun Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #112
CLIMB: Class-imbalanced Learning Benchmark on Tabular Data
Zhining Liu · Zihao Li · Ze Yang · Tianxin Wei · Jian Kang · Yada Zhu · Hendrik Hamann · Jingrui He · Hanghang Tong
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2502
FoGE: Fock Space inspired encoding for graph prompting
Takis Chytas ⋅ Rudrasis Chakraborty ⋅ Vikas Singh
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2304
Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms
Zhihai Wang · Zijie Geng · Zhaojie Tu · Jie Wang · Yuxi Qian · Zhexuan Xu · Ziyan Liu · Siyuan Xu · Zhentao Tang · Shixiong Kai · Mingxuan Yuan · Jianye Hao · Bin Li · Feng Wu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2305
MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
Hui Chen · Miao Xiong · Yujie Lu · Wei Han · Ailin Deng · Yufei He · Jiaying Wu · Yibo Li · Yue Liu · Bryan Hooi
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #701
Improved Approximation Algorithms for Chromatic and Pseudometric-Weighted Correlation Clustering
Chenglin Fan ⋅ Dahoon Lee ⋅ Euiwoong Lee
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1504
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly
Liang Ma · Jiajun Wen · Min Lin · Rongtao Xu · Xiwen Liang · Bingqian Lin · Jun Ma · Yongxin Wang · Ziming Wei · haokun lin · Mingfei Han · Meng Cao · Bokui Chen · Ivan Laptev · Xiaodan Liang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2002
LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale
Miran Özdogan · Gilad Landau · Gereon Elvers · Dulhan Jayalath · Pratik Somaiya · Francesco Mantegna · Mark Woolrich · Oiwi Parker Jones
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5004
BEDLAM2.0: Synthetic humans and cameras in motion
Joachim Tesch · Giorgio Becherini · Prerana Achar · Anastasios Yiannakidis · Muhammed Kocabas · Priyanka Patel · Michael Black
[ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1505
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch
Zimu Lu · Yunqiao Yang · Houxing Ren · Haotian Hou · Han Xiao · Ke Wang · Weikang Shi · Aojun Zhou · Mingjie Zhan · Hongsheng Li
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2000
REFED: A Subject Real-time Dynamic Labeled EEG-fNIRS Synchronized Recorded Emotion Dataset
Xiaojun Ning · Jing Wang · Zhiyang Feng · Tianzuo Xin · Shuo Zhang · Shaoqi Zhang · Zheng Lian · Yi Ding · Youfang Lin · Ziyu Jia
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5104
InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback
Boyuan Chen · Donghai Hong · Jiaming Ji · Jiacheng Zheng · Bowen Dong · Jiayi Zhou · Kaile Wang · Juntao Dai · Xuyao Wang · wenqi chen · Qirui Zheng · Wenxin Li · Sirui Han · Yike Guo · Yaodong Yang
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4510
MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
Jingkun Yue · Siqi Zhang · Zinan Jia · Huihuan Xu · Zongbo Han · Xiaohong Liu · Guangyu Wang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4507
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
Zhaowei Wang · Wenhao Yu · Xiyu REN · Jipeng Zhang · Yu Zhao · Rohit Saxena · Liang Cheng · Ginny Wong · Simon See · Pasquale Minervini · Yangqiu Song · Mark Steedman
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1507
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
Tianbao Xie · Jiaqi Deng · Xiaochuan Li · Junlin Yang · Haoyuan Wu · Jixuan Chen · Wenjing Hu · Xinyuan Wang · Yuhui Xu · Zekun Wang · Yiheng Xu · Junli Wang · Doyen Sahoo · Tao Yu · Caiming Xiong
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2105
TIDMAD: Time Series Dataset for Discovering Dark Matter with AI Denoising
Jessica Fry · Xinyi Fu · Zhenghao Fu · Kaliroë Pappas · Lindley Winslow · Aobo Li
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1701
Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations
Suhas BN · Andrew Sherrill · Rosa I. Arriaga · Christopher Wiese · Saeed Abdullah
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1104
SAGE-Eval: Evaluating LLMs for Systematic Generalizations of Safety Facts
Yueh-Han Chen · Guy Davidson · Brenden Lake
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5201
MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?
Kai Yan · Zhan Ling · Kang Liu · Yifan Yang · Ting-Han Fan · Lingfeng Shen · Zhengyin Du · Jiecao Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #101
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis
Chaofan Li · Jianlyu Chen · Yingxia Shao · Defu Lian · Zheng Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #803
Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems
Michal Derezinski · Daniel LeJeune · Deanna Needell · Elizaveta Rebrova
[ Poster [ JMLR
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2903
Geometric Learning with Positively Decomposable Kernels
Nathael Da Costa · Cyrus Mostajeran · Juan-Pablo Ortega · Salem Said
[ Poster [ JMLR
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1313
Fostering the Ecosystem of AI for Social Impact Requires Expanding and Strengthening Evaluation Standards
Bryan Wilder · Angela Zhou
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4401
SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting
Mengjiao Ma · Qi Ma · Yue Li · Jiahuan Cheng · Runyi Yang · Bin Ren · Nikola Popovic · Mingqiang Wei · Nicu Sebe · Ender Konukoglu · Luc V Gool · Theo Gevers · Martin R. Oswald · Danda Pani Paudel
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5105
PanTS: The Pancreatic Tumor Segmentation Dataset
Wenxuan Li · Xinze Zhou · Qi Chen · Tianyu Lin · Pedro R. A. S. Bassi · Xiaoxi Chen · Chen Ye · Zheren Zhu · Kai Ding · Heng Li · Kang Wang · Yang Yang · Yucheng Tang · Daguang Xu · Alan Yuille · Zongwei Zhou
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #804
PARALLELPROMPT: Extracting Parallelism from Large Language Model Queries
Steven Kolawole · Keshav Santhanam · Virginia Smith · Pratiksha Thaker
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5102
LooGLE v2: Are LLMs Ready for Real World Long Dependency Challenges?
Ziyuan He · Yuxuan Wang · Jiaqi Li · Kexin Liang · Muhan Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1508
TAPAS: Datasets for Learning the Learning with Errors Problem
Eshika Saxena · Alberto Alfarano · Francois Charton · Emily Wenger · Kristin E. Lauter
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5101
DQVis Dataset: Natural Language to Biomedical Visualization
Devin Lange · Pengwei Sui · Shanghua Gao · Marinka Zitnik · Nils Gehlenborg
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #102
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
Nikhil Kandpal · Brian Lester · Colin Raffel · Sebastian Majstorovic · Stella Biderman · Baber Abbasi · Luca Soldaini · Enrico Shippole · A. Feder Cooper · Aviya Skowron · Shayne Longpre · Lintang Sutawika · Alon Albalak · Zhenlin Xu · Guilherme Penedo · Loubna Ben allal · Elie Bakouch · John Pressman · Honglu Fan · Dashiell Stander · Guangyu Song · Aaron Gokaslan · John Kirchenbauer · Tom Goldstein · Brian Bartoldson · Bhavya Kailkhura · Tyler Murray
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4508
FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
Chongjun Tu · Lin Zhang · pengtao chen · Peng Ye · Xianfang Zeng · Wei Cheng · Gang Yu · Tao Chen
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5100
The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
Sicong Leng · Yun Xing · Zesen Cheng · Yang Zhou · Hang Zhang · Xin Li · Deli Zhao · Shijian Lu · Chunyan Miao · Lidong Bing
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5200
Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation
Qijiong Liu · Jieming Zhu · Lu Fan · Kun Wang · Hengchang Hu · Wei Guo · Yong Liu · Xiao-Ming Wu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4505
Knot So Simple: A Minimalistic Environment for Spatial Reasoning
Zizhao Chen · Yoav Artzi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1402
AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions
Polina Kirichenko · Mark Ibrahim · Kamalika Chaudhuri · Samuel J. Bell
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #114
nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning
Tianqi Luo · Chuhan Huang · Leixian Shen · Boyan Li · Shuyu Shen · Wei Zeng · Nan Tang · Yuyu Luo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #400
URB - Urban Routing Benchmark for RL-equipped Connected Autonomous Vehicles
Ahmet Onur Akman · Anastasia Psarou · Michał Hoffmann · Łukasz Gorczyca · Lukasz Kowalski · Paweł Gora · Grzegorz Jamróz · Rafal Kucharski
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1403
Fantastic Bugs and Where to Find Them in AI Benchmarks
Sang Truong · Yuheng Tu · Michael Hardy · Anka Reuel-Lamparth · Zeyu Tang · Jirayu Burapacheep · Jonathan Perera · Chibuike Uwakwe · Benjamin Domingue · Nick Haber · Sanmi Koyejo
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2001
Long-term Intracortical Neural activity and Kinematics (LINK): An intracortical neural dataset for chronic brain-machine interfaces, neuroscience, and machine learning
Hisham Temmar · Yixuan Wang · Nina Gill · Nicholas Mellon · Chang Liu · Luis Cubillos · Rio Parsons · Joseph Costello · Matteo Ceradini · Madison Kelberman · Matthew Mender · Aren Hite · Dylan Wallace · Samuel Nason-Tomaszewski · Parag Patil · Matt Willsey · Anne Draelos · Cynthia Chestek
[ Slides [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1703
3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
Xiaotang Gai · Jiaxiang Liu · Yichen Li · Zijie Meng · Jian Wu · Zuozhu Liu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4914
CaMiT: A Time-Aware Car Model Dataset for Classification and Generation
Frédéric Lin · Biruk Abere Ambaw · Adrian Popescu · Hejer AMMAR · Romaric Audigier · Hervé Le Borgne
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5002
Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks
Mirali Purohit · Bimal Gajera · Vatsal Malaviya · Irish Mehta · Kunal Kasodekar · Jacob Adler · Steven Lu · Umaa Rebbapragada · Hannah Kerner
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4913
OpenLex3D: A Tiered Benchmark for Open-Vocabulary 3D Scene Representations
Christina Kassab · Sacha Morin · Martin Büchner · Matias Mattamala · Kumaraditya Gupta · Abhinav Valada · Liam Paull · Maurice Fallon
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5003
BurstDeflicker: A Benchmark Dataset for Flicker Removal in Dynamic Scenes
Lishen Qu · Zhihao Liu · Shihao Zhou · LUO YAQI · Jie Liang · Hui Zeng · Lei Zhang · Jufeng Yang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1710
MTBBench: A Multimodal Sequential Clinical Decision-Making Benchmark in Oncology
Kiril Vasilev · Alexandre Misrahi · Eeshaan Jain · Phil F Cheng · Petros Liakopoulos · Olivier Michielin · Michael Moor · Charlotte Bunne
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4502
VADB: A Large-Scale Video Aesthetic Database with Professional and Multi-Dimensional Annotations
Qianqian Qiao · DanDan Zheng · Yihang Bo · Bao Peng · Heng Huang · Longteng Jiang · HuayeWang · Jingdong Chen · Jun Zhou · Xin Jin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4912
Diffusion Classifiers Understand Compositionality, but Conditions Apply
Yujin Jeong · Arnas Uselis · Seong Joon Oh · Anna Rohrbach
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4203
Alchemist: Turning Public Text-to-Image Data into Generative Gold
Valerii Startsev · Alexander Ustyuzhanin · Alexey Kirillov · Dmitry Baranchuk · Sergey Kastryulin
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2302
BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
Andy Zhang · Joey Ji · Celeste Menders · Riya Dulepet · Thomas Qin · Ron Wang · Junrong Wu · Kyleen Liao · Jiliang Li · Jinghan Hu · Sara Hong · Nardos Demilew · Shivatmica Murgai · Jason Tran · Nishka Kacheria · Ethan Ho · Denis Liu · Lauren McLane · Olivia Bruvik · Dai-Rong Han · Seungwoo Kim · Akhil Vyas · Cuiyuanxiu Chen · Ryan Li · Weiran Xu · Jonathan Ye · Prerit Choudhary · Siddharth M. Bhatia · Vikram Sivashankar · Yuxuan Bao · Dawn Song · Dan Boneh · Daniel Ho · Percy Liang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2311
NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection
Dennis Wagner · Fabian Hartung · Justus Arweiler · Aparna Muraleedharan · Indra Jungjohann · Arjun Nair · Steffen Reithermann · Ralf Schulz · Michael Bortz · Daniel Neider · Heike Leitte · Joachim Pfeffinger · Stephan Mandt · Sophie Fellenz · Torsten Katz · Fabian Jirasek · Jakob Burger · Hans Hasse · Marius Kloft
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2714
MergeBench: A Benchmark for Merging Domain-Specialized LLMs
Yifei He · Siqi Zeng · Yuzheng Hu · Rui Yang · Tong Zhang · Han Zhao
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #702
SVRPBench: A Realistic Benchmark for Stochastic Vehicle Routing Problem
Ahmed Heakl · Yahia Salaheldin Shaaban · Salem Lahlou · Martin Takac · Zangir Iklassov
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4916
Merlin L48 Spectrogram Dataset
Aaron Sun · Subhransu Maji · Grant Van Horn
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4509
Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence
Yining Hong · Rui Sun · Bingxuan Li · Xingcheng Yao · Maxine Wu · Alexander Chien · Da Yin · Ying Nian Wu · Zhecan Wang · Kai-Wei Chang
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4504
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
Ege Özsoy · Arda Mamur · Felix Tristram · Chantal Pellegrini · Magdalena Wysocki · Benjamin Busam · Nassir Navab
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1702
DermaCon-IN: A Multiconcept-Annotated Dermatological Image Dataset of Indian Skin Disorders for Clinical AI Research
Shanawaj Sahebpatel Madarkar · Mahajabeen Madarkar · Madhumitha Venkatesh · TELI PRAKASH · Konda Reddy Mopuri · Vinaykumar MV · Kota Sathwika · Adarsh Kasturi · Gandla Raj · Padharthi Supranitha · Harsh Udai
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1503
Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
Qingmei Li · Yang Zhang · Zurong Mai · Yuhang Chen · Loushuohong · Henglian Huang · Jiarui Zhang · Zhiwei Zhang · Yibin Wen · Weijia Li · Haohuan Fu · Huang Jianxi · Juepeng Zheng
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #905
Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression
Kyo Kuroki ⋅ Yasuyuki Okoshi ⋅ Thiem Van Chu ⋅ Kazushi Kawamura ⋅ Masato Motomura
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3301
BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-Identification
Xiaobin Liu ⋅ Jianing Li ⋅ Baiwei Guo ⋅ WenbinZhu ⋅ Jing Yuan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4406
Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior
Leo Segre ⋅ Shai Avidan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1310
FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model
Jinwei Hu ⋅ Zhenglin Huang ⋅ Xiangyu Yin ⋅ Wenjie Ruan ⋅ Guangliang Cheng ⋅ Yi Dong ⋅ Xiaowei Huang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4208
CAMILA: Context-Aware Masking for Image Editing with Language Alignment
Hyunseung Kim ⋅ Chiho Choi ⋅ Srikanth Malla ⋅ Sai Padmanabhan ⋅ Saurabh Bagchi ⋅ Joon Hee Choi
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1602
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction
Bin Lei ⋅ Weitai Kang ⋅ Zijian Zhang ⋅ Winson Chen ⋅ Xi Xie ⋅ Shan Zuo ⋅ Mimi Xie ⋅ Ali Payani ⋅ Mingyi Hong ⋅ Yan Yan ⋅ Caiwen Ding
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1305
Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
Zhao Song ⋅ Jianfei Xue ⋅ Lichen Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2602
Stochastic Forward-Forward Learning through Representational Dimensionality Compression
Zhichao Zhu ⋅ YANG QI ⋅ Hengyuan Ma ⋅ Wenlian Lu ⋅ Jianfeng Feng
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2711
Compact Memory for Continual Logistic Regression
Yohan Jung ⋅ Hyungi Lee ⋅ Wenlong Chen ⋅ Thomas Möllenhoff ⋅ Yingzhen Li ⋅ Juho Lee ⋅ Mohammad Emtiyaz Khan
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4110
MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM
Bowen Dong ⋅ Minheng Ni ⋅ Zitong Huang ⋅ Guanglei Yang ⋅ Wangmeng Zuo ⋅ Lei Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1303
Private Geometric Median in Nearly-Linear Time
Syamantak Kumar ⋅ Daogao Liu ⋅ Kevin Tian ⋅ Chutong Yang
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2708
RrED: Black-box Unsupervised Domain Adaptation via Rectifying-reasoning Errors of Diffusion
Yuwu Lu ⋅ Chunzhi Liu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2115
MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding
YUXIANG WEI ⋅ Yanteng Zhang ⋅ Xi Xiao ⋅ Tianyang Wang ⋅ Xiao Wang ⋅ Vince D. Calhoun
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4701
Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs
Xudong Li ⋅ Mengdan Zhang ⋅ Peixian Chen ⋅ Xiawu Zheng ⋅ Yan Zhang ⋅ Jingyuan Zheng ⋅ Yunhang Shen ⋅ Ke Li ⋅ Chaoyou Fu ⋅ Xing Sun ⋅ Rongrong Ji
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2515
Less Greedy Equivalence Search
Adiba Ejaz ⋅ Elias Bareinboim
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1302
Vid-SME: Membership Inference Attacks against Large Video Understanding Models
Qi Li ⋅ Runpeng Yu ⋅ Xinchao Wang
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2609
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions
Tobias Schmidt ⋅ Steffen Schneider ⋅ Matthias Bethge
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #706
Optimal Rates in Continual Linear Regression via Increasing Regularization
Ran Levinstein ⋅ Amit Attia ⋅ Matan Schliserman ⋅ Uri Sherman ⋅ Daniel Soudry ⋅ Tomer Koren ⋅ Itay Evron
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3814
Graphs Help Graphs: Multi-Agent Graph Socialized Learning
Jialu Li ⋅ Yu Wang ⋅ Pengfei Zhu ⋅ Wanyu Lin ⋅ Xinjie Yao ⋅ Qinghua Hu
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3711
FEEDBACK FRICTION: LLMs Struggle to Fully Incorporate External Feedback
Dongwei Jiang ⋅ Bowei Zhang ⋅ Andrew Wang ⋅ Nicholas Andrews ⋅ Daniel Khashabi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1209
From Judgment to Interference: Early Stopping LLM Harmful Outputs via Streaming Content Monitoring
Yang Li ⋅ Qiang Sheng ⋅ Yehan Yang ⋅ Xueyao Zhang ⋅ Juan Cao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #207
Boundary-to-Region Supervision for Offline Safe Reinforcement Learning
Huikang Su ⋅ Dengyun Peng ⋅ Zifeng Zhuang ⋅ Yuhan Liu ⋅ Qiguang Chen ⋅ Donglin Wang ⋅ Qinghe Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3916
One Prompt Fits All: Universal Graph Adaptation for Pretrained Models
Yongqi Huang ⋅ Jitao Zhao ⋅ Dongxiao He ⋅ Xiaobao Wang ⋅ Yawen Li ⋅ Yuxiao Huang ⋅ Di Jin ⋅ Zhiyong Feng
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4813
Multi-step Visual Reasoning with Visual Tokens Scaling and Verification
Tianyi Bai ⋅ Zengjie Hu ⋅ Fupeng Sun ⋅ Qiu Jiantao ⋅ Yizhen Jiang ⋅ Guangxin He ⋅ Bohan Zeng ⋅ Conghui He ⋅ Binhang Yuan ⋅ Wentao Zhang
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4814
Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark
Jinyuan Liu ⋅ Zihang Chen ⋅ Zhu Liu ⋅ Zhiying Jiang ⋅ Long Ma ⋅ Xin Fan ⋅ Risheng Liu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #103
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions
Sang Choe ⋅ Hwijeen Ahn ⋅ Juhan Bae ⋅ Kewen Zhao ⋅ Youngseog Chung ⋅ Adithya Pratapa ⋅ Willie Neiswanger ⋅ Emma Strubell ⋅ Teruko Mitamura ⋅ Jeff Schneider ⋅ Eduard Hovy ⋅ Roger Grosse ⋅ Eric Xing
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1002
Robust Integrated Learning and Pauli Noise Mitigation for Parametrized Quantum Circuits
Md Mobasshir Arshed Naved ⋅ Wenbo Xie ⋅ Wojciech Szpankowski ⋅ Ananth Grama
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1105
Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models
Charvi Rastogi · Tian Huey Teh · Pushkar Mishra · Roma Patel · Ding Wang · Mark Díaz · Alicia Parrish · Aida Mostafazadeh Davani · Zoe Ashwood · Michela Paganini · Vinodkumar Prabhakaran · Verena Rieser · Lora Aroyo
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5203
BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception
junyan ye · Dongzhi JIANG · Jun He · Baichuan Zhou · Zilong Huang · Zhiyuan Yan · Hongsheng Li · Conghui He · Weijia Li
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1900
Simulating Society Requires Simulating Thought
Chance Jiajie Li · Jiayi Wu · Zhenze MO · Ao Qu · Yuhan Tang · Kaiya Zhao · Yulu Gan · Jie Fan · Jiangbo Yu · Jinhua Zhao · Paul Liang · Luis Pastor · Kent Larson
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #913
RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
Adam Piaseczny ⋅ Md Kamran Chowdhury Shisher ⋅ Shiqiang Wang ⋅ Christopher Brinton
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1215
Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
Shlomi Hod · Lucas Rosenblatt · Julia Stoyanovich
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #916
Online Estimation and Inference for Robust Policy Evaluation in Reinforcement Learning
Weidong Liu · Jiyuan Tu · Xi Chen · Yichen Zhang
[ Slides [ Poster
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4202
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Razaib Tariq · Minji Heo · Shahroz Tariq · Simon Woo
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1404
Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations?
Yiwei Yang · Chung Peng Lee · Shangbin Feng · Dora Zhao · Bingbing Wen · Anthony Liu · Yulia Tsvetkov · Bill Howe
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4500
V2X-Radar: A Multi-modal Dataset with 4D Radar for Cooperative Perception
Lei Yang · Xinyu Zhang · Jun Li · Chen Wang · Jiaqi Ma · Zhiying Song · Tong Zhao · Ziying Song · Li Wang · Mo Zhou · Yang Shen · Kai WU · Chen Lv
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4501
TAPVid-360: Tracking Any Point in 360 from Narrow Field of View Video
Finlay Hudson · James Gardner · William Smith
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4915
EPFL-Smart-Kitchen: An Ego-Exo Multi-Modal Dataset for Challenging Action and Motion Understanding in Video-Language Models
Andy Bonnetto · Haozhe Qi · Franklin Leong · Matea Tashkovska · Mahdi Rad · Solaiman Shokur · Friedhelm C. Hummel · Silvestro Micera · Marc Pollefeys · Alexander Mathis
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5202
UniHG: A Large-scale Universal Heterogeneous Graph Dataset and Benchmark for Representation Learning and Cross-Domain Transferring
Yide Qiu · Tong Zhang · Shaoxiang Ling · Xing Cai · Ziqi Gu · Zhen Cui
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #201
TESTING STATIONARITY AND CHANGE POINT DETECTION IN REINFORCEMENT LEARNING
Mengbing Li · Chengchun Shi · Zhenke Wu · Piotr Fryzlewicz
[ Poster [ URL
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3615
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
Jonas Geiping ⋅ Sean McLeish ⋅ Neel Jain ⋅ John Kirchenbauer ⋅ Siddharth Singh ⋅ Brian Bartoldson ⋅ Bhavya Kailkhura ⋅ Abhinav Bhatele ⋅ Tom Goldstein
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #111
DroneAudioset: An Audio Dataset for Drone-based Search and Rescue
Chitralekha Gupta · Soundarya Ramesh · Praveen Sasikumar · Kian Yeo · Suranga Nanayakkara
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2106
Bubbleformer: Forecasting Boiling with Transformers
Sheikh Md Shakeel Hassan · Xianwei Zou · Akash Dhruv · Aparna Chandramowlishwaran
[ Slides [ Poster [ OpenReview
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5001
NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI
Cosmin Bercea · Jun Li · Philipp Raffler · Evamaria O. Riedel · Lena Schmitzer · Angela Kurz · Felix Bitzer · Paula Roßmüller · Julian Canisius · Mirjam Beyrle · Che Liu · Wenjia Bai · Bernhard Kainz · Julia Schnabel · Benedikt Wiestler
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1808
Ineq-Comp: Benchmarking Human-Intuitive Compositional Reasoning in Automated Theorem Proving of Inequalities
Haoyu Zhao · Yihan Geng · Shange Tang · Yong Lin · Bohan Lyu · Hongzhou Lin · Chi Jin · Sanjeev Arora
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5204
Leader360V: A Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment
WEIMING ZHANG · Dingwen Xiao · Aobotao DAI · Yexin Liu · Tianbo Pan · Shiqi Wen · Lei Chen · Lin Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3914
$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
Sarthak Kumar Maharana · Saksham Singh Kushwaha · Baoming Zhang · Adrian Rodriguez · Songtao Wei · Yapeng Tian · Yunhui Guo
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4601
OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding
Jingli Lin · Chenming Zhu · Runsen Xu · Xiaohan Mao · Xihui Liu · Tai WANG · Jiangmiao Pang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4503
A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly Understanding
Mengjingcheng Mo · Xinyang Tong · Mingpi Tan · Jiaxu Leng · JianKang Zheng · Yiran Liu · Haosheng Chen · Ji Gan · Weisheng Li · Xinbo Gao
[ Poster [ OpenReview