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Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1606
High-order Equivariant Flow Matching for Density Functional Theory Hamiltonian Prediction
Seongsu Kim ⋅ Nayoung Kim ⋅ Dongwoo Kim ⋅ Sungsoo Ahn
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3004
Towards the Resistance of Neural Network Fingerprinting to Fine-tuning
Ling Tang ⋅ YueFeng Chen ⋅ Hui Xue' ⋅ Quanshi Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1401
GLSim: Detecting Object Hallucinations in LVLMs via Global-Local Similarity
Seongheon Park ⋅ Sharon Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5513
Vinci: Deep Thinking in Text-to-Image Generation using Unified Model with Reinforcement Learning
wang lin ⋅ Wentao Hu ⋅ Liyu Jia ⋅ Kaihang Pan ⋅ Majun Zhang ⋅ Zhou Zhao ⋅ Fei Wu ⋅ Jingyuan Chen ⋅ Hanwang Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2214
Act to See, See to Act: Diffusion-Driven Perception-Action Interplay for Adaptive Policies
Jing Wang ⋅ Weiting Peng ⋅ Jing Tang ⋅ Zeyu Gong ⋅ Xihua Wang ⋅ Bo Tao ⋅ Li cheng
[ Slides [ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5515
SAGE: A Unified Framework for Generalizable Object State Recognition with State-Action Graph Embedding
Yuan Zang ⋅ Zitian Tang ⋅ Junho Cho ⋅ Jaewook Yoo ⋅ Chen Sun
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3412
ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM Quantization
Zechun Liu ⋅ Changsheng Zhao ⋅ Hanxian Huang ⋅ Sijia Chen ⋅ Jing Zhang ⋅ Jiawei Zhao ⋅ Scott Roy ⋅ Lisa Jin ⋅ Yunyang Xiong ⋅ Yangyang Shi ⋅ Lin Xiao ⋅ Yuandong Tian ⋅ Bilge Soran ⋅ Raghuraman Krishnamoorthi ⋅ Tijmen Blankevoort ⋅ Vikas Chandra
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2700
Scaling Up Parameter Generation: A Recurrent Diffusion Approach
Kai Wang ⋅ Dongwen Tang ⋅ Wangbo Zhao ⋅ Konstantin Schürholt ⋅ Zhangyang "Atlas" Wang ⋅ Yang You
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3108
Private Online Learning against an Adaptive Adversary: Realizable and Agnostic Settings
Bo Li ⋅ Wei Wang ⋅ Peng Ye
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4309
Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization
Tao Zhang ⋅ Cheng Da ⋅ Kun Ding ⋅ Huan Yang ⋅ kun jin ⋅ Yan Li ⋅ Tingting Gao ⋅ Di ZHANG ⋅ SHIMING XIANG ⋅ Chunhong Pan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1115
Representational Difference Explanations
Neehar Kondapaneni ⋅ Oisin Mac Aodha ⋅ Pietro Perona
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4100
Rendering-Aware Reinforcement Learning for Vector Graphics Generation
Juan Rodriguez ⋅ Haotian Zhang ⋅ Abhay Puri ⋅ Rishav Pramanik ⋅ Aarash Feizi ⋅ Pascal Wichmann ⋅ Arnab Mondal ⋅ Mohammad R. Samsami ⋅ Rabiul Awal ⋅ Perouz Taslakian ⋅ Spandana Gella ⋅ Sai Rajeswar Mudumba ⋅ David Vazquez ⋅ Chris Pal ⋅ Marco Pedersoli
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3811
Future Link Prediction Without Memory or Aggregation
Lu Yi ⋅ Runlin Lei ⋅ Fengran Mo ⋅ Yanping Zheng ⋅ Zhewei Wei ⋅ Yuhang Ye
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1014
Make Information Diffusion Explainable: LLM-based Causal Framework for Diffusion Prediction
Wenbo Shang ⋅ Zihan Feng ⋅ Yang Yajun ⋅ Xin Huang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4009
The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement
Ruihan Yang ⋅ Fanghua Ye ⋅ Jian Li ⋅ Siyu Yuan ⋅ yikai zhang ⋅ Zhaopeng Tu ⋅ Xiaolong Li ⋅ Deqing Yang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4912
Continual Gaussian Mixture Distribution Modeling for Class Incremental Semantic Segmentation
Guilin Zhu ⋅ Runmin Wang ⋅ Yuanjie Shao ⋅ Wei dong Yang ⋅ Nong Sang ⋅ Changxin Gao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #411
SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data
Wenkai Fang ⋅ Shunyu Liu ⋅ Yang Zhou ⋅ Kongcheng Zhang ⋅ Tongya Zheng ⋅ Kaixuan Chen ⋅ Mingli Song ⋅ Dacheng Tao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2714
Decoupled Entropy Minimization
Jing Ma ⋅ Hanlin Li ⋅ Xiang Xiang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5509
Composing Global Solutions to Reasoning Tasks via Algebraic Objects in Neural Nets
Yuandong Tian
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3105
On the Stability and Generalization of Meta-Learning: the Impact of Inner-Levels
Wenjun Ding ⋅ Jingling Liu ⋅ Lixing Chen ⋅ Xiu Su ⋅ Tao Sun ⋅ Fan Wu ⋅ Zhe Qu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1704
MIRA: Medical Time Series Foundation Model for Real-World Health Data
Hao Li ⋅ Bowen Deng ⋅ Chang Xu ⋅ ZhiYuan Feng ⋅ Viktor Schlegel ⋅ Yu-Hao Huang ⋅ Yizheng Sun ⋅ Jingyuan Sun ⋅ Kailai Yang ⋅ Yiyao Yu ⋅ Jiang Bian
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3511
LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades
Yanan Li ⋅ Fanxu Meng ⋅ Muhan Zhang ⋅ Shiai Zhu ⋅ Shangguang Wang ⋅ Mengwei Xu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #213
Learning Human-Like RL Agents Through Trajectory Optimization With Action Quantization
Jian-Ting Guo ⋅ Yu-Cheng Chen ⋅ Ping-Chun Hsieh ⋅ Kuo-Hao Ho ⋅ Po-Wei Huang ⋅ Ti-Rong Wu ⋅ I-Chen Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4712
VL-SAM-V2: Open-World Object Detection with General and Specific Query Fusion
Zhiwei Lin ⋅ Yongtao Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3813
MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
Frank Wan ⋅ Fengyuan Ran ⋅ Ruikang Zhang ⋅ Wenke Huang ⋅ Xuankun Rong ⋅ Guibin Zhang ⋅ Yuxin Wu ⋅ Bo Du ⋅ Mang Ye
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #904
On the $O(\frac{\sqrt{d}}{K^{1/4}})$ Convergence Rate of AdamW Measured by $\ell_1$ Norm
Huan Li ⋅ Yiming Dong ⋅ Zhouchen Lin
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #710
Problem-Parameter-Free Decentralized Bilevel Optimization
Zhiwei Zhai ⋅ Wenjing Yan ⋅ Ying-Jun Zhang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4104
AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders
Yuezhou Hu ⋅ Jiaxin Guo ⋅ Xinyu Feng ⋅ Tuo Zhao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4913
Towards Unsupervised Domain Bridging via Image Degradation in Semantic Segmentation
Wangkai Li ⋅ Rui Sun ⋅ Huayu Mai ⋅ Tianzhu Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2804
RGNMR: A Gauss-Newton method for robust matrix completion with theoretical guarantees
Eilon Vaknin Laufer ⋅ Boaz Nadler
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2502
TopER: Topological Embeddings in Graph Representation Learning
Astrit Tola ⋅ Funmilola Mary Taiwo ⋅ Cuneyt Akcora ⋅ Baris Coskunuzer
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3014
Risk Bounds For Distributional Regression
Carlos Misael Madrid Padilla ⋅ OSCAR HERNAN MADRID PADILLA ⋅ Sabyasachi Chatterjee
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2107
Flow Field Reconstruction with Sensor Placement Policy Learning
Ruoyan Li ⋅ Frank Wan ⋅ Zijie Huang ⋅ Zixiao Liu ⋅ Haixin Wang ⋅ Xiao Luo ⋅ Wei Wang ⋅ Yizhou Sun
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5503
Rebalancing Return Coverage for Conditional Sequence Modeling in Offline Reinforcement Learning
Wensong Bai ⋅ Chufan Chen ⋅ Yichao Fu ⋅ Qihang Xu ⋅ zhang chao ⋅ Hui Qian
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #809
Revisiting 1-peer exponential graph for enhancing decentralized learning efficiency
Kenta Niwa ⋅ Yuki Takezawa ⋅ Guoqiang Zhang ⋅ W. Kleijn
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3612
COME: Adding Scene-Centric Forecasting Control to Occupancy World Model
Yining Shi ⋅ Kun Jiang ⋅ Qiang Meng ⋅ Ke Wang ⋅ JiaBao Wang ⋅ Wenchao Sun ⋅ Tuopu Wen ⋅ mengmeng yang ⋅ diange yang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3101
Provable Watermarking for Data Poisoning Attacks
Yifan Zhu ⋅ Lijia Yu ⋅ Xiao-Shan Gao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5403
CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward
Yandong Guan ⋅ Xilin Wang ⋅ XiMing Xing ⋅ Jing Zhang ⋅ Dong Xu ⋅ Qian Yu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5304
CoCoA: A Minimum Bayes Risk Framework Bridging Confidence and Consistency for Uncertainty Quantification in LLMs
Roman Vashurin ⋅ Maiya Goloburda ⋅ Albina Ilina ⋅ Aleksandr Rubashevskii ⋅ Preslav Nakov ⋅ Artem Shelmanov ⋅ Maxim Panov
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5310
Balancing Positive and Negative Classification Error Rates in Positive-Unlabeled Learning
Ximing Li ⋅ Yuanchao Dai ⋅ Bing Wang ⋅ Changchun Li ⋅ Jianfeng Qu ⋅ Renchu Guan
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5516
A Closer Look to Positive-Unlabeled Learning from Fine-grained Perspectives: An Empirical Study
Yuanchao Dai ⋅ Zhengzhang Hou ⋅ Changchun Li ⋅ Yuanbo Xu ⋅ En Wang ⋅ Ximing Li
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5500
DIFFSSR: Stereo Image Super-resolution Using Differential Transformer
Dafeng Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4915
Gate to the Vessel: Residual Experts Restore What SAM Overlooks
Weili Jiang ⋅ Jinrong Lv ⋅ Xun Gong ⋅ Xiaomeng Li ⋅ Chubin Ou
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2111
Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
Liwei Huang ⋅ Zhengyu Ma ⋅ Liutao Yu ⋅ Huihui Zhou ⋅ Yonghong Tian
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3917
Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models
Xiaowen Cai ⋅ Daizong Liu ⋅ Xiaoye Qu ⋅ Xiang Fang ⋅ Jianfeng Dong ⋅ Keke Tang ⋅ Pan Zhou ⋅ Lichao Sun ⋅ Wei Hu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2415
APOLLO: Automated LLM and Lean Collaboration for Advanced Formal Reasoning
Azim Ospanov ⋅ Farzan Farnia ⋅ Roozbeh Mohit
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4506
HAIF-GS: Hierarchical and Induced Flow-Guided Gaussian Splatting for Dynamic Scene
Jianing Chen ⋅ Zehao Li ⋅ Yujun Cai ⋅ Hao Jiang ⋅ Chengxuan Qian ⋅ Juyuan Kang ⋅ Shuqin Gao ⋅ Honglong Zhao ⋅ Tianlu Mao ⋅ Yucheng Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4401
ROSE: Remove Objects with Side Effects in Videos
Chenxuan Miao ⋅ Yutong Feng ⋅ Jianshu Zeng ⋅ Zixiang Gao ⋅ Hantang Liu ⋅ Yunfeng Yan ⋅ Donglian Qi ⋅ Xi Chen ⋅ Bin Wang ⋅ Hengshuang Zhao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #709
Constrained Optimization From a Control Perspective via Feedback Linearization
Runyu Zhang ⋅ Arvind Raghunathan ⋅ Jeff Shamma ⋅ Na Li
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2914
The Burden of Interactive Alignment with Inconsistent Preferences
Ali Shirali
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5207
VLMs can Aggregate Scattered Training Patches
Zhanhui Zhou ⋅ Lingjie Chen ⋅ Chao Yang ⋅ Chaochao Lu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3610
See through the Dark: Learning Illumination-affined Representations for Nighttime Occupancy Prediction
Yuan Wu ⋅ Zhiqiang Yan ⋅ Yigong Zhang ⋅ Xiang Li ⋅ Jian Yang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #909
ACCO: Accumulate While You Communicate for Communication-Overlapped Sharded LLM Training
Adel Nabli ⋅ Louis Fournier ⋅ Pierre ERBACHER ⋅ Louis Serrano ⋅ Eugene Belilovsky ⋅ Edouard Oyallon
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5206
Online Time Series Forecasting with Theoretical Guarantees
Zijian Li ⋅ Changze Zhou ⋅ Minghao Fu ⋅ Sanjay Manjunath ⋅ Fan Feng ⋅ Guangyi Chen ⋅ Yingyao Hu ⋅ Ruichu Cai ⋅ Kun Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3413
Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning
Qitao Tan ⋅ Jun Liu ⋅ Zheng Zhan ⋅ Caiwen Ding ⋅ Yanzhi Wang ⋅ Xiaolong Ma ⋅ Jaewoo Lee ⋅ Jin Lu ⋅ Geng Yuan
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1512
Language Modeling by Language Models
Junyan Cheng ⋅ Peter Clark ⋅ Kyle Richardson
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #812
DUO: No Compromise to Accuracy Degradation
Jinda Jia ⋅ Cong Xie ⋅ Hanlin Lu ⋅ Fanjiang Ye ⋅ Hao Feng ⋅ Daoce Wang ⋅ Haibin Lin ⋅ Zhi Zhang ⋅ Xin Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2901
Tightening Regret Lower and Upper Bounds in Restless Rising Bandits
Cristiano Migali ⋅ Marco Mussi ⋅ Gianmarco Genalti ⋅ Alberto Maria Metelli
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2403
Wavelet Canonical Coherence for Nonstationary Signals
Haibo Wu ⋅ Marina Knight ⋅ Keiland Cooper ⋅ Norbert Fortin ⋅ Hernando Ombao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2504
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models
Hafez Ghaemi ⋅ Eilif B. Muller ⋅ Shahab Bakhtiari
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4316
The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control
Ruili Feng ⋅ Han Zhang ⋅ Zhilei Shu ⋅ Zhantao Yang ⋅ Longxiang Tang ⋅ Zhicai Wang ⋅ Andy Zheng ⋅ Jie Xiao ⋅ Zhiheng Liu ⋅ Ruihang Chu ⋅ Yukun Huang ⋅ Yu Liu ⋅ Hongyang Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1013
Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values
R. Teal Witter ⋅ Yurong Liu ⋅ Christopher Musco
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3408
DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution
Zheng Chen ⋅ Zichen Zou ⋅ Kewei Zhang ⋅ Xiongfei Su ⋅ Xin Yuan ⋅ Yong Guo ⋅ Yulun Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2102
Information-Driven Design of Imaging Systems
Henry Pinkard ⋅ Leyla Kabuli ⋅ Eric Markley ⋅ Tiffany Chien ⋅ Jiantao Jiao ⋅ Laura Waller
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2503
Single-pass Adaptive Image Tokenization for Minimum Program Search
Shivam Duggal ⋅ Sanghyun Byun ⋅ Bill Freeman ⋅ Antonio Torralba ⋅ Phillip Isola
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4409
PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
Yujin Chen ⋅ Yinyu Nie ⋅ Benjamin Ummenhofer ⋅ Reiner Birkl ⋅ Michael Paulitsch ⋅ Matthias Niessner
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #605
Asymptotically exact variational flows via involutive MCMC kernels
Zuheng (David) Xu ⋅ Trevor Campbell
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3906
Exact Expressive Power of Transformers with Padding
Will Merrill ⋅ Ashish Sabharwal
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4716
RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models
Yeongtak Oh ⋅ Dohyun Chung ⋅ Juhyeon Shin ⋅ Sangha Park ⋅ Johan Barthelemy ⋅ Jisoo Mok ⋅ Sungroh Yoon
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3717
Once Upon an Input: Reasoning via Per-Instance Program Synthesis
Adam Stein ⋅ Neelay Velingker ⋅ Mayur Naik ⋅ Eric Wong
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4514
LuxDiT: Lighting Estimation with Video Diffusion Transformer
Ruofan Liang ⋅ Kai He ⋅ Zan Gojcic ⋅ Igor Gilitschenski ⋅ Sanja Fidler ⋅ Nandita Vijaykumar ⋅ Zian Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5312
Measuring AI Ability to Complete Long Software Tasks
Thomas Kwa ⋅ Ben West ⋅ Joel Becker ⋅ Amy Deng ⋅ Katharyn Garcia ⋅ Max Hasin ⋅ Sami Jawhar ⋅ Megan Kinniment ⋅ Nate Rush ⋅ Sydney Von Arx ⋅ Ryan Bloom ⋅ Thomas Broadley ⋅ Haoxing Du ⋅ Brian Goodrich ⋅ Nikola Jurkovic ⋅ Luke Miles ⋅ Seraphina Nix ⋅ Tao Lin ⋅ Neev Parikh ⋅ David Rein ⋅ Lucas Jun Koba Sato ⋅ Hjalmar Wijk ⋅ Daniel Ziegler ⋅ Elizabeth Barnes ⋅ Lawrence Chan
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5010
FRBNet: Revisiting Low-Light Vision through Frequency-Domain Radial Basis Network
Fangtong Sun ⋅ Congyu Li ⋅ Ke Yang ⋅ Yuchen Pan ⋅ Hanwen Yu ⋅ Xichuan Zhang ⋅ Yiying Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3513
Degrees of Freedom for Linear Attention: Distilling Softmax Attention with Optimal Feature Efficiency
Naoki Nishikawa ⋅ Rei Higuchi ⋅ Taiji Suzuki
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1613
Partial Physics Informed Diffusion Model for Ocean Chlorophyll Concentration Reconstruction
Qianxun Xu ⋅ Zuchuan Li
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1916
RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving
Huacan Wang ⋅ Ziyi Ni ⋅ Shuo Zhang ⋅ Shuo Lu ⋅ Sen Hu ⋅ Ziyang He ⋅ Chen Hu ⋅ Jiaye Lin ⋅ Yifu Guo ⋅ Yuntao Du ⋅ Pin Lyu
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3418
Wider or Deeper? Scaling LLM Inference-Time Compute with Adaptive Branching Tree Search
Yuichi Inoue ⋅ Kou Misaki ⋅ Yuki Imajuku ⋅ So Kuroki ⋅ Taishi Nakamura ⋅ Takuya Akiba
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5309
Fast Projection-Free Approach (without Optimization Oracle) for Optimization over Compact Convex Set
Chenghao Liu ⋅ Enming Liang ⋅ Minghua Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2806
Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching
Zhong Li ⋅ Qi Huang ⋅ Yuxuan Zhu ⋅ Lincen Yang ⋅ Mohammad Mohammadi Amiri ⋅ Niki van Stein ⋅ Matthijs van Leeuwen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2005
Localist Topographic Expert Routing: A Barrel Cortex-Inspired Modular Network for Sensorimotor Processing
Tianfang Zhu ⋅ Dongli Hu ⋅ Jiandong Zhou ⋅ Kai Du ⋅ Anan LI
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2508
Exploring Neural Granger Causality with xLSTMs: Unveiling Temporal Dependencies in Complex Data
Harsh Poonia ⋅ Felix Divo ⋅ Kristian Kersting ⋅ Devendra Singh Dhami
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4713
MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation
Bohan Zhou ⋅ Yi Zhan ⋅ Zhongbin Zhang ⋅ Zongqing Lu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1414
CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving
Huitong Yang ⋅ Zhuoxiao Chen ⋅ Fengyi Zhang ⋅ Zi Huang ⋅ Yadan Luo
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4719
EgoThinker: Unveiling Egocentric Reasoning with Spatio-Temporal CoT
Baoqi Pei ⋅ Yifei Huang ⋅ Jilan Xu ⋅ Yuping He ⋅ Guo Chen ⋅ Fei Wu ⋅ Jiangmiao Pang ⋅ Yu Qiao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1608
Retrosynthesis Planning via Worst-path Policy Optimisation in Tree-structured MDPs
Mianchu Wang ⋅ Giovanni Montana
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #704
Deep learning for continuous-time stochastic control with jumps
Patrick Cheridito ⋅ Jean-Loup Dupret ⋅ Donatien Hainaut
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4300
Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control
Danfeng Li ⋅ Hui Zhang ⋅ Sheng Wang ⋅ Jiacheng Li ⋅ Zuxuan Wu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4200
XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation
Bowen Chen ⋅ Brynn zhao ⋅ Haomiao Sun ⋅ Li Chen ⋅ Xu Wang ⋅ Daniel Du ⋅ Xinglong Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1808
GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning
Shutong Ding ⋅ Ke Hu ⋅ Shan Zhong ⋅ Haoyang Luo ⋅ Weinan Zhang ⋅ Jingya Wang ⋅ Jun Wang ⋅ Ye Shi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4817
Distil-E2D: Distilling Image-to-Depth Priors for Event-Based Monocular Depth Estimation
Jie Long Lee ⋅ Gim Hee Lee
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2905
Non-stationary Bandit Convex Optimization: A Comprehensive Study
Xiaoqi Liu ⋅ Dorian Baudry ⋅ Julian Zimmert ⋅ Patrick Rebeschini ⋅ Arya Akhavan
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5510
Enhancing CLIP Robustness via Cross-Modality Alignment
Xingyu Zhu ⋅ Beier Zhu ⋅ Shuo Wang ⋅ Kesen Zhao ⋅ Hanwang Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #206
ATLAS: Autoformalizing Theorems through Lifting, Augmentation, and Synthesis of Data
Xiaoyang Liu ⋅ Kangjie Bao ⋅ Jiashuo Zhang ⋅ Yunqi Liu ⋅ Yu Chen ⋅ Yuntian Liu ⋅ Yang Jiao ⋅ Tao Luo
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4204
PanoWan: Lifting Diffusion Video Generation Models to 360$^\circ$ with Latitude/Longitude-aware Mechanisms
Yifei Xia ⋅ Shuchen Weng ⋅ Siqi Yang ⋅ Jingqi Liu ⋅ Chengxuan Zhu ⋅ Minggui Teng ⋅ Zijian Jia ⋅ Han Jiang ⋅ Boxin Shi
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1003
MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems
Xuanming Zhang ⋅ Yuxuan Chen ⋅ Samuel (Min-Hsuan) Yeh ⋅ Sharon Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #706
Natural Gradient VI: Guarantees for Non-Conjugate Models
Fangyuan Sun ⋅ Ilyas Fatkhullin ⋅ Niao He
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4809
From Forecasting to Planning: Policy World Model for Collaborative State-Action Prediction
Zhida Zhao ⋅ Talas Fu ⋅ Yifan Wang ⋅ Lijun Wang ⋅ Huchuan Lu
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3804
Hierarchical Shortest-Path Graph Kernel Network
Jiaxin Wang ⋅ Wenxuan Tu ⋅ Jieren Cheng
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #100
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
Yuxing Lu ⋅ Wei Wu ⋅ Xukai Zhao ⋅ Rui Peng ⋅ Jinzhuo Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4019
Self-Evolving Pseudo-Rehearsal for Catastrophic Forgetting with Task Similarity in LLMs
Jun Wang ⋅ Liang Ding ⋅ Shuai Wang ⋅ Hongyu Li ⋅ Yong Luo ⋅ Huangxuan Zhao ⋅ Han Hu ⋅ Bo Du
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3818
Competitive Advantage Attacks to Decentralized Federated Learning
Yuqi Jia ⋅ Minghong Fang ⋅ Neil Gong
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3604
ReDi: Rectified Discrete Flow
Jaehoon Yoo ⋅ Wonjung Kim ⋅ Seunghoon Hong
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #312
Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model
Jingcheng Hu ⋅ Yinmin Zhang ⋅ Qi Han ⋅ Daxin Jiang ⋅ Xiangyu Zhang ⋅ Heung-Yeung Shum
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4906
Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing
Massimiliano Ciranni ⋅ Vito Paolo Pastore ⋅ Roberto Di Via ⋅ Enzo Tartaglione ⋅ Francesca Odone ⋅ Vittorio Murino
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2300
Toward Interpretable Evaluation Measures for Time Series Segmentation
Félix Chavelli ⋅ Paul Boniol ⋅ Michaël Thomazo
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4609
PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
Jang Hyun Cho ⋅ Andrea Madotto ⋅ Effrosyni Mavroudi ⋅ Triantafyllos Afouras ⋅ Tushar Nagarajan ⋅ Muhammad Maaz ⋅ Yale Song ⋅ Tengyu Ma ⋅ Shuming Hu ⋅ Suyog Jain ⋅ Miguel Martin ⋅ Huiyu Wang ⋅ Hanoona Bangalath ⋅ Peize Sun ⋅ Po-Yao Huang ⋅ Daniel Bolya ⋅ Nikhila Ravi ⋅ Shashank Jain ⋅ Tammy Stark ⋅ Seungwhan Moon ⋅ Babak Damavandi ⋅ Vivian Lee ⋅ Andrew Westbury ⋅ Salman Khan ⋅ Philipp Kraehenbuehl ⋅ Piotr Dollar ⋅ Lorenzo Torresani ⋅ Kristen Grauman ⋅ Christoph Feichtenhofer
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1005
Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives
Sarah Cen ⋅ Salil Goyal ⋅ Zaynah Javed ⋅ Ananya Karthik ⋅ Percy Liang ⋅ Daniel Ho
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5211
OpenOmni: Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-time Emotional Speech Synthesis
Run Luo ⋅ Ting-En Lin ⋅ Haonan Zhang ⋅ Yuchuan Wu ⋅ Xiong Liu ⋅ Yongbin Li ⋅ Longze Chen ⋅ Jiaming Li ⋅ Lei Zhang ⋅ Xiaobo Xia ⋅ Hamid Alinejad-Rokny ⋅ Fei Huang ⋅ Min Yang
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1707
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies
Runze Yan ⋅ Xun Shen ⋅ Akifumi Wachi ⋅ Sebastien Gros ⋅ Anni Zhao ⋅ Xiao Hu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #711
Fast Zeroth-Order Convex Optimization with Quantum Gradient Methods
Junhyung Lyle Kim ⋅ Brandon Augustino ⋅ Dylan Herman ⋅ Enrico Fontana ⋅ Jacob Watkins ⋅ Marco Pistoia ⋅ Shouvanik Chakrabarti
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2302
FlowNet: Modeling Dynamic Spatio-Temporal Systems via Flow Propagation
Yutong Feng ⋅ Xu Liu ⋅ Yutong Xia ⋅ Yuxuan Liang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #504
How many measurements are enough? Bayesian recovery in inverse problems with general distributions
Ben Adcock ⋅ Zi Yuan (Nick) Huang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4302
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
Shanchuan Lin ⋅ Ceyuan Yang ⋅ Hao He ⋅ Jianwen Jiang ⋅ Yuxi Ren ⋅ Xin Xia ⋅ Yang Zhao ⋅ Xuefeng Xiao ⋅ Lu Jiang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1105
Training-Free Safe Denoisers for Safe Use of Diffusion Models
Mingyu Kim ⋅ Dongjun Kim ⋅ Amman Yusuf ⋅ Stefano Ermon ⋅ Mi Jung Park
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1101
Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
Stephen Pfohl ⋅ Natalie Harris ⋅ Chirag Nagpal ⋅ David Madras ⋅ Vishwali Mhasawade ⋅ Olawale Salaudeen ⋅ Awa Dieng ⋅ Shannon Sequeira ⋅ Santiago Arciniegas ⋅ Lillian Sung ⋅ Nnamdi Ezeanochie ⋅ Heather Cole-Lewis ⋅ Katherine Heller ⋅ Sanmi Koyejo ⋅ Alexander D'Amour
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4606
UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
Ye Liu ⋅ Zongyang Ma ⋅ Junfu Pu ⋅ Zhongang Qi ⋅ Yang Wu ⋅ Ying Shan ⋅ Chang Chen
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5108
3D Gaussian Splatting based Scene-independent Relocalization with Unidirectional and Bidirectional Feature Fusion
Junyi Wang ⋅ Yuze Wang ⋅ Wantong Duan ⋅ Meng Wang ⋅ Yue Qi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1912
Steering When Necessary: Flexible Steering Large Language Models with Backtracking
Zifeng Cheng ⋅ Jinwei Gan ⋅ Zhiwei Jiang ⋅ Cong Wang ⋅ Yafeng Yin ⋅ Xiang Luo ⋅ Yuchen Fu ⋅ Qing Gu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4917
VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation
Sicheng Yang ⋅ Zhaohu Xing ⋅ Lei Zhu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1904
Can Dependencies Induced by LLM-Agent Workflows Be Trusted?
Yu Yao ⋅ Yiliao (Lia) Song ⋅ Yian Xie ⋅ Mengdan Fan ⋅ Mingyu Guo ⋅ Tongliang Liu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3519
Dense Backpropagation Improves Training for Sparse Mixture-of-Experts
Ashwinee Panda ⋅ Vatsal Baherwani ⋅ Zain Sarwar ⋅ Benjamin Thérien ⋅ Sambit Sahu ⋅ Tom Goldstein ⋅ Supriyo Chakraborty
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4705
Vision Transformers with Self-Distilled Registers
Zipeng Yan ⋅ Yinjie Chen ⋅ Chong Zhou ⋅ Bo Dai ⋅ Andrew Luo
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2008
Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics
Peng Xue ⋅ Wei Fang ⋅ Zhengyu Ma ⋅ Zihan Huang ⋅ Zhaokun Zhou ⋅ Yonghong Tian ⋅ Timothée Masquelier ⋅ Huihui Zhou
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1810
Conflict-Aware Knowledge Editing in the Wild: Semantic-Augmented Graph Representation for Unstructured Text
Zhange Zhang ⋅ Zhicheng Geng ⋅ Yuqing Ma ⋅ Tianbo Wang ⋅ Kai Lv ⋅ Xianglong Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #407
Diffusion Guided Adversarial State Perturbations in Reinforcement Learning
Xiaolin Sun ⋅ Feidi Liu ⋅ Zhengming Ding ⋅ Zizhan Zheng
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3911
The Implicit Bias of Structured State Space Models Can Be Poisoned With Clean Labels
Yonatan Slutzky ⋅ ‪Yotam Alexander‬‏ ⋅ Noam Razin ⋅ Nadav Cohen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1809
Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task
Sunqi Fan ⋅ Jiashuo Cui ⋅ Meng-Hao Guo ⋅ Shuojin Yang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4907
Dual-Space Semantic Synergy Distillation for Continual Learning of Unlabeled Streams
Donghao Sun ⋅ Xi Wang ⋅ Xu Yang ⋅ Kun Wei ⋅ Cheng Deng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2903
Bandit and Delayed Feedback in Online Structured Prediction
Yuki Shibukawa ⋅ Taira Tsuchiya ⋅ Shinsaku Sakaue ⋅ Kenji Yamanishi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2702
An Efficient Local Search Approach for Polarized Community Discovery in Signed Networks
Linus Aronsson ⋅ Morteza Haghir Chehreghani
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3415
GVPO: Group Variance Policy Optimization for Large Language Model Post-Training
Kaichen Zhang ⋅ Yuzhong Hong ⋅ Junwei Bao ⋅ Hongfei Jiang ⋅ Yang Song ⋅ Hong Dingqian ⋅ Hui Xiong
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1703
Unleashing Foundation Vision Models: Adaptive Transfer for Diverse Data-Limited Scientific Domains
Qiankun Li ⋅ Feng He ⋅ Huabao Chen ⋅ Xin Ning ⋅ Kun Wang ⋅ Zengfu Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3809
Optimal Graph Clustering without Edge Density Signals
Maximilien Dreveton ⋅ Elaine Liu ⋅ Matthias Grossglauser ⋅ Patrick Thiran
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4018
Continuous Subspace Optimization for Continual Learning
Quan Cheng ⋅ Yuanyu Wan ⋅ Lingyu Wu ⋅ Chenping Hou ⋅ Lijun Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1012
Performative Validity of Recourse Explanations
Gunnar König ⋅ Hidde Fokkema ⋅ Timo Freiesleben ⋅ Celestine Mendler-Dünner ⋅ Ulrike Luxburg
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4802
MixPrompt: Efficient Mixed Prompting for Multimodal Semantic Segmentation
Zhiwei Hao ⋅ Zhongyu Xiao ⋅ Jianyuan Guo ⋅ Li Shen ⋅ Yong Luo ⋅ Han Hu ⋅ Dan Zeng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2614
Disentangled Representation Learning via Modular Compositional Bias
whie jung ⋅ Dong Hoon Lee ⋅ Seunghoon Hong
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3509
Scale-invariant attention
Ben Anson ⋅ Xi Wang ⋅ Laurence Aitchison
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3805
Out-of-Distribution Generalized Graph Anomaly Detection with Homophily-aware Environment Mixup
Sibo Tian ⋅ Xin Wang ⋅ Zeyang Zhang ⋅ Haibo Chen ⋅ Wenwu Zhu
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2115
Bipolar Self-attention for Spiking Transformers
Shuai Wang ⋅ Malu Zhang ⋅ Jingya Wang ⋅ Dehao Zhang ⋅ Yimeng Shan ⋅ Jieyuan (Eric) Zhang ⋅ Yichen Xiao ⋅ Honglin Cao ⋅ Haonan Zhang ⋅ Zeyu Ma ⋅ Yang Yang ⋅ Haizhou Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5000
Convolution Goes Higher-Order: A Biologically Inspired Mechanism Empowers Image Classification
Simone Azeglio ⋅ Olivier Marre ⋅ Peter Neri ⋅ Ulisse Ferrari
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3716
On the Empirical Power of Goodness-of-Fit Tests in Watermark Detection
Weiqing He ⋅ Xiang Li ⋅ Tianqi Shang ⋅ Li Shen ⋅ Weijie Su ⋅ Qi Long
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2105
Geometric Algebra-Enhanced Bayesian Flow Network for RNA Inverse Design
Rubo Wang ⋅ Xingyu Gao ⋅ Peilin Zhao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1600
3D-GSRD: 3D Molecular Graph Auto-Encoder with Selective Re-mask Decoding
Chang Wu ⋅ ZHIYUAN LIU ⋅ Wen Shu ⋅ Liang Wang ⋅ Yanchen Luo ⋅ Wenqiang Lei ⋅ Yatao Bian ⋅ Junfeng Fang ⋅ Xiang Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1517
ProfiX: Improving Profile-Guided Optimization in Compilers with Graph Neural Networks
Huiri Tan ⋅ Juyong Jiang ⋅ Jiasi Shen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3206
Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity
Victor Li ⋅ Baiting Chen ⋅ Yuzhen Mao ⋅ Qi Lei ⋅ Zhun Deng
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3903
On the Surprising Effectiveness of Large Learning Rates under Standard Width Scaling
Moritz Haas ⋅ Sebastian Bordt ⋅ Ulrike Luxburg ⋅ Leena Chennuru Vankadara
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2412
Can Agent Fix Agent Issues?
Alfin Wijaya Rahardja ⋅ Junwei Liu ⋅ Weitong Chen ⋅ Zhenpeng Chen ⋅ Yiling Lou
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1204
Setting $\varepsilon$ is not the Issue in Differential Privacy
Edwige Cyffers
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5001
Smooth Regularization for Efficient Video Recognition
Gil Goldman ⋅ Raja Giryes ⋅ Mahadev Satyanarayanan
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3613
Entropic Time Schedulers for Generative Diffusion Models
Dejan Stancevic ⋅ Florian Handke ⋅ Luca Ambrogioni
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2606
Generative Data Augmentation via Diffusion Distillation, Adversarial Alignment, and Importance Reweighting
Ruyi An ⋅ haicheng huang ⋅ Huangjie Zheng ⋅ Mingyuan Zhou
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #702
Efficiently Escaping Saddle Points under Generalized Smoothness via Self-Bounding Regularity
Daniel Cao ⋅ August Chen ⋅ Karthik Sridharan ⋅ Benjamin Tang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1507
CheMixHub: Datasets and Benchmarks for Chemical Mixture Property Prediction
Ella Miray Rajaonson · Mahyar Rajabi Kochi · Luis Martin Mejia Mendoza · Mohamad Moosavi · Benjamin Sanchez-Lengeling
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3304
LLM Query Scheduling with Prefix Reuse and Latency Constraints
Gregory Dexter ⋅ Shao Tang ⋅ Ata Fatahi ⋅ Qingquan Song ⋅ Tejas Dharamsi ⋅ Aman Gupta
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4418
ROGR: Relightable 3D Objects using Generative Relighting
Jiapeng Tang ⋅ Matthew Levine ⋅ Dor Verbin ⋅ Stephan Garbin ⋅ Matthias Niessner ⋅ Ricardo Martin Brualla ⋅ Pratul Srinivasan ⋅ Philipp Henzler
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4701
REOrdering Patches Improves Vision Models
Declan Kutscher ⋅ David Chan ⋅ Yutong Bai ⋅ Trevor Darrell ⋅ Ritwik Gupta
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4106
Searching Efficient Semantic Segmentation Architectures via Dynamic Path Selection
Yuxi Liu ⋅ Min Liu ⋅ Shuai Jiang ⋅ Yi Tang ⋅ Yaonan Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2709
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights
Shijun Liang ⋅ Ismail Alkhouri ⋅ Siddhant Gautam ⋅ Qing Qu ⋅ Saiprasad Ravishankar
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3009
Minimax-Optimal Univariate Function Selection in Sparse Additive Models: Rates, Adaptation, and the Estimation-Selection Gap
Shixiang Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1114
Learning Gradient Boosted Decision Trees with Algorithmic Recourse
Kentaro Kanamori ⋅ Ken Kobayashi ⋅ Takuya Takagi
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2812
Contextual Online Pricing with (Biased) Offline Data
Yixuan Zhang ⋅ Ruihao Zhu ⋅ Qiaomin Xie
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #110
Rethinking Evaluation of Infrared Small Target Detection
Youwei Pang · Xiaoqi Zhao · Lihe Zhang · Huchuan Lu · Georges Fakhri · Xiaofeng Liu · Shijian Lu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2611
Enhancing Contrastive Learning with Variable Similarity
Haowen Cui ⋅ Shuo Chen ⋅ Jun Li ⋅ Jian Yang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3503
Infinite-Width Limit of a Single Attention Layer: Analysis via Tensor Programs
Mana Sakai ⋅ Ryo Karakida ⋅ Masaaki Imaizumi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4615
Unified Reinforcement and Imitation Learning for Vision-Language Models
Byung-Kwan Lee ⋅ Ryo Hachiuma ⋅ Yong Man Ro ⋅ Frank Wang ⋅ Yueh-Hua Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4101
MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models
Hang Hua · Ziyun Zeng · Yizhi Song · Yunlong Tang · Liu He · Daniel Aliaga · Wei Xiong · Jiebo Luo
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3417
X-Mahalanobis: Transformer Feature Mixing for Reliable OOD Detection
Tong Wei ⋅ Bolin Wang ⋅ Jiang-Xin Shi ⋅ Yu-Feng Li ⋅ Min-Ling Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3104
Kernel Learning with Adversarial Features: Numerical Efficiency and Adaptive Regularization
Antonio Ribeiro ⋅ David Vävinggren ⋅ Dave Zachariah ⋅ Thomas Schön ⋅ Francis Bach
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5015
Under the Shadow: Exploiting Opacity Variation for Fine-grained Shadow Detection
Xiaotian Qiao ⋅ Ke Xu ⋅ Xianglong Yang ⋅ Ruijie Dong ⋅ Xiaofang Xia ⋅ Jiangtao Cui
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5013
Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning
Ankan Deria ⋅ Adinath Dukre ⋅ feilong tang ⋅ Sara Atito ⋅ Sudipta Roy ⋅ Muhammad Awais ⋅ Muhammad Haris Khan ⋅ Imran Razzak
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4306
Universal Few-shot Spatial Control for Diffusion Models
Kiet Nguyen ⋅ Chanhyuk Lee ⋅ Donggyun Kim ⋅ Dong Hoon Lee ⋅ Seunghoon Hong
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3806
Towards Effective Federated Graph Foundation Model via Mitigating Knowledge Entanglement
Yinlin Zhu ⋅ Xunkai Li ⋅ Jishuo Jia ⋅ Miao Hu ⋅ Di Wu ⋅ Meikang Qiu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4108
DP-LLM: Runtime Model Adaptation with Dynamic Layer-wise Precision Assignment
Sangwoo Kwon ⋅ Seong Hoon Seo ⋅ Jae W. Lee ⋅ Yeonhong Park
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4111
CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs
Gucongcong Fan ⋅ Chaoyue Niu ⋅ Chengfei Lyu ⋅ Fan Wu ⋅ Guihai Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #205
miniF2F-Lean Revisited: Reviewing Limitations and Charting a Path Forward
Azim Ospanov ⋅ Farzan Farnia ⋅ Roozbeh Mohit
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2712
Uncertainty-Informed Meta Pseudo Labeling for Surrogate Modeling with Limited Labeled Data
Xingyu Ren ⋅ Pengwei Liu ⋅ Pengkai Wang ⋅ Guanyu Chen ⋅ Qinxin Wu ⋅ Dong Ni
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2401
Structured Temporal Causality for Interpretable Multivariate Time Series Anomaly Detection
Dongchan Cho ⋅ Jiho Han ⋅ Keumyeong Kang ⋅ Minsang Kim ⋅ Honggyu Ryu ⋅ Namsoon Jung
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2516
Conditional Forecasts and Proper Scoring Rules for Reliable and Accurate Performative Predictions
Philip Boeken ⋅ Onno Zoeter ⋅ Joris Mooij
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4815
SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs
Zhicheng Li ⋅ Shuoming Zhang ⋅ Jiacheng Zhao ⋅ Siqi Li ⋅ Xiyu Shi ⋅ Yangyu Zhang ⋅ Shuaijiang Li ⋅ Donglin Yu ⋅ Zheming Yang ⋅ YUAN WEN ⋅ Huimin Cui
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4410
I2-NeRF: Learning Neural Radiance Fields Under Physically-Grounded Media Interactions
Shuhong Liu ⋅ Lin Gu ⋅ Ziteng Cui ⋅ Xuangeng Chu ⋅ Tatsuya Harada
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1616
UniZyme: A Unified Protein Cleavage Site Predictor Enhanced with Enzyme Active-Site Knowledge
Chenao Li ⋅ Shuo Yan ⋅ Enyan Dai
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3713
Think Only When You Need with Large Hybrid-Reasoning Models
Lingjie Jiang ⋅ Xun Wu ⋅ Shaohan Huang ⋅ Qingxiu Dong ⋅ Zewen Chi ⋅ Li Dong ⋅ Xingxing Zhang ⋅ Tengchao Lv ⋅ Lei Cui ⋅ Furu Wei
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2101
UGM2N: An Unsupervised and Generalizable Mesh Movement Network via M-Uniform Loss
Zhichao Wang ⋅ Xinhai Chen ⋅ Qinglin Wang ⋅ Xiang Gao ⋅ Qingyang Zhang ⋅ Menghan Jia ⋅ Xiang Zhang ⋅ Jie Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4700
Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
Ye Wang ⋅ Ziheng Wang ⋅ Boshen Xu ⋅ Yang Du ⋅ Kejun Lin ⋅ Zihan Xiao ⋅ Zihao Yue ⋅ Jianzhong Ju ⋅ Liang Zhang ⋅ Dingyi Yang ⋅ Xiangnan Fang ⋅ Zewen He ⋅ Zhenbo Luo ⋅ Wenxuan Wang ⋅ Junqi Lin ⋅ Jian Luan ⋅ Qin Jin
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #315
AlphaZero Neural Scaling and Zipf's Law: a Tale of Board Games and Power Laws
Oren Neumann ⋅ Claudius Gros
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2916
Near-Optimal Quantum Algorithms for Computing (Coarse) Correlated Equilibria of General-Sum Games
Tongyang Li ⋅ Xinzhao Wang ⋅ Yexin Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #912
PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs
Jaewon Chu ⋅ Seunghun Lee ⋅ Hyunwoo J. Kim
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2207
Quantization-Free Autoregressive Action Transformer
Ziyad Sheebaelhamd ⋅ Michael Tschannen ⋅ Michael Muehlebach ⋅ Claire Vernade
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #614
GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
Yeonjoon Jung ⋅ Daehyun Ahn ⋅ Hyungjun Kim ⋅ Taesu Kim ⋅ Eunhyeok Park
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3918
Robustness in Both Domains: CLIP Needs a Robust Text Encoder
Elias Abad Rocamora ⋅ Christian Schlarmann ⋅ Naman Deep Singh ⋅ Yongtao Wu ⋅ Matthias Hein ⋅ Volkan Cevher
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4314
PairEdit: Learning Semantic Variations for Exemplar-based Image Editing
Haoguang Lu ⋅ Jiacheng Chen ⋅ Zhenguo Yang ⋅ Aurele Gnanha ⋅ Fu Lee Wang ⋅ Qing Li ⋅ Xudong Mao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2014
TRACE: Contrastive learning for multi-trial time series data in neuroscience
Lisa Schmors ⋅ Dominic Gonschorek ⋅ Jan Niklas Böhm ⋅ Yongrong Qiu ⋅ Na Zhou ⋅ Dmitry Kobak ⋅ Andreas Tolias ⋅ Fabian Sinz ⋅ Jacob Reimer ⋅ Katrin Franke ⋅ Sebastian Damrich ⋅ Philipp Berens
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5308
Generative RLHF-V: Learning Principles from Multi-modal Human Preference
Jiayi Zhou ⋅ Jiaming Ji ⋅ Boyuan Chen ⋅ Jiapeng Sun ⋅ wenqi chen ⋅ Donghai Hong ⋅ Sirui Han ⋅ Yike Guo ⋅ Yaodong Yang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4610
Multi-Kernel Correlation-Attention Vision Transformer for Enhanced Contextual Understanding and Multi-Scale Integration
Hongkang Zhang ⋅ Shao-Lun Huang ⋅ Ercan KURUOGLU ⋅ Yanlong Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1617
Curly Flow Matching for Learning Non-gradient Field Dynamics
Katarina Petrović ⋅ Lazar Atanackovic ⋅ Viggo Moro ⋅ Kacper Kapusniak ⋅ Ismail Ilkan Ceylan ⋅ Michael Bronstein ⋅ Joey Bose ⋅ Alexander Tong
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3205
Tight Generalization Bounds for Large-Margin Halfspaces
Kasper Green Larsen ⋅ Natascha Schalburg
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4400
Solving Inverse Problems with FLAIR
Julius Erbach ⋅ Dominik Narnhofer ⋅ Andreas Dombos ⋅ Bernt Schiele ⋅ Jan Eric Lenssen ⋅ Konrad Schindler
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2912
Strategic Hypothesis Testing
Yatong Chen ⋅ Safwan Hossain ⋅ Yiling Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3508
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
Tianchen Zhao ⋅ Ke Hong ⋅ Xinhao Yang ⋅ Xuefeng Xiao ⋅ Huixia Li ⋅ Feng Ling ⋅ Ruiqi Xie ⋅ SiQi Chen ⋅ Hongyu Zhu ⋅ Zhang Yichong ⋅ Yu Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #604
Learning Latent Variable Models via Jarzynski-adjusted Langevin Algorithm
James Cuin ⋅ Davide Carbone ⋅ O. Deniz Akyildiz
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2814
Incentivizing Truthful Language Models via Peer Elicitation Games
Baiting Chen ⋅ Tong Zhu ⋅ Jiale Han ⋅ Lexin Li ⋅ Gang Li ⋅ Xiaowu Dai
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5318
On the SAC-BL Algorithm for Anomaly Detection
Xinsong Ma ⋅ Jie Wu ⋅ Weiwei Liu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4017
ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data
Patryk Marszałek ⋅ Tomasz Kuśmierczyk ⋅ Witold Wydmański ⋅ Jacek Tabor ⋅ Marek Śmieja
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2613
Bridging Arbitrary and Tree Metrics via Differentiable Gromov Hyperbolicity
Pierre Houédry ⋅ Nicolas Courty ⋅ Florestan Martin-Baillon ⋅ Laetitia Chapel ⋅ Titouan Vayer
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1913
Explainable Reinforcement Learning from Human Feedback to Improve Alignment
Shicheng Liu ⋅ Siyuan Xu ⋅ Wenjie Qiu ⋅ Hangfan Zhang ⋅ Minghui Zhu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2104
Learning Chern Numbers of Multiband Topological Insulators with Gauge Equivariant Neural Networks
Longde Huang ⋅ Oleksandr Balabanov ⋅ Hampus Linander ⋅ Mats Granath ⋅ Daniel Persson ⋅ Jan Gerken
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #603
Sampling from multi-modal distributions with polynomial query complexity in fixed dimension via reverse diffusion
Adrien Vacher ⋅ Omar Chehab ⋅ Anna Korba
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2515
Transferring Causal Effects using Proxies
Manuel Iglesias-Alonso ⋅ Felix Schur ⋅ Julius von Kügelgen ⋅ Jonas Peters
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3309
Maximizing the Value of Predictions in Control: Accuracy Is Not Enough
Yiheng Lin ⋅ Christopher Yeh ⋅ Zaiwei Chen ⋅ Adam Wierman
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2801
LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding
Shen Zhang ⋅ Siyuan Liang ⋅ Yaning Tan ⋅ Zhaowei Chen ⋅ Linze Li ⋅ Ge Wu ⋅ Yuhao Chen ⋅ Shuheng Li ⋅ Zhenyu Zhao ⋅ Caihua Chen ⋅ Jiajun Liang ⋅ Yao Tang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #705
Decreasing Entropic Regularization Averaged Gradient for Semi-Discrete Optimal Transport
Ferdinand Genans ⋅ Antoine Godichon-Baggioni ⋅ François-Xavier Vialard ⋅ Olivier Wintenberger
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #804
A Unified Approach to Submodular Maximization Under Noise
Kshipra Bhawalkar ⋅ Yang Cai ⋅ Zhe Feng ⋅ Christopher Liaw ⋅ Tao Lin
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #703
Enhanced Cyclic Coordinate Descent Methods for Elastic Net Penalized Linear Models
Yixiao Wang ⋅ Zishan Shao ⋅ Ting Jiang ⋅ Aditya Devarakonda
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3714
Kuramoto Orientation Diffusion Models
Yue Song ⋅ Andy Keller ⋅ Sevan Brodjian ⋅ Takeru Miyato ⋅ Yisong Yue ⋅ Pietro Perona ⋅ Max Welling
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3010
In-context Learning of Linear Dynamical Systems with Transformers: Approximation Bounds and Depth-separation
Frank Cole ⋅ Yuxuan Zhao ⋅ Yulong Lu ⋅ Tianhao Zhang
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1915
Private Training Large-scale Models with Efficient DP-SGD
Liangyu Wang ⋅ Junxiao Wang ⋅ Jie Ren ⋅ Zihang Xiang ⋅ David Keyes ⋅ Di Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2402
Constrained Posterior Sampling: Time Series Generation with Hard Constraints
Sai Shankar Narasimhan ⋅ Shubhankar Agarwal ⋅ Litu Rout ⋅ Sanjay Shakkottai ⋅ Sandeep Chinchali
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2907
Rescaled Influence Functions: Accurate Data Attribution in High Dimension
Ittai Rubinstein ⋅ Samuel Hopkins
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3518
Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning
Ali Taghibakhshi ⋅ Sharath Turuvekere Sreenivas ⋅ Saurav Muralidharan ⋅ Marcin Chochowski ⋅ Yashaswi Karnati ⋅ Raviraj Joshi ⋅ Ameya Mahabaleshwarkar ⋅ ZIJIA CHEN ⋅ Yoshi Suhara ⋅ Oluwatobi Olabiyi ⋅ Daniel Korzekwa ⋅ Mostofa Patwary ⋅ Mohammad Shoeybi ⋅ Jan Kautz ⋅ Bryan Catanzaro ⋅ Ashwath Aithal ⋅ Nima Tajbakhsh ⋅ Pavlo Molchanov
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #202
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
Dennis Wei ⋅ Inkit Padhi ⋅ Soumya Ghosh ⋅ Amit Dhurandhar ⋅ Karthikeyan Natesan Ramamurthy ⋅ Maria Chang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3506
MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention
Can Yaras ⋅ Alec Xu ⋅ Pierre Abillama ⋅ Changwoo Lee ⋅ Laura Balzano
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #802
Neural Combinatorial Optimization for Time-Dependent Traveling Salesman Problem
Ruixiao Yang ⋅ Chuchu Fan
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3012
Regularized least squares learning with heavy-tailed noise is minimax optimal
Mattes Mollenhauer ⋅ Nicole Muecke ⋅ Dimitri Meunier ⋅ Arthur Gretton
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2016
Intrinsic Goals for Autonomous Agents: Model-Based Exploration in Virtual Zebrafish Predicts Ethological Behavior and Whole-Brain Dynamics
Reece Keller ⋅ Alyn Kirsch ⋅ Felix Pei ⋅ Xaq Pitkow ⋅ Leo Kozachkov ⋅ Aran Nayebi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4517
Learning Generalizable Shape Completion with SIM(3) Equivariance
Yuqing Wang ⋅ Zhaiyu Chen ⋅ Xiaoxiang Zhu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3505
PaTH Attention: Position Encoding via Accumulating Householder Transformations
Songlin Yang ⋅ Yikang Shen ⋅ Kaiyue Wen ⋅ Shawn Tan ⋅ Mayank Mishra ⋅ Liliang Ren ⋅ Rameswar Panda ⋅ Yoon Kim
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #803
Online Two-Stage Submodular Maximization
Iasonas Nikolaou ⋅ Miltiadis Stouras ⋅ Stratis Ioannidis ⋅ Evimaria Terzi
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4407
RGB-Only Supervised Camera Parameter Optimization in Dynamic Scenes
Fang Li ⋅ Hao Zhang ⋅ Narendra Ahuja
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #505
Quantifying Uncertainty in the Presence of Distribution Shifts
Yuli Slavutsky ⋅ David Blei
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2009
$i$MIND: Insightful Multi-subject Invariant Neural Decoding
Zixiang Yin ⋅ Jiarui Li ⋅ Zhengming Ding
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2811
Thumb on the Scale: Optimal Loss Weighting in Last Layer Retraining
Nathan Stromberg ⋅ Christos Thrampoulidis ⋅ Lalitha Sankar
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1209
GeoClip: Geometry-Aware Clipping for Differentially Private SGD
Atefeh Gilani ⋅ Naima Tasnim ⋅ Lalitha Sankar ⋅ Oliver Kosut
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4404
Hi3DEval: Advancing 3D Generation Evaluation with Hierarchical Validity
Yuhan Zhang · Long Zhuo · Ziyang Chu · Tong Wu · Zhibing Li · Liang Pan · Dahua Lin · Ziwei Liu
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3005
Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
Andrea Montanari ⋅ Pierfrancesco Urbani
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3209
Certifying Stability of Reinforcement Learning Policies using Generalized Lyapunov Functions
Kehan Long ⋅ Jorge Cortes ⋅ Nikolay Atanasov
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3907
Lost in Transmission: When and Why LLMs Fail to Reason Globally
Tobias Schnabel ⋅ Kiran Tomlinson ⋅ Adith Swaminathan ⋅ Jennifer Neville
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1911
MoME: Mixture of Matryoshka Experts for Audio-Visual Speech Recognition
Umberto Cappellazzo ⋅ Minsu Kim ⋅ Pingchuan Ma ⋅ Honglie Chen ⋅ Xubo Liu ⋅ Stavros Petridis ⋅ Maja Pantic
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1113
On the Coexistence and Ensembling of Watermarks
Aleksandar Petrov ⋅ Shruti Agarwal ⋅ Philip Torr ⋅ Adel Bibi ⋅ John Collomosse
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4919
Bringing SAM to new heights: leveraging elevation data for tree crown segmentation from drone imagery
Mélisande Teng ⋅ Arthur Ouaknine ⋅ Etienne Laliberté ⋅ Yoshua Bengio ⋅ David Rolnick ⋅ Hugo Larochelle
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #214
Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data
Lingkai Kong ⋅ Haichuan Wang ⋅ Tonghan Wang ⋅ GUOJUN XIONG ⋅ Milind Tambe
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4413
Dynamic Gaussian Splatting from Defocused and Motion-blurred Monocular Videos
Xuankai Zhang ⋅ Junjin Xiao ⋅ Qing Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2011
BaRISTA: Brain Scale Informed Spatiotemporal Representation of Human Intracranial Neural Activity
Lucine L Oganesian ⋅ Saba Hashemi ⋅ Maryam Shanechi
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #507
Synergy Between the Strong and the Weak: Spiking Neural Networks are Inherently Self-Distillers
Yongqi Ding ⋅ Lin Zuo ⋅ Mengmeng Jing ⋅ Kunshan Yang ⋅ Pei He ⋅ Tonglan Xie
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4417
FlexWorld: Progressively Expanding 3D Scenes for Flexible-View Exploration
Luxi Chen ⋅ Zihan Zhou ⋅ Min Zhao ⋅ Yikai Wang ⋅ Ge Zhang ⋅ Wenhao Huang ⋅ Hao Sun ⋅ Ji-Rong Wen ⋅ Chongxuan LI
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #306
Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning
Yaorui Shi ⋅ Sihang Li ⋅ Chang Wu ⋅ ZHIYUAN LIU ⋅ Junfeng Fang ⋅ Hengxing Cai ⋅ An Zhang ⋅ Xiang Wang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1714
Bilevel Network Learning via Hierarchically Structured Sparsity
Jiayi Fan ⋅ Jingyuan Yang ⋅ Shuangge Ma ⋅ Mengyun Wu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3701
LayerNavigator: Finding Promising Intervention Layers for Efficient Activation Steering in Large Language Models
Hao Sun ⋅ Huailiang Peng ⋅ Qiong Dai ⋅ Xu Bai ⋅ Yanan Cao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3603
PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation
Ziyan Wang ⋅ Sizhe Wei ⋅ Xiaoming Huo ⋅ Hao Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3608
Exploring the Design Space of Diffusion Bridge Models
Shaorong Zhang ⋅ Yuanbin Cheng ⋅ Greg Ver Steeg
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4619
OpenMMEgo: Enhancing Egocentric Understanding for LMMs with Open Weights and Data
Hao Luo ⋅ Zihao Yue ⋅ Wanpeng Zhang ⋅ Yicheng Feng ⋅ Sipeng Zheng ⋅ Deheng Ye ⋅ Zongqing Lu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3600
SAS: Simulated Attention Score
Chuanyang Zheng ⋅ Jiankai Sun ⋅ Yihang Gao ⋅ Yuehao Wang ⋅ Peihao Wang ⋅ Jing Xiong ⋅ Liliang Ren ⋅ Hao Cheng ⋅ Janardhan Kulkarni ⋅ yelong shen ⋅ Zhangyang "Atlas" Wang ⋅ Mac Schwager ⋅ Anderson Schneider ⋅ Xiaodong Liu ⋅ Jianfeng Gao
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1910
Learning to Watermark: A Selective Watermarking Framework for Large Language Models via Multi-Objective Optimization
Chenrui Wang ⋅ Junyi Shu ⋅ Billy Chiu ⋅ YU LI ⋅ Saleh Alharbi ⋅ Min zhang ⋅ Jing Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5106
Real-Time Scene-Adaptive Tone Mapping for High-Dynamic Range Object Detection
Gongzhe Li ⋅ Linwei Qiu ⋅ Peibei Cao ⋅ Fengying Xie ⋅ Xiangyang Ji ⋅ Qilin Sun
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2605
Contrastive Self-Supervised Learning As Neural Manifold Packing
Guanming Zhang ⋅ David Heeger ⋅ Stefano Martiniani
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4611
InfMasking: Unleashing Synergistic Information by Contrastive Multimodal Interactions
Liangjian Wen ⋅ Qun Dai ⋅ Jianzhuang Liu ⋅ Jiangtao Zheng ⋅ Yong Dai ⋅ Dongkai Wang ⋅ Zhao Kang ⋅ Jun Wang ⋅ Zenglin Xu ⋅ Jiang Duan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3504
FAME: Adaptive Functional Attention with Expert Routing for Function-on-Function Regression
Yifei Gao ⋅ Yong Chen ⋅ Chen Zhang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3000
Precise Asymptotics and Refined Regret of Variance-Aware UCB
Yingying Fan ⋅ Yuxuan Han ⋅ Jinchi Lv ⋅ Xiaocong Xu ⋅ Zhengyuan Zhou
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4319
Simple Distillation for One-Step Diffusion Models
Huaisheng Zhu ⋅ Teng Xiao ⋅ Shijie Zhou ⋅ Zhimeng Guo ⋅ Hangfan Zhang ⋅ Siyuan Xu ⋅ Vasant Honavar
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3705
Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models
Yingqing Guo ⋅ Yukang Yang ⋅ Hui Yuan ⋅ Mengdi Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2512
Agents Robust to Distribution Shifts Learn Causal World Models Even Under Mediation
Matteo Ceriscioli ⋅ Karthika Mohan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4814
InstructRestore: Region-Customized Image Restoration with Human Instructions
Shuaizheng Liu ⋅ Jianqi Ma ⋅ Lingchen Sun ⋅ Xiangtao Kong ⋅ Lei Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4411
Learning Neural Exposure Fields for View Synthesis
Michael Niemeyer ⋅ Fabian Manhardt ⋅ Marie-Julie Rakotosaona ⋅ Michael Oechsle ⋅ Christina Tsalicoglou ⋅ Keisuke Tateno ⋅ Jonathan Barron ⋅ Federico Tombari
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #108
CovMatch: Cross-Covariance Guided Multimodal Dataset Distillation with Trainable Text Encoder
Yongmin Lee ⋅ Hye Won Chung
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4911
Differentiable Hierarchical Visual Tokenization
Marius Aasan ⋅ Martine Hjelkrem Tan ⋅ Nico Catalano ⋅ Changkyu Choi ⋅ Adín Ramírez Rivera
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2902
Understanding LLM Behaviors via Compression: Data Generation, Knowledge Acquisition and Scaling Laws
Zhixuan Pan ⋅ Shaowen Wang ⋅ Liao Pengfei ⋅ Jian Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4811
MotionBind: Multi-Modal Human Motion Alignment for Retrieval, Recognition, and Generation
Kaleab Kinfu ⋅ Rene Vidal
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4208
RoomEditor: High-Fidelity Furniture Synthesis with Parameter-Sharing U-Net
Zhenyi Lin ⋅ Xiaofan Ming ⋅ Qilong Wang ⋅ Dongwei Ren ⋅ Wangmeng Zuo ⋅ Qinghua Hu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1814
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
Junteng Liu ⋅ Yuanxiang Fan ⋅ Jiang Zhuo ⋅ Han Ding ⋅ Yongyi Hu ⋅ Chi Zhang ⋅ Yiqi Shi ⋅ Shitong Weng ⋅ Aili Chen ⋅ Shiqi Chen ⋅ Mozhi Zhang ⋅ Pengyu Zhao ⋅ Junxian He
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4818
Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning
Pengxiang Li ⋅ Zhi Gao ⋅ Bofei Zhang ⋅ Yapeng Mi ⋅ Xiaojian (Shawn) Ma ⋅ Chenrui Shi ⋅ Tao Yuan ⋅ Yuwei Wu ⋅ Yunde Jia ⋅ Song-Chun Zhu ⋅ Qing Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1300
Analogy-based Multi-Turn Jailbreak against Large Language Models
Mengjie Wu ⋅ Yihao Huang ⋅ Zhenjun Lin ⋅ Kangjie Chen ⋅ Yuyang zhang ⋅ Yuhan Huang ⋅ Run Wang ⋅ Lina Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4711
Confusion-Driven Self-Supervised Progressively Weighted Ensemble Learning for Non-Exemplar Class Incremental Learning
Kai Hu ⋅ Zhang Yu ⋅ Yuan Zhang ⋅ Zhineng Chen ⋅ Xieping Gao
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3011
Tackling Biased Evaluators in Dueling Bandits
Ming Tang ⋅ Yuxuan Zhou ⋅ Chao Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1806
Cypher-RI: Reinforcement Learning for Integrating Schema Selection into Cypher Generation
Hanchen Su ⋅ Xuyuan Li ⋅ Yan Zhou ⋅ zhuoyi lu ⋅ Ziwei Chai ⋅ Haozheng Wang ⋅ Chen Zhang ⋅ YANG YANG
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4007
Masked Diffusion Models as Energy Minimization
Sitong Chen ⋅ Shen Nie ⋅ Jiacheng Sun ⋅ Zijin Feng ⋅ Zhenguo Li ⋅ Ji-Rong Wen ⋅ Chongxuan LI
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1208
Privacy amplification by random allocation
Moshe Shenfeld ⋅ Vitaly Feldman
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #813
Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs
Guoliang He ⋅ Youhe Jiang ⋅ Wencong Xiao ⋅ Jiang Kaihua ⋅ Shuguang Wang ⋅ Jun Wang ⋅ Du Zixian ⋅ Zhuo Jiang ⋅ Xinlei Zhang ⋅ Binhang Yuan ⋅ Eiko Yoneki
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1513
Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment
Kaixun Jiang ⋅ Zhaoyu Chen ⋅ HaiJing Guo ⋅ Jinglun Li ⋅ Jiyuan Fu ⋅ Pinxue Guo ⋅ Hao Tang ⋅ Bo Li ⋅ Wenqiang Zhang
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3904
From Condensation to Rank Collapse: A Two-Stage Analysis of Transformer Training Dynamics
Zheng-An Chen ⋅ Tao Luo
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3001
Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel–Young Losses
Yuzhou Cao ⋅ Han Bao ⋅ Lei Feng ⋅ Bo An
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2909
Impartial Selection with Predictions
Javier Cembrano ⋅ Felix Fischer ⋅ Max Klimm
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4805
From Human Attention to Diagnosis: Semantic Patch-Level Integration of Vision-Language Models in Medical Imaging
Dmitry Lvov ⋅ Ilya Pershin
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3409
GradMetaNet: An Equivariant Architecture for Learning on Gradients
Yoav Gelberg ⋅ Yam Eitan ⋅ Aviv Navon ⋅ Aviv Shamsian ⋅ Theo Putterman ⋅ Michael Bronstein ⋅ Haggai Maron
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3709
Tracing the Roots: Leveraging Temporal Dynamics in Diffusion Trajectories for Origin Attribution
Andreas Floros ⋅ Seyed-Mohsen Moosavi-Dezfooli ⋅ Pier Luigi Dragotti
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4301
Improving Video Generation with Human Feedback
Jie Liu ⋅ Gongye Liu ⋅ Jiajun Liang ⋅ Ziyang Yuan ⋅ Xiaokun Liu ⋅ Mingwu Zheng ⋅ Xiele Wu ⋅ Qiulin Wang ⋅ Menghan Xia ⋅ Xintao Wang ⋅ Xiaohong Liu ⋅ Fei Yang ⋅ Pengfei Wan ⋅ Di ZHANG ⋅ Kun Gai ⋅ Yujiu Yang ⋅ Wanli Ouyang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #602
Sampling by averaging: A multiscale approach to score estimation
Paula Cordero-Encinar ⋅ Andrew Duncan ⋅ Sebastian Reich ⋅ O. Deniz Akyildiz
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4511
3D Visual Illusion Depth Estimation
Chengtang Yao ⋅ Zhidan Liu ⋅ Jiaxi Zeng ⋅ Lidong Yu ⋅ Yuwei Wu ⋅ Yunde Jia
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3815
Logical Expressiveness of Graph Neural Networks with Hierarchical Node Individualization
Arie Soeteman ⋅ Balder ten Cate
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4916
CamSAM2: Segment Anything Accurately in Camouflaged Videos
Yuli Zhou ⋅ Yawei Li ⋅ Yuqian Fu ⋅ Luca Benini ⋅ Ender Konukoglu ⋅ Guolei Sun
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #103
Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian Framework
Thomson Yen ⋅ Andrew Siah ⋅ Haozhe Chen ⋅ C. Guetta ⋅ Tianyi Peng ⋅ Hongseok Namkoong
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2602
Joint Hierarchical Representation Learning of Samples and Features via Informed Tree-Wasserstein Distance
Ya-Wei Eileen Lin ⋅ Ronald Coifman ⋅ Gal Mishne ⋅ Ronen Talmon
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3703
Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators
Jongwoo Ko ⋅ Sungnyun Kim ⋅ Sungwoo Cho ⋅ Se-Young Yun
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5416
AlignedGen: Aligning Style Across Generated Images
Jiexuan Zhang ⋅ Yiheng Du ⋅ Qian Wang ⋅ Weiqi Li ⋅ Yu Gu ⋅ Jian Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4810
Automatic Synthetic Data and Fine-grained Adaptive Feature Alignment for Composed Person Retrieval
Delong Liu ⋅ Haiwen Li ⋅ Zhaohui Hou ⋅ Zhicheng Zhao ⋅ Fei Su ⋅ Yuan Dong
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3912
Reproducing Kernel Banach Space Models for Neural Networks with Application to Rademacher Complexity Analysis
Alistair Shilton ⋅ Sunil Gupta ⋅ Santu Rana ⋅ Svetha Venkatesh
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1914
FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing
Shoutao Guo ⋅ Shaolei Zhang ⋅ Qingkai Fang ⋅ Zhengrui Ma ⋅ Min zhang ⋅ Yang Feng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1301
Reliable Decision‑Making via Calibration‑Oriented Retrieval‑Augmented Generation
Chaeyun Jang ⋅ Deukhwan Cho ⋅ Seanie Lee ⋅ Hyungi Lee ⋅ Juho Lee
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #915
Preference-Guided Diffusion for Multi-Objective Offline Optimization
Yashas Annadani ⋅ Syrine Belakaria ⋅ Stefano Ermon ⋅ Stefan Bauer ⋅ Barbara Engelhardt
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #405
Continuous Soft Actor-Critic: An Off-Policy Learning Method Robust to Time Discretization
Huimin Han ⋅ Shaolin Ji
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #207
RePO: Understanding Preference Learning Through ReLU-Based Optimization
Junkang Wu ⋅ Kexin Huang ⋅ xue wang ⋅ Jinyang Gao ⋅ Bolin Ding ⋅ Jiancan Wu ⋅ Xiangnan He ⋅ Xiang Wang
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1409
MetaDefense: Defending Fine-tuning based Jailbreak Attack Before and During Generation
Weisen Jiang ⋅ Sinno Pan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1007
Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models
Mateusz Pach ⋅ Shyamgopal Karthik ⋅ Quentin Bouniot ⋅ Serge Belongie ⋅ Zeynep Akata
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5017
Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
Yi Xiao ⋅ Qiangqiang Yuan ⋅ Kui Jiang ⋅ Wenke Huang ⋅ Qiang Zhang ⋅ Tingting Zheng ⋅ Chia-Wen Lin ⋅ Liangpei Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5315
Feedback Guidance of Diffusion Models
Felix Koulischer ⋅ Florian Handke ⋅ Johannes Deleu ⋅ Thomas Demeester ⋅ Luca Ambrogioni
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1508
MonoLift: Learning 3D Manipulation Policies from Monocular RGB via Distillation
Ziru Wang ⋅ Mengmeng Wang ⋅ Guang Dai ⋅ Yongliu Long ⋅ Jingdong Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #308
General-Reasoner: Advancing LLM Reasoning Across All Domains
Xueguang Ma ⋅ Qian Liu ⋅ Dongfu Jiang ⋅ Ge Zhang ⋅ Zejun MA ⋅ Wenhu Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5501
Large Language Bayes
Justin Domke
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3708
RoMa: A Robust Model Watermarking Scheme for Protecting IP in Diffusion Models
Yingsha Xie ⋅ Rui Min ⋅ Zeyu Qin ⋅ Fei Ma ⋅ Li Shen ⋅ Fei Yu ⋅ Xiaochun Cao
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4105
70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
Tianyi Zhang ⋅ Mohsen Hariri ⋅ Shaochen (Henry) Zhong ⋅ Vipin Chaudhary ⋅ Yang Sui ⋅ Xia Hu ⋅ Anshumali Shrivastava
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4419
LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
Wanhua Li ⋅ Yujie Zhao ⋅ Minghan Qin ⋅ Yang Liu ⋅ Yuanhao Cai ⋅ Chuang Gan ⋅ Hanspeter Pfister
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3109
Distributed Multi-Agent Bandits Over Erdős-Rényi Random Networks
Jingyuan Liu ⋅ Hao Qiu ⋅ Lin Yang ⋅ Mengfan Xu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5506
RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction across Domains
Tianle Pu ⋅ Zijie Geng ⋅ Haoyang Liu ⋅ Shixuan Liu ⋅ Jie Wang ⋅ Li Zeng ⋅ Chao Chen ⋅ Changjun Fan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2915
No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need!
Francesco Emanuele Stradi ⋅ Matteo Castiglioni ⋅ Alberto Marchesi ⋅ Nicola Gatti ⋅ Christian Kroer
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #902
Gradient Multi-Normalization for Efficient LLM Training
Meyer Scetbon ⋅ Chao Ma ⋅ Wenbo Gong ⋅ Ted Meeds
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1304
A Theory for Worst-Case vs. Average-Case Guarantees for LLMs
Noga Amit ⋅ Shafi Goldwasser ⋅ Orr Paradise ⋅ Guy Rothblum
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #511
Flow based approach for Dynamic Temporal Causal models with non-Gaussian or Heteroscedastic Noises
Abdellah Rahmani ⋅ Pascal Frossard
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #607
Discrete Neural Flow Samplers with Locally Equivariant Transformer
Zijing Ou ⋅ Ruixiang Zhang ⋅ Yingzhen Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2800
$\texttt{G1}$: Teaching LLMs to Reason on Graphs with Reinforcement Learning
Xiaojun Guo ⋅ Ang Li ⋅ Yifei Wang ⋅ Stefanie Jegelka ⋅ Yisen Wang
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4201
Mind-the-Glitch: Visual Correspondence for Detecting Inconsistencies in Subject-Driven Generation
Abdelrahman Eldesokey ⋅ Aleksandar Cvejić ⋅ Bernard Ghanem ⋅ Peter Wonka
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2212
FreqPolicy: Efficient Flow-based Visuomotor Policy via Frequency Consistency
Yifei Su ⋅ Ning Liu ⋅ Dong Chen ⋅ Zhen Zhao ⋅ Kun Wu ⋅ Meng Li ⋅ Zhiyuan Xu ⋅ Zhengping Che ⋅ Jian Tang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #303
Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs
Hao Kang ⋅ Qingru Zhang ⋅ Han Cai ⋅ Weiyuan Xu ⋅ Tushar Krishna ⋅ Yilun Du ⋅ Tsachy Weissman
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3103
Instance-Dependent Regret Bounds for Nonstochastic Linear Partial Monitoring
Federico Di Gennaro ⋅ Khaled Eldowa ⋅ Nicolò Cesa-Bianchi
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2416
TokMan:Tokenize Manhattan Mask Optimization for Inverse Lithography
Yiwen Wu ⋅ Yuyang Chen ⋅ Ye Xia ⋅ Yao Zhao ⋅ Jingya Wang ⋅ Xuming He ⋅ Hao GENG ⋅ Jingyi Yu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4412
RaySt3R: Predicting Novel Depth Maps for Zero-Shot Object Completion
Bardienus Duisterhof ⋅ Jan Oberst ⋅ Bowen Wen ⋅ Stan Birchfield ⋅ Deva Ramanan ⋅ Jeffrey Ichnowski
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2809
ComRank: Ranking Loss for Multi-Label Complementary Label Learning
Jing-Yi Zhu ⋅ Yi Gao ⋅ Miao Xu ⋅ Min-Ling Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #413
Skill-Driven Neurosymbolic State Abstractions
Alper Ahmetoglu ⋅ Steven James ⋅ Cameron Allen ⋅ Sam Lobel ⋅ David Abel ⋅ George Konidaris
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #805
Improved Algorithms for Fair Matroid Submodular Maximization
Sepideh Mahabadi ⋅ Sherry Sarkar ⋅ Jakub Tarnawski
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3919
Latency NMS Attacks: Is It Real Life or Is It Just Fantasy?
Jean-Philippe Monteuuis ⋅ Cong Chen ⋅ Jonathan Petit
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1500
Latent Retrieval Augmented Generation of Cross-Domain Protein Binders
Zishen Zhang ⋅ Xiangzhe Kong ⋅ Wenbing Huang ⋅ Yang Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3204
Lyapunov-Stable Adaptive Control for Multimodal Concept Drift
Tianyu Pan ⋅ Mengdi Zhu ⋅ Alexa Cole ⋅ Ronald Wilson ⋅ Damon Woodard
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2510
Statistical Inference for Gradient Boosting Regression
Haimo Fang ⋅ Kevin Tan ⋅ Giles Hooker
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1306
Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution Detection
Cong Zeng ⋅ Shengkun Tang ⋅ Yuanzhou Chen ⋅ Zhiqiang Shen ⋅ Wenchao Yu ⋅ Xujiang Zhao ⋅ Haifeng Chen ⋅ Wei Cheng ⋅ Zhiqiang Xu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3812
Pruning Spurious Subgraphs for Graph Out-of-Distribution Generalization
Tianjun Yao ⋅ Haoxuan Li ⋅ Yongqiang Chen ⋅ Tongliang Liu ⋅ Le Song ⋅ Eric Xing ⋅ Zhiqiang Shen
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3302
Minimum Width for Deep, Narrow MLP: A Diffeomorphism Approach
Geonho Hwang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5019
Bézier Splatting for Fast and Differentiable Vector Graphics Rendering
Xi Liu ⋅ Chaoyi Zhou ⋅ Nanxuan Zhao ⋅ Siyu Huang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3006
Riemannian Proximal Sampler for High-accuracy Sampling on Manifolds
Yunrui Guan ⋅ Krishnakumar Balasubramanian ⋅ Shiqian Ma
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #900
FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees
Hoang Nguyen ⋅ Priya Donti
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2513
Prediction-Powered Causal Inferences
Riccardo Cadei ⋅ Ilker Demirel ⋅ Piersilvio De Bartolomeis ⋅ Lukas Lindorfer ⋅ Sylvia Cremer ⋅ Cordelia Schmid ⋅ Francesco Locatello
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #606
Small Resamples, Sharp Guarantees: Convergence Rates for Resampled Studentized Quantile Estimators
Imon Banerjee ⋅ Sayak Chakrabarty
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3707
Nested Learning: The Illusion of Deep Learning Architectures
Ali Behrouz ⋅ Meisam Razaviyayn ⋅ Peilin Zhong ⋅ Vahab Mirrokni
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #609
Low-Rank Graphon Learning for Networks
Xinyuan Fan ⋅ Feiyan Ma ⋅ Chenlei Leng ⋅ Weichi Wu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3607
AltLoRA: Towards Better Gradient Approximation in Low-Rank Adaptation with Alternating Projections
Xin Yu ⋅ Yujia Wang ⋅ Jinghui Chen ⋅ Lingzhou Xue
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1100
Robust Distortion-Free Watermark for Autoregressive Audio Generation Models
Yihan Wu ⋅ Georgios Milis ⋅ Ruibo Chen ⋅ Heng Huang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3301
Fully Dynamic Algorithms for Chamfer Distance
Gramoz Goranci ⋅ Shaofeng Jiang ⋅ Peter Kiss ⋅ Eva Szilagyi ⋅ Qiaoyuan Yang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4901
Learning the Wrong Lessons: Syntactic-Domain Spurious Correlations in Language Models
Chantal Shaib ⋅ Vinith Suriyakumar ⋅ Byron Wallace ⋅ Marzyeh Ghassemi
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3516
Dimensional Collapse in VQVAEs: Evidence and Remedies
Jiayou Zhang ⋅ Yifan Shen ⋅ Guangyi Chen ⋅ Le Song ⋅ Eric Xing
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #200
T-SHIRT: Token-Selective Hierarchical Data Selection for Instruction Tuning
Yanjun Fu ⋅ Faisal Hamman ⋅ Sanghamitra Dutta
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2201
INC: An Indirect Neural Corrector for Auto-Regressive Hybrid PDE Solvers
Hao Wei ⋅ Aleksandra Franz ⋅ Björn List ⋅ Nils Thuerey
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1702
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
Ibrahim Ethem Hamamci ⋅ Sezgin Er ⋅ Suprosanna Shit ⋅ Hadrien Reynaud ⋅ Dong Yang ⋅ Pengfei Guo ⋅ Marc Edgar ⋅ Daguang Xu ⋅ Bernhard Kainz ⋅ Bjoern Menze
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3512
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training
Jintao Zhang ⋅ Jia wei ⋅ Haoxu Wang ⋅ Pengle Zhang ⋅ Xiaoming Xu ⋅ Haofeng Huang ⋅ Kai Jiang ⋅ Jianfei Chen ⋅ Jun Zhu
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2703
MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
Ke Wang ⋅ Yiming QIN ⋅ Nikolaos Dimitriadis ⋅ Alessandro Favero ⋅ Pascal Frossard
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2316
ReSim: Reliable World Simulation for Autonomous Driving
Jiazhi Yang ⋅ Kashyap Chitta ⋅ Shenyuan Gao ⋅ Long Chen ⋅ Yuqian Shao ⋅ Xiaosong Jia ⋅ Hongyang Li ⋅ Andreas Geiger ⋅ Xiangyu Yue ⋅ Li Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3619
Learning to Integrate Diffusion ODEs by Averaging the Derivatives
Wenze Liu ⋅ Xiangyu Yue
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4819
BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning
Jianyang Gu ⋅ Sam Stevens ⋅ Elizabeth Campolongo ⋅ Matthew Thompson ⋅ Net Zhang ⋅ Jiaman Wu ⋅ Andrei Kopanev ⋅ Zheda Mai ⋅ Alexander White ⋅ James Balhoff ⋅ Wasila Dahdul ⋅ Daniel Rubenstein ⋅ Hilmar Lapp ⋅ Tanya Berger-Wolf ⋅ Wei-Lun (Harry) Chao ⋅ Yu Su
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #907
Pay Attention to Small Weights
chao zhou ⋅ Tom Jacobs ⋅ Advait Gadhikar ⋅ Rebekka Burkholz
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2906
Walking the Tightrope: Autonomous Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning
Xiaoyu Yang ⋅ Jie Lu ⋅ En Yu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3910
RSAVQ: Riemannian Sensitivity-Aware Vector Quantization for Large Language Models
Zukang Xu ⋅ Xing Hu ⋅ Qiang Wu ⋅ Dawei Yang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4014
Sherlock: Self-Correcting Reasoning in Vision-Language Models
Yi Ding ⋅ Ruqi Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1511
Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation
Xiao Cui ⋅ Yulei Qin ⋅ Wengang Zhou ⋅ Hongsheng Li ⋅ Houqiang Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4206
Training-Free Efficient Video Generation via Dynamic Token Carving
Yuechen Zhang ⋅ Jinbo Xing ⋅ bin xia ⋅ Shaoteng Liu ⋅ Bohao PENG ⋅ Xin Tao ⋅ Pengfei Wan ⋅ Eric Lo ⋅ Jiaya Jia
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4803
Where Does It Exist from the Low-Altitude: Spatial Aerial Video Grounding
Yang Zhan ⋅ Yuan Yuan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1514
SE-GUI: Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
Xinbin Yuan ⋅ Jian Zhang ⋅ Kaixin Li ⋅ Zhuoxuan Cai ⋅ Lujian Yao ⋅ Jie Chen ⋅ Enguang Wang ⋅ Qibin Hou ⋅ Jinwei Chen ⋅ Peng-Tao Jiang ⋅ Bo Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2802
Curriculum Abductive Learning
Wen-Chao Hu ⋅ Qi-Jie Li ⋅ Lin-Han Jia ⋅ Cunjing Ge ⋅ Yu-Feng Li ⋅ Yuan Jiang ⋅ Zhi-Hua Zhou
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2616
Exploring Tradeoffs through Mode Connectivity for Multi-Task Learning
Zhipeng Zhou ⋅ Ziqiao Meng ⋅ Pengcheng Wu ⋅ Peilin Zhao ⋅ Chunyan Miao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4210
Smooth and Flexible Camera Movement Synthesis via Temporal Masked Generative Modeling
Chenghao Xu ⋅ guangtao lyu ⋅ Jiexi Yan ⋅ Muli Yang ⋅ Cheng Deng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #409
STAIR: Addressing Stage Misalignment through Temporal-Aligned Preference Reinforcement Learning
Yao Luan ⋅ Ni Mu ⋅ Yiqin Yang ⋅ Bo Xu ⋅ Qing-Shan Jia
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3711
High-Order Flow Matching: Unified Framework and Sharp Statistical Rates
Maojiang Su ⋅ Jerry Yao-Chieh Hu ⋅ Yi-Chen Lee ⋅ Ning Zhu ⋅ Jui-Hui Chung ⋅ Shang Wu ⋅ Zhao Song ⋅ Minshuo Chen ⋅ Han Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #410
A Generalized Bisimulation Metric of State Similarity between Markov Decision Processes: From Theoretical Propositions to Applications
Zhenyu Tao ⋅ Wei Xu ⋅ Xiaohu You
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2311
Talk2Event: Grounded Understanding of Dynamic Scenes from Event Cameras
Lingdong Kong ⋅ Dongyue Lu ⋅ Alan Liang ⋅ Rong Li ⋅ Yuhao Dong ⋅ Tianshuai Hu ⋅ Lai Xing Ng ⋅ Wei Ooi ⋅ Benoit Cottereau
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4110
GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection
Xin Gao ⋅ Jiyao Liu ⋅ Guanghao Li ⋅ Yueming Lyu ⋅ Jianxiong Gao ⋅ Weichen Yu ⋅ Ningsheng Xu ⋅ Liang Wang ⋅ Caifeng Shan ⋅ Ziwei Liu ⋅ Chenyang Si
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5007
GTR-Loc: Geospatial Text Regularization Assisted Outdoor LiDAR Localization
Shangshu Yu ⋅ Wen Li ⋅ Xiaotian Sun ⋅ Zhimin Yuan ⋅ Xin Wang ⋅ Sijie Wang ⋅ Rui She ⋅ Cheng Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4702
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query
Wei Chow ⋅ Yuan Gao ⋅ Linfeng Li ⋅ Xian Wang ⋅ Qi Xu ⋅ Hang Song ⋅ Lingdong Kong ⋅ Ran Zhou ⋅ Yi Zeng ⋅ Yidong Cai ⋅ Botian Jiang ⋅ Shilin Xu ⋅ Jiajunzhang ⋅ Minghui Qiu ⋅ Xiangtai Li ⋅ Tianshu Yang ⋅ Siliang Tang ⋅ Juncheng Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2711
All You Need is One: Capsule Prompt Tuning with a Single Vector
Yiyang Liu ⋅ James Liang ⋅ Heng Fan ⋅ Wenhao Yang ⋅ Yiming Cui ⋅ Xiaotian Han ⋅ Lifu Huangg ⋅ Dongfang Liu ⋅ Qifan Wang ⋅ Cheng Han
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4513
Fin3R: Fine-tuning Feed-forward 3D Reconstruction Models via Monocular Knowledge Distillation
Weining Ren ⋅ Hongjun Wang ⋅ Xiao Tan ⋅ Kai Han
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2913
The Price of Opportunity Fairness in Matroid Allocation Problems
Rémi Castera ⋅ Felipe Garrido-Lucero ⋅ Patrick Loiseau ⋅ Simon Mauras ⋅ Mathieu Molina ⋅ Vianney Perchet
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4718
Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs
Qizhe Zhang ⋅ Mengzhen Liu ⋅ Lichen Li ⋅ Ming Lu ⋅ Yuan Zhang ⋅ Junwen Pan ⋅ Qi She ⋅ Shanghang Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5012
ELDET: Early-Learning Distillation with Noisy Labels for Object Detection
Dongmin Choi ⋅ Sangbin Lee ⋅ EungGu Yun ⋅ Jonghyuk Baek ⋅ Frank Park
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3202
Comparing Uniform Price and Discriminatory Multi-Unit Auctions through Regret Minimization
Marius Potfer ⋅ Vianney Perchet
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2103
Geometry Aware Operator Transformer as an efficient and accurate neural surrogate for PDEs on arbitrary domains
Shizheng Wen ⋅ Arsh Kumbhat ⋅ Levi Lingsch ⋅ Sepehr Mousavi ⋅ Yizhou Zhao ⋅ Praveen Chandrashekar ⋅ Siddhartha Mishra
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4804
iFinder: Structured Zero-Shot Vision-Based LLM Grounding for Dash-Cam Video Reasoning
Manyi Yao ⋅ Bingbing Zhuang ⋅ Sparsh Garg ⋅ Amit Roy-Chowdhury ⋅ Christian Shelton ⋅ Manmohan Chandraker ⋅ Abhishek Aich
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5302
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations
Yiyou Sun ⋅ Yu Gai ⋅ Lijie Chen ⋅ Abhilasha Ravichander ⋅ Yejin Choi ⋅ Nouha Dziri ⋅ Dawn Song
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #913
Why Popular MOEAs Are Popular: Proven Advantages in Approximating the Pareto Front
Mingfeng Li ⋅ Qiang Zhang ⋅ Weijie Zheng ⋅ Benjamin Doerr
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5110
Event-Driven Dynamic Scene Depth Completion
Zhiqiang Yan ⋅ Jianhao Jiao ⋅ Zhengxue Wang ⋅ Gim Hee Lee
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4015
Thinkless: LLM Learns When to Think
Gongfan Fang ⋅ Xinyin Ma ⋅ Xinchao Wang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4704
OnlineSplatter: Pose-Free Online 3D Reconstruction for Free-Moving Objects
Mark H. Huang ⋅ Lin Geng Foo ⋅ Christian Theobalt ⋅ Ying Sun ⋅ De Wen Soh
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4905
OmniGaze: Reward-inspired Generalizable Gaze Estimation in the Wild
Hongyu Qu ⋅ Jianan Wei ⋅ Xiangbo Shu ⋅ Yazhou Yao ⋅ Wenguan Wang ⋅ Jinhui Tang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4207
Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation
Agneet Chatterjee ⋅ Rahim Entezari ⋅ Maksym Zhuravinskyi ⋅ Maksim Lapin ⋅ Reshinth Adithyan ⋅ Amit Raj ⋅ Chitta Baral ⋅ Yezhou Yang ⋅ Varun Jampani
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2309
Towards Realistic Earth-Observation Constellation Scheduling: Benchmark and Methodology
Luting Wang ⋅ Yinghao Xiang ⋅ Hongliang Huang ⋅ Dongjun Li ⋅ Chen Gao ⋅ Si Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4303
HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance
Jiazi Bu ⋅ Pengyang Ling ⋅ Yujie Zhou ⋅ Pan Zhang ⋅ Tong Wu ⋅ Xiaoyi Dong ⋅ Yuhang Zang ⋅ Yuhang Cao ⋅ Dahua Lin ⋅ Jiaqi Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3501
CAT: Circular-Convolutional Attention for Sub-Quadratic Transformers
Yoshihiro Yamada
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2012
MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks
Dengfeng Xue ⋅ Wenjuan Li ⋅ Yifan Lu ⋅ chunfeng yuan ⋅ Yufan Liu ⋅ Wei Liu ⋅ Man Yao ⋅ Li Yang ⋅ Guoqi Li ⋅ Bing Li ⋅ Stephen Maybank ⋅ Weiming Hu ⋅ Zhetao Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5008
Unraveling Metameric Dilemma for Spectral Reconstruction: A High-Fidelity Approach via Semi-Supervised Learning
Xingxing Yang ⋅ Jie Chen ⋅ Zaifeng Yang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #412
Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning
Xiaoxue Cheng ⋅ Junyi Li ⋅ Zhenduo Zhang ⋅ Xinyu Tang ⋅ Xin Zhao ⋅ Xinyu Kong ⋅ Zhiqiang Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3406
Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning
Jie Cheng ⋅ Gang Xiong ⋅ Ruixi Qiao ⋅ Lijun Li ⋅ Chao Guo ⋅ Junle Wang ⋅ Yisheng Lv ⋅ Fei-Yue Wang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1614
Learning Urban Climate Dynamics via Physics-Guided Urban Surface–Atmosphere Interactions
Jiyang Xia ⋅ Fenghua Ling ⋅ Zhenhui Jessie Li ⋅ Junjie Yu ⋅ Hongliang Zhang ⋅ David Topping ⋅ LEI BAI ⋅ Zhonghua Zheng
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2202
PhySense: Sensor Placement Optimization for Accurate Physics Sensing
Yuezhou Ma ⋅ Haixu Wu ⋅ Hang Zhou ⋅ Huikun Weng ⋅ Jianmin Wang ⋅ Mingsheng Long
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1404
LoRO: Real-Time on-Device Secure Inference for LLMs via TEE-Based Low Rank Obfuscation
Gaojian Xiong ⋅ Yu Sun ⋅ Jianhua Liu ⋅ Jian Cui ⋅ Jianwei Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4000
Don't be lazy: CompleteP enables compute-efficient deep transformers
Nolan Dey ⋅ Bin Zhang ⋅ Lorenzo Noci ⋅ Mufan Li ⋅ Blake Bordelon ⋅ Shane Bergsma ⋅ Cengiz Pehlevan ⋅ Boris Hanin ⋅ Joel Hestness
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5411
JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent
Yunlong Lin ⋅ Zixu Lin ⋅ Kunjie Lin ⋅ Jinbin Bai ⋅ Panwang Pan ⋅ Chenxin Li ⋅ Haoyu Chen ⋅ Zhongdao Wang ⋅ Xinghao Ding ⋅ Wenbo Li ⋅ Shuicheng Yan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5406
FlexAC: Towards Flexible Control of Associative Reasoning in Multimodal Large Language Models
shengming yuan ⋅ Xinyu Lyu ⋅ Shuailong Wang ⋅ Beitao Chen ⋅ Jingkuan Song ⋅ Lianli Gao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5413
VeriThinker: Learning to Verify Makes Reasoning Model Efficient
Zigeng Chen ⋅ Xinyin Ma ⋅ Gongfan Fang ⋅ Ruonan Yu ⋅ Xinchao Wang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5016
BitMark: Watermarking Bitwise Autoregressive Image Generative Models
Louis Kerner ⋅ Michel Meintz ⋅ Bihe Zhao ⋅ Franziska Boenisch ⋅ Adam Dziedzic
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5405
ShiQ: Bringing back Bellman to LLMs
Pierre Clavier ⋅ Nathan Grinsztajn ⋅ Raphaël Avalos ⋅ Yannis Flet-Berliac ⋅ Irem Ergun ⋅ Omar Darwiche Domingues ⋅ Olivier Pietquin ⋅ Pierre Richemond ⋅ Florian Strub ⋅ Matthieu Geist
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3008
Attention Mechanism, Max-Affine Partition, and Universal Approximation
Hude Liu ⋅ Jerry Yao-Chieh Hu ⋅ Zhao Song ⋅ Han Liu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3416
Pre-Trained Policy Discriminators are General Reward Models
Shihan Dou ⋅ Shichun Liu ⋅ Yuming Yang ⋅ Yicheng Zou ⋅ Yunhua Zhou ⋅ Shuhao Xing ⋅ Chenhao Huang ⋅ Qiming Ge ⋅ haijun Lv ⋅ Demin Song ⋅ Songyang Gao ⋅ Chengqi Lyu ⋅ Enyu Zhou ⋅ Honglin Guo ⋅ Zhiheng Xi ⋅ Qipeng Guo ⋅ Wenwei Zhang ⋅ Tao Gui ⋅ Qi Zhang ⋅ Xipeng Qiu ⋅ Xuanjing Huang ⋅ Kai Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4202
Self-diffusion for Solving Inverse Problems
Guanxiong Luo ⋅ Shoujin Huang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1900
SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
Rui Pan ⋅ Yinwei Dai ⋅ Zhihao Zhang ⋅ Gabriele Oliaro ⋅ Zhihao Jia ⋅ Ravi Netravali
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1706
BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories
Wonjung Park ⋅ Suhyun Ahn ⋅ Maria Hernandez ⋅ Susana Maniega ⋅ Jinah Park
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3318
Avoiding exp(R) scaling in RLHF through Preference-based Exploration
Mingyu Chen ⋅ Yiding Chen ⋅ Wen Sun ⋅ Xuezhou Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5111
Breaking the Discretization Barrier of Continuous Physics Simulation Learning
Fan Xu ⋅ Hao Wu ⋅ Nan Wang ⋅ Lilan Peng ⋅ Kun Wang ⋅ Wei Gong ⋅ Xibin Zhao
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2705
Optimization Inspired Few-Shot Adaptation for Large Language Models
Boyan Gao ⋅ Xin Wang ⋅ Yibo Yang ⋅ David Clifton
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3807
Influence Functions for Edge Edits in Non-Convex Graph Neural Networks
Jaeseung Heo ⋅ Kyeongheung Yun ⋅ Seokwon Yoon ⋅ MoonJeong Park ⋅ Jungseul Ok ⋅ Dongwoo Kim
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1901
Calibrating Translation Decoding with Quality Estimation on LLMs
Di Wu ⋅ Yibin Lei ⋅ Christof Monz
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4518
QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction
Sicheng Zuo ⋅ Wenzhao Zheng ⋅ Xiaoyong Han ⋅ Longchao Yang ⋅ yong pan ⋅ Jiwen Lu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4903
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection
Zhichao Sun ⋅ Huazhang Hu ⋅ Yidong Ma ⋅ Gang Liu ⋅ Yibo Chen ⋅ Xu Tang ⋅ Yao Hu ⋅ Yongchao Xu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4808
TempSamp-R1: Effective Temporal Sampling with Reinforcement Fine-Tuning for Video LLMs
Yunheng Li ⋅ Jing Cheng ⋅ Shaoyong Jia ⋅ Hangyi Kuang ⋅ Shaohui Jiao ⋅ Qibin Hou ⋅ Ming-Ming Cheng
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1701
SAM2Flow: Interactive Optical Flow Estimation with Dual Memory for in vivo Microcirculation Analysis
Luojie Huang ⋅ Ryan Zhang ⋅ Marisa Morakis ⋅ Michaela Taylor-Williams ⋅ Gregory McKay ⋅ Nicholas Durr
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5307
Class-aware Domain Knowledge Fusion and Fission for Continual Test-Time Adaptation
Jiahuan Zhou ⋅ Chao Zhu ⋅ Zhenyu Cui ⋅ Zichen Liu ⋅ Xu Zou ⋅ Gang Hua
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2603
TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
Tonglong Wei ⋅ Yan Lin ⋅ Zeyu Zhou ⋅ Haomin Wen ⋅ Jilin Hu ⋅ Shengnan Guo ⋅ Youfang Lin ⋅ Gao Cong ⋅ Huaiyu Wan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2015
Learning the Plasticity: Plasticity-Driven Learning Framework in Spiking Neural Networks
Guobin Shen ⋅ Dongcheng Zhao ⋅ Yiting Dong ⋅ Yang Li ⋅ Feifei Zhao ⋅ Yi Zeng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3704
SAEMark: Steering Personalized Multilingual LLM Watermarks with Sparse Autoencoders
Zhuohao Yu ⋅ Xingru Jiang ⋅ Weizheng Gu ⋅ Yidong Wang ⋅ Qingsong Wen ⋅ Shikun Zhang ⋅ Wei Ye
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4519
MeshCoder: LLM-Powered Structured Mesh Code Generation from Point Clouds
Bingquan Dai ⋅ Luo Li ⋅ Qihong Tang ⋅ Jie Wang ⋅ Xinyu Lian ⋅ Hao Xu ⋅ Minghan Qin ⋅ Xudong XU ⋅ Bo Dai ⋅ Haoqian Wang ⋅ Zhaoyang Lyu ⋅ Jiangmiao Pang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5306
FOCUS: Unified Vision-Language Modeling for Interactive Editing Driven by Referential Segmentation
Fan Yang ⋅ Yousong Zhu ⋅ Xin Li ⋅ Yufei Zhan ⋅ Hongyin Zhao ⋅ Shurong Zheng ⋅ Yaowei Wang ⋅ Ming Tang ⋅ Jinqiao Wang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #610
Neural Stochastic Flows: Solver-Free Modelling and Inference for SDE Solutions
Naoki Kiyohara ⋅ Edward Johns ⋅ Yingzhen Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3808
MoEMeta: Mixture-of-Experts Meta Learning for Few-Shot Relational Learning
Han Wu ⋅ Jie Yin
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5419
Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
Xiang Hu ⋅ Jiaqi Leng ⋅ Jun Zhao ⋅ Kewei Tu ⋅ Wei Wu
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #211
Adaptive Neighborhood-Constrained Q Learning for Offline Reinforcement Learning
Yixiu Mao ⋅ Yun Qu ⋅ Qi Wang ⋅ Xiangyang Ji
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3706
Efficiently Scaling LLM Reasoning Programs with Certaindex
Yichao Fu ⋅ Junda Chen ⋅ Siqi Zhu ⋅ Fu ⋅ Zhongdongming Dai ⋅ Yonghao Zhuang ⋅ Yian Ma ⋅ Aurick Qiao ⋅ Tajana S Rosing ⋅ Ion Stoica ⋅ Hao Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5018
3DPE-Gaze:Unlocking the Potential of 3D Facial Priors for Generalized Gaze Estimation
Yangshi Ge ⋅ Yiwei Bao ⋅ Feng Lu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4211
FreeInv: Free Lunch for Improving DDIM Inversion
Yuxiang Bao ⋅ Huijie Liu ⋅ xun gao ⋅ Huan Fu ⋅ Guoliang Kang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #311
Mixture-of-Experts Meets In-Context Reinforcement Learning
Wenhao Wu ⋅ Fuhong Liu ⋅ Haoru Li ⋅ Zican Hu ⋅ Daoyi Dong ⋅ Chunlin Chen ⋅ Zhi Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4308
IntrinsiX: High-Quality PBR Generation using Image Priors
Peter Kocsis ⋅ Lukas Höllein ⋅ Matthias Niessner
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #905
Energy Landscape-Aware Vision Transformers: Layerwise Dynamics and Adaptive Task-Specific Training via Hopfield States
Runze Xia ⋅ Richard Jiang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5011
Instant Video Models: Universal Adapters for Stabilizing Image-Based Networks
Matthew Dutson ⋅ Nathan Labiosa ⋅ Yin Li ⋅ Mohit Gupta
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4709
VITRIX-UniViTAR: Unified Vision Transformer with Native Resolution
Limeng Qiao ⋅ Yiyang Gan ⋅ Bairui Wang ⋅ Jie Qin ⋅ Shuang Xu ⋅ Siqi Yang ⋅ Lin Ma
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3201
Dimension-adapted Momentum Outscales SGD
Damien Ferbach ⋅ Katie Everett ⋅ Gauthier Gidel ⋅ Elliot Paquette ⋅ Courtney Paquette
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4205
Imagine360: Immersive 360 Video Generation from Perspective Anchor
Jing Tan ⋅ Shuai Yang ⋅ Tong Wu ⋅ Jingwen He ⋅ Yuwei Guo ⋅ Ziwei Liu ⋅ Dahua Lin
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4414
Omnidirectional 3D Scene Reconstruction from Single Image
Ren Yang ⋅ Jiahao Li ⋅ Yan Lu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4209
Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis
Hengyuan Cao ⋅ Yutong Feng ⋅ Biao Gong ⋅ Yijing Tian ⋅ Yunhong Lu ⋅ Chuang Liu ⋅ Bin Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2601
Generalized Contrastive Learning for Universal Multimodal Retrieval
Jungsoo Lee ⋅ Janghoon Cho ⋅ Hyojin Park ⋅ Durga Malladi ⋅ Kyuwoong Hwang ⋅ Fatih Porikli ⋅ Sungha Choi
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #715
DPAIL: Training Diffusion Policy for Adversarial Imitation Learning without Policy Optimization
Yunseon Choi ⋅ Minchan Jeong ⋅ Soobin Um ⋅ Kee-Eung Kim
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #808
PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference
Jiarui Fang ⋅ Jinzhe Pan ⋅ Aoyu Li ⋅ Xibo Sun ⋅ WANG Jiannan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3308
Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization
Sunay Joshi ⋅ Shayan Kiyani ⋅ George J. Pappas ⋅ Edgar Dobriban ⋅ Hamed Hassani
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1516
Stitch and Tell: A Structured Data Augmentation Method for Spatial Understanding
Yin Hang ⋅ Xiaomin He ⋅ Peiwen Yuan ⋅ Yiwei Li ⋅ Jiayi Shi ⋅ Wenxiao Fan ⋅ Shaoxiong Feng ⋅ Prof. Kan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #415
Rectifying Shortcut Behaviors in Preference-based Reward Learning
Wenqian Ye ⋅ Guangtao Zheng ⋅ Aidong Zhang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4816
HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios
Kunyu Peng ⋅ Junchao Huang ⋅ Xiangsheng Huang ⋅ Di Wen ⋅ Junwei Zheng ⋅ Yufan Chen ⋅ Kailun Yang ⋅ Jiamin Wu ⋅ Chongqing Hao ⋅ Rainer Stiefelhagen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1402
Harnessing the Computation Redundancy in ViTs to Boost Adversarial Transferability
Jiani Liu ⋅ Zhiyuan Wang ⋅ Zeliang Zhang ⋅ Chao Huang ⋅ Susan Liang ⋅ Yunlong Tang ⋅ Chenliang Xu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4806
SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs
Jinhong Deng ⋅ Wen Li ⋅ Joey Tianyi Zhou ⋅ Yang He
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #503
Personalized Bayesian Federated Learning with Wasserstein Barycenter Aggregation
Ting Wei ⋅ Biao Mei ⋅ Junliang Lyu ⋅ Renquan Zhang ⋅ Feng Zhou ⋅ Yifan Sun
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4616
FRN: Fractal-Based Recursive Spectral Reconstruction Network
Ge Meng ⋅ Zhongnan Cai ⋅ Ruizhe Chen ⋅ Jingyan Tu ⋅ Yingying Wang ⋅ Yue Huang ⋅ Xinghao Ding
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3915
Fit the Distribution: Cross-Image/Prompt Adversarial Attacks on Multimodal Large Language Models
Hai Yan ⋅ Haijian Ma ⋅ Xiaowen Cai ⋅ Daizong Liu ⋅ Zenghui Yuan ⋅ Xiaoye Qu ⋅ Jianfeng Dong ⋅ Runwei Guan ⋅ Xiang Fang ⋅ Hongyang He ⋅ Yulai Xie ⋅ Pan Zhou
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5412
Unified Transferability Metrics for Time Series Foundation Models
Weiyang Zhang ⋅ Xinyang Chen ⋅ Xiucheng Li ⋅ Kehai Chen ⋅ Weili Guan ⋅ Liqiang Nie
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4708
ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model
Jialong Zuo ⋅ Yongtai Deng ⋅ Mengdan Tan ⋅ Rui Jin ⋅ Dongyue Wu ⋅ Nong Sang ⋅ Liang Pan ⋅ Changxin Gao
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5507
OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis
Junting Chen ⋅ Haotian Liang ⋅ Lingxiao Du ⋅ Weiyun Wang ⋅ Mengkang Hu ⋅ Yao Mu ⋅ Wenhai Wang ⋅ Jifeng Dai ⋅ Ping Luo ⋅ Wenqi Shao ⋅ Lin Shao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4317
Image Editing As Programs with Diffusion Models
Yujia Hu ⋅ Songhua Liu ⋅ Zhenxiong Tan ⋅ Xingyi Yang ⋅ Xinchao Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4509
ARMesh: Autoregressive Mesh Generation via Next-Level-of-Detail Prediction
Jiabao Lei ⋅ Kewei Shi ⋅ Zhihao Liang ⋅ Kui Jia
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5408
Generative Trajectory Stitching through Diffusion Composition
Yunhao Luo ⋅ Utkarsh Mishra ⋅ Yilun Du ⋅ Danfei Xu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #510
Conformal Prediction for Time-series Forecasting with Change Points
Sophia Sun ⋅ Rose Yu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5502
Spiking Neural Networks Need High-Frequency Information
Yuetong Fang ⋅ Deming Zhou ⋅ Ziqing Wang ⋅ Hongwei Ren ⋅ zeng zecui ⋅ Lusong Li ⋅ shibo zhou ⋅ Renjing Xu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4605
Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation
Kang Zhang ⋅ Trung X. Pham ⋅ Suyeon Lee ⋅ Axi Niu ⋅ Arda Senocak ⋅ Joon Son Chung
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3507
A multiscale analysis of mean-field transformers in the moderate interaction regime
Giuseppe Bruno ⋅ Federico Pasqualotto ⋅ Andrea Agazzi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1106
StableGuard: Towards Unified Copyright Protection and Tamper Localization in Latent Diffusion Models
Haoxin Yang ⋅ Bangzhen Liu ⋅ Xuemiao Xu ⋅ Cheng Xu ⋅ Yuyang Yu ⋅ Zikai Huang ⋅ Yi Wang ⋅ Shengfeng He
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4902
Interaction-Centric Knowledge Infusion and Transfer for Open Vocabulary Scene Graph Generation
Lin Li ⋅ Chuhan ZHANG ⋅ Dong Zhang ⋅ Chong Sun ⋅ Chen Li ⋅ Long Chen
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #307
EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling
Jia-Hua Lee ⋅ Bor-Jiun Lin ⋅ Wei-Fang Sun ⋅ Chun-Yi Lee
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2411
Train on Pins and Test on Obstacles for Rectilinear Steiner Minimum Tree
Xingbo Du ⋅ Ruizhe Zhong ⋅ Junchi Yan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #810
FedRTS: Federated Robust Pruning via Combinatorial Thompson Sampling
Hong Huang ⋅ Jinhai Yang ⋅ Yuan Chen ⋅ Jiaxun Ye ⋅ Dapeng Wu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5508
Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
Chengzhuo Tong ⋅ Ziyu Guo ⋅ Renrui Zhang ⋅ Wenyu Shan ⋅ Xinyu Wei ⋅ Zhenghao Xing ⋅ Hongsheng Li ⋅ Pheng-Ann Heng
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #215
Unlocking Multimodal Mathematical Reasoning via Process Reward Model
Ruilin Luo ⋅ Zhuofan Zheng ⋅ Lei Wang ⋅ Yifan Wang ⋅ Xinzhe Ni ⋅ Zicheng Lin ⋅ Songtao Jiang ⋅ Yiyao Yu ⋅ Chufan Shi ⋅ Ruihang Chu ⋅ Jin zeng ⋅ Yujiu Yang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #212
Meta-Learning Objectives for Preference Optimization
Carlo Alfano ⋅ Silvia Sapora ⋅ Jakob Foerster ⋅ Patrick Rebeschini ⋅ Yee Whye Teh
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4613
Show-o2: Improved Native Unified Multimodal Models
Jinheng Xie ⋅ Zhenheng Yang ⋅ Mike Zheng Shou
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2414
Repo2Run: Automated Building Executable Environment for Code Repository at Scale
Ruida Hu ⋅ Chao Peng ⋅ XinchenWang ⋅ Junjielong Xu ⋅ Cuiyun Gao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1302
Shape it Up! Restoring LLM Safety during Finetuning
ShengYun Peng ⋅ Pin-Yu Chen ⋅ Jianfeng Chi ⋅ Seongmin Lee ⋅ Duen Horng Chau
[ Slides [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1305
From Counterfactuals to Trees: Competitive Analysis of Model Extraction Attacks
Awa Khouna ⋅ Julien Ferry ⋅ Thibaut Vidal
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5316
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation
Liyao Tang ⋅ Zhe Chen ⋅ Dacheng Tao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #701
Fractional Langevin Dynamics for Combinatorial Optimization via Polynomial-Time Escape
Shiyue Wang ⋅ Ziao Guo ⋅ Changhong Lu ⋅ Junchi Yan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #714
CATransformers: Carbon Aware Transformers Through Joint Model-Hardware Optimization
Irene Wang ⋅ Mostafa Elhoushi ⋅ H Ekin Sumbul ⋅ Samuel Hsia ⋅ Daniel Jiang ⋅ Newsha Ardalani ⋅ Divya Mahajan ⋅ Carole-Jean Wu ⋅ Bilge Acun
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5004
HO-Cap: A Capture System and Dataset for 3D Reconstruction and Pose Tracking of Hand-Object Interaction
Jikai Wang · Qifan Zhang · Yu-Wei Chao · Bowen Wen · Xiaohu Guo · Yu Xiang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #713
Quantum Speedups for Minimax Optimization and Beyond
Chengchang Liu ⋅ Zongqi Wan ⋅ Institute of Computing Jialin Zhang ⋅ Institute of Computing Xiaoming Sun ⋅ John C. S. Lui
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3605
On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding
Haoyuan Wu ⋅ Rui Ming ⋅ Jilong Gao ⋅ Hangyu Zhao ⋅ Xueyi Chen ⋅ Yikai Yang ⋅ Haisheng Zheng ⋅ Zhuolun He ⋅ Bei Yu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4315
Native-Resolution Image Synthesis
ZiDong Wang ⋅ LEI BAI ⋅ Xiangyu Yue ⋅ Wanli Ouyang ⋅ Yiyuan Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2505
MetaSlot: Break Through the Fixed Number of Slots in Object-Centric Learning
Hongjia Liu ⋅ Rongzhen Zhao ⋅ Haohan Chen ⋅ Joni Pajarinen
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4612
LaViDa: A Large Diffusion Language Model for Multimodal Understanding
Shufan Li ⋅ Konstantinos Kallidromitis ⋅ Hritik Bansal ⋅ Akash Gokul ⋅ Yusuke Kato ⋅ Kazuki Kozuka ⋅ Jason Kuen ⋅ Zhe Lin ⋅ Kai-Wei Chang ⋅ Aditya Grover
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3502
Dynamics of Spontaneous Topic Changes in Next Token Prediction with Self-Attention
Mumin Jia ⋅ Jairo Diaz-Rodriguez
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5514
Object-centric 3D Motion Field for Robot Learning from Human Videos
Zhao-Heng Yin ⋅ Sherry Yang ⋅ Pieter Abbeel
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3310
Efficient $k$-Sparse Band–Limited Interpolation with Improved Approximation Ratio
Yang Cao ⋅ Xiaoyu Li ⋅ Zhao Song ⋅ Chiwun Yang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1214
Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing
Yisong Xiao ⋅ Aishan Liu ⋅ Siyuan Liang ⋅ Zonghao Ying ⋅ Xianglong Liu ⋅ Dacheng Tao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #209
Tackling Continual Offline RL through Selective Weights Activation on Aligned Spaces
Jifeng Hu ⋅ Sili Huang ⋅ Li Shen ⋅ Zhejian Yang ⋅ Shengchao Hu ⋅ Shisong Tang ⋅ Hechang Chen ⋅ Lichao Sun ⋅ Yi Chang ⋅ Dacheng Tao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #300
HMARL-CBF – Hierarchical Multi-Agent Reinforcement Learning with Control Barrier Functions for Safety-Critical Autonomous Systems
H M Sabbir Ahmad ⋅ Ehsan Sabouni ⋅ Alexander Wasilkoff ⋅ Param Budhraja ⋅ Zijian Guo ⋅ Songyuan Zhang ⋅ Chuchu Fan ⋅ Christos G Cassandras ⋅ Wenchao Li
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4510
Rig3R: Rig-Aware Conditioning and Discovery for 3D Reconstruction
Samuel Li ⋅ Pujith Kachana ⋅ Prajwal Chidananda ⋅ Saurabh Nair ⋅ Yasutaka Furukawa ⋅ Matthew A Brown
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1700
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
Felix Wagner ⋅ Pramit Saha ⋅ Harry Anthony ⋅ Alison Noble ⋅ Konstantinos Kamnitsas
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #707
On the Convergence of Stochastic Smoothed Multi-Level Compositional Gradient Descent Ascent
Xinwen Zhang ⋅ Hongchang Gao
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #903
ASGO: Adaptive Structured Gradient Optimization
Kang An ⋅ Yuxing Liu ⋅ Rui Pan ⋅ Yi Ren ⋅ Shiqian Ma ⋅ Donald Goldfarb ⋅ Tong Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1104
A Unified Framework for Fair Graph Generation: Theoretical Guarantees and Empirical Advances
Zichong Wang ⋅ Zhipeng Yin ⋅ Wenbin Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1011
From Flat to Hierarchical: Extracting Sparse Representations with Matching Pursuit
Valérie Costa ⋅ Thomas Fel ⋅ Ekdeep S Lubana ⋅ Bahareh Tolooshams ⋅ Demba Ba
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5415
Is Your Diffusion Model Actually Denoising?
Daniel Pfrommer ⋅ Zehao Dou ⋅ Christopher Scarvelis ⋅ Max Simchowitz ⋅ Ali Jadbabaie
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #506
Conformal Prediction for Ensembles: Improving Efficiency via Score-Based Aggregation
Yash Patel ⋅ Eduardo Ochoa Rivera ⋅ Ambuj Tewari
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2210
SimWorld-Robotics: Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration
Yan Zhuang ⋅ Jiawei Ren ⋅ Xiaokang Ye ⋅ Jianzhi Shen ⋅ ruixuan zhang ⋅ Tianai Yue ⋅ Muhammad Faayez ⋅ Xuhong He ⋅ Xiyan Zhang ⋅ Ziqiao Ma ⋅ Lianhui Qin ⋅ Zhiting Hu ⋅ Tianmin Shu
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1103
Distillation Robustifies Unlearning
Bruce W, Lee ⋅ Addie Foote ⋅ Alex Infanger ⋅ Leni Shor ⋅ Harish Kamath ⋅ Jacob Goldman-Wetzler ⋅ Bryce Woodworth ⋅ Alex Cloud ⋅ Alexander Turner
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4415
X-Field: A Physically Informed Representation for 3D X-ray Reconstruction
Feiran Wang ⋅ Jiachen Tao ⋅ Junyi Wu ⋅ Haoxuan Wang ⋅ Bin Duan ⋅ Kai Wang ⋅ Zongxin Yang ⋅ Yan Yan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2501
Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections
Berken Utku Demirel ⋅ Christian Holz
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1206
Understanding and Improving Fast Adversarial Training against $l_0$ Bounded Perturbations
Xuyang Zhong ⋅ Yixiao Huang ⋅ Chen Liu
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1211
Mitigating the Privacy–Utility Trade-off in Decentralized Federated Learning via f-Differential Privacy
Xiang Li ⋅ Chendi Wang ⋅ Buxin Su ⋅ Qi Long ⋅ Weijie Su
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1815
Ada-R1: Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization
Haotian Luo ⋅ Haiying He ⋅ Yibo Wang ⋅ Jinluan Yang ⋅ Rui Liu ⋅ Naiqiang Tan ⋅ Xiaochun Cao ⋅ Dacheng Tao ⋅ Li Shen
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4312
MoCha: Towards Movie-Grade Talking Character Generation
Cong Wei ⋅ Bo Sun ⋅ Haoyu Ma ⋅ Ji Hou ⋅ Felix Juefei-Xu ⋅ Zecheng He ⋅ Xiaoliang Dai ⋅ Luxin Zhang ⋅ Kunpeng Li ⋅ Tingbo Hou ⋅ Animesh Sinha ⋅ Peter Vajda ⋅ Wenhu Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2810
Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation
Xinghao Wu ⋅ Xuefeng Liu ⋅ Jianwei Niu ⋅ Guogang Zhu ⋅ Mingjia Shi ⋅ Shaojie Tang ⋅ Jing Yuan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2708
VIPAMIN: Visual Prompt Initialization via Embedding Selection and Subspace Expansion
Jaekyun Park ⋅ Hye Won Chung
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3203
Posterior Contraction for Sparse Neural Networks in Besov Spaces with Intrinsic Dimensionality
Kyeongwon Lee ⋅ Lizhen Lin ⋅ Jaewoo Park ⋅ Seonghyun Jeong
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2710
Transfer Faster, Price Smarter: Minimax Dynamic Pricing under Cross-Market Preference Shift
Yi Zhang ⋅ Elynn Chen ⋅ Yujun Yan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4813
Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization
kaiyuan Li ⋅ Xiaoyue Chen ⋅ Chen Gao ⋅ Yong Li ⋅ Xinlei Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5105
Statistics Caching Test-Time Adaptation for Vision-Language Models
Zenghao Guan ⋅ Yucan Zhou ⋅ Wu Liu ⋅ Xiaoyan Gu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5208
FlowPrune: Accelerating Attention Flow Calculation by Pruning Flow Network
Shuo Xu ⋅ Yu Chen ⋅ Shuxia Lin ⋅ Xin Geng ⋅ Xu Yang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3803
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
Linhao Luo ⋅ Zicheng Zhao ⋅ Reza Haffari ⋅ Dinh Phung ⋅ Chen Gong ⋅ Shirui Pan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1909
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse
Jingbo Yang ⋅ Bairu Hou ⋅ Wei Wei ⋅ Yujia Bao ⋅ Shiyu Chang
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #400
ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning
Ziyu Wan ⋅ Yunxiang Li ⋅ Xiaoyu Wen ⋅ Yan Song ⋅ Hanjing Wang ⋅ Linyi Yang ⋅ Mark Schmidt ⋅ Jun Wang ⋅ Weinan Zhang ⋅ Shuyue Hu ⋅ Ying Wen
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1408
Beyond Prediction: Managing the Repercussions of Machine Learning Applications
Aline Weber ⋅ Blossom Metevier ⋅ Yuriy Brun ⋅ Philip Thomas ⋅ Bruno Silva
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2209
PRIMT: Preference-based Reinforcement Learning with Multimodal Feedback and Trajectory Synthesis from Foundation Models
Ruiqi Wang ⋅ Dezhong Zhao ⋅ Ziqin Yuan ⋅ Tianyu Shao ⋅ Guohua Chen ⋅ Dominic Kao ⋅ Sungeun Hong ⋅ Byung-Cheol Min
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #515
Thinking vs. Doing: Improving Agent Reasoning by Scaling Test-Time Interaction
Junhong Shen ⋅ Hao Bai ⋅ Lunjun Zhang ⋅ Yifei Zhou ⋅ Amrith Setlur ⋅ Peter Tong ⋅ Diego Caples ⋅ Nan Jiang ⋅ Tong Zhang ⋅ Ameet Talwalkar ⋅ Aviral Kumar
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3403
Network two-sample test for block models
Chung Kyong Nguen ⋅ Arash Amini ⋅ OSCAR HERNAN MADRID PADILLA
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1413
Hierarchical Demonstration Order Optimization for Many-shot In-Context Learning
Yinhan He ⋅ Wendy Zheng ⋅ Song Wang ⋅ Zaiyi Zheng ⋅ Yushun Dong ⋅ Yaochen Zhu ⋅ Jundong Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3909
Nonparametric Quantile Regression with ReLU-Activated Recurrent Neural Networks
Hang Yu ⋅ Lyumin Wu ⋅ Wenxin Zhou ⋅ Zhao Ren
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #310
Staggered Environment Resets Improve Massively Parallel On-Policy Reinforcement Learning
Sid Bharthulwar ⋅ Stone Tao ⋅ Hao Su
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #908
Understanding Adam Requires Better Rotation Dependent Assumptions
Tianyue Zhang ⋅ Lucas Maes ⋅ Alan Milligan ⋅ Alexia Jolicoeur-Martineau ⋅ Ioannis Mitliagkas ⋅ Damien Scieur ⋅ Simon Lacoste-Julien ⋅ Charles Guille-Escuret
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2514
Characterization and Learning of Causal Graphs from Hard Interventions
Zihan Zhou ⋅ Muhammad Qasim Elahi ⋅ Murat Kocaoglu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5401
MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation
Zhenwen Liang ⋅ Linfeng Song ⋅ Yang Li ⋅ TAO YANG ⋅ Haitao Mi ⋅ Dong Yu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2608
Functional data analysis for multivariate distributions through Wasserstein slicing
Han Chen ⋅ Hans-Georg Müller
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4006
Beyond Components: Singular Vector-Based Interpretability of Transformer Circuits
Areeb Ahmad ⋅ Abhinav Joshi ⋅ Ashutosh Modi
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3208
A Principled Path to Fitted Distributional Evaluation
Sungee Hong ⋅ Jiayi Wang ⋅ Zhengling Qi ⋅ Raymond K. W. Wong
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1212
Data-Free Model Extraction for Black-box Recommender Systems via Graph Convolutions
Zeyu Wang ⋅ Yidan Song ⋅ Shihao Qin ⋅ Shanqing Yu ⋅ Yujin Huang ⋅ Qi Xuan ⋅ Xin Zheng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4012
Chain of Execution Supervision Promotes General Reasoning in Large Language Models
Nuo Chen ⋅ Zehua Li ⋅ Keqin Bao ⋅ Junyang Lin ⋅ Dayiheng Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5305
4D3R: Motion-Aware Neural Reconstruction and Rendering of Dynamic Scenes from Monocular Videos
Mengqi Guo ⋅ Bo Xu ⋅ Yanyan Li ⋅ Gim Hee Lee
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #615
UniteFormer: Unifying Node and Edge Modalities in Transformers for Vehicle Routing Problems
Dian Meng ⋅ Zhiguang Cao ⋅ Jie Gao ⋅ Yaoxin Wu ⋅ Yaqing Hou
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1601
3D Interaction Geometric Pre-training for Molecular Relational Learning
Namkyeong Lee ⋅ Yunhak Oh ⋅ Heewoong Noh ⋅ Gyoung S. Na ⋅ Minkai Xu ⋅ Hanchen Wang ⋅ Tianfan Fu ⋅ Chanyoung Park
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1501
Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space
Zitao Chen ⋅ Yinjun Jia ⋅ Zitong Tian ⋅ Wei-Ying Ma ⋅ Yanyan Lan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #815
Distributionally Robust Performative Optimization
Zhuangzhuang Jia ⋅ Yijie Wang ⋅ Roy Dong ⋅ Grani A. Hanasusanto
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #708
Isotropic Noise in Stochastic and Quantum Convex Optimization
Annie Marsden ⋅ Liam O'Carroll ⋅ Aaron Sidford ⋅ Chenyi Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4403
MotionRAG: Motion Retrieval-Augmented Image-to-Video Generation
Chenhui Zhu ⋅ Yilu Wu ⋅ Shuai Wang ⋅ Gangshan Wu ⋅ Limin Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #513
Towards Robust Zero-Shot Reinforcement Learning
Kexin ZHENG ⋅ Lauriane Teyssier ⋅ Yinan Zheng ⋅ Yu Luo ⋅ Xianyuan Zhan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #613
How Memory in Optimization Algorithms Implicitly Modifies the Loss
Matias Cattaneo ⋅ Boris Shigida
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1004
From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review
Yaohui Zhang ⋅ Haijing ZHANG ⋅ Wenlong Ji ⋅ Tianyu Hua ⋅ Nick Haber ⋅ Hancheng Cao ⋅ Weixin Liang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3710
Zebra-Llama: Towards Extremely Efficient Hybrid Models
Mingyu Yang ⋅ Mehdi Rezagholizadeh ⋅ Guihong Li ⋅ Vikram Appia ⋅ Emad Barsoum
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3407
Self-Challenging Language Model Agents
Yifei Zhou ⋅ Sergey Levine ⋅ Jason Weston ⋅ Xian Li ⋅ Sainbayar Sukhbaatar
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2706
Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction
Marzieh Ajirak ⋅ Oded Bein ⋅ Ellen Bowen ⋅ Dora Kanellopoulos ⋅ Avital Falk ⋅ FAITH GUNNING ⋅ Nili Solomonov ⋅ Logan Grosenick
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3901
Improved Scaling Laws in Linear Regression via Data Reuse
Licong Lin ⋅ Jingfeng Wu ⋅ Peter Bartlett
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3200
Block Coordinate Descent for Neural Networks Provably Finds Global Minima
Shunta Akiyama
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3611
Posterior Sampling by Combining Diffusion Models with Annealed Langevin Dynamics
Zhiyang Xun ⋅ Shivam Gupta ⋅ Eric Price
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4618
INST-IT: Boosting Instance Understanding via Explicit Visual Prompt Instruction Tuning
Wujian Peng ⋅ Lingchen Meng ⋅ Yitong Chen ⋅ Yiweng Xie ⋅ Yang Liu ⋅ Tao Gui ⋅ Hang Xu ⋅ Xipeng Qiu ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4717
Event-Guided Consistent Video Enhancement with Modality-Adaptive Diffusion Pipeline
Kanghao Chen ⋅ Zixin Zhang ⋅ Guoqiang Liang ⋅ Lutao Jiang ⋅ Zeyu Wang ⋅ Yingcong Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #800
Generative diffusion for perceptron problems: statistical physics analysis and efficient algorithms
Davide Straziota ⋅ Elizaveta Demyanenko ⋅ Carlo Baldassi ⋅ Carlo Lucibello
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #101
Can Large Language Models Master Complex Card Games?
Wei Wang ⋅ Fuqing Bie ⋅ Junzhe Chen ⋅ Dan Zhang ⋅ Shiyu Huang ⋅ Evgeny Kharlamov ⋅ Jie Tang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1406
Removing Concepts from Text-to-Image Models with Only Negative Samples
Hanwen Liu ⋅ Yadong Mu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1207
InvisibleInk: High-Utility and Low-Cost Text Generation with Differential Privacy
Vishnu Vinod ⋅ Krishna Pillutla ⋅ Abhradeep Guha Thakurta
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #512
Deep Continuous-Time State-Space Models for Marked Event Sequences
Yuxin Chang ⋅ Alex Boyd ⋅ Cao (Danica) Xiao ⋅ Taha Kass-Hout ⋅ Parminder Bhatia ⋅ Padhraic Smyth ⋅ andrew warrington
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3914
Scaling Data-Driven Probabilistic Robustness Analysis for Semantic Segmentation Neural Networks
Navid Hashemi ⋅ Samuel Sasaki ⋅ Ipek Oguz ⋅ Meiyi Ma ⋅ Taylor Johnson
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4305
DINO-Foresight: Looking into the Future with DINO
Efstathios Karypidis ⋅ Ioannis Kakogeorgiou ⋅ Spyridon Gidaris ⋅ Nikos Komodakis
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #811
Error Feedback under $(L_0,L_1)$-Smoothness: Normalization and Momentum
SARIT KHIRIRAT ⋅ Abdurakhmon Sadiev ⋅ Artem Riabinin ⋅ Eduard Gorbunov ⋅ Peter Richtarik
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4304
SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
Lingwei Dang ⋅ Ruizhi Shao ⋅ Hongwen Zhang ⋅ Wei MIN ⋅ Yebin Liu ⋅ Qingyao Wu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2006
Scaling and context steer LLMs along the same computational path as the human brain
Joséphine Raugel ⋅ Jérémy Rapin ⋅ Stéphane d'Ascoli ⋅ Valentin Wyart ⋅ Jean-Remi King
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1303
V-CECE: Visual Counterfactual Explanations via Conceptual Edits
Nikolaos Spanos ⋅ Maria Lymperaiou ⋅ Giorgos Filandrianos ⋅ Konstantinos Thomas ⋅ Athanasios Voulodimos ⋅ Giorgos Stamou
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2215
Building 3D Representations and Generating Motions From a Single Image via Video-Generation
Weiming Zhi ⋅ Ziyong Ma ⋅ Tianyi Zhang ⋅ Matthew Johnson-Roberson
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2000
ARM: Adaptive Reasoning Model
Siye Wu ⋅ Jian Xie ⋅ yikai zhang ⋅ Aili Chen ⋅ Kai Zhang ⋅ Yu Su ⋅ Yanghua Xiao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4910
Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation
Szymon Płotka ⋅ Gizem Mert ⋅ Maciej Chrabaszcz ⋅ Ewa Szczurek ⋅ Arkadiusz Sitek
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1609
Geometric Mixture Models for Electrolyte Conductivity Prediction
Anyi Li ⋅ Jiacheng Cen ⋅ Songyou Li ⋅ Mingze Li ⋅ YANG YU ⋅ Wenbing Huang
[ Slides [ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3902
The emergence of sparse attention: impact of data distribution and benefits of repetition
Nicolas Zucchet ⋅ Francesco D'Angelo ⋅ Andrew Lampinen ⋅ Stephanie Chan
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4904
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
Xusheng Cao ⋅ Haori Lu ⋅ Linlan Huang ⋅ Fei Yang ⋅ Xialei Liu ⋅ Ming-Ming Cheng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2815
Explaining the Law of Supply and Demand via Online Learning
Stratis Skoulakis
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #414
Approximating Shapley Explanations in Reinforcement Learning
Daniel Beechey ⋅ Özgür Şimşek
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3401
Product Distribution Learning with Imperfect Advice
Arnab Bhattacharyya ⋅ XianJun, Davin Choo ⋅ Philips George John ⋅ Themis Gouleakis
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2313
Safe and Stable Control via Lyapunov-Guided Diffusion Models
Xiaoyuan Cheng ⋅ Xiaohang Tang ⋅ Yiming Yang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3106
The Parameterized Complexity of Computing the VC-Dimension
Florent Foucaud ⋅ Harmender Gahlawat ⋅ Fionn Mc Inerney ⋅ Prafullkumar Tale
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2609
Reconciling Geospatial Prediction and Retrieval via Sparse Representations
YI LI ⋅ CHEN YUANLONG ⋅ Weiming Huang ⋅ Xiaoli Li ⋅ Gao Cong
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3002
The Persistence of Neural Collapse Despite Low-Rank Bias
Connall Garrod ⋅ Jonathan Keating
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #304
PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization
Federico Berto ⋅ Chuanbo Hua ⋅ Laurin Luttmann ⋅ Jiwoo Son ⋅ Junyoung Park ⋅ Kyuree Ahn ⋅ Changhyun Kwon ⋅ Lin Xie ⋅ Jinkyoo Park
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2617
QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code
Hainan Fang ⋅ Yuanbo Wen ⋅ Jun Bi ⋅ Yihan Wang ⋅ Tonghui He ⋅ Yanlin Tang ⋅ Di Huang ⋅ Jiaming Guo ⋅ Rui Zhang ⋅ Qi Guo ⋅ Yunji Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4011
Do Language Models Use Their Depth Efficiently?
Róbert Csordás ⋅ Christopher D Manning ⋅ Chris Potts
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4318
Hawk: Leveraging Spatial Context for Faster Autoregressive Text-to-Image Generation
Zhi-Kai Chen ⋅ Jun-Peng Jiang ⋅ Han-Jia Ye ⋅ De-Chuan Zhan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3601
SALS: Sparse Attention in Latent Space for KV Cache Compression
Junlin Mu ⋅ Hantao Huang ⋅ Jihang Zhang ⋅ Minghui Yu ⋅ Tao Wang ⋅ Yidong Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5400
URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training
Dongyang Fan ⋅ Vinko Sabolčec ⋅ Martin Jaggi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4812
Scaling Image Geo-Localization to Continent Level
Philipp Lindenberger ⋅ Paul-Edouard Sarlin ⋅ Jan Hosang ⋅ Marc Pollefeys ⋅ Simon Lynen ⋅ Eduard Trulls
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2307
PANGEA: Projection-Based Augmentation with Non-Relevant General Data for Enhanced Domain Adaptation in LLMs
Seungyoo Lee ⋅ Giung Nam ⋅ Moonseok Choi ⋅ Hyungi Lee ⋅ Juho Lee
[ Slides [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4715
SegMASt3R: Geometry Grounded Segment Matching
Rohit Jayanti ⋅ Swayam Agrawal ⋅ Vansh Garg ⋅ Siddharth Tourani ⋅ Muhammad Haris Khan ⋅ Sourav Garg ⋅ Madhava Krishna
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #501
VIKING: Deep variational inference with stochastic projections
Samuel Matthiesen ⋅ Hrittik Roy ⋅ Nicholas Krämer ⋅ Yevgen Zainchkovskyy ⋅ Stas Syrota ⋅ Alejandro Valverde Mahou ⋅ Carl Henrik Ek ⋅ Søren Hauberg
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3300
Kernel von Mises Formula of the Influence Function
Yaroslav Mukhin
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2701
KSP: Kolmogorov-Smirnov metric-based Post-Hoc Calibration for Survival Analysis
Jeongho Park ⋅ Daheen Kim ⋅ Cheoljun Kim ⋅ Hyungbin Park ⋅ Sangwook Kang ⋅ Gwangsu Kim
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4008
Representation Consistency for Accurate and Coherent LLM Answer Aggregation
Junqi Jiang ⋅ Tom Bewley ⋅ Salim I. Amoukou ⋅ Francesco Leofante ⋅ Antonio Rago ⋅ Saumitra Mishra ⋅ Francesca Toni
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3908
How Does Label Noise Gradient Descent Improve Generalization in the Low SNR Regime?
Wei Huang ⋅ Andi Han ⋅ Yujin Song ⋅ Yilan Chen ⋅ Denny Wu ⋅ Difan Zou ⋅ Taiji Suzuki
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #208
State-Covering Trajectory Stitching for Diffusion Planners
Kyowoon Lee ⋅ Jaesik Choi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5210
Learning to Generalize: An Information Perspective on Neural Processes
Hui Li ⋅ Huafeng Liu ⋅ Shuyang Lin ⋅ Jingyue Shi ⋅ Yiran Fu ⋅ Liping Jing
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3305
Rewind-to-Delete: Certified Machine Unlearning for Nonconvex Functions
Siqiao Mu ⋅ Diego Klabjan
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2713
Training-Free Test-Time Adaptation via Shape and Style Guidance for Vision-Language Models
Shenglong Zhou ⋅ Manjiang Yin ⋅ Leiyu Sun ⋅ Shicai Yang ⋅ Di Xie ⋅ Jiang Zhu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2314
Seeing through Uncertainty: Robust Task-Oriented Optimization in Visual Navigation
Yiyuan Pan ⋅ Yunzhe XU ⋅ Zhe Liu ⋅ Hesheng Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1607
Curriculum Model Merging: Harmonizing Chemical LLMs for Enhanced Cross-Task Generalization
Baoyi He ⋅ Luotian Yuan ⋅ Ying Wei ⋅ Fei Wu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3306
Machine Unlearning under Overparameterization
Jacob Block ⋅ Aryan Mokhtari ⋅ Sanjay Shakkottai
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2410
MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction
Yunkee Chae ⋅ Kyogu Lee
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #500
C-LoRA: Contextual Low-Rank Adaptation for Uncertainty Estimation in Large Language Models
Amir Hossein Rahmati ⋅ Sanket Jantre ⋅ Weifeng Zhang ⋅ Yucheng Wang ⋅ Byung-Jun Yoon ⋅ Nathan Urban ⋅ Xiaoning Qian
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4013
Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling
Jinhee Kim ⋅ Jae Jun An ⋅ Kang Eun Jeon ⋅ Jong Hwan Ko
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3013
Improved Confidence Regions and Optimal Algorithms for Online and Offline Linear MNL Bandits
Yuxuan Han ⋅ Jose Blanchet ⋅ Zhengyuan Zhou
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1515
Generation as Search Operator for Test-Time Scaling of Diffusion-based Combinatorial Optimization
Yang Li ⋅ Lvda Chen ⋅ Haonan Wang ⋅ Runzhong Wang ⋅ Junchi Yan
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4800
Chirality in Action: Time-Aware Video Representation Learning by Latent Straightening
Piyush Nitin Bagad ⋅ Andrew Zisserman
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2100
Hamiltonian Neural PDE Solvers through Functional Approximation
Anthony Zhou ⋅ Amir Barati Farimani
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2807
A Unified Framework for Variable Selection in Model-Based Clustering with Missing Not at Random
Binh Ho ⋅ Long Nguyen-Chi ⋅ TrungTin Nguyen ⋅ Van Hoang ⋅ Thanh Binh Nguyen ⋅ Chris Drovandi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3618
Beyond Scores: Proximal Diffusion Models
Zhenghan Fang ⋅ Mateo Diaz ⋅ Sam Buchanan ⋅ Jeremias Sulam
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3402
Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees
Sangwoo Park ⋅ Matteo Zecchin ⋅ Osvaldo Simeone
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3317
Towards Provable Emergence of In-Context Reinforcement Learning
Jiuqi Wang ⋅ Rohan Chandra ⋅ Shangtong Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3617
Optical Coherence Tomography Harmonization with Anatomy-Guided Latent Metric Schrödinger Bridges
Shuwen Wei ⋅ Samuel Remedios ⋅ Blake Dewey ⋅ Zhangxing Bian ⋅ Shimeng Wang ⋅ Junyu Chen ⋅ Bruno Jedynak ⋅ shiv saidha ⋅ Peter Calabresi ⋅ Aaron Carass ⋅ Jerry L Prince
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5410
Composition and Alignment of Diffusion Models using Constrained Learning
Shervin Khalafi ⋅ Ignacio Hounie ⋅ Dongsheng Ding ⋅ Alejandro Ribeiro
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #509
SING: SDE Inference via Natural Gradients
Amber Hu ⋅ Henry Smith ⋅ Scott Linderman
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #807
Efficient Algorithms for Robust and Partial Semi-Discrete Optimal Transport
Pankaj Agarwal ⋅ Sharath Raghvendra ⋅ Pouyan Shirzadian ⋅ Keegan Yao
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4918
GauSAM: Contour‑Guided 2D Gaussian Fields for Multi‑Scale Medical Image Segmentation with Segment Anything
Jinxuan Wu ⋅ Jiange Wang ⋅ Dongdong Zhang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2500
Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
Raghuveer Thirukovalluru ⋅ Rui Meng ⋅ Ye Liu ⋅ Karthikeyan K ⋅ Mingyi Su ⋅ Ping Nie ⋅ Semih Yavuz ⋅ Yingbo Zhou ⋅ Wenhu Chen ⋅ Bhuwan Dhingra
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #916
Near-Optimal Regret-Queue Length Tradeoff in Online Learning for Two-Sided Markets
Zixian Yang ⋅ Sushil Varma ⋅ Lei Ying
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1412
GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents
Yuqi Zhou ⋅ Sunhao Dai ⋅ Shuai Wang ⋅ Kaiwen Zhou ⋅ Qinglin Jia ⋅ Jun Xu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4010
Towards Fully FP8 GEMM LLM Training at Scale
Alejandro Hernández Cano ⋅ Dhia Garbaya ⋅ Imanol Schlag ⋅ Martin Jaggi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #814
Preference Optimization on Pareto Sets: On a Theory of Multi-Objective Optimization
Abhishek Roy ⋅ Geelon So ⋅ Yian Ma
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #806
Dynamic Configuration for Cutting Plane Separators via Reinforcement Learning on Incremental Graph
Mingxuan Ye ⋅ Jie Wang ⋅ Fangzhou ⋅ Zhihai Wang ⋅ Yufei Kuang ⋅ Xijun Li ⋅ Weilin Luo ⋅ Jianye Hao ⋅ Feng Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1812
Latent Principle Discovery for Language Model Self-Improvement
Keshav Ramji ⋅ Tahira Naseem ⋅ Ramón Astudillo
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #601
A Black-Box Debiasing Framework for Conditional Sampling
Han Cui ⋅ Jingbo Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3303
Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models
Sima Noorani ⋅ Shayan Kiyani ⋅ George J. Pappas ⋅ Hamed Hassani
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #716
Differentiation Through Black-Box Quadratic Programming Solvers
Connor Magoon ⋅ Fengyu Yang ⋅ Noam Aigerman ⋅ Shahar Kovalsky
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3700
DisCO: Reinforcing Large Reasoning Models with Discriminative Constrained Optimization
Gang Li ⋅ Ming Lin ⋅ Tomer Galanti ⋅ Zhengzhong Tu ⋅ Tianbao Yang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4402
Towards a Golden Classifier-Free Guidance Path via Foresight Fixed Point Iterations
Kaibo Wang ⋅ Jianda Mao ⋅ Tong Wu ⋅ Yang Xiang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4508
Segment then Splat: Unified 3D Open-Vocabulary Segmentation via Gaussian Splatting
Yiren Lu ⋅ Yunlai Zhou ⋅ Yiran Qiao ⋅ Chaoda Song ⋅ Tuo Liang ⋅ Jing Ma ⋅ Huan Wang ⋅ Yu Yin
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4706
ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models
Duy M. H. Nguyen ⋅ Nghiem Diep ⋅ Trung Nguyen ⋅ Hoang-Bao Le ⋅ Tai Nguyen ⋅ Anh-Tien Nguyen ⋅ TrungTin Nguyen ⋅ Nhat Ho ⋅ Pengtao Xie ⋅ Roger Wattenhofer ⋅ Daniel Sonntag ⋅ James Zou ⋅ Mathias Niepert
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4311
Localizing Knowledge in Diffusion Transformers
Arman Zarei ⋅ Samyadeep Basu ⋅ Keivan Rezaei ⋅ Zihao Lin ⋅ Sayan Nag ⋅ Soheil Feizi
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3514
Quantum Doubly Stochastic Transformers
Jannis Born ⋅ Filip Skogh ⋅ Kahn Rhrissorrakrai ⋅ Filippo Utro ⋅ Nico Wagner ⋅ Aleksandros Sobczyk
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3515
Normalize Filters! Classical Wisdom for Deep Vision
Gustavo Perez ⋅ Stella X. Yu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #210
Online Optimization for Offline Safe Reinforcement Learning
Yassine Chemingui ⋅ Aryan Deshwal ⋅ Alan Fern ⋅ Thanh Nguyen-Tang ⋅ Jana Doppa
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #911
FSEO: Few-Shot Evolutionary Optimization via Meta-Learning for Expensive Multi-Objective Optimization
Xunzhao Yu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3404
The Logical Expressiveness of Temporal GNNs via Two-Dimensional Product Logics
Marco Sälzer ⋅ Przemyslaw Walega ⋅ Martin Lange
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1107
RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation
Silpa Vadakkeeveetil Sreelatha ⋅ Sauradip Nag ⋅ Muhammad Awais ⋅ Serge Belongie ⋅ Anjan Dutta
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1509
MetaFind: Scene-Aware 3D Asset Retrieval for Coherent Metaverse Scene Generation
Zhenyu Pan ⋅ Yucheng Lu ⋅ Han Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2900
Smoothed Agnostic Learning of Halfspaces over the Hypercube
Yiwen Kou ⋅ Raghu Meka
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1510
Constrained Diffusers for Safe Planning and Control
Jichen Zhang ⋅ Liqun Zhao ⋅ Antonis Papachristodoulou ⋅ Jack Umenberger
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2509
LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding
Yuchen Ma ⋅ Dennis Frauen ⋅ Jonas Schweisthal ⋅ Stefan Feuerriegel
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3517
Corrector Sampling in Language Models
Itai Gat ⋅ Neta Shaul ⋅ Uriel Singer ⋅ Yaron Lipman
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1314
Sequentially Auditing Differential Privacy
Tomás González Lara ⋅ Mateo Dulce Rubio ⋅ Aaditya Ramdas ⋅ Mónica Ribero
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4512
ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling
Shuyuan Zhang ⋅ ChenHan Jiang ⋅ Zuoou Li ⋅ Jiankang Deng
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1006
Smoothed Differentiation Efficiently Mitigates Shattered Gradients in Explanations
Adrian Hill ⋅ Neal McKee ⋅ Johannes Maeß ⋅ Stefan Bluecher ⋅ Klaus-Robert Müller
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2704
Buffer layers for Test-Time Adaptation
Hyeongyu Kim ⋅ GeonHui Han ⋅ Dosik Hwang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4703
One Token per Highly Selective Frame: Towards Extreme Compression for Long Video Understanding
Zheyu Zhang ⋅ Ziqi Pang ⋅ Shixing Chen ⋅ Xiang Hao ⋅ Vimal Bhat ⋅ Yu-Xiong Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #416
Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization
Xiyue Peng ⋅ Hengquan Guo ⋅ Jiawei Zhang ⋅ Dongqing Zou ⋅ Ziyu Shao ⋅ Honghao Wei ⋅ Xin Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1202
Language Models Are Capable of Metacognitive Monitoring and Control of Their Internal Activations
Ji-An Li ⋅ Huadong Xiong ⋅ Robert Wilson ⋅ Marcelo G Mattar ⋅ Marcus K. Benna
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2114
Joint Modeling of fMRI and EEG Imaging Using Ordinary Differential Equation-Based Hypergraph Neural Networks
Yan Zhang ⋅ Yang Gao ⋅ Min Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1009
Cross City Traffic Flow Generation via Retrieval Augmented Diffusion Model
Yudong Li ⋅ Jingyuan Wang ⋅ Xie Yu ⋅ Peiyu Wang ⋅ Qian Huang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1215
Online robust locally differentially private learning for nonparametric regression
Chenfei Gu ⋅ Qiangqiang Zhang ⋅ Ting Li ⋅ Jinhan Xie ⋅ Niansheng Tang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3102
Improved Bounds for Swap Multicalibration and Swap Omniprediction
Haipeng Luo ⋅ Spandan Senapati ⋅ Vatsal Sharan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1213
A Fair Federated Learning Method for Handling Client Participation Probability Inconsistencies in Heterogeneous Environments
Siyuan Wu ⋅ Yongzhe Jia ⋅ Haolong Xiang ⋅ Xiaolong Xu ⋅ Xuyun Zhang ⋅ Lianyong Qi ⋅ Wanchun Dou
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1907
Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
Jianyuan Guo ⋅ Peike Li ⋅ Trevor Cohn
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3313
Greedy Sampling Is Provably Efficient For RLHF
Di Wu ⋅ Chengshuai Shi ⋅ Jing Yang ⋅ Cong Shen
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2612
Scalable Cross-View Sample Alignment for Multi-View Clustering with View Structure Similarity
Jun Wang ⋅ Zhenglai Li ⋅ Chang Tang ⋅ Suyuan Liu ⋅ Hao Yu ⋅ Chuan Tang ⋅ Miaomiao Li ⋅ Xinwang Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4807
CausalVTG: Towards Robust Video Temporal Grounding via Causal Inference
Qiyi Wang ⋅ Senda Chen ⋅ Ying Shen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #114
Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation
Moru Liu ⋅ Hao Dong ⋅ Jessica Kelly ⋅ Olga Fink ⋅ Mario Trapp
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2308
Adaptive Surrogate Gradients for Sequential Reinforcement Learning in Spiking Neural Networks
Korneel Van den Berghe ⋅ Stein Stroobants ⋅ Vijay Janapa Reddi ⋅ Guido de Croon
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4002
What One Cannot, Two Can: Two-Layer Transformers Provably Represent Induction Heads on Any-Order Markov Chains
Chanakya Ekbote ⋅ Ashok Vardhan Makkuva ⋅ Marco Bondaschi ⋅ Nived Rajaraman ⋅ Michael Gastpar ⋅ Jason Lee ⋅ Paul Liang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3606
The Rise of Parameter Specialization for Knowledge Storage in Large Language Models
Yihuai Hong ⋅ Yiran Zhao ⋅ Wei Tang ⋅ Yang Deng ⋅ Yu Rong ⋅ Wenxuan Zhang
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #107
The Best Instruction-Tuning Data are Those That Fit
Dylan Zhang ⋅ Qirun Dai ⋅ Hao Peng
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #406
Learning Parameterized Skills from Demonstrations
Vedant Gupta ⋅ Haotian Fu ⋅ Calvin Luo ⋅ Yiding Jiang ⋅ George Konidaris
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1603
UMA: A Family of Universal Models for Atoms
Brandon Wood ⋅ Misko Dzamba ⋅ Xiang Fu ⋅ Meng Gao ⋅ Muhammed Shuaibi ⋅ Luis Barroso-Luque ⋅ Kareem Abdelmaqsoud ⋅ Vahe Gharakhanyan ⋅ John Kitchin ⋅ Daniel Levine ⋅ Kyle Michel ⋅ Anuroop Sriram ⋅ Taco Cohen ⋅ Abhishek Das ⋅ Sushree Sahoo ⋅ Ammar Rizvi ⋅ Zachary Ulissi ⋅ Larry Zitnick
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1016
Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers
Johanna Vielhaben ⋅ Dilyara Bareeva ⋅ Jim Berend ⋅ Wojciech Samek ⋅ Nils Strodthoff
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1902
Better Estimation of the Kullback--Leibler Divergence Between Language Models
Afra Amini ⋅ Tim Vieira ⋅ Ryan Cotterell
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #404
KL Penalty Control via Perturbation for Direct Preference Optimization
Sangkyu Lee ⋅ Janghoon Han ⋅ Hosung Song ⋅ Stanley Jungkyu Choi ⋅ Honglak Lee ⋅ Youngjae Yu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2310
Chain-of-Action: Trajectory Autoregressive Modeling for Robotic Manipulation
Wenbo Zhang ⋅ Tianrun Hu ⋅ Hanbo Zhang ⋅ Yanyuan Qiao ⋅ Yuchu Qin ⋅ Yang Li ⋅ Jiajun Liu ⋅ Tao Kong ⋅ Lingqiao Liu ⋅ Xiao Ma
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #309
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning
Peixian Ma ⋅ Xialie Zhuang ⋅ Chengjin Xu ⋅ Xuhui Jiang ⋅ Ran Chen ⋅ Jian Guo
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4516
RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph Optimization
Dongki Jung ⋅ Jaehoon Choi ⋅ Yonghan Lee ⋅ Dinesh Manocha
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2109
RNNs perform task computations by dynamically warping neural representations
Arthur Pellegrino ⋅ Angus Chadwick
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1008
Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning
Haolin Yang ⋅ Hakaze Cho ⋅ Yiqiao Zhong ⋅ Naoya Inoue
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1908
SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL
Yue Gong ⋅ Chuan Lei ⋅ Xiao Qin ⋅ Kapil Vaidya ⋅ Balakrishnan Narayanaswamy ⋅ Tim Kraska
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1102
Unmasking Puppeteers: Leveraging Biometric Leakage to Expose Impersonation in AI-Based Videoconferencing
Danial Samadi Vahdati ⋅ Tai Nguyen ⋅ Ekta Prashnani ⋅ Koki Nagano ⋅ david luebke ⋅ Orazio Gallo ⋅ Matthew Stamm
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4617
FOCUS: Internal MLLM Representations for Efficient Fine-Grained Visual Question Answering
Liangyu Zhong ⋅ Fabio Philipp Rosenthal ⋅ Joachim Sicking ⋅ Fabian Hüger ⋅ Thorsten Bagdonat ⋅ Hanno Gottschalk ⋅ Leo Schwinn
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3712
Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge
Nimrod Berman ⋅ Omkar Joglekar ⋅ Eitan Kosman ⋅ Dotan Di Castro ⋅ Omri Azencot
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5107
Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations
Yujia Zhang ⋅ Xiaoyang Wu ⋅ Yixing Lao ⋅ Chengyao Wang ⋅ Zhuotao Tian ⋅ Naiyan Wang ⋅ Hengshuang Zhao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3314
Don’t Trade Off Safety: Diffusion Regularization for Constrained Offline RL
Junyu guo ⋅ Zhi Zheng ⋅ Donghao Ying ⋅ Ming Jin ⋅ Shangding Gu ⋅ Costas J Spanos ⋅ Javad Lavaei
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3814
Subgraph Federated Learning via Spectral Methods
Javad Aliakbari ⋅ Johan Oestman ⋅ Ashkan Panahi ⋅ Alexandre Graell i Amat
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5518
UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback
Pengwei Liu ⋅ Hangjie Yuan ⋅ Bo Dong ⋅ Jiazheng Xing ⋅ Jinwang Wang ⋅ Rui Zhao ⋅ Weihua Chen ⋅ Fan Wang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3316
Eluder dimension: localise it!
Alireza Bakhtiari ⋅ Alex Ayoub ⋅ Samuel Robertson ⋅ David Janz ⋅ Csaba Szepesvari
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1811
Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
Tianrui Wang ⋅ Haoyu Wang ⋅ Meng Ge ⋅ Cheng Gong ⋅ Chunyu Qiang ⋅ Ziyang Ma ⋅ Zikang Huang ⋅ Guanrou Yang ⋅ Xiaobao Wang ⋅ Eng-Siong Chng ⋅ Xie Chen ⋅ Longbiao Wang ⋅ Jianwu Dang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2803
A Few Moments Please: Scalable Graphon Learning via Moment Matching
Reza Ramezanpour ⋅ Victor Manuel Tenorio Gomez ⋅ Antonio G. Marques ⋅ Ashutosh Sabharwal ⋅ Santiago Segarra
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1715
From Likelihood to Fitness: Improving Variant Effect Prediction in Protein and Genome Language Models
Charles W J Pugh ⋅ Paulina G. Nuñez-Valencia ⋅ Mafalda Dias ⋅ Jonathan Frazer
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1403
TimeWak: Temporal Chained-Hashing Watermark for Time Series Data
Zhi Wen Soi ⋅ Chaoyi Zhu ⋅ Fouad Abiad ⋅ Aditya Shankar ⋅ Jeroen Galjaard ⋅ Huijuan Wang ⋅ Lydia Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3110
Revisiting Agnostic Boosting
Arthur da Cunha ⋅ Mikael Møller Høgsgaard ⋅ Andrea Paudice ⋅ Yuxin Sun
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5314
Guarantees for Alternating Least Squares in Overparameterized Tensor Decompositions
Dionysis Arvanitakis ⋅ Vaidehi Srinivas ⋅ Aravindan Vijayaraghavan
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3016
Robust learning of halfspaces under log-concave marginals
Jane Lange ⋅ Arsen Vasilyan
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2315
Learning to Control Free-Form Soft Swimmers
Changyu Hu ⋅ Yanke Qu ⋅ Qiuan Yang ⋅ Xiaoyu Xiong ⋅ Kui Wu ⋅ Wei Li ⋅ Tao Du
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1200
SNEAKDOOR: Stealthy Backdoor Attacks against Distribution Matching-based Dataset Condensation
He Yang ⋅ Dongyi Lv ⋅ Song Ma ⋅ Wei Xi ⋅ Jizhong Zhao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5006
Hyperparameter Transfer Enables Consistent Gains of Matrix-Preconditioned Optimizers Across Scales
Shikai Qiu ⋅ Charlie Chen ⋅ Hoang Phan ⋅ Qi Lei ⋅ Andrew Wilson
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3718
CDFlow: Building Invertible Layers with Circulant and Diagonal Matrices
XUCHEN FENG ⋅ Siyu Liao
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3414
Learning to Rank for In-Context Example Retrieval
Yuwen Ji ⋅ Luodan Zhang ⋅ Ambyer han ⋅ Haoran Que ⋅ Lei Shi ⋅ Wang Chao ⋅ Yue Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3410
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking
Soyoung Yoon ⋅ Gyuwan Kim ⋅ Gyu-Hwung Cho ⋅ seung-won hwang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #508
Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Associations
David Burt ⋅ Renato Berlinghieri ⋅ Stephen Bates ⋅ Tamara Broderick
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4710
Towards Self-Refinement of Vision-Language Models with Triangular Consistency
Yunlong Deng ⋅ Guangyi Chen ⋅ Tianpei Gu ⋅ Lingjing Kong ⋅ Yan Li ⋅ Zeyu Tang ⋅ Kun Zhang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3500
IPFormer: Visual 3D Panoptic Scene Completion with Context-Adaptive Instance Proposals
Markus Gross ⋅ Aya Fahmy ⋅ Danit Niwattananan ⋅ Dominik Muhle ⋅ Rui Song ⋅ Daniel Cremers ⋅ Henri Meeß
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1605
Universally Invariant Learning in Equivariant GNNs
Jiacheng Cen ⋅ Anyi Li ⋅ Ning Lin ⋅ Tingyang Xu ⋅ Yu Rong ⋅ Deli Zhao ⋅ Zihe Wang ⋅ Wenbing Huang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4310
DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling
Yuang Ai ⋅ Qihang Fan ⋅ Xuefeng Hu ⋅ Zhenheng Yang ⋅ Ran He ⋅ Huaibo Huang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #305
Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners
Michal Nauman ⋅ Marek Cygan ⋅ Carmelo Sferrazza ⋅ Aviral Kumar ⋅ Pieter Abbeel
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2808
Missing Data Imputation by Reducing Mutual Information with Rectified Flows
Jiahao Yu ⋅ Qizhen Ying ⋅ Leyang Wang ⋅ Ziyue Jiang ⋅ Song Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4607
Simulation-Based Inference for Adaptive Experiments
Brian Cho ⋅ Aurelien Bibaut ⋅ Nathan Kallus
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #801
Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation
Mingfeng Fan ⋅ Jianan Zhou ⋅ Yifeng Zhang ⋅ Yaoxin Wu ⋅ Jinbiao Chen ⋅ Guillaume Sartoretti
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3702
Why Masking Diffusion Works: Condition on the Jump Schedule for Improved Discrete Diffusion
Alan Amin ⋅ Nate Gruver ⋅ Andrew Wilson
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1604
Multiscale guidance of protein structure prediction with heterogeneous cryo-EM data
Rishwanth Raghu ⋅ Axel Levy ⋅ Gordon Wetzstein ⋅ Ellen Zhong
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4707
UFM: A Simple Path towards Unified Dense Correspondence with Flow
Yuchen Zhang ⋅ Nikhil Keetha ⋅ Chenwei Lyu ⋅ Bhuvan Jhamb ⋅ Yutian Chen ⋅ Yuheng Qiu ⋅ Jay Karhade ⋅ Shreyas Jha ⋅ Yaoyu Hu ⋅ Deva Ramanan ⋅ Sebastian Scherer ⋅ Wenshan Wang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3719
Ask a Strong LLM Judge when Your Reward Model is Uncertain
Zhenghao Xu ⋅ Qin Lu ⋅ Qingru Zhang ⋅ Liang Qiu ⋅ Ilgee Hong ⋅ Changlong Yu ⋅ Wenlin Yao ⋅ Yao Liu ⋅ Haoming Jiang ⋅ Lihong Li ⋅ Hyokun Yun ⋅ Tuo Zhao
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1001
MultiScale Contextual Bandits for Long Term Objectives
Richa Rastogi ⋅ Yuta Saito ⋅ Thorsten Joachims
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2317
WeatherPrompt: Multi-modality Representation Learning for All-Weather Drone Visual Geo-Localization
Jiahao Wen ⋅ Hang Yu ⋅ Zhedong Zheng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4313
DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models
Komal Kumar ⋅ Rao Anwer ⋅ Fahad Shahbaz Khan ⋅ Salman Khan ⋅ Ivan Laptev ⋅ Hisham Cholakkal
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3315
Variance-Aware Feel-Good Thompson Sampling for Contextual Bandits
Xuheng Li ⋅ Quanquan Gu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5404
DIPO: Dual-State Images Controlled Articulated Object Generation Powered by Diverse Data
Ruiqi Wu ⋅ Xinjie wang ⋅ Liu.Liu ⋅ Chun-Le Guo ⋅ Jiaxiong Qiu ⋅ Chongyi Li ⋅ Lichao Huang ⋅ Zhizhong Su ⋅ Ming-Ming Cheng
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #408
Reinforcement learning for one-shot DAG scheduling with comparability identification and dense reward
Xumai Qi ⋅ Dongdong Zhang ⋅ Taotao Liu ⋅ Hongcheng Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2610
Diverse Influence Component Analysis: A Geometric Approach to Nonlinear Mixture Identifiability
Hoang Son Nguyen ⋅ Xiao Fu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #302
Learning Equilibria from Data: Provably Efficient Multi-Agent Imitation Learning
Till Freihaut ⋅ Luca Viano ⋅ Volkan Cevher ⋅ Matthieu Geist ⋅ Giorgia Ramponi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2511
Efficient Adaptive Experimentation with Noncompliance
Miruna Oprescu ⋅ Brian Cho ⋅ Nathan Kallus
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1307
Why Do Some Language Models Fake Alignment While Others Don't?
Abhay Sheshadri ⋅ John Hughes ⋅ Julian Michael ⋅ Alex Mallen ⋅ Arun Jose ⋅ Fabien Roger
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3411
Rethinking Residual Distribution in Locate-then-Edit Model Editing
Xiaopeng Li ⋅ Shangwen Wang ⋅ Shasha Li ⋅ Shezheng Song ⋅ Bin Ji ⋅ Ma Jun ⋅ Jie Yu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3210
On the Convergence of Single-Timescale Actor-Critic
Navdeep Kumar ⋅ Priyank Agrawal ⋅ Giorgia Ramponi ⋅ Kfir Y. Levy ⋅ Shie Mannor
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3916
Scalable Neural Network Geometric Robustness Validation via Hölder Optimisation
Yanghao Zhang ⋅ Panagiotis Kouvaros ⋅ Alessio Lomuscio
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #514
Zero-shot World Models via Search in Memory
Federico Malato ⋅ Ville Hautamäki
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1705
FAPEX: Fractional Amplitude-Phase Expressor for Robust Cross-Subject Seizure Prediction
Ruizhe Zheng ⋅ Lingyan Mao ⋅ DINGDING HAN ⋅ Tian Luo ⋅ Yi Wang ⋅ Jing Ding ⋅ Yuguo Yu
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4107
Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction
Hongtao Huang ⋅ Chengkai Huang ⋅ Junda Wu ⋅ Tong Yu ⋅ Julian McAuley ⋅ Lina Yao
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3100
Accelerating data-driven algorithm selection for combinatorial partitioning problems
Vaggos Chatziafratis ⋅ Ishani Karmarkar ⋅ Yingxi Li ⋅ Ellen Vitercik
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5409
Alignment of Large Language Models with Constrained Learning
Botong Zhang ⋅ Shuo Li ⋅ Ignacio Hounie ⋅ Osbert Bastani ⋅ Dongsheng Ding ⋅ Alejandro Ribeiro
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3003
A Unified Stability Analysis of SAM vs SGD: Role of Data Coherence and Emergence of Simplicity Bias
WEI-KAI CHANG ⋅ Rajiv Khanna
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4203
Let the LLM Stick to Its Strengths: Learning to Route Economical LLM
Yi-Kai Zhang ⋅ Shiyin Lu ⋅ Qingguo Chen ⋅ Weihua Luo ⋅ De-Chuan Zhan ⋅ Han-Jia Ye
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1905
Self Iterative Label Refinement via Robust Unlabeled Learning
Hikaru Asano ⋅ Tadashi Kozuno ⋅ Yukino Baba
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5402
Length Generalization via Auxiliary Tasks
Pranjal Awasthi ⋅ Anupam Gupta ⋅ Ravi Kumar
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #301
Partner Modelling Emerges in Recurrent Agents (But Only When It Matters)
Ruaridh Mon-Williams ⋅ Max Taylor-Davies ⋅ Elizabeth Mieczkowski ⋅ Natalia Vélez ⋅ Neil Bramley ⋅ Yanwei Wang ⋅ Tom Griffiths ⋅ Christopher G Lucas
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3015
Agnostic Active Learning Is Always Better Than Passive Learning
Steve Hanneke
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5407
Probing Hidden Knowledge Holes in Unlearned LLMs
Myeongseob Ko ⋅ Hoang Anh Just ⋅ Charles Fleming ⋅ Ming Jin ⋅ Ruoxi Jia
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2417
Co-PatcheR: Collaborative Software Patching with Component-specific Small Reasoning Models
Yuheng Tang ⋅ Hongwei Li ⋅ Kaijie Zhu ⋅ Michael Yang ⋅ Yangruibo Ding ⋅ Wenbo Guo
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #712
Sharper Convergence Rates for Nonconvex Optimisation via Reduction Mappings
Evan Markou ⋅ Thalaiyasingam Ajanthan ⋅ Stephen Gould
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5311
Solving the Asymmetric Traveling Salesman Problem via Trace-Guided Cost Augmentation
Zhen Zhang ⋅ Prof Javen Qinfeng Shi ⋅ Wee Sun Lee
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1400
IF-Guide: Influence Function-Guided Detoxification of LLMs
Zachary Coalson ⋅ Juhan Bae ⋅ Nicholas Carlini ⋅ Sanghyun Hong
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2112
Scalable inference of functional neural connectivity at submillisecond timescales
Arina Medvedeva ⋅ Edoardo Balzani ⋅ Alex Williams ⋅ Stephen Keeley
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2813
Parsimonious Predictions for Strategyproof Scheduling
Richard Cole ⋅ Anupam Gupta ⋅ Pranav Jangir
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1602
Aligning Transformers with Continuous Feedback via Energy Rank Alignment
Shriram Chennakesavalu ⋅ Frank Hu ⋅ Sebastian Ibarraran ⋅ Grant Rotskoff
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1205
Diffusion Federated Dataset
SEOKJU HAHN ⋅ Junghye Lee
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #816
Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints
Hyungki Im ⋅ Wyame Benslimane ⋅ Paul Grigas
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2413
Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
Guoqing Hu ⋅ An Zhang ⋅ Shuchang Liu ⋅ Wenyu Mao ⋅ Jiancan Wu ⋅ Xun Yang ⋅ Xiang Li ⋅ Lantao Hu ⋅ Han Li ⋅ Kun Gai ⋅ Xiang Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #105
LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions
Hadi Askari ⋅ Shivanshu Gupta ⋅ Fei Wang ⋅ Anshuman Chhabra ⋅ Muhao Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4801
Taming generative video models for zero-shot optical flow extraction
Seungwoo Kim ⋅ Khai Loong Aw ⋅ Klemen Kotar ⋅ Cristobal Eyzaguirre ⋅ Wanhee Lee ⋅ Yunong Liu ⋅ Jared Watrous ⋅ Stefan Stojanov ⋅ Juan Carlos Niebles ⋅ Jiajun Wu ⋅ Daniel Yamins
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1407
Many LLMs Are More Utilitarian Than One
Anita Keshmirian ⋅ Razan Baltaji ⋅ Babak Hemmatian ⋅ Hadi Asghari ⋅ Lav Varshney
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2003
BrainMoE: Cognition Joint Embedding via Mixture-of-Expert Towards Robust Brain Foundation Model
Ziquan Wei ⋅ Tingting Dan ⋅ Tianlong Chen ⋅ Guorong Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4016
BLEUBERI: BLEU is a surprisingly effective reward for instruction following
Yapei Chang ⋅ Yekyung Kim ⋅ Michael Krumdick ⋅ Amir Zadeh ⋅ Chuan Li ⋅ Chris Tanner ⋅ Mohit Iyyer
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5504
Fair Cooperation in Mixed-Motive Games via Conflict-Aware Gradient Adjustment
Woojun Kim ⋅ Katia Sycara
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1112
LLMs Encode Harmfulness and Refusal Separately
Jiachen Zhao ⋅ Jing Huang ⋅ Zhengxuan Wu ⋅ David Bau ⋅ Weiyan Shi
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2400
TimePerceiver: An Encoder-Decoder Framework for Generalized Time-Series Forecasting
Jaebin Lee ⋅ Hankook Lee
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1010
ProxySPEX: Inference-Efficient Interpretability via Sparse Feature Interactions in LLMs
Landon Butler ⋅ Abhineet Agarwal ⋅ Justin Kang ⋅ Yigit Efe Erginbas ⋅ Bin Yu ⋅ Kannan Ramchandran
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3905
Go With the Flow: Fast Diffusion for Gaussian Mixture Models
George Rapakoulias ⋅ Ali Reza Pedram ⋅ Fengjiao Liu ⋅ Lingjiong Zhu ⋅ Panagiotis Tsiotras
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5517
Fast exact recovery of noisy matrix from few entries: the infinity norm approach
BaoLinh Tran ⋅ Van Vu
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3616
ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge
Cuong Dao ⋅ The Hung Tran ⋅ Phi Le Nguyen ⋅ Truong Thao Nguyen ⋅ Nghia Hoang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3900
Generalization vs Specialization under Concept Shift
Alex Nguyen ⋅ David Schwab ⋅ Vudtiwat Ngampruetikorn
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5414
KGGen: Extracting Knowledge Graphs from Plain Text with Language Models
Belinda Mo ⋅ Kyssen Yu ⋅ Joshua Kazdan ⋅ Proud Mpala ⋅ Lisa Yu ⋅ Charilaos Kanatsoulis ⋅ Sanmi Koyejo
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3400
Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional under Proportional Asymptotics
Sean McGrath ⋅ Debarghya Mukherjee ⋅ Rajarshi Mukherjee ⋅ Zixiao Jolene Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2211
EgoBridge: Domain Adaptation for Generalizable Imitation from Egocentric Human Data
Ryan Punamiya ⋅ Dhruv Patel ⋅ Patcharapong Aphiwetsa ⋅ Pranav Kuppili ⋅ Lawrence Zhu ⋅ Simar Kareer ⋅ Judy Hoffman ⋅ Danfei Xu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2312
Adv-BMT: Bidirectional Motion Transformer for Safety-Critical Traffic Scenario Generation
Yuxin Liu ⋅ Zhenghao (Mark) Peng ⋅ Xuanhao Cui ⋅ Bolei Zhou
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3307
Adversarial Robustness of Nonparametric Regression
Parsa Moradi ⋅ Hanzaleh Nodehi ⋅ Mohammad Maddah-Ali
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2013
SPINT: Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding
Trung Le ⋅ Hao Fang ⋅ Jingyuan Li ⋅ Tung Nguyen ⋅ Lu Mi ⋅ Amy L Orsborn ⋅ Uygar Sümbül ⋅ Eli Shlizerman
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1201
Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving
Xuan Chen ⋅ Shiwei Feng ⋅ Zikang Xiong ⋅ Shengwei An ⋅ Yunshu Mao ⋅ Lu Yan ⋅ Guanhong Tao ⋅ Wenbo Guo ⋅ Xiangyu Zhang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1903
Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation
David Heineman ⋅ Valentin Hofmann ⋅ Ian Magnusson ⋅ Yuling Gu ⋅ Noah Smith ⋅ Hanna Hajishirzi ⋅ Kyle Lo ⋅ Jesse Dodge
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4001
From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers
Ryotaro Kawata ⋅ Yujin Song ⋅ Alberto Bietti ⋅ Naoki Nishikawa ⋅ Taiji Suzuki ⋅ Samuel Vaiter ⋅ Denny Wu
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3510
ZeroS: Zero‑Sum Linear Attention for Efficient Transformers
Jiecheng Lu ⋅ Xu Han ⋅ Yan Sun ⋅ Viresh Pati ⋅ Yubin Kim ⋅ Siddhartha Somani ⋅ Shihao Yang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #201
Versatile Transferable Unlearnable Example Generator
Zhihao Li ⋅ Jiale Cai ⋅ Gezheng Xu ⋅ Hao Zheng ⋅ Qiuyue Li ⋅ Fan Zhou ⋅ Shichun Yang ⋅ Charles Ling ⋅ Boyu Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #600
Gaussian Processes for Shuffled Regression
Masahiro Kohjima
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1805
Distributional LLM-as-a-Judge
Luyu Chen ⋅ Zeyu Zhang ⋅ Haoran Tan ⋅ Quanyu Dai ⋅ Yang Hao ⋅ Zhenhua Dong ⋅ Xu Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3819
CCL: Causal-aware In-context Learning for Out-of-Distribution Generalization
Hoyoon Byun ⋅ Gyeongdeok Seo ⋅ Joonseong Kang ⋅ Taero Kim ⋅ Jihee Kim ⋅ Kyungwoo Song
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2904
On Learning Verifiers and Implications to Chain-of-Thought Reasoning
Maria-Florina Balcan ⋅ Avrim Blum ⋅ Zhiyuan Li ⋅ Dravyansh Sharma
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #608
SimpleStrat: Diversifying Language Model Generation with Stratification
Justin Wong ⋅ Yury Orlovskiy ⋅ Alexander Shypula ⋅ Michael Luo ⋅ Sanjit Seshia ⋅ Joseph Gonzalez
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2911
Procurement Auctions with Predictions: Improved Frugality for Facility Location
Eric Balkanski ⋅ Nicholas DeFilippis ⋅ Vasilis Gkatzelis ⋅ Xizhi Tan
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2208
Model-Based Policy Adaptation for Closed-Loop End-to-end Autonomous Driving
Haohong Lin ⋅ Yunzhi Zhang ⋅ Wenhao Ding ⋅ Jiajun Wu ⋅ DING ZHAO
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2004
Time-Masked Transformers with Lightweight Test-Time Adaptation for Neural Speech Decoding
Ebrahim Feghhi ⋅ Shreyas Kaasyap ⋅ Nima Hadidi ⋅ Jonathan Kao
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3609
Multitask Learning with Stochastic Interpolants
Hugo Negrel ⋅ Florentin Coeurdoux ⋅ Michael Albergo ⋅ Eric Vanden-Eijnden
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #113
LogicTree: Improving Complex Reasoning of LLMs via Instantiated Multi-step Synthetic Logical Data
Zehao Wang ⋅ Lin Yang ⋅ Jie Wang ⋅ Kehan Wang ⋅ Hanzhu Chen ⋅ Bin Wang ⋅ Jianye Hao ⋅ Defu Lian ⋅ Bin Li ⋅ Enhong Chen
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4109
CAS-Spec: Cascade Adaptive Self-Speculative Decoding for On-the-Fly Lossless Inference Acceleration of LLMs
Zhiyuan Ning ⋅ Jiawei Shao ⋅ Ruge Xu ⋅ Xinfei Guo ⋅ Jun Zhang ⋅ Chi Zhang ⋅ Xuelong Li
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #313
Incentivizing LLMs to Self-Verify Their Answers
Fuxiang Zhang ⋅ Jiacheng Xu ⋅ Chaojie Wang ⋅ Ce Cui ⋅ Yang Liu ⋅ Bo An
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #316
COLA: Towards Efficient Multi-Objective Reinforcement Learning with Conflict Objective Regularization in Latent Space
Pengyi Li ⋅ Hongyao Tang ⋅ Yifu Yuan ⋅ Jianye Hao ⋅ Zibin Dong ⋅ YAN ZHENG
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4307
A Gradient Guidance Perspective on Stepwise Preference Optimization for Diffusion Models
Joshua Tian Jin Tee ⋅ Hee Suk Yoon ⋅ Abu Hanif Muhammad Syarubany ⋅ Eunseop Yoon ⋅ Chang Yoo
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2113
Improving Task-Specific Multimodal Sentiment Analysis with General MLLMs via Prompting
Haoyu Zhang ⋅ Yinan Zhang ⋅ Chaolong Ying ⋅ Xiaoying Tang ⋅ Tianshu Yu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #106
Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data
Zhenqing Ling ⋅ Daoyuan Chen ⋅ Liuyi Yao ⋅ Qianli Shen ⋅ Yaliang Li ⋅ Ying Shen
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #314
Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning Models
Junyi Li ⋅ Hwee Tou Ng
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #216
Periodic Skill Discovery
Jonghae Park ⋅ Daesol Cho ⋅ Jusuk Lee ⋅ Dongseok Shim ⋅ Inkyu Jang ⋅ H. Jin Kim
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1807
Cooperative Retrieval-Augmented Generation for Question Answering: Mutual Information Exchange and Ranking by Contrasting Layers
Youmin Ko ⋅ Sungjong Seo ⋅ Hyunjoon Kim
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3312
Efficient Preference-Based Reinforcement Learning: Randomized Exploration meets Experimental Design
Andreas Schlaginhaufen ⋅ Reda Ouhamma ⋅ Maryam Kamgarpour
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1906
AudSemThinker: Enhancing Audio-Language Models Through Reasoning over Semantics of Sound
Gijs Wijngaard ⋅ Elia Formisano ⋅ Michele Esposito ⋅ Michel Dumontier
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #901
Prior Forgetting and In-Context Overfitting
Sungyoon Lee
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3715
Joint Relational Database Generation via Graph-Conditional Diffusion Models
Mohamed Amine Ketata ⋅ David Lüdke ⋅ Leo Schwinn ⋅ Stephan Günnemann
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2600
Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning
Félix Lefebvre ⋅ Gael Varoquaux
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2715
MetaKoopman: Bayesian Meta-Learning of Koopman Operators for Modeling Structured Dynamics under Distribution Shifts
Mahmoud Selim ⋅ Sriharsha Bhat ⋅ Karl H. Johansson
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5319
Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
Hongqiong Zhong ⋅ Qingyang Teng ⋅ Baolin Zheng ⋅ Guanlin Chen ⋅ Yingshui Tan ⋅ Zhendong Liu ⋅ Jiaheng Liu ⋅ Wenbo Su ⋅ Xiaoyong Zhu ⋅ Bo Zheng ⋅ Kaifu Zhang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #115
Generating Informative Samples for Risk-Averse Fine-Tuning of Downstream Tasks
Heasung Kim ⋅ Taekyun Lee ⋅ Hyeji Kim ⋅ Gustavo De Veciana
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1813
Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models
Zekai Zhao ⋅ Qi Liu ⋅ Kun Zhou ⋅ Zihan Liu ⋅ Yifei Shao ⋅ Zhiting Hu ⋅ Biwei Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2607
Scalable Evaluation and Neural Models for Compositional Generalization
Giacomo Camposampiero ⋅ Pietro Barbiero ⋅ Michael Hersche ⋅ Roger Wattenhofer ⋅ Abbas Rahimi
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2910
Stochastic Principal-Agent Problems: Computing and Learning Optimal History-Dependent Policies
Jiarui Gan ⋅ R Majumdar ⋅ Debmalya Mandal ⋅ Goran Radanovic
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1405
SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment
Wonje Jeung ⋅ Yoon Sangyeon ⋅ Minsuk Kahng ⋅ Albert No
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5417
Meta-learning how to Share Credit among Macro-Actions
Ionel-Alexandru Hosu ⋅ Traian Rebedea ⋅ Razvan Pascanu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2007
Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models
Omer Moussa ⋅ Mariya Toneva
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #906
Exploring Landscapes for Better Minima along Valleys
Tong Zhao ⋅ Jiacheng Li ⋅ Yuanchang Zhou ⋅ Guangming Tan ⋅ Weile Jia
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1015
Unveiling Concept Attribution in Diffusion Models
Nguyen Hung-Quang ⋅ Hoang Phan ⋅ Khoa D Doan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3107
Kernel conditional tests from learning-theoretic bounds
Pierre-François Massiani ⋅ Christian Fiedler ⋅ Lukas Haverbeck ⋅ Friedrich Solowjow ⋅ Sebastian Trimpe
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4515
Towards Generalizable 3D Human Pose Estimation via Ensembles on Flat Loss Landscapes
Jumin Han ⋅ Jun-Hui Kim ⋅ Seong-Whan Lee
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3007
Algorithm- and Data-Dependent Generalization Bounds for Diffusion Models
Benjamin Dupuis ⋅ Dario Shariatian ⋅ Maxime Haddouche ⋅ Alain Durmus ⋅ Umut Simsekli
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4608
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning
Haozhe Wang ⋅ Chao Qu ⋅ Zuming Huang ⋅ Wei Chu ⋅ Fangzhen Lin ⋅ Wenhu Chen
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4614
OpenBox: Annotate Any Bounding Boxes in 3D
In-Jae Lee ⋅ Mungyeom Kim ⋅ Kwonyoung Ryu ⋅ Pierre Musacchio ⋅ Jaesik Park
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3817
SNAP: Low-Latency Test-Time Adaptation with Sparse Updates
Hyeongheon Cha ⋅ Dong Min Kim ⋅ Hye Won Chung ⋅ Taesik Gong ⋅ Sung-Ju Lee
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2707
TabDPT: Scaling Tabular Foundation Models on Real Data
Junwei Ma ⋅ Valentin Thomas ⋅ Rasa Hosseinzadeh ⋅ Alex Labach ⋅ Jesse Cresswell ⋅ Keyvan Golestan ⋅ Guangwei Yu ⋅ Anthony L Caterini ⋅ Maks Volkovs
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4908
CoralVQA: A Large-Scale Visual Question Answering Dataset for Coral Reef Image Understanding
hongyong han · Wei Wang · Gaowei Zhang · Mingjie Li · Yi Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2301
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
Yanru Sun ⋅ Zongxia Xie ⋅ Emadeldeen Eldele ⋅ Dongyue Chen ⋅ Qinghua Hu ⋅ Min Wu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5100
Can LLMs Correct Themselves? A Benchmark of Self-Correction in LLMs
Guiyao Tie · Zenghui Yuan · Zeli Zhao · Chaoran Hu · Tianhe Gu · Ruihang Zhang · Sizhe Zhang · Junran Wu · Xiaoyue Tu · Ming Jin · Qingsong Wen · Lixing Chen · Pan Zhou · Lichao Sun
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4714
Fact-R1: Towards Explainable Video Misinformation Detection with Deep Reasoning
Fanrui Zhang ⋅ Dian Li ⋅ Qiang Zhang ⋅ Chenjun ⋅ sinbadliu ⋅ Junxiong Lin ⋅ Jiahong Yan ⋅ Jiawei Liu ⋅ Zheng-Jun Zha
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5109
RayFusion: Ray Fusion Enhanced Collaborative Visual Perception
Shaohong Wang ⋅ Lu Bin ⋅ Xinyu Xiao ⋅ Hanzhi Zhong ⋅ Bowen Pang ⋅ Tong Wang ⋅ Zhiyu Xiang ⋅ Hangguan Shan ⋅ Eryun Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5209
4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time
Ziqiao Ma ⋅ Xuweiyi Chen ⋅ Shoubin Yu ⋅ Sai Bi ⋅ Kai Zhang ⋅ Ziwen Chen ⋅ Sihan Xu ⋅ Jianing Yang ⋅ Zexiang Xu ⋅ Kalyan Sunkavalli ⋅ Mohit Bansal ⋅ Joyce Chai ⋅ Hao Tan
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1708
Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding
Hanyin Wang ⋅ Zhenbang Wu ⋅ Gururaj Kolar ⋅ Hariprasad Korsapati ⋅ Brian Bartlett ⋅ Bryan Hull ⋅ Jimeng Sun
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5101
SoMi-ToM: Evaluating Multi-Perspective Theory of Mind in Embodied Social Interactions
Xianzhe Fan · Xuhui Zhou · Chuanyang Jin · Kolby Nottingham · Hao Zhu · Maarten Sap
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4103
OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps
Bingnan Li · Chen-Yu Wang · Haiyang Xu · Xiang Zhang · Ethan Armand · Divyansh Srivastava · Shan Xiaojun · Zeyuan Chen · Jianwen Xie · Zhuowen Tu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4504
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition
Christoph Schuhmann · Robert Kaczmarczyk · Gollam Rabby · Maurice Kraus · Felix Friedrich · Huu Nguyen · Kalyan Sai Krishna · Kourosh Nadi · Kristian Kersting · Sören Auer
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1210
Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning
Marlon Tobaben ⋅ Hibiki Ito ⋅ Joonas Jälkö ⋅ Yuan He ⋅ Antti Honkela
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1610
SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia
Mengxuan Chen · Li · Zou Ziheng · Fang Wang · Jinxiao Zhang · Runmin Dong · Juepeng Zheng · Haohuan Fu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1615
Measuring Scientific Capabilities of Language Models with a Systems Biology Dry Lab
Haonan Duan · Stephen Lu · Caitlin F Harrigan · Nishkrit Desai · Jiarui Lu · Michał Koziarski · Leonardo Cotta · Chris Maddison
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5201
OmniBench: Towards The Future of Universal Omni-Language Models
Yizhi Li · Ge Zhang · Yinghao Ma · Ruibin Yuan · Zhu · Hangyu Guo · Yiming Liang · Jiaheng Liu · Noah Wang · Jian Yang · Siwei Wu · Xingwei Qu · Jinjie Shi · Xinyue Zhang · Zhenzhu Yang · Yidan WEN · Yanghai Wang · Shihao Li · ZHAO-XIANG ZHANG · Ruibo Liu · Emmanouil Benetos · Wenhao Huang · Chenghua Lin
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5102
PSMBench: A Benchmark and Dataset for Evaluating LLMs Extraction of Protocol State Machines from RFC Specifications
Zilin Shen · Xinyu Luo · Imtiaz Karim · Elisa Bertino
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4909
egoEMOTION: Egocentric Vision and Physiological Signals for Emotion and Personality Recognition in Real-world Tasks
Matthias Jammot · Björn Braun · Paul Streli · Rafael Wampfler · Christian Holz
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1313
Neither Valid nor Reliable? Investigating the Use of LLMs as Judges
Khaoula Chehbouni · Mohammed Haddou · Jackie CK Cheung · Golnoosh Farnadi
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1411
CLEVER: A Curated Benchmark for Formally Verified Code Generation
Amitayush Thakur · Jasper Lee · George Tsoukalas · Meghana Sistla · Matthew Zhao · Stefan Zetzsche · Greg Durrett · Yisong Yue · Swarat Chaudhuri
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3801
CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
Teresa Huang · Richard Stiskalek · Jun-Young Lee · Adrian Bayer · Charles Margossian · Christian Kragh Jespersen · Lucia Perez · Lawrence Saul · Francisco Villaescusa
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4602
EgoBlind: Towards Egocentric Visual Assistance for the Blind
Junbin Xiao · Nanxin Huang · Hao Qiu · Zhulin Tao · Xun Yang · Richang Hong · Meng Wang · Angela Yao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3615
zip2zip: Inference-Time Adaptive Tokenization via Online Compression
Saibo Geng ⋅ Nathan Ranchin ⋅ Yunzhen Yao ⋅ Maxime Peyrard ⋅ Chris Wendler ⋅ Michael Gastpar ⋅ Robert West
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4601
SMMILE: An expert-driven benchmark for multimodal medical in-context learning
Melanie Rieff · Maya Varma · Ossian Rabow · Subathra Adithan · Julie Kim · Ken Chang · Hannah Lee · Nidhi Rohatgi · Christian Bluethgen · Mohamed Muneer · Jean-Benoit Delbrouck · Michael Moor
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5200
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
Yuhao Zhou · Yiheng Wang · Xuming He · Ruoyao Xiao · Zhiwei Li · Qiantai Feng · Zijie Guo · Yuejin Yang · Hao Wu · Wenxuan Huang · Jiaqi Wei · Dan Si · YAO XIUQI · Jia Bu · Haiwen Huang · Tianfan Fu · SHIXIANG TANG · Ben Fei · Dongzhan Zhou · Fenghua Ling · Yan Lu · Siqi Sun · Chenhui Li · Guanjie Zheng · Jiancheng Lv · Wenlong Zhang · LEI BAI
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2206
SonoGym: High Performance Simulation for Challenging Surgical Tasks with Robotic Ultrasound
Yunke Ao · Masoud Moghani · Mayank Mittal · Manish Prajapat · Luohong Wu · Frederic Giraud · Fabio Carrillo · Andreas Krause · Philipp Fürnstahl
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5205
GenSpace: Benchmarking Spatially-Aware Image Generation
Zehan Wang · Jiayang Xu · Ziang Zhang · Tianyu Pang · Chao Du · Hengshuang Zhao · Zhou Zhao
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #611
RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation
Songhao Han · Boxiang Qiu · Yue Liao · Siyuan Huang · Chen Gao · Shuicheng Yan · Si Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #402
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Frank (Fangzheng) Xu · Yufan Song · Boxuan Li · Yuxuan Tang · Kritanjali Jain · Mengxue Bao · Zora Wang · Xuhui Zhou · Zhitong Guo · Murong Cao · Mingyang Yang · Hao Yang Lu · Amaad Martin · Zhe Su · Leander Maben · Raj Mehta · Wayne Chi · Lawrence Jang · Yiqing Xie · Shuyan Zhou · Graham Neubig
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #910
A Stable Whitening Optimizer for Efficient Neural Network Training
Kevin Frans ⋅ Sergey Levine ⋅ Pieter Abbeel
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2303
Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series
Ching Chang · Jeehyun Hwang · Yidan Shi · Haixin Wang · Wei Wang · Wen-Chih Peng · Tien-Fu Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #700
Bridging Crypto with ML-based Solvers: the SAT Formulation and Benchmarks
Xinhao Zheng · Xinhao Song · Bolin Qiu · Yang Li · Zhongteng Gui · Junchi Yan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4406
GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation
Yuchen Li · Chaoran Feng · Zhenyu Tang · Kaiyuan Deng · Wangbo Yu · Yonghong Tian · Li Yuan
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #112
Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance
Aladin Djuhera · Swanand Kadhe · Syed Zawad · Farhan Ahmed · Heiko Ludwig · Holger Boche
[ Slides [ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4500
OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata
Oussema Dhaouadi · Riccardo Marin · Johannes Meier · Jacques Kaiser · Daniel Cremers
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4503
MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
Chaoyou Fu · Peixian Chen · Yunhang Shen · Yulei Qin · Mengdan Zhang · Xu Lin · Jinrui Yang · Xiawu Zheng · Ke Li · Xing Sun · Yunsheng Wu · Rongrong Ji · Caifeng Shan · Ran He
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1312
OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents
Thomas Kuntz · Agatha Duzan · Hao Zhao · Francesco Croce · Zico Kolter · Nicolas Flammarion · Maksym Andriushchenko
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1612
OceanBench: A Benchmark for Data-Driven Global Ocean Forecasting systems
Anass El Aouni · Quentin Gaudel · J. Emmanuel Johnson · REGNIER Charly · Julien Le Sommer · Simon van Gennip · ronan fablet · Marie Drevillon · Yann DRILLET · Pierre Le Traon
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1111
Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI Systems
Gordon Dai · Yunze Xiao
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4600
Situat3DChange: Situated 3D Change Understanding Dataset for Multimodal Large Language Model
Ruiping Liu · Junwei Zheng · Yufan Chen · Zirui Wang · Kunyu Peng · Kailun Yang · Jiaming Zhang · Marc Pollefeys · Rainer Stiefelhagen
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1801
NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions
Weizhe Yuan · Jane Yu · Song Jiang · Karthik Padthe · Yang Li · Dong Wang · Ilia Kulikov · Kyunghyun Cho · Yuandong Tian · Jason Weston · Xian Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2908
A duality framework for analyzing random feature and two-layer neural networks
Hongrui Chen · Jihao Long · Lei Wu
[ Poster [ URL
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1110
AI Testing Should Account for Sophisticated Strategic Behaviour
Vojta Kovarik · Eric Chen · Sami Petersen · Alexis Ghersengorin · Vincent Conitzer
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5104
Position: Towards Bidirectional Human-AI Alignment
Hua Shen · Tiffany Knearem · Reshmi Ghosh · Kenan Alkiek · Kundan Krishna · Liu Yachuan · Savvas Petridis · Yi-Hao Peng · Li Qiwei · Chenglei Si · Yutong Xie · Jeffrey Bigham · Frank Bentley · Joyce Chai · Zachary Lipton · Qiaozhu Mei · Michael Terry · Diyi Yang · Meredith Morris · Paul Resnick · David Jurgens
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2203
Emerging Risks from Embodied AI Require Urgent Policy Action
Jared Perlo · Alexander Robey · Fazl Barez · Jakob Mökander
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4505
Intend to Move: A Multimodal Dataset for Intention-Aware Human Motion Understanding
Ryo Umagami · Liu Yue · Xuangeng Chu · Ryuto Fukushima · Tetsuya Narita · Yusuke Mukuta · Tomoyuki Takahata · Jianfei Yang · Tatsuya Harada
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1800
LawShift: Benchmarking Legal Judgment Prediction Under Statute Shifts
Zhuo Han · Yi Yang · Yi Feng · Wanhong Huang · Ding Xuxing · Chuanyi Li · Jidong Ge · Vincent Ng
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2405
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering
Rushi Qiang · Yuchen Zhuang · Yinghao Li · Dingu Sagar V K · Rongzhi Zhang · ChangHao Li · Ian Wong · Sherry Yang · Percy Liang · Chao Zhang · Bo Dai
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1410
DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads
Antonio Guillen-Perez · Avisek Naug · Vineet Gundecha · Sahand Ghorbanpour · Ricardo Luna Gutierrez · Ashwin Ramesh Babu · Munther Salim · Shubhanker Banerjee · Eoin Essink · Damien Fay · Soumyendu Sarkar
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2204
LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
Rui Li · Zixuan Hu · Wenxi Qu · Jinouwen Zhang · Zhenfei Yin · Sha Zhang · Xuantuo Huang · Hanqing Wang · Tai WANG · Jiangmiao Pang · Wanli Ouyang · LEI BAI · Wangmeng Zuo · LINGYU DUAN · Dongzhan Zhou · SHIXIANG TANG
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3800
GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data
Gleb Bazhenov · Oleg Platonov · Liudmila Prokhorenkova
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #401
GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents
Manish Shetty · Naman Jain · Jinjian Liu · Vijay Kethanaboyina · Koushik Sen · Ion Stoica
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1311
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
Ivan Evtimov · Arman Zharmagambetov · Aaron Grattafiori · Chuan Guo · Kamalika Chaudhuri
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5002
PartNeXt: A Next-Generation Dataset for Fine-Grained and Hierarchical 3D Part Understanding
Penghao Wang · Yiyang He · Xin Lv · Yukai Zhou · Lan Xu · Jingyi Yu · Jiayuan Gu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4102
EgoVid-5M: A Large-Scale Video-Action Dataset for Egocentric Videos Generation
Xiaofeng Wang · Kang Zhao · Feng Liu · Jiayu Wang · Guosheng Zhao · Xiaoyi Bao · Zheng Zhu · Yingya Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1310
VMDT: Decoding the Trustworthiness of Video Foundation Models
Yujin Potter · Zhun Wang · Nicholas Crispino · Kyle Montgomery · Alexander Xiong · Ethan Chang · Francesco Pinto · Yuqi Chen · Rahul Gupta · Morteza Ziyadi · Christos Christodoulopoulos · Bo Li · Chenguang Wang · Dawn Song
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2406
AgMMU: A Comprehensive Agricultural Multimodal Understanding Benchmark
Aruna Gauba · Irene Pi · Yunze Man · Ziqi Pang · Vikram Adve · Yu-Xiong Wang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5003
AGC-Drive: A Large-Scale Dataset for Real-World Aerial-Ground Collaboration in Driving Scenarios
Yunhao Hou · Bochao Zou · Min Zhang · 燃 陈 · Shangdong Yang · Yanmei Zhang · Junbao Zhuo · Siheng Chen · Jiansheng Chen · Huimin Ma
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1504
BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models
Evan Antoniuk · Shehtab Zaman · Tal Ben-Nun · Peggy Li · James Diffenderfer · Busra Sahin · Obadiah Smolenski · Everett Grethel · Tim Hsu · Anna Hiszpanski · Kenneth Chiu · Bhavya Kailkhura · Brian Van Essen
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2407
Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking
Changlun Li · Yao SHI · Chen Wang · Qiqi Duan · Runke RUAN · Weijie Huang · Haonan Long · Lijun Huang · Nan Tang · Yuyu Luo
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2408
LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?
Zihan Zheng · Zerui Cheng · Zeyu Shen · Shang Zhou · Kaiyuan Liu · Hansen He · Dongruixuan Li · Stanley Wei · Hangyi Hao · Jianzhu Yao · Peiyao Sheng · Zixuan Wang · Wenhao Chai · Aleksandra Korolova · Peter Henderson · Sanjeev Arora · Pramod Viswanath · Jingbo Shang · Saining Xie
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3602
REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
Div Garg · Diego Caples · Andis Draguns · Nikil Ravi · Pranav Putta · Naman Garg · Prannay Hebbar · Youngchul Joo · Jindong Gu · Charles London · Christian Schroeder de Witt · Sumeet Motwani
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1712
CogPhys: Assessing Cognitive Load via Multimodal Remote and Contact-based Physiological Sensing
Anirudh Bindiganavale Harish · Peikun Guo · Bhargav Ghanekar · Diya Gupta · Akilesh Rajavenkatanarayan · MANOJ SHARMA · Maureen August · Akane Sano · Ashok Veeraraghavan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2615
LCDB 1.1: A Database Illustrating Learning Curves Are More Ill-Behaved Than Previously Thought
Cheng Yan · Felix Mohr · Tom Viering
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2507
Massive Sound Embedding Benchmark (MSEB)
Georg Heigold · Ehsan Variani · Tom Bagby · Cyril Allauzen · Ji Ma · Shankar Kumar · Michael D Riley
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1711
TCM-Ladder: A Benchmark for Multimodal Question Answering on Traditional Chinese Medicine
Jiacheng Xie · Yang Yu · Ziyang Zhang · Shuai Zeng · Jiaxuan He · Ayush Vasireddy · Xiaoting tang · Congyu Guo · Lening Zhao · Congcong Jing · Guanghui An · Dong Xu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3802
MiNT: Multi-Network Transfer Benchmark for Temporal Graph Learning
Kiarash Shamsi · Tran Gia Bao Ngo · Razieh Shirzadkhani · Shenyang Huang · Farimah Poursafaei · Poupak Azad · Reihaneh Rabbany · Baris Coskunuzer · Guillaume Rabusseau · Cuneyt Akcora
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #403
EVAAA: A Virtual Environment Platform for Essential Variables in Autonomous and Adaptive Agents
Sungwoo Lee · Jungmin Lee · Sohee Kim · Hyebhin Yoon · Shinwon Park · Junhyeok Park · Jaehyuk Bae · Seok-Jun Hong · Choong-Wan Woo
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5203
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Yongliang Wu · Zonghui Li · Xinting Hu · Xinyu Ye · Xianfang Zeng · Gang Yu · Wenbo Zhu · Bernt Schiele · Ming-Hsuan Yang · Xu Yang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1710
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
Shengyuan Liu · Boyun Zheng · Wenting Chen · Zhihao Peng · Zhenfei Yin · Jing Shao · Jiancong Hu · Yixuan Yuan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2604
UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning
Xiangyu Wang · Donglin Yang · Yue Liao · Wenhao Zheng · wenjun wu · Bin Dai · Hongsheng Li · Si Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1309
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning on Diffusion Model
Weilin Lin · Nanjun Zhou · Yanyun Wang · Jianze Li · Hui Xiong · Li Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5005
UrbanIng-V2X: A Large-Scale Multi-Vehicle, Multi-Infrastructure Dataset Across Multiple Intersections for Cooperative Perception
Karthikeyan Chandra Sekaran · Markus Geisler · Dominik Rößle · Adithya Mohan · Daniel Cremers · Wolfgang Utschick · Michael Botsch · Werner Huber · Torsten Schön
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4004
MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems
Yinsicheng Jiang · Yao Fu · Yeqi Huang · Ping Nie · Zhan Lu · Leyang Xue · Congjie He · Man-Kit Sit · Jilong Xue · Li Dong · Ziming Miao · DaYou Du · Tairan Xu · Kai Zou · Edoardo Maria Ponti · Luo Mai
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2002
Listening to the Brain: Multi-Band sEEG Auditory Reconstruction via Dynamic Spatio-Temporal Hypergraphs
Xueyi Zhang · Ruicong Wang · Jialu Sun · Siqi Cai · Haizhou Li
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #116
HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages
Zhilin Wang · Jiaqi Zeng · Olivier Delalleau · Hoo-Chang Shin · Felipe Soares · Alexander Bukharin · Ellie Evans · Yi Dong · Oleksii Kuchaiev
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2305
CLEAR: Command Level Annotated Dataset for Ransomware Detection
Barak Bringoltz · Elisha Halperin · Ran Feraru · Evgeny Blaichman · Amit Berman
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1308
PolyGuard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
Mintong Kang · Zhaorun Chen · Chejian Xu · Jiawei Zhang · Chengquan Guo · Minzhou Pan · Ivan Revilla · Yu Sun · Bo Li
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1709
ClinBench: A Standardized Multi-Domain Framework for Evaluating Large Language Models in Clinical Information Extraction
Ismael Villanueva Miranda · Zifan Gu · Donghan Yang · Kuroush Nezafati · Jingwei Huang · Peifeng Ruan · Xiaowei Zhan · Guanghua Xiao · Yang Xie
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1502
Towards precision protein-ligand affinity prediction benchmark: A Complete and Modification-Aware DAVIS Dataset
Ming Hsiu Wu · Ziqian Xie · Shuiwang Ji · Degui Zhi
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1802
C-SEO Bench: Does Conversational SEO Work?
Haritz Puerto · Martin Gubri · Tommaso Green · Seong Joon Oh · Sangdoo Yun
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4603
3EED: Ground Everything Everywhere in 3D
Rong Li · Yuhao Dong · Tianshuai Hu · Alan Liang · Youquan Liu · Dongyue Lu · Liang Pan · Lingdong Kong · Junwei Liang · Ziwei Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2304
SynTSBench: Rethinking Temporal Pattern Learning in Deep Learning Models for Time Series
Qitai Tan · Yiyun Chen · Mo Li · Ruiwen Gu · Yilin Su · Xiao-Ping (Steven) Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #204
The Impact of Coreset Selection on Spurious Correlations and Group Robustness
Amaya Dharmasiri · William Yang · Polina Kirichenko · Lydia Liu · Olga Russakovsky
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1109
Dynamic Risk Assessments for Offensive Cybersecurity Agents
Boyi Wei · Benedikt Stroebl · Jiacen Xu · Joie Zhang · Zhou Li · Peter Henderson
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4604
DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding
Weihao Xuan · Junjue Wang · Heli Qi · Zihang Chen · Zhuo Zheng · Yanfei Zhong · Junshi Xia · Naoto YOKOYA
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2404
ConnectomeBench: Can LLMs proofread the connectome?
Jeff Brown · Andrew Kirjner · Annika Vivekananthan · Edward Boyden
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #111
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
Yuante Li · Xu Yang · Xiao Yang · Xisen Wang · Weiqing Liu · Jiang Bian
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1503
DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction
Yupu Zhang · Zelin Xu · Tingsong Xiao · Gustavo Seabra · Yanjun Li · Chenglong Li · Zhe Jiang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2108
PhysGym: Benchmarking LLMs in Interactive Physics Discovery with Controlled Priors
Yimeng Chen · Piotr Piękos · Mateusz Ostaszewski · Firas Laakom · Jürgen Schmidhuber
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3816
Torch-Uncertainty: Deep Learning Uncertainty Quantification
Adrien Lafage · Olivier Laurent · Firas Gabetni · Gianni Franchi
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1804
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
Junjie Xing · Yeye He · Mengyu Zhou · Haoyu Dong · Shi Han · Lingjiao Chen · Dongmei Zhang · Surajit Chaudhuri · H. V. Jagadish
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2106
FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation
Siyi Chen ⋅ Yixuan Jia ⋅ Qing Qu ⋅ He Sun ⋅ Jeffrey Fessler
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4502
CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models
Xiao An · Jiaxing Sun · Zihan Gui · Wei He
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4501
Face-Human-Bench: A Comprehensive Benchmark of Face and Human Understanding for Multi-modal Assistants
Lixiong Qin · Shilong Ou · Miaoxuan Zhang · Jiangning Wei · Yuhang Zhang · Xiaoshuai Song · Yuchen Liu · Mei Wang · Weiran Xu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2506
Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models
Louis Bethune ⋅ David Vigouroux ⋅ Yilun Du ⋅ Rufin VanRullen ⋅ Thomas Serre ⋅ Victor Boutin
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1803
RESPIN-S1.0: A read speech corpus of 10000+ hours in dialects of nine Indian Languages
Saurabh Kumar · Abhayjeet Singh · DEEKSHITHA G · Amartya veer · Jesuraj Bandekar · Savitha Murthy · Sumit Sharma · Sandhya Badiger · Sathvik Udupa · Amala Nagireddi · Srinivasa Raghavan K M · Rohan Saxena · Jai Nanavati · Raoul Nanavati · Janani Sridharan · Arjun Mehta · Ashish S · Sai Mora · Prashanthi Venkataramakrishnan · Gauri Date · Karthika P · Prasanta Ghosh
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4408
ODG: Occupancy Prediction Using Dual Gaussians
Yunxiao Shi ⋅ Yinhao Zhu ⋅ Herbert Cai ⋅ Shizhong Han ⋅ Jisoo Jeong ⋅ Amin Ansari ⋅ Fatih Porikli
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5303
Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates
Andrew Lowy ⋅ Daogao Liu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2010
Vision-and-Language Training Helps Deploy Taxonomic Knowledge but Does Not Fundamentally Alter It
Yulu Qin ⋅ Dheeraj Varghese ⋅ Adam Dahlgren Lindström ⋅ Lucia Donatelli ⋅ Kanishka Misra ⋅ Najoung Kim
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5301
REMI: Reconstructing Episodic Memory During Internally Driven Path Planning
Zhaoze Wang ⋅ Genela Morris ⋅ Dori Derdikman ⋅ Pratik Chaudhari ⋅ Vijay Balasubramanian
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5014
SynCL: A Synergistic Training Strategy with Instance-Aware Contrastive Learning for End-to-End Multi-Camera 3D Tracking
Shubo Lin ⋅ Yutong Kou ⋅ Zirui Wu ⋅ Shaoru Wang ⋅ Bing Li ⋅ Weiming Hu ⋅ Jin Gao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4416
SRHand: Super-Resolving Hand Images and 3D Shapes via View/Pose-aware Neural Image Representations and Explicit Meshes
Minje Kim ⋅ Tae-Kyun Kim
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #102
FADRM: Fast and Accurate Data Residual Matching for Dataset Distillation
Jiacheng Cui ⋅ Xinyue Bi ⋅ Yaxin Luo ⋅ Xiaohan Zhao ⋅ Jiacheng Liu ⋅ Zhiqiang Shen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4914
MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation
Meilong Xu ⋅ Xiaoling Hu ⋅ Shahira Abousamra ⋅ Chen Li ⋅ Chao Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5418
Generalized and Invariant Single-Neuron In-Vivo Activity Representation Learning
Wei Wu ⋅ Yuxing Lu ⋅ Zhengrui Guo ⋅ Chi Zhang ⋅ Can Liao ⋅ Yifan Bu ⋅ Fangxu Zhou ⋅ Jinzhuo Wang
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3810
Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models
Ben Finkelshtein ⋅ Ismail Ilkan Ceylan ⋅ Michael Bronstein ⋅ Ron Levie
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5009
DualEqui: A Dual-Space Hierarchical Equivariant Network for Large Biomolecules
Junjie Xu ⋅ Jiahao Zhang ⋅ Mangal Prakash ⋅ Xiang Zhang ⋅ Suhang Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1002
Direct Alignment with Heterogeneous Preferences
Ali Shirali ⋅ Arash Nasr-Esfahany ⋅ Abdullah Alomar ⋅ Parsa Mirtaheri ⋅ Rediet Abebe ⋅ Ariel Procaccia
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #502
Bayesian Concept Bottleneck Models with LLM Priors
Jean Feng ⋅ Avni Kothari ⋅ Lucas Zier ⋅ Chandan Singh ⋅ Yan Shuo Tan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2200
DeltaPhi: Physical States Residual Learning for Neural Operators in Data-Limited PDE Solving
Xihang Yue ⋅ Yi Yang ⋅ Linchao Zhu
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5511
A Set of Generalized Components to Achieve Effective Poison-only Clean-label Backdoor Attacks with Collaborative Sample Selection and Triggers
Zhixiao Wu ⋅ Yao Lu ⋅ Jie Wen ⋅ Hao Sun ⋅ Qi Zhou ⋅ Guangming Lu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2110
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis
Berkay Döner ⋅ Thorir Mar Ingolfsson ⋅ Luca Benini ⋅ Yawei Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1203
Continuous Concepts Removal in Text-to-image Diffusion Models
Tingxu Han ⋅ Weisong Sun ⋅ Yanrong Hu ⋅ Chunrong Fang ⋅ Yonglong zhang ⋅ Shiqing Ma ⋅ Tao Zheng ⋅ Zhenyu Chen ⋅ Zhenting Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2306
4D-VLA: Spatiotemporal Vision-Language-Action Pretraining with Cross-Scene Calibration
Jiahui Zhang ⋅ Yurui Chen ⋅ Yueming Xu ⋅ Ze Huang ⋅ Yanpeng Zhou ⋅ Yu-Jie Yuan ⋅ Xinyue Cai ⋅ Guowei Huang ⋅ Xingyue Quan ⋅ Hang Xu ⋅ Li Zhang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4507
Point3R: Streaming 3D Reconstruction with Explicit Spatial Pointer Memory
Yuqi Wu ⋅ Wenzhao Zheng ⋅ Jie Zhou ⋅ Jiwen Lu
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4005
Self-Verifying Reflection Helps Transformers with CoT Reasoning
Zhongwei Yu ⋅ Wannian Xia ⋅ Xue Yan ⋅ Bo Xu ⋅ Haifeng Zhang ⋅ Yali Du ⋅ Jun Wang
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1713
Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models
Christopher Chiu · Silviu Pitis · Mihaela van der Schaar
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3207
On the Convergence of Projected Policy Gradient for Any Constant Step Sizes
Jiacai Liu · Wenye Li · Dachao Lin · Ke Wei · Zhihua Zhang
[ JMLR
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2001
STSBench: A Large-Scale Dataset for Modeling Neuronal Activity in the Dorsal Stream of Primate Visual Cortex
Ethan Trepka · Ruobing Xia · Shude Zhu · Sharif Saleki · Danielle Lopes · Stephen Cital · Konstantin Willeke · Mindy Kim · Tirin Moore
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #109
ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning
Shulin Huang · Linyi Yang · Yan Song · Shawn Chen · Leyang Cui · Ziyu Wan · Qingcheng Zeng · Ying Wen · Kun Shao · Weinan Zhang · Jun Wang · Yue Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4405
C3Po: Cross-View Cross-Modality Correspondence by Pointmap Prediction
Kuan Wei Huang · Brandon Li · Bharath Hariharan · Noah Snavely
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #203
Solving Inequality Proofs with Large Language Models
Jiayi Sheng · Luna Lyu · Jikai Jin · Tanglin Xia · Alex Gu · James Zou · Pan Lu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #612
MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization
Zeyuan Ma · Yue-Jiao Gong · Hongshu Guo · Wenjie Qiu · Sijie Ma · Hongqiao Lian · Jiajun Zhan · Kaixu Chen · Chen Wang · Zhiyang Huang · Zechuan Huang · Guojun Peng · Ran Cheng · Yining Ma
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1000
Monoculture or Multiplicity: Which Is It?
Mila Gorecki ⋅ Moritz Hardt
[ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1108
ErrorTrace: A Black-Box Traceability Mechanism Based on Model Family Error Space
Chuanchao Zang ⋅ Xiangtao Meng ⋅ Wenyu Chen ⋅ Tianshuo Cong ⋅ Zha Yaxing ⋅ Dong Qi ⋅ Zheng Li ⋅ Shanqing Guo
[ Poster [ OpenReview
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5202
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
Xiangyu Zhao · Peiyuan Zhang · Kexian Tang · Xiaorong Zhu · Hao Li · Wenhao Chai · Zicheng Zhang · Renqiu Xia · Guangtao Zhai · Junchi Yan · Hua Yang · Xue Yang · Haodong Duan
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2213
SAMPO: Scale-wise Autoregression with Motion Prompt for Generative World Models
Sen Wang ⋅ Jingyi Tian ⋅ Le Wang ⋅ Zhimin Liao ⋅ lijiayi ⋅ Huaiyi Dong ⋅ Kun Xia ⋅ Sanping Zhou ⋅ Wei Tang ⋅ Gang Hua
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5317
SIFusion: A Unified Fusion Framework for Multi-granularity Arctic Sea Ice Forecasting
Jingyi Xu ⋅ Shengnan Wang ⋅ Weidong Yang ⋅ Keyi Liu ⋅ Yeqi Luo ⋅ Ben Fei ⋅ LEI BAI
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5103
BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset
Zhiheng Xi · Guanyu Li · Yutao Fan · Honglin Guo · Yufang Liu · Xiaoran Fan · Jiaqi Liu · dingjinchao · Wangmeng Zuo · Zhenfei Yin · LEI BAI · Tao Ji · Tao Gui · Qi Zhang · Xuanjing Huang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4003
Streaming Attention Approximation via Discrepancy Theory
Ekaterina Kochetkova ⋅ Kshiteej Jitesh Sheth ⋅ Insu Han ⋅ Amir Zandieh ⋅ Michael Kapralov
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2517
CausalDynamics: A large‐scale benchmark for structural discovery of dynamical causal models
Benjamin Herdeanu · Juan Nathaniel · Carla Roesch · Jatan Buch · Gregor Ramien · Johannes Haux · Pierre Gentine
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2205
Robo2VLM: Improving Visual Question Answering using Large-Scale Robot Manipulation Data
Kaiyuan Eric Chen · Shuangyu Xie · Zehan Ma · Pannag Sanketi · Ken Goldberg
[ Slides [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1611
SmokeViz: A Large-Scale Satellite Dataset for Wildfire Smoke Detection and Segmentation
Rey Koki · Michael McCabe · Dhruv Kedar · Josh Myers-Dean · Annabel Wade · Jebb Stewart · Christina Kumler-Bonfanti · Jed Brown
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #914
BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem
Seunghee Ryu · Donghoon Kwon · Seongjin Choi · Aryan Deshwal · Seungmo Kang · Carolina Osorio
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2409
BikeBench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints
Lyle Regenwetter · Yazan Abu Obaideh · Fabien Chiotti · Ioanna Lykourentzou · Faez Ahmed
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3405
metaTextGrad: Automatically optimizing language model optimizers
Guowei Xu ⋅ Mert Yuksekgonul ⋅ Carlos Guestrin ⋅ James Zou
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3311
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection
Yingli Shen · Wen Lai · Shuo Wang · Xueren Zhang · Kangyang Luo · Alexander Fraser · Maosong Sun
[ Poster [ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3913
Deep Nonlinear Sufficient Dimension Reduction
Yinfeng Chen · Yuling Jiao · Rui Qiu · Zhou Yu
[ Slides [ Poster [ URL
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5204
AHa-Bench: Benchmarking Audio Hallucinations in Large Audio-Language Models
Xize Cheng · Dongjie Fu · Chenyuhao Wen · Shannon Yu · Zehan Wang · Shengpeng Ji · Siddhant Arora · Tao Jin · Shinji Watanabe · Zhou Zhao
[ OpenReview
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1506
OligoGym: Curated Datasets and Benchmarks for Oligonucleotide Drug Discovery
Rachapun Rotrattanadumrong · Carlo De Donno
[ Poster [ OpenReview