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Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Ringmaster ASGD: The First Asynchronous SGD with Optimal Time Complexity
In Poster Session 1 West
Artavazd Maranjyan · Alexander Tyurin · Peter Richtarik
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points
In Poster Session 1 West
Justin Lee · Behnaz Moradi-Jamei · Heman Shakeri
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning
In Poster Session 1 West
Dongsu Lee · Minhae Kwon
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
The Role of Randomness in Stability
In Poster Session 1 West
Max Hopkins · Shay Moran
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation
In Poster Session 1 West
Chen-Chia Chang · Wan-Hsuan Lin · Yikang Shen · Yiran Chen · Xin Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
Adaptive Self-improvement LLM Agentic System for ML Library Development
In Poster Session 1 West
Genghan Zhang · Weixin Liang · Olivia Hsu · Kunle Olukotun
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks
In Poster Session 1 West
Rohit Sonker · Alexandre Capone · Andrew Rothstein · Hiro Kaga · Egemen Kolemen · Jeff Schneider
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
On the Learnability of Distribution Classes with Adaptive Adversaries
In Poster Session 1 West
Tosca Lechner · Alex Bie · Gautam Kamath
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
In Poster Session 1 West
Ihab Bendidi · Yassir El Mesbahi · Alisandra Denton · Karush Suri · Kian Kenyon-Dean · Auguste Genovesio · Emmanuel Noutahi
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures
In Poster Session 1 West
Wei Shen · Ruida Zhou · Jing Yang · Cong Shen
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
The Batch Complexity of Bandit Pure Exploration
In Poster Session 1 West
Adrienne Tuynman · Rémy Degenne
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
Lean and Mean Adaptive Optimization via Subset-Norm and Subspace-Momentum with Convergence Guarantees
In Poster Session 1 West
Thien Nguyen · Huy Nguyen
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Solving Zero-Sum Convex Markov Games
In Poster Session 1 West
Fivos Kalogiannis · Emmanouil-Vasileios Vlatakis-Gkaragkounis · Ian Gemp · Georgios Piliouras
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy
In Poster Session 1 West
Kian Kenyon-Dean · Zitong Jerry Wang · John Urbanik · Konstantin Donhauser · Jason Hartford · Saber Saberian · Nil Sahin · Ihab Bendidi · Safiye Celik · Juan Vera · Marta Fay · Imran Haque · Oren Kraus
[ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1004
When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
In Poster Session 1 West
Dong Xiao · Guangyao Chen · Peixi Peng · Yangru Huang · Yifan Zhao · Yongxing Dai · Yonghong Tian
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization
In Poster Session 1 West
Youran Dong · Junfeng Yang · Wei Yao · Jin Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Time-Aware World Model for Adaptive Prediction and Control
In Poster Session 1 West
Anh Nhu · Sanghyun Son · Ming Lin
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Action-Constrained Imitation Learning
In Poster Session 1 West
Chia-Han Yeh · Tse-Sheng Nan · Risto Vuorio · Wei Hung · Hung-Yen Wu · Shao-Hua Sun · Ping-Chun Hsieh
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
A Reasoning-Based Approach to Cryptic Crossword Clue Solving
In Poster Session 1 West
Martin Andrews · Sam Witteveen
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
VTGaussian-SLAM: RGBD SLAM for Large Scale Scenes with Splatting View-Tied 3D Gaussians
In Poster Session 1 West
Pengchong Hu · Zhizhong Han
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1000
Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping
In Poster Session 1 West
Muru Zhang · Mayank Mishra · Zhongzhu Zhou · William Brandon · Jue Wang · Yoon Kim · Jonathan Ragan-Kelley · Shuaiwen Song · Ben Athiwaratkun · Tri Dao
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Representations Shape Weak-to-Strong Generalization: Theoretical Insights and Empirical Predictions
In Poster Session 1 West
Yihao Xue · Jiping Li · Baharan Mirzasoleiman
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
Goal-Space Planning with Subgoal Models
In Poster Session 1 West
Chunlok Lo · Kevin Roice · Parham Mohammad Panahi · Scott Jordan · Adam White · Gabor Mihucz · Farzane Aminmansour · Martha White
[ Slides]  [ Poster]  [ JMLR] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1001
Delta Decompression for MoE-based LLMs Compression
In Poster Session 1 West
Hao Gu · Wei Li · Lujun Li · Qiyuan Zhu · Mark Lee · Shengjie Sun · Wei Xue · Yike Guo
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Trajectory World Models for Heterogeneous Environments
In Poster Session 1 West
Shaofeng Yin · Jialong Wu · Siqiao Huang · Xingjian Su · he · Jianye Hao · Mingsheng Long
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Reliable Algorithm Selection for Machine Learning-Guided Design
In Poster Session 1 West
Clara Fannjiang · Ji Won Park
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Faster Approximation Algorithms for k-Center via Data Reduction
In Poster Session 1 West
Arnold Filtser · Shaofeng Jiang · Yi Li · Anurag Murty Naredla · Ioannis Psarros · Qiaoyuan Yang · Qin Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means
In Poster Session 1 West
Mikael Møller Høgsgaard · Andrea Paudice
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Differentiable Quadratic Optimization For the Maximum Independent Set Problem
In Poster Session 1 West
Ismail Alkhouri · Cedric Le Denmat · Yingjie Li · CUNXI YU · Jia (Kevin) Liu · Rongrong Wang · Alvaro Velasquez
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
A Reduction Framework for Distributionally Robust Reinforcement Learning under Average Reward
In Poster Session 1 West
Zachary Roch · George Atia · Yue Wang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Geometry-Informed Neural Networks
In Poster Session 1 West
Arturs Berzins · Andreas Radler · Eric Volkmann · Sebastian Sanokowski · Sepp Hochreiter · Johannes Brandstetter
[ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning
In Poster Session 1 West
Armin Behnamnia · Gholamali Aminian · Alireza Aghaei · Chengchun Shi · Vincent Tan · Hamid R Rabiee
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data
In Poster Session 1 West
Peer Nagy · Sascha Frey · Kang Li · Bidipta Sarkar · Svitlana Vyetrenko · Stefan Zohren · Anisoara Calinescu · Jakob Foerster
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Robust Reward Alignment via Hypothesis Space Batch Cutting
In Poster Session 1 West
Zhixian Xie · Haode Zhang · Yizhe Feng · Wanxin Jin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability
In Poster Session 1 West
Michael Crawshaw · Blake Woodworth · Mingrui Liu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
Adaptive Sample Sharing for Multi Agent Linear Bandits
In Poster Session 1 West
Hamza Cherkaoui · Merwan Barlier · Igor Colin
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes
In Poster Session 1 West
Erica Zhang · Fangzhao Zhang · Mert Pilanci
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Unified Screening for Multiple Diseases
In Poster Session 1 West
Yiğit Narter · Alihan Hüyük · Mihaela van der Schaar · Cem Tekin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Diversifying Robot Locomotion Behaviors with Extrinsic Behavioral Curiosity
In Poster Session 1 West
Zhenglin Wan · Xingrui Yu · David Bossens · Yueming LYU · Qing Guo · Flint Xiaofeng Fan · Yew Soon ONG · Ivor Tsang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
SAH-Drive: A Scenario-Aware Hybrid Planner for Closed-Loop Vehicle Trajectory Generation
In Poster Session 1 West
Yuqi Fan · Zhiyong Cui · Zhenning Li · Yilong Ren · Haiyang Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Contextual Linear Bandits with Delay as Payoff
In Poster Session 1 West
Mengxiao Zhang · Yingfei Wang · Haipeng Luo
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
Fleet of Agents: Coordinated Problem Solving with Large Language Models
In Poster Session 1 West
Lars Klein · Nearchos Potamitis · Roland Aydin · Robert West · Caglar Gulcehre · Akhil Arora
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Representation Preserving Multiclass Agnostic to Realizable Reduction
In Poster Session 1 West
Steve Hanneke · Qinglin Meng · Amirreza Shaeiri
[ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
Relational Invariant Learning for Robust Solvation Free Energy Prediction
In Poster Session 1 West
Yeyun Chen
[ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models
In Poster Session 1 West
Ulzee An · Moonseong Jeong · Simon Lee · Aditya Gorla · Yuzhe Yang · Sriram Sankararaman
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Improved Lower Bounds for First-order Stochastic Non-convex Optimization under Markov Sampling
In Poster Session 1 West
Zhenyu Sun · Ermin Wei
[ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Convergence of Mean-Field Langevin Stochastic Descent-Ascent for Distributional Minimax Optimization
In Poster Session 1 West
Zhangyi Liu · Feng Liu · Rui Gao · Shuang Li
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach
In Poster Session 1 West
Swetha Ganesh · Washim Mondal · Vaneet Aggarwal
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1002
Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
In Poster Session 1 West
Peijie Dong · Zhenheng Tang · Xiang Liu · Lujun Li · Xiaowen Chu · Bo Li
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games
In Poster Session 1 West
Jiawei Ge · Yuanhao Wang · Wenzhe Li · Chi Jin
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
In Poster Session 1 West
Mengmeng Ma · Tang Li · Yunxiang Peng · LIN LU · Volkan Beylergil · Binsheng Zhao · Oguz Akin · Xi Peng
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
In Poster Session 1 West
Qi Xu · Junyang Zhu · Dongdong Zhou · Hao Chen · Yang Liu · Jiangrong Shen · Qiang Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Self-Play $Q$-Learners Can Provably Collude in the Iterated Prisoner's Dilemma
In Poster Session 1 West
Quentin Bertrand · Juan Duque · Emilio Calvano · Gauthier Gidel
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
In Poster Session 1 West
Jihwan Jeong · Xiaoyu Wang · Jingmin Wang · Scott Sanner · Pascal Poupart
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Optimal and Practical Batched Linear Bandit Algorithm
In Poster Session 1 West
Sanghoon Yu · Min-hwan Oh
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
Private Lossless Multiple Release
In Poster Session 1 West
Joel Daniel Andersson · Lukas Retschmeier · Boel Nelson · Rasmus Pagh
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation
In Poster Session 1 West
Da Long · Zhitong Xu · Guang Yang · Akil Narayan · Shandian Zhe
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models
In Poster Session 1 West
Luca M. Schulze Buschoff · Konstantinos Voudouris · Elif Akata · Matthias Bethge · Josh Tenenbaum · Eric Schulz
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
Fraud-Proof Revenue Division on Subscription Platforms
In Poster Session 1 West
Abheek Ghosh · Tzeh Yuan Neoh · Nicholas Teh · Giannis Tyrovolas
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1100
Annealing Flow Generative Models Towards Sampling High-Dimensional and Multi-Modal Distributions
In Poster Session 1 West
Dongze Wu · Yao Xie
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
The impact of uncertainty on regularized learning in games
In Poster Session 1 West
Pierre-Louis Cauvin · Davide Legacci · Panayotis Mertikopoulos
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Learning multivariate Gaussians with imperfect advice
In Poster Session 1 West
Arnab Bhattacharyya · Davin Choo · Philips George John · Themistoklis Gouleakis
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Secant Line Search for Frank-Wolfe Algorithms
In Poster Session 1 West
Deborah Hendrych · Sebastian Pokutta · Mathieu Besançon · David Martinez-Rubio
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG
In Poster Session 1 West
Xinxu Wei · kanhao zhao · Yong Jiao · Hua Xie · Lifang He · Yu Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
A Variational Perspective on Generative Protein Fitness Optimization
In Poster Session 1 West
Lea Bogensperger · Dominik Narnhofer · Ahmed Allam · Konrad Schindler · Michael Krauthammer
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations
In Poster Session 1 West
Haotian Si · Changhua Pei · Jianhui LI · Dan Pei · Gaogang Xie
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
On the Statistical Mechanisms of Distributional Compositional Generalization
In Poster Session 1 West
Jingwen Fu · Nanning Zheng
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape
In Poster Session 1 West
Tao Li · Zhengbao He · Yujun Li · Yasheng Wang · Lifeng Shang · Xiaolin Huang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits
In Poster Session 1 West
Su Jia · Peter Frazier · Nathan Kallus
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability
In Poster Session 1 West
Jiachen Hu · Rui Ai · Han Zhong · Xiaoyu Chen · Liwei Wang · Zhaoran Wang · Zhuoran Yang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Scalable Approximation Algorithms for $p$-Wasserstein Distance and Its Variants
In Poster Session 1 West
Nathaniel Lahn · Sharath Raghvendra · Emma Saarinen · Pouyan Shirzadian
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
The Impact of On-Policy Parallelized Data Collection on Deep Reinforcement Learning Networks
In Poster Session 1 West
Walter Mayor · Johan Obando-Ceron · Aaron Courville · Pablo Samuel Castro
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
Momentum-Driven Adaptivity: Towards Tuning-Free Asynchronous Federated Learning
In Poster Session 1 West
Wenjing Yan · Xiangyu Zhong · Xiaolu Wang · Angela Yingjun Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations
In Poster Session 1 West
Yucheng Hu · Yanjiang Guo · Pengchao Wang · Xiaoyu Chen · Yen-Jen Wang · Jianke Zhang · Koushil Sreenath · Chaochao Lu · Jianyu Chen
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors
In Poster Session 1 West
Emile Pierret · Bruno Galerne
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
In Poster Session 1 West
Yiming Yang · Xiaoyuan Cheng · Daniel Giles · Sibo Cheng · Yi He · Xiao Xue · Boli Chen · Yukun Hu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning
In Poster Session 1 West
Ron Shapira Weber · shahar benishay · Andrey Lavrinenko · Shahaf E. Finder · Oren Freifeld
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems
In Poster Session 1 West
Yujun Kim · Jaeyoung Cha · Chulhee Yun
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Offline Learning for Combinatorial Multi-armed Bandits
In Poster Session 1 West
Xutong Liu · Xiangxiang Dai · Jinhang Zuo · Siwei Wang · Carlee Joe-Wong · John C. S. Lui · Wei Chen
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1003
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
In Poster Session 1 West
Wei Li · Lujun Li · Hao Gu · Youliang Huang · Mark Lee · Shengjie Sun · Wei Xue · Yike Guo
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
On The Concurrence of Layer-wise Preconditioning Methods and Provable Feature Learning
In Poster Session 1 West
Thomas T. Zhang · Behrad Moniri · Ansh Nagwekar · Faraz Rahman · Anton Xue · Hamed Hassani · Nikolai Matni
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
In Poster Session 1 West
SHEN FEI · Cong Wang · Junyao Gao · Qin Guo · Jisheng Dang · Jinhui Tang · Tat-Seng Chua
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization
In Poster Session 1 West
Chenbei Lu · Laixi Shi · Zaiwei Chen · Chenye Wu · Adam Wierman
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
In Poster Session 1 West
Sungnyun Kim · Kangwook Jang · Sangmin Bae · Sungwoo Cho · Se-Young Yun
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
Decoupled SGDA for Games with Intermittent Strategy Communication
In Poster Session 1 West
Ali Zindari · Parham Yazdkhasti · Anton Rodomanov · Tatjana Chavdarova · Sebastian Stich
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
GaussMark: A Practical Approach for Structural Watermarking of Language Models
In Poster Session 1 West
Adam Block · Alexander Rakhlin · Ayush Sekhari
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation
In Poster Session 1 West
Tianci Bu · Le Zhou · Wenchuan Yang · Jianhong Mou · Kang Yang · Suoyi Tan · Feng Yao · Jingyuan Wang · Xin Lu
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Online Learning in the Random-Order Model
In Poster Session 1 West
Martino Bernasconi · Andrea Celli · Riccardo Colini Baldeschi · Federico Fusco · Stefano Leonardi · Matteo Russo
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Batch List-Decodable Linear Regression via Higher Moments
In Poster Session 1 West
Ilias Diakonikolas · Daniel Kane · Sushrut Karmalkar · Sihan Liu · Thanasis Pittas
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment
In Poster Session 1 West
Yifan Zhang · Ge Zhang · Yue Wu · Kangping Xu · Quanquan Gu
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering
In Poster Session 1 West
Lucas Fabian Naumann · Jannik Irmai · Bjoern Andres
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-814
The Role of Sparsity for Length Generalization in LLMs
In Poster Session 1 West
Noah Golowich · Samy Jelassi · David Brandfonbrener · Sham Kakade · Eran Malach
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
PINNsAgent: Automated PDE Surrogation with Large Language Models
In Poster Session 1 West
Qingpo Wuwu · Chonghan Gao · Tianyu Chen · Yihang Huang · Yuekai Zhang · Jianing Wang · Jianxin Li · Haoyi Zhou · Shanghang Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
In Poster Session 1 West
Yu Wang · Mazdak Abulnaga · Yaël Balbastre · Bruce Fischl
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Unifying 2D and 3D Vision-Language Understanding
In Poster Session 1 West
Ayush Jain · Alexander Swerdlow · Yuzhou Wang · Sergio Arnaud · Ada Martin · Alexander Sax · Franziska Meier · Katerina Fragkiadaki
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
In Poster Session 1 West
Yiheng Xu · Zekun Wang · Junli Wang · Dunjie Lu · Tianbao Xie · Amrita Saha · Doyen Sahoo · Tao Yu · Caiming Xiong
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
WyckoffDiff -- A Generative Diffusion Model for Crystal Symmetry
In Poster Session 1 West
Filip Ekström Kelvinius · Oskar Andersson · Abhijith Parackal · Dong Qian · Rickard Armiento · Fredrik Lindsten
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
SafeMap: Robust HD Map Construction from Incomplete Observations
In Poster Session 1 West
Xiaoshuai Hao · Lingdong Kong · Rong Yin · Pengwei Wang · Jing Zhang · Yunfeng Diao · Shu Zhao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
An Asymptotically Optimal Approximation Algorithm for Multiobjective Submodular Maximization at Scale
In Poster Session 1 West
Fabian Spaeh · Atsushi Miyauchi
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
Policy Filtration for RLHF to Mitigate Noise in Reward Models
In Poster Session 1 West
Chuheng Zhang · Wei Shen · Li Zhao · Xuyun Zhang · Xiaolong Xu · Wanchun Dou · Jiang Bian
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Online Conformal Prediction via Online Optimization
In Poster Session 1 West
Felipe Areces · Christopher Mohri · Tatsunori Hashimoto · John Duchi
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Revisiting Cooperative Off-Policy Multi-Agent Reinforcement Learning
In Poster Session 1 West
yueheng li · Guangming Xie · Zongqing Lu
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
Visual Autoregressive Modeling for Image Super-Resolution
In Poster Session 1 West
Yunpeng Qu · Kun Yuan · Jinhua Hao · Kai Zhao · Qizhi Xie · Ming Sun · Chao Zhou
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation
In Poster Session 1 West
Rui Sun · Huayu Mai · Wangkai Li · Yujia Chen · Naisong Luo · Yuan Wang · Tianzhu Zhang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
In Poster Session 1 West
Zijie Qiu · Jiaqi Wei · Xiang Zhang · Sheng Xu · Kai Zou · Zhi Jin · ZhiQiang Gao · Nanqing Dong · Siqi Sun
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters
In Poster Session 1 West
Arsalan Sharifnassab · Saber Salehkaleybar · Rich Sutton
[ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
In Poster Session 1 West
Zhiyuan Yan · Jiangming Wang · Peng Jin · Ke-Yue Zhang · Chengchun Liu · Shen Chen · Taiping Yao · Shouhong Ding · Baoyuan Wu · Li Yuan
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
Aligning Protein Conformation Ensemble Generation with Physical Feedback
In Poster Session 1 West
Jiarui Lu · Xiaoyin Chen · Stephen Lu · Aurelie Lozano · Vijil Chenthamarakshan · Payel Das · Jian Tang
[ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Ad-Hoc Human-AI Coordination Challenge
In Poster Session 1 West
Tin Dizdarevic · Ravi Hammond · Tobias Gessler · Anisoara Calinescu · Jonathan Cook · Matteo Gallici · Andrei Lupu · Jakob Foerster
[ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Discrepancy Minimization in Input-Sparsity Time
In Poster Session 1 West
Yichuan Deng · Xiaoyu Li · Zhao Song · OMRI WEINSTEIN
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Identifying Metric Structures of Deep Latent Variable Models
In Poster Session 1 West
Stas Syrota · Yevgen Zainchkovskyy · Johnny Xi · Benjamin Bloem-Reddy · Søren Hauberg
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Contract Design Under Approximate Best Responses
In Poster Session 1 West
Francesco Bacchiocchi · Jiarui Gan · Matteo Castiglioni · Alberto Marchesi · Nicola Gatti
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
In Poster Session 1 West
Dejia Xu · Yifan Jiang · Chen Huang · Liangchen Song · Thorsten Gernoth · Liangliang Cao · Zhangyang “Atlas” Wang · Hao Tang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
Learning Invariant Causal Mechanism from Vision-Language Models
In Poster Session 1 West
Zeen Song · Siyu Zhao · Xingyu Zhang · Jiangmeng Li · Changwen Zheng · Wenwen Qiang
[ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning
In Poster Session 1 West
Rina Bao · Shilong Dong · Zhenfang Chen · Sheng He · Patricia Ellen Grant · Yangming Ou
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
All-atom inverse protein folding through discrete flow matching
In Poster Session 1 West
Kai Yi · Kiarash Jamali · Sjors Scheres
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
Topology-aware Neural Flux Prediction Guided by Physics
In Poster Session 1 West
Haoyang Jiang · Jindong Wang · Xingquan Zhu · Yi He
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Optimal Algorithm for Max-Min Fair Bandit
In Poster Session 1 West
Zilong Wang · Zhiyao Zhang · Shuai Li
[ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
Do Multiple Instance Learning Models Transfer?
In Poster Session 1 West
Daniel Shao · Richard Chen · Andrew Song · Joel Runevic · Ming Y. Lu · Tong Ding · Faisal Mahmood
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
HybridGS: High-Efficiency Gaussian Splatting Data Compression using Dual-Channel Sparse Representation and Point Cloud Encoder
In Poster Session 1 West
Qi Yang · Le Yang · Geert Van der Auwera · Zhu Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters
In Poster Session 1 West
Hongyi Wan · Shiyuan Ren · Wei Huang · Miao Zhang · Xiang Deng · Yixin Bao · Liqiang Nie
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
In Poster Session 1 West
Perampalli Shravan Nayak · Xiangru Jian · Kevin Qinghong Lin · Juan A. Rodriguez · Montek Kalsi · Nicolas Chapados · M. Özsu · Aishwarya Agrawal · David Vazquez · Christopher Pal · Perouz Taslakian · Spandana Gella · Sai Rajeswar Mudumba
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
A Trichotomy for List Transductive Online Learning
In Poster Session 1 West
Steve Hanneke · Amirreza Shaeiri
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation
In Poster Session 1 West
Kosuke Nakanishi · Akihiro Kubo · Yuji Yasui · Shin Ishii
[ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
Algorithm Development in Neural Networks: Insights from the Streaming Parity Task
In Poster Session 1 West
Loek van Rossem · Andrew Saxe
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Constrained Pareto Set Identification with Bandit Feedback
In Poster Session 1 West
Cyrille Kone · Emilie Kaufmann · Laura Richert
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
In Poster Session 1 West
Benjamin Holzschuh · Qiang Liu · Georg Kohl · Nils Thuerey
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
Autoformulation of Mathematical Optimization Models Using LLMs
In Poster Session 1 West
Nicolás Astorga · Tennison Liu · Yuanzhang Xiao · Mihaela van der Schaar
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning
In Poster Session 1 West
Whiyoung Jung · Sunghoon Hong · Deunsol Yoon · Kanghoon Lee · Woohyung Lim
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models
In Poster Session 1 West
Hongru Hu · Shuwen Zhang · Yongin Choi · Venkat Malladi · Gerald Quon
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1005
Compressed and distributed least-squares regression: convergence rates with applications to federated learning
In Poster Session 1 West
Constantin Philippenko · Aymeric Dieuleveut
[ Poster]  [ JMLR] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
Context is Key: A Benchmark for Forecasting with Essential Textual Information
In Poster Session 1 West
Andrew Williams · Arjun Ashok · Étienne Marcotte · Valentina Zantedeschi · Jithendaraa Subramanian · Roland Riachi · James Requeima · Alexandre Lacoste · Irina Rish · Nicolas Chapados · Alexandre Drouin
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
COSDA: Counterfactual-based Susceptibility Risk Framework for Open-Set Domain Adaptation
In Poster Session 1 West
Wenxu Wang · Rui Zhou · Jing Wang · Yun Zhou · Cheng Zhu · Ruichun Tang · Bo Han · Nevin Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Average Sensitivity of Hierarchical $k$-Median Clustering
In Poster Session 1 West
Shijie Li · Weiqiang He · Ruobing Bai · Pan Peng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
In Poster Session 1 West
Yong Liang Goh · Zhiguang Cao · Yining Ma · Jianan Zhou · Mohammed Haroon Dupty · Wee Sun Lee
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1101
Sounding that Object: Interactive Object-Aware Image to Audio Generation
In Poster Session 1 West
Tingle Li · Baihe Huang · Xiaobin Zhuang · Dongya Jia · Jiawei Chen · Yuping Wang · Zhuo Chen · Gopala Anumanchipalli · Yuxuan Wang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
In Poster Session 1 West
Zhe Zhang · Mingxiu Cai · Hanxiao Wang · Gaochang Wu · Tianyou Chai · Xiatian Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
DexScale: Automating Data Scaling for Sim2Real Generalizable Robot Control
In Poster Session 1 West
Guiliang Liu · Yueci Deng · Runyi Zhao · Huayi Zhou · Jian Chen · Jietao Chen · Ruiyan Xu · Yunxin Tai · Kui Jia
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training
In Poster Session 1 West
Filipp Zmushko · Aleksandr Beznosikov · Martin Takac · Samuel Horváth
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing
In Poster Session 1 West
Kuan Li · Liwen Zhang · Yong Jiang · Pengjun Xie · Fei Huang · Shuai Wang · Minhao Cheng
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
TAROT: Targeted Data Selection via Optimal Transport
In Poster Session 1 West
Lan Feng · Fan Nie · Yuejiang Liu · Alexandre Alahi
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
CombiMOTS: Combinatorial Multi-Objective Tree Search for Dual-Target Molecule Generation
In Poster Session 1 West
Thibaud Southiratn · Bonil Koo · Yijingxiu Lu · Sun Kim
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
On Explaining Equivariant Graph Networks via Improved Relevance Propagation
In Poster Session 1 West
Hongyi Ling · Haiyang Yu · Zhimeng Jiang · Na Zou · Shuiwang Ji
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models
In Poster Session 1 West
Xiaoyu Wu · Jiaru Zhang · Steven Wu
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
In Poster Session 1 West
Xiangzhe Kong · Zishen Zhang · Ziting Zhang · Rui Jiao · Jianzhu Ma · Wenbing Huang · Kai Liu · Yang Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion
In Poster Session 1 West
Akhil Jalan · Yassir Jedra · Arya Mazumdar · Soumendu Sundar Mukherjee · Purnamrita Sarkar
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
Learning to Generate Projections for Reducing Dimensionality of Heterogeneous Linear Programming Problems
In Poster Session 1 West
Tomoharu Iwata · Shinsaku Sakaue
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
Identifying biological perturbation targets through causal differential networks
In Poster Session 1 West
Menghua Wu · Umesh Padia · Sean Murphy · Regina Barzilay · Tommi Jaakkola
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
In Poster Session 1 West
Dapeng Jiang · Xiangzhe Kong · Jiaqi Han · Mingyu Li · Rui Jiao · Wenbing Huang · Stefano Ermon · Jianzhu Ma · Yang Liu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning
In Poster Session 1 West
Ganyu Wang · Jinjie Fang · Maxwell (Juncheng) Yin · Bin Gu · Xi Chen · Boyu Wang · Yi Chang · Charles X. Ling
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop
In Poster Session 1 West
Chenyu Li · Oscar Michel · Xichen Pan · Sainan Liu · Mike Roberts · Saining Xie
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Distributed Retraction-Free and Communication-Efficient Optimization on the Stiefel Manifold
In Poster Session 1 West
Yilong Song · Peijin Li · Bin Gao · Kun Yuan
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Settling the Maximin Share Fairness for Scheduling among Groups of Machines
In Poster Session 1 West
Bo Li · Fangxiao WANG · Xing Shiji
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning
In Poster Session 1 West
Brett Barkley · David Fridovich-Keil
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
Efficient Motion Prompt Learning for Robust Visual Tracking
In Poster Session 1 West
Jie Zhao · Xin Chen · Yongsheng Yuan · Michael Felsberg · Dong Wang · Huchuan Lu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
Calibrating Video Watch-time Predictions with Credible Prototype Alignment
In Poster Session 1 West
Chao · Shisong Tang · Fan Li · Jiechao Gao · Hechang Chen
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
AssistanceZero: Scalably Solving Assistance Games
In Poster Session 1 West
Cassidy Laidlaw · Eli Bronstein · Timothy Guo · Dylan Feng · Lukas Berglund · Justin Svegliato · Stuart Russell · Anca Dragan
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference
In Poster Session 1 West
Tianyu Cui · Song-Jun Xu · Artem Moskalev · Shuwei Li · Tommaso Mansi · Mangal Prakash · Rui Liao
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
A Machine Learning Approach to Duality in Statistical Physics
In Poster Session 1 West
Prateek Gupta · Andrea Ferrari · Nabil Iqbal
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
Asymmetric Decision-Making in Online Knowledge Distillation: Unifying Consensus and Divergence
In Poster Session 1 West
zhaowei chen · Borui Zhao · Yuchen Ge · Yuhao Chen · Renjie Song · Jiajun Liang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
Open Materials Generation with Stochastic Interpolants
In Poster Session 1 West
Philipp Höllmer · Thomas Egg · Maya Martirossyan · Eric Fuemmeler · Zeren Shui · Amit Gupta · Pawan Prakash · Adrian Roitberg · Mingjie Liu · George Karypis · Mark Transtrum · Richard Hennig · Ellad Tadmor · Stefano Martiniani
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Tracking Most Significant Shifts in Infinite-Armed Bandits
In Poster Session 1 West
Joe Suk · Jung-hun Kim
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning
In Poster Session 1 West
Harsh Goel · Mohammad Omama · Behdad Chalaki · Vaishnav Tadiparthi · Ehsan Moradi Pari · Sandeep Chinchali
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Provable In-Context Vector Arithmetic via Retrieving Task Concepts
In Poster Session 1 West
Dake Bu · Wei Huang · Andi Han · Atsushi Nitanda · Qingfu Zhang · Hau-San Wong · Taiji Suzuki
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization
In Poster Session 1 West
Xinyi Wan · Penghui Qi · Guangxing Huang · Min Lin · Jialin Li
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
PEINR: A Physics-enhanced Implicit Neural Representation for High-Fidelity Flow Field Reconstruction
In Poster Session 1 West
Liming Shen · Liang Deng · Chongke Bi · Yu Wang · Xinhai Chen · Yueqing Wang · Jie Liu
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
Adaptive Exploration for Multi-Reward Multi-Policy Evaluation
In Poster Session 1 West
Alessio Russo · Aldo Pacchiano
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
CellFlux: Simulating Cellular Morphology Changes via Flow Matching
In Poster Session 1 West
Yuhui Zhang · Yuchang Su · Chenyu Wang · Tianhong Li · Zoe Wefers · Jeffrey J. Nirschl · James Burgess · Daisy Yi Ding · Alejandro Lozano · Emma Lundberg · Serena Yeung
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
Efficient Personalized Adaptation for Physiological Signal Foundation Model
In Poster Session 1 West
Chenrui Wu · Haishuai Wang · Xiang Zhang · Chengqi Zhang · Jiajun Bu
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds
In Poster Session 1 West
Xiuheng Wang · Ricardo Borsoi · Cédric Richard · Ali Sayed
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
Efficient Distributed Optimization under Heavy-Tailed Noise
In Poster Session 1 West
Su Hyeong Lee · Manzil Zaheer · Tian Li
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
HetSSNet: Spatial-Spectral Heterogeneous Graph Learning Network for Panchromatic and Multispectral Images Fusion
In Poster Session 1 West
Mengting Ma · Yizhen Jiang · Mengjiao Zhao · Jiaxin Li · Wei Zhang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective
In Poster Session 1 West
Jiawei Huang · Bingcong Li · Christoph Dann · Niao He
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models
In Poster Session 1 West
Susan Liang · Dejan Markovic · Israel D. Gebru · Steven Krenn · Todd Keebler · Jacob Sandakly · Frank Yu · Samuel Hassel · Chenliang Xu · Alexander Richard
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
Feature-Mapping Topology Optimization with Neural Heaviside Signed Distance Functions
In Poster Session 1 West
Aleksandr Kolomeitsev · ANH-HUY PHAN
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
OneForecast: A Universal Framework for Global and Regional Weather Forecasting
In Poster Session 1 West
Yuan Gao · Hao Wu · Ruiqi Shu · huanshuo dong · Fan Xu · Rui Chen · Yibo Yan · Qingsong Wen · Xuming Hu · Kun Wang · Jiahao Wu · Qing Li · Hui Xiong · Xiaomeng Huang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Nearly Optimal Algorithms for Contextual Dueling Bandits from Adversarial Feedback
In Poster Session 1 West
Qiwei Di · Jiafan He · Quanquan Gu
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
DyPolySeg: Taylor Series-Inspired Dynamic Polynomial Fitting Network for Few-shot Point Cloud Semantic Segmentation
In Poster Session 1 West
Changshuo Wang · Xiang Fang · Prayag Tiwari
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
When Can Proxies Improve the Sample Complexity of Preference Learning?
In Poster Session 1 West
Yuchen Zhu · Daniel Augusto de Souza · Zhengyan Shi · Mengyue Yang · Pasquale Minervini · Matt Kusner · Alexander D'Amour
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Multi-Stage Manipulation with Demonstration-Augmented Reward, Policy, and World Model Learning
In Poster Session 1 West
Adrià López Escoriza · Nicklas Hansen · Stone Tao · Tongzhou Mu · Hao Su
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Core Knowledge Deficits in Multi-Modal Language Models
In Poster Session 1 West
Yijiang Li · Qingying Gao · Tianwei Zhao · Bingyang Wang · Haoran Sun · Haiyun Lyu · Robert Hawkins · Nuno Vasconcelos · Tal Golan · Dezhi Luo · Hokin Deng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation
In Poster Session 1 West
Qin Guo · Ailing Zeng · Dongxu Yue · Ceyuan Yang · Yang Cao · Hanzhong Guo · SHEN FEI · Wei Liu · Xihui Liu · Dan Xu
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
In Poster Session 1 West
Yuxin Zuo · Shang Qu · Yifei Li · Zhang-Ren Chen · Xuekai Zhu · Ermo Hua · Kaiyan Zhang · Ning Ding · Bowen Zhou
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
Learning Event Completeness for Weakly Supervised Video Anomaly Detection
In Poster Session 1 West
Yu Wang · Shiwei Chen
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
In Poster Session 1 West
Erpai Luo · Xinran Wei · Lin Huang · Yunyang Li · Han Yang · Zaishuo Xia · Zun Wang · Chang Liu · Bin Shao · Jia Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
In Poster Session 1 West
Han Zhou · dr. Jordy Van Landeghem · Teodora Popordanoska · Matthew B Blaschko
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings
In Poster Session 1 West
Rong-Xi Tan · Ming Chen · Ke Xue · Yao Wang · Yaoyuan Wang · Fu Sheng · Chao Qian
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class
In Poster Session 1 West
Yujin Kim · Hyunsoo Kim · Hyunwoo Kim · Suhyun Kim
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Optimal Transport Barycenter via Nonconvex-Concave Minimax Optimization
In Poster Session 1 West
Kaheon Kim · Rentian Yao · Changbo Zhu · Xiaohui Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Model Uncertainty Quantification by Conformal Prediction in Continual Learning
In Poster Session 1 West
Rui Gao · Weiwei Liu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
Temperature-Annealed Boltzmann Generators
In Poster Session 1 West
Henrik Schopmans · Pascal Friederich
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction
In Poster Session 1 West
Huang Huang · Fangchen Liu · Letian Fu · Tingfan Wu · Mustafa Mukadam · Jitendra Malik · Ken Goldberg · Pieter Abbeel
[ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
PhySpec: Physically Consistent Spectral Reconstruction via Orthogonal Subspace Decomposition and Self-Supervised Meta-Auxiliary Learning
In Poster Session 1 West
Xingxing Yang · Jie Chen · Zaifeng Yang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
In Poster Session 1 West
Zecheng Hao · Qichao Ma · Kang Chen · Yi Zhang · Zhaofei Yu · Tiejun Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models
In Poster Session 1 West
Yiming Chen · yuan zhang · Yin Liu · Kun Yuan · Zaiwen Wen
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning
In Poster Session 1 West
Yuhui Wang · Qingyuan Wu · Dylan Ashley · Francesco Faccio · Weida Li · Chao Huang · Jürgen Schmidhuber
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
In Poster Session 1 West
Dongmin Bang · Inyoung Sung · Yinhua Piao · Sangseon Lee · Sun Kim
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1007
Pareto-Optimality, Smoothness, and Stochasticity in Learning-Augmented One-Max-Search
In Poster Session 1 West
Ziyad Benomar · Lorenzo Croissant · Vianney Perchet · Spyros Angelopoulos
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Approximation to Smooth Functions by Low-Rank Swish Networks
In Poster Session 1 West
Zimeng Li · Hongjun LI · Jingyuan Wang · Ke Tang
[ Slides]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
Sparse-pivot: Dynamic correlation clustering for node insertions
In Poster Session 1 West
Mina Dalirrooyfard · Konstantin Makarychev · Slobodan Mitrovic
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time
In Poster Session 1 West
Duc Anh Nguyen · Ernesto Araya · Adalbert Fono · Gitta Kutyniok
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Preference-CFR: Beyond Nash Equilibrium for Better Game Strategies
In Poster Session 1 West
Qi Ju · Thomas Tellier · Meng Sun · Zhemei Fang · YunFeng Luo
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces
In Poster Session 1 West
ERIC EATON · Marcel Hussing · Michael Kearns · Aaron Roth · Sikata Sengupta · Jessica Sorrell
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Calibrated Value-Aware Model Learning with Probabilistic Environment Models
In Poster Session 1 West
Claas Voelcker · Anastasiia Pedan · Arash Ahmadian · Romina Abachi · Igor Gilitschenski · Amir-massoud Farahmand
[ Slides]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
MIPT: Multilevel Informed Prompt Tuning for Robust Molecular Property Prediction
In Poster Session 1 West
Yeyun Chen · Jiangming Shi
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Contextual Online Decision Making with Infinite-Dimensional Functional Regression
In Poster Session 1 West
Haichen Hu · Rui Ai · Stephen Bates · David Simchi-Levi
[ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
On Learning Parallel Pancakes with Mostly Uniform Weights
In Poster Session 1 West
Ilias Diakonikolas · Daniel Kane · Sushrut Karmalkar · Jasper Lee · Thanasis Pittas
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
In Poster Session 1 West
Xuelin Shen · Jiayin Xu · Kangsheng Yin · Wenhan Yang
[ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
ReferSplat: Referring Segmentation in 3D Gaussian Splatting
In Poster Session 1 West
Shuting He · Guangquan Jie · Changshuo Wang · Yun Zhou · Shuming Hu · Guanbin Li · Henghui Ding
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints
In Poster Session 1 West
Francesco Emanuele Stradi · Anna Lunghi · Matteo Castiglioni · Alberto Marchesi · Nicola Gatti
[ Poster]  [ OpenReview] 
Spotlight Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
VideoRoPE: What Makes for Good Video Rotary Position Embedding?
In Poster Session 1 West
Xilin Wei · Xiaoran Liu · Yuhang Zang · Xiaoyi Dong · Pan Zhang · Yuhang Cao · Jian Tong · Haodong Duan · Qipeng Guo · Jiaqi Wang · Xipeng Qiu · Dahua Lin
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
Towards Learning to Complete Anything in Lidar
In Poster Session 1 West
Ayça Takmaz · Cristiano Saltori · Neehar Peri · Tim Meinhardt · Riccardo de Lutio · Laura Leal-Taixé · Aljosa Osep
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
AKORN: Adaptive Knots generated Online for RegressioN splines
In Poster Session 1 West
Sunil Madhow · Dheeraj Baby · Yu-Xiang Wang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
Feature out! Let Raw Image as Your Condition for Blind Face Restoration
In Poster Session 1 West
XINMIN QIU · Gege Chen · Bonan Li · Congying Han · Tiande Guo · Zicheng Zhang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Automatic Differentiation of Optimization Algorithms with Time-Varying Updates
In Poster Session 1 West
Sheheryar Mehmood · Peter Ochs
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems
In Poster Session 1 West
Jiachen Guo · Xiaoyu Xie · Chanwook Park · Hantao Zhang · Matthew Politis · Gino Domel · Jiachen Guo
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias
In Poster Session 1 West
Ruiquan Huang · Yingbin LIANG · Jing Yang
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Generative Point Cloud Registration
In Poster Session 1 West
Haobo Jiang · Jin Xie · jian Yang · Liang Yu · Jianmin Zheng
[ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
MIRROR: Make Your Object-Level Multi-View Generation More Consistent with Training-Free Rectification
In Poster Session 1 West
TianChi Xing · Bonan Li · Congying Han · XINMIN QIU · Zicheng Zhang · Tiande Guo
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
QPRL : Learning Optimal Policies with Quasi-Potential Functions for Asymmetric Traversal
In Poster Session 1 West
Jumman Hossain · Nirmalya Roy
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
In-Context Reinforcement Learning From Suboptimal Historical Data
In Poster Session 1 West
Juncheng Dong · Moyang Guo · Ethan Fang · Zhuoran Yang · Vahid Tarokh
[ Poster]  [ OpenReview] 
Poster
Tue Jul 15 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning
In Poster Session 1 West
Chi Zhang · Ziying Jia · George Atia · Sihong He · Yue Wang
[ Slides]  [ Poster]  [ OpenReview]