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Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Maximum Coverage in Turnstile Streams with Applications to Fingerprinting Measures
In Poster Session 6 West
Alina Ene · Alessandro Epasto · Vahab Mirrokni · Hoai-An Nguyen · Huy Nguyen · David Woodruff · Peilin Zhong
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
A Non-isotropic Time Series Diffusion Model with Moving Average Transitions
In Poster Session 6 West
Chenxi Wang · Linxiao Yang · Zhixian Wang · Liang Sun · Yi Wang
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities
In Poster Session 6 West
Yuxuan Zhu · Antony Kellermann · Dylan Bowman · Philip Li · Akul Gupta · Adarsh Danda · Richard Fang · Conner Jensen · Eric Ihli · Jason Benn · Jet Geronimo · Avi Dhir · Sudhit Rao · Kaicheng Yu · Twm Stone · Daniel Kang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration
In Poster Session 6 West
HamidReza Imani · Jiaxin Peng · Peiman Mohseni · Abdolah Amirany · Tarek El-Ghazawi
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
In Poster Session 6 West
Saurabh Jha · Rohan Arora · Yuji Watanabe · Takumi Yanagawa · Yinfang Chen · Jackson Clark · Bhavya Bhavya · Mudit Verma · Harshit Kumar · Hirokuni Kitahara · Noah Zheutlin · Saki Takano · Divya Pathak · Felix George · Xinbo Wu · Bekir Turkkan · Gerard Vanloo · Michael Nidd · Ting Dai · Oishik Chatterjee · Pranjal Gupta · Suranjana Samanta · Pooja Aggarwal · Rong Lee · Jae-wook Ahn · Debanjana Kar · Amit Paradkar · Yu Deng · Pratibha Moogi · Prateeti Mohapatra · Naoki Abe · Chandrasekhar Narayanaswami · Tianyin Xu · Lav Varshney · Ruchi Mahindru · Anca Sailer · Laura Shwartz · Daby Sow · Nicholas Fuller · Ruchir Puri
[ Slides]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
History-Guided Video Diffusion
In Poster Session 6 West
Kiwhan Song · Boyuan Chen · Max Simchowitz · Yilun Du · Russ Tedrake · Vincent Sitzmann
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Generative Social Choice: The Next Generation
In Poster Session 6 West
Niclas Boehmer · Sara Fish · Ariel Procaccia
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
Continual Generalized Category Discovery: Learning and Forgetting from a Bayesian Perspective
In Poster Session 6 West
Hao Dai · Jagmohan Chauhan
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
Layer-wise Quantization for Quantized Optimistic Dual Averaging
In Poster Session 6 West
Anh Duc Nguyen · Ilia Markov · Zhengqing Wu · Ali Ramezani-Kebrya · Kimon Antonakopoulos · Dan Alistarh · Volkan Cevher
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
In Poster Session 6 West
David K Park · Xihaier Luo · Guang Zhao · Seungjun Lee · Miruna Oprescu · Shinjae Yoo
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis
In Poster Session 6 West
Yinghao Li · Rithesh Kumar · Zeyu Jin
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval
In Poster Session 6 West
Yaoyang Liu · Junlin Li · Yinjun Wu · Zhen Chen
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead
In Poster Session 6 West
Won-Jun Jang · Hyeon-Seo Park · Si-Hyeon Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
Hierarchical Masked Autoregressive Models with Low-Resolution Token Pivots
In Poster Session 6 West
Guangting Zheng · Yehao Li · Yingwei Pan · Jiajun Deng · Ting Yao · Yanyong Zhang · Tao Mei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design
In Poster Session 6 West
Vikram Kher · Manolis Zampetakis
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems
In Poster Session 6 West
Huigen Ye · Hua Xu · An Yan · Yaoyang Cheng
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Quantum Algorithms for Finite-horizon Markov Decision Processes
In Poster Session 6 West
Bin Luo · Yuwen Huang · Jonathan Allcock · Xiaojun Lin · Shengyu Zhang · John C. S. Lui
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
Neural Encoding and Decoding at Scale
In Poster Session 6 West
Yizi Zhang · Yanchen Wang · Mehdi Azabou · Alexandre Andre · Zixuan Wang · Hanrui Lyu · International Brain Laboratory · Eva Dyer · Department of Statistics Liam Paninski · Cole Hurwitz
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models
In Poster Session 6 West
Lucy Xiaoyang Shi · brian ichter · Michael Equi · Liyiming Ke · Karl Pertsch · Quan Vuong · James Tanner · Anna Walling · Haohuan Wang · Niccolo Fusai · Adrian Li · Danny Driess · Lachy Groom · Sergey Levine · Chelsea Finn
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
EvoControl: Multi-Frequency Bi-Level Control for High-Frequency Continuous Control
In Poster Session 6 West
Samuel Holt · Todor Davchev · Dhruva Tirumala · Ben Moran · Atil Iscen · Antoine Laurens · Yixin Lin · Erik Frey · Markus Wulfmeier · Francesco Romano · Nicolas Heess
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning
In Poster Session 6 West
Hongyao Chen · Tianyang Xu · Xiaojun Wu · Josef Kittler
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting
In Poster Session 6 West
Yue Jiang · Yile Chen · Xiucheng Li · Qin Chao · SHUAI LIU · Gao Cong
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers
In Poster Session 6 West
Alireza Amiribavandpour · Xinting Huang · Mark Rofin · Michael Hahn
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Action Dubber: Timing Audible Actions via Inflectional Flow
In Poster Session 6 West
Wenlong Wan · Weiying Zheng · Tianyi Xiang · Guiqing Li · Shengfeng He
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Robust Sparsification via Sensitivity
In Poster Session 6 West
Chansophea Wathanak In · Yi Li · David Woodruff · Xuan Wu
[ Slides]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation
In Poster Session 6 West
Angxiao Yue · Zichong Wang · Hongteng Xu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
FOUNDER: Grounding Foundation Models in World Models for Open-Ended Embodied Decision Making
In Poster Session 6 West
Yucen Wang · Rui Yu · Shenghua Wan · Le Gan · De-Chuan Zhan
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All
In Poster Session 6 West
Ermis Soumalias · Jakob Heiss · Jakob Weissteiner · Sven Seuken
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
MARS: Unleashing the Power of Variance Reduction for Training Large Models
In Poster Session 6 West
Huizhuo Yuan · Yifeng Liu · Shuang Wu · zhou Xun · Quanquan Gu
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
Towards Practical Defect-Focused Automated Code Review
In Poster Session 6 West
Junyi Lu · Lili Jiang · Xiaojia Li · Jianbing Fang · Fengjun Zhang · Li Yang · Chun Zuo
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration
In Poster Session 6 West
Yan Chen · Jerry Bai · Yiteng Zhang · Maria Dimakopoulou · Shi Dong · Qi Sun · Zhengyuan Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Models of Heavy-Tailed Mechanistic Universality
In Poster Session 6 West
Liam Hodgkinson · Zhichao Wang · Michael Mahoney
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
M³HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality
In Poster Session 6 West
Ziyan Wang · Zhicheng Zhang · Fei Fang · Yali Du
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
Transfer Learning for Nonparametric Contextual Dynamic Pricing
In Poster Session 6 West
Fan Wang · Feiyu Jiang · Zifeng Zhao · Yi Yu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
No Free Lunch from Random Feature Ensembles: Scaling Laws and Near-Optimality Conditions
In Poster Session 6 West
Benjamin Ruben · William Tong · Hamza Chaudhry · Cengiz Pehlevan
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
CodeSync: Synchronizing Large Language Models with Dynamic Code Evolution at Scale
In Poster Session 6 West
Chenlong Wang · Zhaoyang Chu · Zhengxiang Cheng · Xuyi Yang · Kaiyue Qiu · Yao Wan · Zhou Zhao · Xuanhua Shi · Hai Jin · Dongping Chen
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
NEAR: Neural Electromagnetic Array Response
In Poster Session 6 West
Yinyan Bu · Jiajie Yu · Kai Zheng · Xinyu Zhang · Piya Pal
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
P(all-atom) Is Unlocking New Path For Protein Design
In Poster Session 6 West
Wei Qu · Jiawei Guan · Rui Ma · kezhai · weikun wu · haobo Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
Robust Autonomy Emerges from Self-Play
In Poster Session 6 West
Marco Cusumano-Towner · David Hafner · Alexander Hertzberg · Brody Huval · Aleksei Petrenko · Eugene Vinitsky · Erik Wijmans · Taylor Killian · Stuart Bowers · Ozan Sener · Philipp Kraehenbuehl · Vladlen Koltun
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Competitively Consistent Clustering
In Poster Session 6 West
Niv Buchbinder · Roie Levin · Yue Yang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Ad Hoc Teamwork via Offline Goal-Based Decision Transformers
In Poster Session 6 West
Xinzhi Zhang · Hoehi Chan · Deheng Ye · Yi Cai · Mengchen Zhao
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent
In Poster Session 6 West
Santhosh Karnik · Anna Veselovska · Mark Iwen · Felix Krahmer
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization
In Poster Session 6 West
Peng Wang · Yong Li · Lin Zhao · Xiu-Shen Wei
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Observation Interference in Partially Observable Assistance Games
In Poster Session 6 West
Scott Emmons · Caspar Oesterheld · Vincent Conitzer · Stuart Russell
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation
In Poster Session 6 West
Jianze Li · Jiezhang Cao · Yong Guo · Wenbo Li · Yulun Zhang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
Large Displacement Motion Transfer with Unsupervised Anytime Interpolation
In Poster Session 6 West
Guixiang Wang · Jianjun Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence
In Poster Session 6 West
Yuxin Dong · Haoran Guo · Tieliang Gong · Wen Wen · Chen Li
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
Enhancing Visual Localization with Cross-Domain Image Generation
In Poster Session 6 West
Yuanze Wang · Yichao Yan · Shiming Song · Jin · Yilan Huang · Xingdong Sheng · Dianxi Shi
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Deep Reinforcement Learning from Hierarchical Preference Design
In Poster Session 6 West
Alexander Bukharin · Yixiao Li · Pengcheng He · Tuo Zhao
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness
In Poster Session 6 West
Qi He · Peiran Yu · Ziyi Chen · Heng Huang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
Learning Efficient Robotic Garment Manipulation with Standardization
In Poster Session 6 West
zhou changshi · Feng Luan · hujiarui · Shaoqiang Meng · Zhipeng Wang · Yanchao Dong · Yanmin Zhou · Bin He
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
In Poster Session 6 West
William English · Dominic Simon · Sumit Jha · Rickard Ewetz
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Reward-free World Models for Online Imitation Learning
In Poster Session 6 West
Shangzhe Li · Zhiao Huang · Hao Su
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
LoRA Training Provably Converges to a Low-Rank Global Minimum Or It Fails Loudly (But it Probably Won't Fail)
In Poster Session 6 West
Junsu Kim · Jaeyeon Kim · Ernest Ryu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning
In Poster Session 6 West
Yiran Wang · Chenshu Liu · Yunfan Li · Sanae Amani · Bolei Zhou · Lin Yang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
An Online Learning Approach to Prompt-based Selection of Generative Models and LLMs
In Poster Session 6 West
Xiaoyan Hu · Ho-fung Leung · Farzan Farnia
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
Generalization in Federated Learning: A Conditional Mutual Information Framework
In Poster Session 6 West
Ziqiao Wang · Cheng Long · Yongyi Mao
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
In Poster Session 6 West
Boyan Li · Jiayi Zhang · Ju Fan · Yanwei XU · Chong Chen · Nan Tang · Yuyu Luo
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
In Poster Session 6 West
Yunhak Oh · Junseok Lee · Yeongmin Kim · Sangwoo Seo · Namkyeong Lee · Chanyoung Park
[ Slides]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
Behavior-agnostic Task Inference for Robust Offline In-context Reinforcement Learning
In Poster Session 6 West
Long Ma · Fangwei Zhong · Yizhou Wang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Ensemble Learned Bloom Filters: Two Oracles are Better than One
In Poster Session 6 West
Ming Lin · Lin CHEN
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
ELoRA: Low-Rank Adaptation for Equivariant GNNs
In Poster Session 6 West
Chen Wang · Siyu Hu · Guangming Tan · Weile Jia
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling
In Poster Session 6 West
Feifei Kou · Jiahao Wang · Lei Shi · Yuhan Yao · Yawen Li · Suguo Zhu · Zhongbao Zhang · Junping Du
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
Unisoma: A Unified Transformer-based Solver for Multi-Solid Systems
In Poster Session 6 West
Shilong Tao · Zhe Feng · Haonan Sun · Zhanxing Zhu · Yunhuai Liu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
Flow Matching for Denoised Social Recommendation
In Poster Session 6 West
Yinxuan Huang · KE LIANG · Zhuofan Dong · Xiaodong Qu · Wang Tianxiang · Yue Han · Jingao Xu · Bin Zhou · Ye Wang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Reinforcement Learning with Segment Feedback
In Poster Session 6 West
Yihan Du · Anna Winnicki · Gal Dalal · Shie Mannor · R Srikant
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
Contour Integration Underlies Human-Like Vision
In Poster Session 6 West
Ben Lonnqvist · Elsa Scialom · Abdulkadir Gokce · Zehra Merchant · Michael Herzog · Martin Schrimpf
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
Falcon: Fast Visuomotor Policies via Partial Denoising
In Poster Session 6 West
Haojun Chen · Minghao Liu · Chengdong Ma · Xiaojian Ma · Zailin Ma · Huimin Wu · Yuanpei Chen · Yifan Zhong · Mingzhi Wang · Qing Li · Yaodong Yang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
Deep Neural Cellular Potts Models
In Poster Session 6 West
Koen Minartz · Tim d'Hondt · Leon Hillmann · Jörn Starruß · Lutz Brusch · Vlado Menkovski
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Neural Solver Selection for Combinatorial Optimization
In Poster Session 6 West
Chengrui Gao · Haopu Shang · Ke Xue · Chao Qian
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Physics-Informed Weakly Supervised Learning For Interatomic Potentials
In Poster Session 6 West
Makoto Takamoto · Viktor Zaverkin · Mathias Niepert
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Conservative Offline Goal-Conditioned Implicit V-Learning
In Poster Session 6 West
Ke Kaiqiang · qian lin · Zongkai Liu · Shenghong He · Chao Yu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games
In Poster Session 6 West
Tong Yang · Bo Dai · Lin Xiao · Yuejie Chi
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
Runtime Analysis of Evolutionary NAS for Multiclass Classification
In Poster Session 6 West
Zeqiong Lv · Chao Qian · Yun Liu · Jiahao Fan · Yanan Sun
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models
In Poster Session 6 West
Hanting Wang · Tao Jin · Wang Lin · Shulei Wang · Hai Huang · Shengpeng Ji · Zhou Zhao
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
Optimizing Language Models for Inference Time Objectives using Reinforcement Learning
In Poster Session 6 West
Yunhao Tang · Kunhao Zheng · Gabriel Synnaeve · REMI MUNOS
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization
In Poster Session 6 West
Yang Chen · Long Yang · Yitao Liang · Zhouchen Lin
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
Don't Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters
In Poster Session 6 West
Sijia Zhang · Shuli Zeng · Shaoang Li · Feng Wu · Shaojie Tang · Xiangyang Li
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
Calibrated Physics-Informed Uncertainty Quantification
In Poster Session 6 West
Vignesh Gopakumar · Ander Gray · Lorenzo Zanisi · Timothy Nunn · Daniel Giles · Matt Kusner · Stanislas Pamela · Marc Deisenroth
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
In Poster Session 6 West
Jijia Liu · Feng Gao · Qingmin Liao · Chao Yu · Yu Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity
In Poster Session 6 West
Alessandro Montenegro · Marco Mussi · Matteo Papini · Alberto Maria Metelli
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
DeepLayout: Learning Neural Representations of Circuit Placement Layout
In Poster Session 6 West
Yuxiang Zhao · zhuomin chai · Xun Jiang · Qiang Xu · Runsheng Wang · Yibo Lin
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
In Poster Session 6 West
Tianwei Lin · Wenqiao Zhang · Sijing Li · Yuqian Yuan · Binhe Yu · Haoyuan Li · Wanggui He · Hao Jiang · Mengze Li · Song xiaohui · Siliang Tang · Jun Xiao · Hui Lin · Yueting Zhuang · Beng Chin Ooi
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
In Poster Session 6 West
Xiang Zhang · Jiaqi Wei · Zijie Qiu · Sheng Xu · Nanqing Dong · ZhiQiang Gao · Siqi Sun
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-814
LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination
In Poster Session 6 West
Lihe Li · lei yuan · Pengsen Liu · Tao Jiang · Yang Yu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent
In Poster Session 6 West
Jianke Zhang · Yanjiang Guo · Yucheng Hu · Xiaoyu Chen · Xiang Zhu · Jianyu Chen
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
Point Cloud Dataset Distillation
In Poster Session 6 West
Deyu Bo · Xinchao Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
Multimodal Medical Code Tokenizer
In Poster Session 6 West
Xiaorui Su · Shvat Messica · Yepeng Huang · Ruth Johnson · Lukas Fesser · Shanghua Gao · Faryad Sahneh · Marinka Zitnik
[ Slides]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
PokéChamp: an Expert-level Minimax Language Agent
In Poster Session 6 West
Seth Karten · Andy Nguyen · Chi Jin
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Simple Policy Optimization
In Poster Session 6 West
Zhengpeng Xie · Qiang Zhang · Fan Yang · Marco Hutter · Renjing Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
H-Tuning: Toward Low-Cost and Efficient ECG-based Cardiovascular Disease Detection with Pre-Trained Models
In Poster Session 6 West
Rushuang Zhou · Yuanting Zhang · Yining Dong
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
An Online Adaptive Sampling Algorithm for Stochastic Difference-of-convex Optimization with Time-varying Distributions
In Poster Session 6 West
Yuhan Ye · Ying Cui · Jingyi Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics
In Poster Session 6 West
Suyuan Zhao · YIZHEN LUO · Ganbo Yang · Yan Zhong · Hao Zhou · Zaiqing Nie
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
Global Optimization with a Power-Transformed Objective and Gaussian Smoothing
In Poster Session 6 West
Chen Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
A New Concentration Inequality for Sampling Without Replacement and Its Application for Transductive Learning
In Poster Session 6 West
Yingzhen Yang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation
In Poster Session 6 West
Shuanghao Bai · Wanqi Zhou · Pengxiang Ding · Wei Zhao · Donglin Wang · Badong Chen
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective
In Poster Session 6 West
Joonkyu Kim · Yejin Kim · Jy-yong Sohn
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
In Poster Session 6 West
Quansong He · Xiangde Min · Kaishen Wang · Tao He
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling
In Poster Session 6 West
Jian Gao · Weidong Cao · Xuan Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization
In Poster Session 6 West
Robbert Reijnen · Yaoxin Wu · Zaharah Bukhsh · Yingqian Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Sort Before You Prune: Improved Worst-Case Guarantees of the DiskANN Family of Graphs
In Poster Session 6 West
Siddharth Gollapudi · Ravishankar Krishnaswamy · Kirankumar Shiragur · Harsh Wardhan
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
Offline-to-Online Reinforcement Learning with Classifier-Free Diffusion Generation
In Poster Session 6 West
Xiao Huang · Xu Liu · Enze Zhang · Tong Yu · Shuai Li
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
Overcoming Non-monotonicity in Transducer-based Streaming Generation
In Poster Session 6 West
Zhengrui Ma · Yang Feng · Min zhang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Conformal Tail Risk Control for Large Language Model Alignment
In Poster Session 6 West
Catherine Chen · Jingyan Shen · Xinyu Yang · Lihua Lei
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Learning dynamics in linear recurrent neural networks
In Poster Session 6 West
Alexandra Proca · Clémentine Dominé · Murray Shanahan · Pedro Mediano
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization
In Poster Session 6 West
Zijun Liao · Jinbiao Chen · Debing Wang · Zizhen Zhang · Jiahai Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling
In Poster Session 6 West
Xiangxin Zhou · Mingyu Li · xiao yi · Jiahan Li · Dongyu Xue · Zaixiang Zheng · Jianzhu Ma · Quanquan Gu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
Active Evaluation Acquisition for Efficient LLM Benchmarking
In Poster Session 6 West
Yang Li · Jie Ma · Miguel Ballesteros · Yassine Benajiba · Graham Horwood
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation
In Poster Session 6 West
Zhendong Wang · Max Li · Ajay Mandlekar · Zhenjia Xu · Jiaojiao Fan · Yashraj Narang · Jim Fan · Yuke Zhu · Yogesh Balaji · Mingyuan Zhou · Ming-Yu Liu · Yu Zeng
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
In Poster Session 6 West
William Chen · Jinchuan Tian · Yifan Peng · Brian Yan · Chao-Han Yang · Shinji Watanabe
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models
In Poster Session 6 West
MINGJIA YIN · Junwei Pan · Hao Wang · Ximei Wang · Shangyu Zhang · Jie Jiang · Defu Lian · Enhong Chen
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
In Poster Session 6 West
Daiqing Wu · Dongbao Yang · Sicheng Zhao · Can Ma · Yu ZHOU
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Improved Last-Iterate Convergence of Shuffling Gradient Methods for Nonsmooth Convex Optimization
In Poster Session 6 West
Zijian Liu · Zhengyuan Zhou
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Optimization over Sparse Support-Preserving Sets: Two-Step Projection with Global Optimality Guarantees
In Poster Session 6 West
William de Vazelhes · Xiaotong Yuan · Bin Gu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
An All-Atom Generative Model for Designing Protein Complexes
In Poster Session 6 West
Ruizhe Chen · Dongyu Xue · Xiangxin Zhou · Zaixiang Zheng · xiangxiang Zeng · Quanquan Gu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Convergence of Policy Mirror Descent Beyond Compatible Function Approximation
In Poster Session 6 West
Uri Sherman · Tomer Koren · Yishay Mansour
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning
In Poster Session 6 West
Zifan LIU · Xinran Li · Jun Zhang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Decomposition of Graphic Design with Unified Multimodal Model
In Poster Session 6 West
Hui Nie · Zhao Zhang · Yutao Cheng · Maoke Yang · Gonglei Shi · Qingsong Xie · Jie Shao · Xinglong Wu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning
In Poster Session 6 West
Seungho Baek · Taegeon Park · Jongchan Park · Seungjun Oh · Yusung Kim
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Efficient Multi-modal Long Context Learning for Training-free Adaptation
In Poster Session 6 West
Zehong Ma · Shiliang Zhang · Longhui Wei · Qi Tian
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
In Poster Session 6 West
Yu Yuan · Shizhao Sun · Qi Liu · Jiang Bian
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Embedding Safety into RL: A New Take on Trust Region Methods
In Poster Session 6 West
Nikola Milosevic · Johannes Müller · Nico Scherf
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
Human Body Restoration with One-Step Diffusion Model and A New Benchmark
In Poster Session 6 West
Jue Gong · Jingkai Wang · Zheng Chen · Xing Liu · Hong Gu · Yulun Zhang · Xiaokang Yang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Rejecting Hallucinated State Targets during Planning
In Poster Session 6 West
Mingde Zhao · Tristan Sylvain · Romain Laroche · Doina Precup · Yoshua Bengio
[ Slides]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
Improving LLM Video Understanding with 16 Frames Per Second
In Poster Session 6 West
Yixuan Li · Changli Tang · Jimin Zhuang · Yudong Yang · Guangzhi Sun · Wei Li · Zejun MA · Chao Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport
In Poster Session 6 West
Mingyang Sun · Pengxiang Ding · Weinan Zhang · Donglin Wang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods
In Poster Session 6 West
Yifan HAO · xingyuan pan · Hanning Zhang · Chenlu Ye · Rui Pan · Tong Zhang
[ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Procurement Auctions via Approximately Optimal Submodular Optimization
In Poster Session 6 West
Yuan Deng · Amin Karbasi · Vahab Mirrokni · Renato Leme · Grigoris Velegkas · Song Zuo
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Understanding Nonlinear Implicit Bias via Region Counts in Input Space
In Poster Session 6 West
Jingwei Li · Jing Xu · Zifan Wang · Huishuai Zhang · Jingzhao Zhang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Linear $Q$-Learning Does Not Diverge in $L^2$: Convergence Rates to a Bounded Set
In Poster Session 6 West
Xinyu Liu · Zixuan Xie · Shangtong Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
In Poster Session 6 West
Peipeng Yu · Jianwei Fei · Hui Gao · Xuan Feng · Zhihua Xia · Chip Hong Chang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
L-Diffusion: Laplace Diffusion for Efficient Pathology Image Segmentation
In Poster Session 6 West
Weihan Li · Linyun Zhou · YangJian · Shengxuming Zhang · Xiangtong Du · Xiuming Zhang · Jing Zhang · Chaoqing Xu · Mingli Song · Zunlei Feng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
Extreme Value Policy Optimization for Safe Reinforcement Learning
In Poster Session 6 West
Shiqing Gao · Yihang Zhou · Shuai Shao · Haoyu Luo · Yiheng Bing · Jiaxin Ding · Luoyi Fu · Xinbing Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
Confounder-Free Continual Learning via Recursive Feature Normalization
In Poster Session 6 West
Yash Shah · Camila Gonzalez · MohammadHassan Abbasi · Qingyu Zhao · Kilian M Pohl · Ehsan Adeli
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
In Poster Session 6 West
Yue Meng · Chuchu Fan
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
In Poster Session 6 West
Gaoyue Zhou · Hengkai Pan · Yann LeCun · Lerrel Pinto
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint
In Poster Session 6 West
Xiwen Chen · Wenhui Zhu · Peijie Qiu · Hao Wang · Huayu Li · ZIHAN LI · Yalin Wang · Aristeidis Sotiras · Abolfazl Razi
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
AffinityFlow: Guided Flows for Antibody Affinity Maturation
In Poster Session 6 West
Can Chen · Karla-Luise Herpoldt · Chenchao Zhao · Zichen Wang · Marcus Collins · Shang Shang · Ron Benson
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
Preference Optimization for Combinatorial Optimization Problems
In Poster Session 6 West
Mingjun Pan · Guanquan Lin · You-Wei Luo · Bin Zhu · Zhien Dai · Lijun Sun · Chun Yuan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
GradPS: Resolving Futile Neurons in Parameter Sharing Network for Multi-Agent Reinforcement Learning
In Poster Session 6 West
Haoyuan Qin · Zhengzhu Liu · Chenxing Lin · Chennan Ma · Songzhu Mei · Siqi Shen · Cheng Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization
In Poster Session 6 West
Zelai Xu · Wanjun Gu · Chao Yu · Yi Wu · Yu Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
Triple-Optimistic Learning for Stochastic Contextual Bandits with General Constraints
In Poster Session 6 West
Hengquan Guo · Lingkai Zu · Xin Liu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
Unified Breakdown Analysis for Byzantine Robust Gossip
In Poster Session 6 West
Renaud Gaucher · Aymeric Dieuleveut · Hadrien Hendrikx
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Reinforced Learning Explicit Circuit Representations for Quantum State Characterization from Local Measurements
In Poster Session 6 West
Manwen Liao · Yan Zhu · Weitian Zhang · Yuxiang Yang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Staged and Physics-Grounded Learning Framework with Hyperintensity Prior for Pre-Contrast MRI Synthesis
In Poster Session 6 West
Dayang Wang · Srivathsa Pasumarthi Venkata · Ajit Shankaranarayanan · Greg Zaharchuk
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
Synthesizing Software Engineering Data in a Test-Driven Manner
In Poster Session 6 West
Lei Zhang · Jiaxi Yang · Min Yang · Jian Yang · Mouxiang Chen · Jiajun Zhang · Zeyu Cui · Binyuan Hui · Junyang Lin
[ Slides]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
In Poster Session 6 West
Jinyu Wang · Jingjing Fu · Rui Wang · Lei Song · Jiang Bian
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
In Poster Session 6 West
Haoran Luo · Haihong E · Yikai Guo · Qika Lin · Xiaobao Wu · Xinyu Mu · Wenhao Liu · Meina Song · Yifan Zhu · Anh Tuan Luu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
TSP: A Two-Sided Smoothed Primal-Dual Method for Nonconvex Bilevel Optimization
In Poster Session 6 West
Songtao Lu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Natural Perturbations for Black-box Training of Neural Networks by Zeroth-Order Optimization
In Poster Session 6 West
Hiroshi Sawada · Kazuo Aoyama · Yuya Hikima
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
ConText: Driving In-context Learning for Text Removal and Segmentation
In Poster Session 6 West
Fei Zhang · Pei Zhang · Baosong Yang · Fei Huang · Yanfeng Wang · Ya Zhang
[ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective
In Poster Session 6 West
Yuanhong Zhang · Muyao Yuan · Weizhan Zhang · Tieliang Gong · Wen Wen · Jiangyong Ying · Weijie Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
Reducing Tool Hallucination via Reliability Alignment
In Poster Session 6 West
Hongshen Xu · Zichen Zhu · Lei Pan · Zihan Wang · Su Zhu · Da Ma · Ruisheng Cao · Lu Chen · Kai Yu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
Learning Safe Control via On-the-Fly Bandit Exploration
In Poster Session 6 West
Alexandre Capone · Ryan Cosner · Aaron Ames · Sandra Hirche
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Reward Translation via Reward Machine in Semi-Alignable MDPs
In Poster Session 6 West
Yun Hua · Haosheng Chen · Wenhao Li · Bo Jin · Baoxiang Wang · Hongyuan Zha · Xiangfeng Wang
[ Slides]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Catching Two Birds with One Stone: Reward Shaping with Dual Random Networks for Balancing Exploration and Exploitation
In Poster Session 6 West
Haozhe Ma · Fangling Li · Jing Lim · Zhengding Luo · Thanh Vinh Vo · Tze-Yun Leong
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks
In Poster Session 6 West
Xianliang Xu · Ye Li · Zhongyi Huang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Polynomial-Time Approximability of Constrained Reinforcement Learning
In Poster Session 6 West
Jeremy McMahan
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers
In Poster Session 6 West
Xuanlei Zhao · Shenggan Cheng · Chang Chen · Zangwei Zheng · Ziming Liu · Zheming Yang · Yang You
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
LASER: Attention with Exponential Transformation
In Poster Session 6 West
Sai Surya Duvvuri · Inderjit Dhillon
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Improved Approximations for Hard Graph Problems using Predictions
In Poster Session 6 West
Anders Aamand · Justin Chen · Siddharth Gollapudi · Sandeep Silwal · Hao WU
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts
In Poster Session 6 West
Tuan Truong · Chau Nguyen · Huy Nguyen · Minh Le · Trung Le · Nhat Ho
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
On the Role of Label Noise in the Feature Learning Process
In Poster Session 6 West
Andi Han · Wei Huang · Zhanpeng Zhou · Gang Niu · Wuyang Chen · Junchi Yan · Akiko Takeda · Taiji Suzuki
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation
In Poster Session 6 West
Tao Zhang · Zhenhai Liu · Feipeng Qi · Yongjun Jiao · Tailin Wu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control
In Poster Session 6 West
Peiyan Hu · Xiaowei Qian · Wenhao Deng · Rui Wang · Haodong Feng · Ruiqi Feng · Tao Zhang · Long Wei · Yue Wang · Zhi-Ming Ma · Tailin Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
Tight and Fast Bounds for Multi-Label Learning
In Poster Session 6 West
Yi-Fan Zhang · Min-Ling Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Semi-Supervised Blind Quality Assessment with Confidence-quantifiable Pseudo-label Learning for Authentic Images
In Poster Session 6 West
Yan Zhong · Chenxi Yang · Suyuan Zhao · Tingting Jiang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Learning to Reuse Policies in State Evolvable Environments
In Poster Session 6 West
Ziqian Zhang · Bohan Yang · Lihe Li · Yuqi Bian · Ruiqi Xue · Feng Chen · Yi-Chen Li · lei yuan · Yang Yu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect
In Poster Session 6 West
Ojash Neopane · Aaditya Ramdas · Aarti Singh
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
End-to-End Learning Framework for Solving Non-Markovian Optimal Control
In Poster Session 6 West
Xiaole Zhang · Peiyu Zhang · Xiongye Xiao · Shixuan Li · Vasileios Tzoumas · Vijay Gupta · Paul Bogdan
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Improving Reward Model Generalization from Adversarial Process Enhanced Preferences
In Poster Session 6 West
Zhilong Zhang · Tian Xu · Xinghao Du · Xingchen Cao · Yihao Sun · Yang Yu
[ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
In Poster Session 6 West
Wendong Bu · Yang Wu · Qifan Yu · Minghe Gao · Bingchen Miao · Zhenkui Zhang · Kaihang Pan · liyunfei · Mengze Li · Wei Ji · Juncheng Li · Siliang Tang · Yueting Zhuang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Targeted control of fast prototyping through domain-specific interface
In Poster Session 6 West
Yu-Zhe Shi · Mingchen Liu · Hanlu Ma · Qiao Xu · Huamin Qu · Kun He · Lecheng Ruan · Qining Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation
In Poster Session 6 West
Jiawen Wang · Yinda Chen · Xiaoyu Liu · che liu · Dong Liu · Jianqing Gao · Zhiwei Xiong
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis
In Poster Session 6 West
Weiyu Guo · Ziyue Qiao · Ying Sun · Yijie Xu · Hui Xiong
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset
In Poster Session 6 West
Yilin Wang · Peixuan Lei · Jie Song · Haoyuzhe · chen tao · Yuxuan Zhang · LEI JIA · Yuanxiang Li · Zhongyu Wei
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Fixed-Confidence Multiple Change Point Identification under Bandit Feedback
In Poster Session 6 West
Joseph Lazzaro · Ciara Pike-Burke
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver
In Poster Session 6 West
Suyu Liu · Zhiguang Cao · Shanshan Feng · Yew Soon ONG
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
In Poster Session 6 West
Hang Guo · Yawei Li · Tao Dai · Shutao Xia · Luca Benini
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Decoding Rewards in Competitive Games: Inverse Game Theory with Entropy Regularization
In Poster Session 6 West
Junyi Liao · Zihan Zhu · Ethan Fang · Zhuoran Yang · Vahid Tarokh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
Generalized Smooth Bilevel Optimization with Nonconvex Lower-Level
In Poster Session 6 West
Siqi Zhang · Xing Huang · Feihu Huang
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning
In Poster Session 6 West
Hongyin Zhang · Zifeng Zhuang · Han Zhao · Pengxiang Ding · Hongchao Lu · Donglin Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention
In Poster Session 6 West
Songlin Xu · Xinyu Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
BiAssemble: Learning Collaborative Affordance for Bimanual Geometric Assembly
In Poster Session 6 West
Yan Shen · Ruihai Wu · Yubin Ke · Xinyuan Song · Zeyi Li · Xiaoqi Li · Hongwei Fan · Haoran Lu · Hao Dong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
In Poster Session 6 West
Dongchao Yang · Songxiang Liu · Haohan Guo · Jiankun Zhao · Yuanyuan Wang · Helin Wang · Zeqian Ju · Xubo Liu · Xueyuan Chen · Xu Tan · Xixin Wu · Helen M Meng
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control
In Poster Session 6 West
Zilin Kang · Chenyuan Hu · Yu Luo · Zhecheng Yuan · Ruijie Zheng · Huazhe Xu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos
In Poster Session 6 West
Yujun Shi · Jun Hao Liew · Hanshu Yan · Vincent Tan · Jiashi Feng
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
In Poster Session 6 West
Wangzhi Zhan · Chen Jianpeng · Dongqi Fu · Dawei Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
Speeding up Policy Simulation in Supply Chain RL
In Poster Session 6 West
Vivek Farias · Joren Gijsbrechts · Aryan Khojandi · Tianyi Peng · Andrew Zheng
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Rethink the Role of Deep Learning towards Large-scale Quantum Systems
In Poster Session 6 West
Yusheng Zhao · Chi Zhang · Yuxuan Du
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport
In Poster Session 6 West
Jayadev Naram · Fredrik Hellström · Ziming Wang · Rebecka Jörnsten · Giuseppe Durisi
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
When can in-context learning generalize out of task distribution?
In Poster Session 6 West
Chase Goddard · Lindsay Smith · Wave Ngampruetikorn · David Schwab
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
Robust Multi-Agent Reinforcement Learning with Stochastic Adversary
In Poster Session 6 West
Ziyuan Zhou · Guanjun Liu · Mengchu Zhou · Guo
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
Guided Zeroth-Order Methods for Stochastic Non-convex Problems with Decision-Dependent Distributions
In Poster Session 6 West
Yuya Hikima · Hiroshi Sawada · Akinori Fujino
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
In Poster Session 6 West
Fuying Wang · Jiacheng Xu · Lequan Yu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
Learning Cascade Ranking as One Network
In Poster Session 6 West
Yunli Wang · ZhenZhang · Zhiqiang Wang · Zixuan Yang · Yu Li · Jian Yang · Shiyang Wen · Peng Jiang · Kun Gai
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
On the Benefits of Active Data Collection in Operator Learning
In Poster Session 6 West
Unique Subedi · Ambuj Tewari
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy
In Poster Session 6 West
Kaixuan Xu · Jiajun Chai · Sicheng Li · Yuqian Fu · Yuanheng Zhu · Dongbin Zhao
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space
In Poster Session 6 West
Xihang Yue · Yi Yang · Linchao Zhu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
In Poster Session 6 West
Amirhossein Roknilamouki · Arnob Ghosh · Ming Shi · Fatemeh Nourzad · Eylem Ekici · Ness Shroff
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Distributed Parallel Gradient Stacking(DPGS): Solving Whole Slide Image Stacking Challenge in Multi-Instance Learning
In Poster Session 6 West
Boyuan Wu · wang · Xianwei Lin · Jiachun Xu · Jikai Yu · Zhou Shicheng · Hongda Chen · Lianxin Hu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach
In Poster Session 6 West
Minting Pan · Yitao Zheng · Jiajian Li · Yunbo Wang · Xiaokang Yang
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
An Error Analysis of Flow Matching for Deep Generative Modeling
In Poster Session 6 West
Zhengyu Zhou · Weiwei Liu
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
DocVXQA: Context-Aware Visual Explanations for Document Question Answering
In Poster Session 6 West
Mohamed Ali Souibgui · Changkyu Choi · Andrey Barsky · Kangsoo Jung · Ernest Valveny · Dimosthenis Karatzas
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models
In Poster Session 6 West
Chao Huang · Yushu Shi · Jie Wen · Wei Wang · Yong Xu · Xiaochun Cao
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
In Poster Session 6 West
Youhe Jiang · Fangcheng Fu · Xiaozhe Yao · Guoliang HE · Xupeng Miao · Ana Klimovic · Bin Cui · Binhang Yuan · Eiko Yoneki
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization
In Poster Session 6 West
Wenhao Shen · Wanqi Yin · Xiaofeng Yang · Cheng Chen · Chaoyue Song · Zhongang Cai · Lei Yang · Hao Wang · Guosheng Lin
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution
In Poster Session 6 West
Kai Liu · Kaicheng Yang · Zheng Chen · Zhiteng Li · Yong Guo · Wenbo Li · Linghe Kong · Yulun Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification
In Poster Session 6 West
Hongwei Li · Yuheng Tang · Shiqi Wang · Wenbo Guo
[ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity
In Poster Session 6 West
Shihao Zou · Qingfeng Li · Wei Ji · Jingjing Li · Yongkui Yang · Guoqi Li · Chao Dong
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
Elucidating the design space of language models for image generation
In Poster Session 6 West
Xuantong Liu · Shaozhe Hao · Xianbiao Qi · Tianyang Hu · JUN WANG · Rong Xiao · Yuan YAO
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning
In Poster Session 6 West
Yifu Yuan · Zhenrui Zheng · Zibin Dong · Jianye Hao
[ Poster]  [ OpenReview] 
Poster
Thu Jul 17 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models
In Poster Session 6 West
Pengyi Li · Jianye Hao · Hongyao Tang · Yifu Yuan · Jinbin Qiao · Zibin Dong · Yan Zheng
[ Poster]  [ OpenReview]