Wang, Han

49 publications

TMLR 2026 Model-Free Learning with Heterogeneous Dynamical Systems: A Federated LQR Approach Han Wang, Leonardo Felipe Toso, Aritra Mitra, James Anderson

ICLR 2025 $q$-Exponential Family for Policy Optimization Lingwei Zhu, Haseeb Shah, Han Wang, Yukie Nagai, Martha White

AAAI 2025 Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting Tianyi Yin, Jingwei Wang, Yunlong Ma, Han Wang, Chenze Wang, Yukai Zhao, Min Liu, Weiming Shen

NeurIPS 2025 Conformal Prediction in the Loop: A Feedback-Based Uncertainty Model for Trajectory Optimization Han Wang, Chao Ning

ICCV 2025 Cross-Modal Ship Re-Identification via Optical and SAR Imagery: A Novel Dataset and Method Han Wang, Shengyang Li, Jian Yang, Yuxuan Liu, Yixuan Lv, Zhuang Zhou

ICCV 2025 Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM Han Wang, Yuxiang Nie, Yongjie Ye, Yanjie Wang, Shuai Li, Haiyang Yu, Jinghui Lu, Can Huang

NeurIPS 2025 Embodied Cognition Augmented End2End Autonomous Driving Ling Niu, Xiaoji Zheng, Han Wang, Ziyuan Yang, Chen Zheng, Bokui Chen, Jiangtao Gong

ICLR 2025 Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies Lingwei Zhu, Han Wang, Yukie Nagai

ICLR 2025 GLOMA: Global Video Text Spotting with Morphological Association Han Wang, Yanjie Wang, Yang Li, Can Huang

ICLR 2025 Innovative Thinking, Infinite Humor: Humor Research of Large Language Models Through Structured Thought Leaps Han Wang, Yilin Zhao, Dian Li, Xiaohan Wang, Sinbadliu, Xuguang Lan, Hui Wang

ICLR 2025 Learning to Communicate Through Implicit Communication Channels Han Wang, Binbin Chen, Tieying Zhang, Baoxiang Wang

NeurIPS 2025 MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations Wenxiang Guo, Changhao Pan, Zhiyuan Zhu, Xintong Hu, Yu Zhang, Li Tang, Rui Yang, Han Wang, Zongbao Zhang, Yuhan Wang, Yixuan Chen, Hankun Xu, Ke Xu, PengFei Fan, ZheTao Chen, Yanhao Yu, Qiange Huang, Fei Wu, Zhou Zhao

ICML 2025 MimicMotion: High-Quality Human Motion Video Generation with Confidence-Aware Pose Guidance Yuang Zhang, Jiaxi Gu, Li-Wen Wang, Han Wang, Junqi Cheng, Yuefeng Zhu, Fangyuan Zou

ICML 2025 Off-Policy Evaluation Under Nonignorable Missing Data Han Wang, Yang Xu, Wenbin Lu, Rui Song

L4DC 2025 Opt-ODENet: Neural ODE Controller Design with Differentiable Optimization Layers for Safety and Stability Keyan Miao, Liqun Zhao, Han Wang, Konstantinos Gatsis, Antonis Papachristodoulou

CVPR 2025 Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks Han Wang, Gang Wang, Huan Zhang

ICLRW 2025 The Emperor's New Clothes in Benchmarking? a Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination Yifan Sun, Han Wang, Dongbai Li, Gang Wang, Huan Zhang

ICML 2025 The Emperor’s New Clothes in Benchmarking? a Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination Yifan Sun, Han Wang, Dongbai Li, Gang Wang, Huan Zhang

NeurIPS 2024 ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-Based Evaluation Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua

NeurIPS 2024 Bridging OOD Detection and Generalization: A Graph-Theoretic View Han Wang, Yixuan Li

IJCAI 2024 Carbon Market Simulation with Adaptive Mechanism Design Han Wang, Wenhao Li, Hongyuan Zha, Baoxiang Wang

ECCV 2024 Disentangling Masked Autoencoders for Unsupervised Domain Generalization An Zhang, Han Wang, Xiang Wang, Tat-Seng Chua

ECCV 2024 Elysium: Exploring Object-Level Perception in Videos Through Semantic Integration Using MLLMs Han Wang, Yanjie Wang, Ye Yongjie, Yuxiang Nie, Can Huang

NeurIPS 2024 Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration Hongming Zhang, Chenjun Xiao, Chao Gao, Han Wang, Bo Xu, Martin Müller

TMLR 2024 Federated TD Learning with Linear Function Approximation Under Environmental Heterogeneity Han Wang, Aritra Mitra, Hamed Hassani, George J. Pappas, James Anderson

ICML 2024 Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind Mo Yu, Qiujing Wang, Shunchi Zhang, Yisi Sang, Kangsheng Pu, Zekai Wei, Han Wang, Liyan Xu, Jing Li, Yue Yu, Jie Zhou

ICLR 2024 Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning Chenyu Zhang, Han Wang, Aritra Mitra, James Anderson

L4DC 2024 Meta-Learning Linear Quadratic Regulators: A Policy Gradient MAML Approach for Model-Free LQR Leonardo Felipe Toso, Donglin Zhan, James Anderson, Han Wang

ICML 2024 Momentum for the Win: Collaborative Federated Reinforcement Learning Across Heterogeneous Environments Han Wang, Sihong He, Zhili Zhang, Fei Miao, James Anderson

TMLR 2024 Offline Reinforcement Learning via Tsallis Regularization Lingwei Zhu, Matthew Kyle Schlegel, Han Wang, Martha White

IJCAI 2023 Evaluating GPT-3 Generated Explanations for Hateful Content Moderation Han Wang, Ming Shan Hee, Md. Rabiul Awal, Kenny Tsu Wei Choo, Roy Ka-Wei Lee

L4DC 2023 FedSysID: A Federated Approach to Sample-Efficient System Identification Han Wang, Leonardo Felipe Toso, James Anderson

NeurIPS 2023 Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-Based Gradient Updates Guangchen Lan, Han Wang, James Anderson, Christopher Brinton, Vaneet Aggarwal

NeurIPS 2023 Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Youfang Lin, Shou cheng Song, Han Wang, Li Jiang

ICMLW 2023 Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL Peng Cheng, Xianyuan Zhan, Zhihao Wu, Wenjia Zhang, Youfang Lin, Shou cheng Song, Han Wang

CoLLAs 2023 Measuring and Mitigating Interference in Reinforcement Learning Vincent Liu, Han Wang, Ruo Yu Tao, Khurram Javed, Adam White, Martha White

CVPR 2023 PyPose: A Library for Robot Learning with Physics-Based Optimization Chen Wang, Dasong Gao, Kuan Xu, Junyi Geng, Yaoyu Hu, Yuheng Qiu, Bowen Li, Fan Yang, Brady Moon, Abhinav Pandey, Aryan, Jiahe Xu, Tianhao Wu, Haonan He, Daning Huang, Zhongqiang Ren, Shibo Zhao, Taimeng Fu, Pranay Reddy, Xiao Lin, Wenshan Wang, Jingnan Shi, Rajat Talak, Kun Cao, Yi Du, Han Wang, Huai Yu, Shanzhao Wang, Siyu Chen, Ananth Kashyap, Rohan Bandaru, Karthik Dantu, Jiajun Wu, Lihua Xie, Luca Carlone, Marco Hutter, Sebastian Scherer

ICLR 2023 Replay Memory as an Empirical MDP: Combining Conservative Estimation with Experience Replay Hongming Zhang, Chenjun Xiao, Han Wang, Jun Jin, Bo Xu, Martin Müller

ICLR 2023 The In-Sample SoftMax for Offline Reinforcement Learning Chenjun Xiao, Han Wang, Yangchen Pan, Adam White, Martha White

CVPR 2023 WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding Mengze Li, Han Wang, Wenqiao Zhang, Jiaxu Miao, Zhou Zhao, Shengyu Zhang, Wei Ji, Fei Wu

L4DC 2022 Learning Linear Models Using Distributed Iterative Hessian Sketching Han Wang, James Anderson

ICLR 2022 Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh, Albert Webson, Colin Raffel, Stephen Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Arun Raja, Manan Dey, M Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Fevry, Jason Alan Fries, Ryan Teehan, Teven Le Scao, Stella Biderman, Leo Gao, Thomas Wolf, Alexander M Rush

TMLR 2022 No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL Han Wang, Archit Sakhadeo, Adam M White, James M Bell, Vincent Liu, Xutong Zhao, Puer Liu, Tadashi Kozuno, Alona Fyshe, Martha White

ECCV 2022 PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer Towards Video Object Detection Han Wang, Jun Tang, Xiaodong Liu, Shanyan Guan, Rong Xie, Li Song

NeurIPS 2018 End-to-End Symmetry Preserving Inter-Atomic Potential Energy Model for Finite and Extended Systems Linfeng Zhang, Jiequn Han, Han Wang, Wissam Saidi, Roberto Car, Weinan E

CVPRW 2017 AcFR: Active Face Recognition Using Convolutional Neural Networks Masaki Nakada, Han Wang, Demetri Terzopoulos

ICCV 2013 Cross-View Action Recognition over Heterogeneous Feature Spaces Xinxiao Wu, Han Wang, Cuiwei Liu, Yunde Jia

CVPR 1996 Bayesian Image Restoration and Segmentation by Constrained Optimizatio Stan Z. Li, Kap Luk Chan, Han Wang

ECCV 1992 A Parallel Implementation of a Structure-from-Motion Algorithm Han Wang, Chris Bowman, Mike Brady, Christopher G. Harris