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ORCIDWenhao Li 0001
李文浩
Person information
- unicode name: 李文浩
- affiliation: Tongji University, School of Software Engineering, Shanghai, China
- affiliation (former): Chinese University of Hong Kong Shenzhen (CUHK-SZ), School of Data Science, Shenzhen, China
- affiliation (PhD 2022): East China Normal University, School of Computer Science and Technology, Shanghai, China
Other persons with the same name
- Wenhao Li (aka: Wen-Hao Li) — disambiguation page
- Wenhao Li 0002
![[0000-0001-8048-2668]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-8048-2668")
— Peking University Shenzhen Graduate School (PKU-SZ), Key Laboratory of Machine Perception, Shenzhen, China - Wenhao Li 0003 — Tsinghua University, Department of Computer Science and Technology, Beijing, China
- Wenhao Li 0004 — University of Glasgow, School of Computing Science, Glasgow, UK
- Wenhao Li 0005 — China Telecom Company Ltd., Research Institute, Guangzhou, China (and 2 more)
- Wenhao Li 0006 — Shandong Normal University, School of Information Science and Engineering, Jinan, China (and 1 more)
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Journal Articles
- 2024
[j6]Chuyun Shen, Wenhao Li, Haoqing Chen, Xiaoling Wang, Fengping Zhu, Yuxin Li, Xiangfeng Wang, Bo Jin:
Complementary information mutual learning for multimodality medical image segmentation. Neural Networks 180: 106670 (2024)- 2023
- [j5]Wenhao Li, Bo Jin, Xiangfeng Wang, Junchi Yan, Hongyuan Zha:
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning. J. Mach. Learn. Res. 24: 178:1-178:75 (2023) - [j4]Chuyun Shen, Wenhao Li, Qisen Xu, Bin Hu, Bo Jin, Haibin Cai, Fengping Zhu, Yuxin Li, Xiangfeng Wang:
Interactive medical image segmentation with self-adaptive confidence calibration. Frontiers Inf. Technol. Electron. Eng. 24(9): 1332-1348 (2023) - 2022
- [j3]Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha:
Learning structured communication for multi-agent reinforcement learning. Auton. Agents Multi Agent Syst. 36(2): 50 (2022) - [j2]Wenhao Li, Xiangfeng Wang, Bo Jin, Dijun Luo, Hongyuan Zha:
Structured Cooperative Reinforcement Learning With Time-Varying Composite Action Space. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8618-8634 (2022) - 2021
- [j1]Xiangfeng Wang, Junchi Yan, Bo Jin, Wenhao Li:
Distributed and Parallel ADMM for Structured Nonconvex Optimization Problem. IEEE Trans. Cybern. 51(9): 4540-4552 (2021)
Conference and Workshop Papers
- 2025
- [c24]Wenhao Li, Yuxin Zhang, Gen Luo, Daohai Yu, Rongrong Ji:
Training Long-Context LLMs Efficiently via Chunk-wise Optimization. ACL (Findings) 2025: 2691-2700 - [c23]Wenhao Li, Dan Qiao, Baoxiang Wang, Xiangfeng Wang, Wei Yin, Hao Shen, Bo Jin, Hongyuan Zha:
Multi-Agent Credit Assignment with Pretrained Language Models. AISTATS 2025: 1945-1953 - [c22]Haosheng Chen, Yun Hua, Junjie Sheng, Wenhao Li, Bo Jin, Xiangfeng Wang:
Dynamic Conservative Degree Allocation for Offline Multi-Agent Reinforcement Learning. AAMAS 2025: 2457-2459 - [c21]Junjie Sheng, Wenhao Li, Bo Jin, Hongyuan Zha, Jun Wang, Xiangfeng Wang:
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization. AAMAS 2025: 2741-2743 - [c20]Wenhui Ma, Wenhao Li, Bo Jin, Changhong Lu, Xiangfeng Wang:
SkyRover: A Modular Simulator for Cross-Domain Pathfinding. IJCAI 2025: 11086-11090 - [c19]Yunyang Cao, Juekai Lin, Hongye Wang, Wenhao Li, Bo Jin:
Interpretable Hybrid-Rule Temporal Point Processes. ECML/PKDD (3) 2025: 443-459 - 2024
- [c18]Wenhao Li:
Efficient Planning with Latent Diffusion. ICLR 2024 - [c17]Han Wang, Wenhao Li, Hongyuan Zha, Baoxiang Wang:
Carbon Market Simulation with Adaptive Mechanism Design. IJCAI 2024: 8824-8828 - [c16]Yifei Huang, Chuyun Shen, Wenhao Li, Xiangfeng Wang, Bo Jin, Haibin Cai:
Optimizing Efficiency and Effectiveness in Sequential Prompt Strategy for SAM Using Reinforcement Learning. MICCAI (8) 2024: 478-488 - 2023
- [c15]Junjie Sheng, Xiangfeng Wang, Bo Jin, Wenhao Li, Jun Wang, Junchi Yan, Tsung-Hui Chang, Hongyuan Zha:
Learning Structured Communication for Multi-Agent Reinforcement Learning. AAMAS 2023: 436-438 - [c14]Wenhao Li, Baoxiang Wang, Shanchao Yang, Hongyuan Zha:
Diverse Policy Optimization for Structured Action Space. AAMAS 2023: 819-828 - [c13]Shuang Chen, Qisen Xu, Liang Zhang, Yongbo Jin, Wenhao Li, Linjian Mo:
Model-Based Reinforcement Learning for Auto-bidding in Display Advertising. AAMAS 2023: 1560-1568 - [c12]Yun Hua, Shang Gao, Wenhao Li, Bo Jin, Xiangfeng Wang, Hongyuan Zha:
Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas. AAMAS 2023: 2784-2786 - [c11]Chuyun Shen, Wenhao Li, Ya Zhang, Yanfeng Wang, Xiangfeng Wang:
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. BIBM 2023: 3550-3557 - [c10]Wenhao Li, Xiangfeng Wang, Bo Jin, Hongyuan Zha:
Hierarchical Diffusion for Offline Decision Making. ICML 2023: 20035-20064 - [c9]Yue Lin, Wenhao Li, Hongyuan Zha, Baoxiang Wang:
Information Design in Multi-Agent Reinforcement Learning. NeurIPS 2023 - 2022
- [c8]Ting Wu, Wenhao Li, Bo Jin, Wei Zhang, Xiangfeng Wang:
Weighted Mean-Field Multi-Agent Reinforcement Learning via Reward Attribution Decomposition. DASFAA (Workshops) 2022: 301-316 - [c7]Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Hongyuan Zha:
Dealing with Non-Stationarity in MARL via Trust-Region Decomposition. ICLR 2022 - [c6]Wenhao Li, Hongjun Chen, Bo Jin, Wenzhe Tan, Hongyuan Zha, Xiangfeng Wang:
Multi-Agent Path Finding with Prioritized Communication Learning. ICRA 2022: 10695-10701 - [c5]Junjie Sheng, Shengliang Cai, Haochuan Cui, Wenhao Li, Yun Hua, Bo Jin, Wenli Zhou, Yiqiu Hu, Lei Zhu, Qian Peng, Hongyuan Zha, Xiangfeng Wang:
VMAgent: A Practical Virtual Machine Scheduling Platform. IJCAI 2022: 5944-5947 - 2021
- [c4]Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Yun Hua, Hongyuan Zha:
Structured Diversification Emergence via Reinforced Organization Control and Hierachical Consensus Learning. AAMAS 2021: 773-781 - [c3]Yun Hua, Xiangfeng Wang, Bo Jin, Wenhao Li, Junchi Yan, Xiaofeng He, Hongyuan Zha:
HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem. KDD 2021: 637-645 - 2020
- [c2]Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang:
Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning. CVPR 2020: 9391-9399 - 2019
- [c1]Wenhao Li, Bo Jin, Xiangfeng Wang:
SparseMAAC: Sparse Attention for Multi-agent Reinforcement Learning. DASFAA Workshops 2019: 96-110
Informal and Other Publications
- 2025
- [i48]Wenhao Li, Yue Lin, Xiangfeng Wang, Bo Jin, Hongyuan Zha, Baoxiang Wang:
Verbalized Bayesian Persuasion. CoRR abs/2502.01587 (2025) - [i47]Yangguang He, Wenhao Li, Minzhe Li, Juan Zhang, Xiangfeng Wang, Bo Jin:
TrackDiffuser: Nearly Model-Free Bayesian Filtering with Diffusion Model. CoRR abs/2502.05629 (2025) - [i46]Wenhui Ma, Wenhao Li, Bo Jin, Changhong Lu, Xiangfeng Wang:
SkyRover: A Modular Simulator for Cross-Domain Pathfinding. CoRR abs/2502.08969 (2025) - [i45]Di Wu, Xian Wei, Guang Chen, Hao Shen, Xiangfeng Wang, Wenhao Li, Bo Jin:
Generative Multi-Agent Collaboration in Embodied AI: A Systematic Review. CoRR abs/2502.11518 (2025) - [i44]Wenwu Li, Xiangfeng Wang, Wenhao Li, Bo Jin:
A Survey of Automatic Prompt Engineering: An Optimization Perspective. CoRR abs/2502.11560 (2025) - [i43]Zixiao Huang, Lifeng Guo, Junjie Sheng, Haosheng Chen, Wenhao Li, Bo Jin, Changhong Lu, Xiangfeng Wang:
GraphThought: Graph Combinatorial Optimization with Thought Generation. CoRR abs/2502.11607 (2025) - [i42]Junjie Sheng, Jiehao Wu, Haochuan Cui, Yiqiu Hu, Wenli Zhou, Lei Zhu, Qian Peng, Wenhao Li, Xiangfeng Wang:
Scalable Reinforcement Learning for Virtual Machine Scheduling. CoRR abs/2503.00537 (2025) - [i41]Yunyang Cao, Juekai Lin, Hongye Wang, Wenhao Li, Bo Jin:
Interpretable Hybrid-Rule Temporal Point Processes. CoRR abs/2504.11344 (2025) - [i40]Wenhao Li, Bo Jin, Mingyi Hong, Changhong Lu, Xiangfeng Wang:
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows. CoRR abs/2505.04354 (2025) - [i39]Dan Qiao, Wenhao Li, Shanchao Yang, Hongyuan Zha, Baoxiang Wang:
Offline Multi-agent Reinforcement Learning via Score Decomposition. CoRR abs/2505.05968 (2025) - [i38]JieHao Wu, Ziwei Wang, Junjie Sheng, Wenhao Li, Xiangfeng Wang, Jun Luo:
Learning Virtual Machine Scheduling in Cloud Computing through Language Agents. CoRR abs/2505.10117 (2025) - [i37]Wenhao Li, Yuxin Zhang, Gen Luo, Daohai Yu, Rongrong Ji:
Training Long-Context LLMs Efficiently via Chunk-wise Optimization. CoRR abs/2505.16710 (2025) - [i36]Shiyue Wang, Haozheng Xu, Yuhan Zhang, Jingran Lin, Changhong Lu, Xiangfeng Wang, Wenhao Li:
Where Paths Collide: A Comprehensive Survey of Classic and Learning-Based Multi-Agent Pathfinding. CoRR abs/2505.19219 (2025) - [i35]Di Wu, Jiaxin Fan, Junzhe Zang, Guanbo Wang, Wei Yin, Wenhao Li, Bo Jin:
Reinforced Reasoning for Embodied Planning. CoRR abs/2505.22050 (2025) - [i34]Xidong Yang, Wenhao Li, Junjie Sheng, Chuyun Shen, Yun Hua, Xiangfeng Wang:
Agentic Episodic Control. CoRR abs/2506.01442 (2025) - [i33]Wenhao Li, Wenwu Li, Chuyun Shen, Junjie Sheng, Zixiao Huang, Di Wu, Yun Hua, Wei Yin, Xiangfeng Wang, Hongyuan Zha, Bo Jin:
TextAtari: 100K Frames Game Playing with Language Agents. CoRR abs/2506.04098 (2025) - [i32]Yue Lin, Shuhui Zhu, William A Cunningham, Wenhao Li, Pascal Poupart, Hongyuan Zha, Baoxiang Wang:
Information Bargaining: Bilateral Commitment in Bayesian Persuasion. CoRR abs/2506.05876 (2025) - [i31]Yun Hua, Haosheng Chen, Shiqin Wang, Wenhao Li, Xiangfeng Wang, Jun Luo:
Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents. CoRR abs/2506.07388 (2025) - [i30]Ziyang Gong, Wenhao Li, Oliver Ma, Songyuan Li, Jiayi Ji, Xue Yang, Gen Luo, Junchi Yan, Rongrong Ji:
SpaCE-10: A Comprehensive Benchmark for Multimodal Large Language Models in Compositional Spatial Intelligence. CoRR abs/2506.07966 (2025) - [i29]Jingjing Qu, Kejia Hu, Jun Zhu, Wenhao Li, Teng Wang, Zhiyun Chen, Yulei Ye, Chaochao Lu, Aimin Zhou, Xiangfeng Wang, James Evans:
Epitome: Pioneering an Experimental Platform for AI-Social Science Integration. CoRR abs/2507.01061 (2025) - [i28]Gen Luo, Wenhan Dou, Wenhao Li, Zhaokai Wang, Xue Yang, Changyao Tian, Hao Li, Weiyun Wang, Wenhai Wang, Xizhou Zhu, Yu Qiao, Jifeng Dai:
Mono-InternVL-1.5: Towards Cheaper and Faster Monolithic Multimodal Large Language Models. CoRR abs/2507.12566 (2025) - [i27]Yangguang He, Wenhao Li, Minzhe Li, Juan Zhang, Xiangfeng Wang, Bo Jin:
Differentiable Adaptive Kalman Filtering via Optimal Transport. CoRR abs/2508.07037 (2025) - [i26]Weiyun Wang, Zhangwei Gao, Lixin Gu, Hengjun Pu, Long Cui, Xingguang Wei, Zhaoyang Liu, Linglin Jing, Shenglong Ye, Jie Shao, Zhaokai Wang, Zhe Chen, Hongjie Zhang, Ganlin Yang, Haomin Wang, Qi Wei, Jinhui Yin, Wenhao Li, Erfei Cui, Guanzhou Chen, Zichen Ding, Changyao Tian, Zhenyu Wu, JingJing Xie, Zehao Li, Bowen Yang, Yuchen Duan, Xuehui Wang, Zhi Hou, Haoran Hao, Tianyi Zhang, Songze Li, Xiangyu Zhao, Haodong Duan, Nianchen Deng, Bin Fu, Yinan He, Yi Wang, Conghui He, Botian Shi, Junjun He, Yingtong Xiong, Han Lv, Lijun Wu, Wenqi Shao, Kaipeng Zhang, Huipeng Deng, Biqing Qi, Jiaye Ge, Qipeng Guo, Wenwei Zhang, Songyang Zhang, Maosong Cao, Junyao Lin, Kexian Tang, Jianfei Gao, Haian Huang, Yuzhe Gu, Chengqi Lyu, Huanze Tang, Rui Wang, Haijun Lv, Wanli Ouyang, Limin Wang, Min Dou, Xizhou Zhu, Tong Lu, Dahua Lin, Jifeng Dai, Weijie Su, Bowen Zhou, Kai Chen, Yu Qiao, Wenhai Wang, Gen Luo:
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency. CoRR abs/2508.18265 (2025) - [i25]Yunyang Cao, Juekai Lin, Wenhao Li, Bo Jin:
MOCHA: Discovering Multi-Order Dynamic Causality in Temporal Point Processes. CoRR abs/2508.18873 (2025) - [i24]Wenhao Li, Yuxin Zhang, Gen Luo, Haiyuan Wan, Ziyang Gong, Fei Chao, Rongrong Ji:
Spotlight Attention: Towards Efficient LLM Generation via Non-linear Hashing-based KV Cache Retrieval. CoRR abs/2508.19740 (2025) - [i23]Wenhao Li, Bangcheng Sun, Weihao Ye, Tianyi Zhang, Daohai Yu, Fei Chao, Rongrong Ji:
CCF: A Context Compression Framework for Efficient Long-Sequence Language Modeling. CoRR abs/2509.09199 (2025) - 2024
- [i22]Chuyun Shen, Wenhao Li, Haoqing Chen, Xiaoling Wang, Fengping Zhu, Yuxin Li, Xiangfeng Wang, Bo Jin:
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation. CoRR abs/2401.02717 (2024) - [i21]Yuheng Cheng, Ceyao Zhang, Zhengwen Zhang, Xiangrui Meng, Sirui Hong, Wenhao Li, Zihao Wang, Zekai Wang, Feng Yin, Junhua Zhao, Xiuqiang He:
Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects. CoRR abs/2401.03428 (2024) - [i20]Han Wang, Wenhao Li, Hongyuan Zha, Baoxiang Wang:
Carbon Market Simulation with Adaptive Mechanism Design. CoRR abs/2406.07875 (2024) - [i19]Chuyun Shen, Wenhao Li, Yuhang Shi, Xiangfeng Wang:
Interactive 3D Medical Image Segmentation with SAM 2. CoRR abs/2408.02635 (2024) - 2023
- [i18]Wenhao Li, Xiangfeng Wang, Bo Jin, Jingyi Lu, Hongyuan Zha:
Learning Roles with Emergent Social Value Orientations. CoRR abs/2301.13812 (2023) - [i17]Wenhao Li, Baoxiang Wang, Shanchao Yang, Hongyuan Zha:
Diverse Policy Optimization for Structured Action Space. CoRR abs/2302.11917 (2023) - [i16]Yun Hua, Shang Gao, Wenhao Li, Bo Jin, Xiangfeng Wang, Hongyuan Zha:
Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas. CoRR abs/2305.06227 (2023) - [i15]Yue Lin, Wenhao Li, Hongyuan Zha, Baoxiang Wang:
Information Design in Multi-Agent Reinforcement Learning. CoRR abs/2305.06807 (2023) - [i14]Wenhao Li, Dan Qiao, Baoxiang Wang, Xiangfeng Wang, Bo Jin, Hongyuan Zha:
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning. CoRR abs/2305.10865 (2023) - [i13]Junjie Sheng, Wenhao Li, Bo Jin, Hongyuan Zha, Jun Wang, Xiangfeng Wang:
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization. CoRR abs/2306.05353 (2023) - [i12]Chuyun Shen, Wenhao Li, Ya Zhang, Xiangfeng Wang:
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. CoRR abs/2306.08958 (2023) - [i11]Wenhao Li:
Efficient Planning with Latent Diffusion. CoRR abs/2310.00311 (2023) - [i10]Junjie Sheng, Zixiao Huang, Chuyun Shen, Wenhao Li, Yun Hua, Bo Jin, Hongyuan Zha, Xiangfeng Wang:
Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym. CoRR abs/2312.03290 (2023) - 2022
- [i9]Wenhao Li, Hongjun Chen, Bo Jin, Wenzhe Tan, Hongyuan Zha, Xiangfeng Wang:
Multi-Agent Path Finding with Prioritized Communication Learning. CoRR abs/2202.03634 (2022) - 2021
- [i8]Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Yun Hua, Hongyuan Zha:
Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning. CoRR abs/2102.04775 (2021) - [i7]Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Hongyuan Zha:
Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition. CoRR abs/2102.10616 (2021) - [i6]Wenhao Li, Qisen Xu, Chuyun Shen, Bin Hu, Fengping Zhu, Yuxin Li, Bo Jin, Xiangfeng Wang:
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration. CoRR abs/2111.07716 (2021) - [i5]Junjie Sheng, Shengliang Cai, Haochuan Cui, Wenhao Li, Yun Hua, Bo Jin, Wenli Zhou, Yiqiu Hu, Lei Zhu, Qian Peng, Hongyuan Zha, Xiangfeng Wang:
VMAgent: Scheduling Simulator for Reinforcement Learning. CoRR abs/2112.04785 (2021) - 2020
- [i4]Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha:
Learning Structured Communication for Multi-agent Reinforcement Learning. CoRR abs/2002.04235 (2020) - [i3]Yun Hua, Xiangfeng Wang, Bo Jin, Wenhao Li, Junchi Yan, Xiaofeng He, Hongyuan Zha:
Hyper-Meta Reinforcement Learning with Sparse Reward. CoRR abs/2002.04238 (2020) - [i2]Wenhao Li, Bo Jin, Xiangfeng Wang, Junchi Yan, Hongyuan Zha:
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning. CoRR abs/2004.11145 (2020) - 2019
- [i1]Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang:
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning. CoRR abs/1911.10334 (2019)
Coauthor Index
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