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ORCIDJun Wang 0012
Person information
- affiliation: University College London, Department of Computer Science, UCL Centre for Artificial Intelligence, London, UK
- affiliation (PhD 2008): Delft University of Technology, The Netherlands
Other persons with the same name
- Jun Wang — disambiguation page
- Jun Wang 0001
![[0000-0002-0926-4761]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-0926-4761")
— University of Central Florida, Department of Electrical Engineering and Computer Science, Orlando, FL, USA (and 2 more) - Jun Wang 0002 — City University of Hong Kong, Department of Computer Science, Hong Kong (and 3 more)
- Jun Wang 0003 — Tsinghua University, Department of Electronic Engineering, Beijing, China
- Jun Wang 0004 — Beijing Genomics Institute, Shenzhen, China (and 2 more)
- Jun Wang 0005 — University of Electronic Science and Technology of China, National Key Laboratory of Science and Technology, Chengdu, China (and 1 more)
- Jun Wang 0006 — East China Normal University, Shanghai, China (and 3 more)
- Jun Wang 0007 — UCLA, CORES Lab, Los Angeles, CA, USA
- Jun Wang 0008 — The University of British Columbia, Vancouver, BC, Canada
- Jun Wang 0009 — Osaka University, Japan
- Jun Wang 0010 — Sichuan University, College of Electronics And Information Engineering, Chengdu, China (and 1 more)
- Jun Wang 0011 — Microsoft (and 1 more)
- Jun Wang 0013 — Xihua University, School of Computer and Software Engineering, Chengdu, China (and 1 more)
- Jun Wang 0014 — Huazhong University of Science and Technology, China (and 1 more)
- Jun Wang 0015 — Zhuhai Jieli Technology Co., Ltd, Zhuhai, China (and 3 more)
- Jun Wang 0016 — Old Dominion University, Norfolk, USA
- Jun Wang 0017 — University of Geneva, Switzerland
- Jun Wang 0018 — iWudao Tech, San Jose, CA, USA (and 2 more)
- Jun Wang 0019 — Beihang University, School of Computer Science and Engineering, Beijing, China
- Jun Wang 0020 — Université du Luxembourg, Luxembourg
- Jun Wang 0021 — University of New South Wales, Kensington, NSW, Australia
- Jun Wang 0022 — University of Iowa, Center for Global and Regional Environmental Studies, Iowa City, IA, USA (and 3 more)
- Jun Wang 0023 — Nankai University, Institute of Big Data, Tianjin, China (and 1 more)
- Jun Wang 0024 — Shanghai University, School of Communication and Information Engineering, Shanghai , China (and 3 more)
- Jun Wang 0025 — Tongji University, Department of Control Science and Engineering, Shanghai, China
- Jun Wang 0026 — University of Nebraska-Lincoln, Power and Energy Systems Laboratory, NE, USA (and 1 more)
- Jun Wang 0027 — South-Central University for Nationalities, College of Computer Science, Wuhan, China (and 1 more)
- Jun Wang 0028 — US Environmental Protection Agency (EPA, Research Triangle Park, NC, USA (and 1 more)
- Jun Wang 0029 — Jiangnan University, Department of Packaging Engineering, Wuxi, China (and 1 more)
- Jun Wang 0030 — Duke University, Department of Chemistry, Durham, NC, USA (and 2 more)
- Jun Wang 0031 — Nanjing University of Posts and Telecommunications, School of Geographic and Biologic Information, Smart Health Big Data Analysis and Location Services Engineering Lab of Jiangsu Province, Nanjing, China (and 1 more)
- Jun Wang 0032 — Queen Mary University of London, Computer Science Department, UK
- Jun Wang 0033 — University of Bedfordshire, UK
- Jun Wang 0034 — Xidian University, Institute of Electronic CAD, Xi'an, China
- Jun Wang 0035 — Shandong University, SDU-NTU Joint Centre For AI Research, C-FAIR, Jinan, China (and 2 more)
- Jun Wang 0036 — Shanghai University of Engineering Science, College of Electronic and Electrical Engineering, China
- Jun Wang 0037 — University of Texas at Dallas, Department of Bioengineering, Richardson, TX, USA (and 1 more)
- Jun Wang 0038 — Zhejiang University, Department of Biosystems Engineering, China
- Jun Wang 0039 — Nanjing University of Aeronautics and Astronautics, College of Mechanical and Electrical Engineering, China (and 4 more)
- Jun Wang 0040 — University of California, San Diego, Department of Bioengineering, CA, USA
- Jun Wang 0041 — Beihang University, Electronic Information Engineering, Beijing, China (and 1 more)
- Jun Wang 0042 — Peking University, School of Earth and Space Sciences, Institute of Remote Sensing and Geographic Information System, Beijing, China
- Jun Wang 0043 — China Three Gorges University, Yichang, China (and 2 more)
- Jun Wang 0044 — Harbin Institute of Technology at Weihai, School of Information and Electrical Engineering, China
- Jun Wang 0045 — Northwestern Polytechnical University, School of Materials Science, Xi'an, China (and 1 more)
- Jun Wang 0046 — University of Electronic Science and Technology of China, School of Mechanical and Electrical Engineering, Chengdu, China
- Jun Wang 0047 — Nanjing University, Collaborative Innovation Center of Advanced Microstructures, School of Physics, National Laboratory of Solid State Microstructures, China
- Jun Wang 0048 — Fuzhou University, School of Electrical Engineering and Automation, China (and 1 more)
- Jun Wang 0049 — Beihang University, School of Aviation Science and Engineering, Beijing, China
- Jun Wang 0050 — Beijing Jiaotong University, School of Economics and Management, China
- Jun Wang 0051 — Jiangnan University, School of Mechanical Engineering, Wuxi, China
- Jun Wang 0052 — Queen Mary University of London, Barts Cancer Institute, London, UK (and 1 more)
- Jun Wang 0053 — Linköping University, Division of Theoretical Chemistry, Sweden (and 3 more)
- Jun Wang 0054 — Hunan University, College of Electrical and Information Engineering, Changsha, China
- Jun Wang 0055 — Western Sydney University, Australia (and 1 more)
- Jun Wang 0056 — Zhejiang University, College of Electrical Engineering, Hangzhou, China
- Jun Wang 0057 — Tianjin University of Science and Technology, College of Mechanical Engineering, China (and 1 more)
- Jun Wang 0058 — Taiyuan University of Technology, Key Laboratory of Advanced Transducers and Intelligent Control System, China
- Jun Wang 0059 — Beihang University, Department of Information Systems, School of Economics and Management, Beijing, China (and 1 more)
- Jun Wang 0060 — Peking University, College of Life Sciences, Center for Bioinformatics, State Key Laboratory of Protein and Plant Gene Research, Beijing, China
- Jun Wang 0061 — Shandong Normal University, School of Information Science and Engineering, Jinan, China
- Jun Wang 0062 — Huawei Technologies, Hangzhou Research Center, China
- Jun Wang 0063 — Air force Early-warning Institute, Wuhan, China (and 2 more)
- Jun Wang 0064 — Henan University of Science and Technology, College of Agriculture Equipment Engineering, Luoyang, China
- Jun Wang 0065 (aka: Jun-Askuyue Wang) — Harbin Institute of Technology, Department of Mathematics, China
- Jun Wang 0066 — Beijing Foreign Studies University, International Business School, Beijing, China (and 1 more)
- Jun Wang 0067 — University of Fukui, Graduate School of Engineering, Department of Human and Artificial Intelligent Systems, Japan
- Jun Wang 0068 — Tianjin University of Finance and Economics, School of Management Science and Engineering, China
- Jun Wang 0069 — Xidian University, National Laboratory of Radar Signal Processing, Xi'an, China
- Jun Wang 0070 — State Key Laboratory of Mathematical Engineering and Advanced Computing, Zhengzhou, China
- Jun Wang 0071 — China University of Mining and Technology, School of Information and Control Engineering, Xuzhou, China
- Jun Wang 0072 — Zhejiang University, Institute of Translational Medicine, Hangzhou, China
- Jun Wang 0073 — Tsinghua University, Department of Computer Science and Technology, Beijing , China
- Jun Wang 0074 — University of Kiel, Institute for Experimental Medicine, Germany (and 2 more)
- Jun Wang 0075 — Beijing Jiaotong University, School of Science, Department of Mathematics, China (and 1 more)
- Jun Wang 0076 — Central South University, School of Traffic and Transportation Engineering, Changsha, China
- Jun Wang 0077 — Huawei US R&D, Santa Clara, CA, USA (and 2 more)
- Jun Wang 0078 — Northwest University, School of Information Science and Technology, Xi'an, China (and 1 more)
- Jun Wang 0079 — Lanzhou University of Technology, College of Electrical and Information Engineering / Key Laboratory of Gansu Advanced Control for Industrial Processes, China
- Jun Wang 0080 — Southern Medical University, Shenzhen Hospital, China (and 1 more)
- Jun Wang 0081 — Tianjin University, College of Intelligence and Computing, China
- Jun Wang 0082 — Flatiron Institute, Simons Foundation, New York, NY, USA
- Jun Wang 0083 — Xi'an Jiaotong University, Faculty of Electrical and Information Engineering, School of Automation Science and Engineering, Department of Automation, China
- Jun Wang 0084 — Toll Collection Center for Shaanxi Freeway, Xi'an, China
- Jun Wang 0085 — China University of Petroleum (East China), College of Control Science and Engineering, Qingdao, China (and 1 more)
- Jun Wang 0086 — Southeast University, School of Information Science and Engineering, State Key Laboratory of Millimeter-Waves, Nanjing, China
- Jun Wang 0087 — Beijing University of Chemical Technology, School of Economics and Management, China
- Blowman J. Wang (aka: Jun Wang 0088) — Southern University of Science and Technology, Shenzhen, China
- Jun Wang 0089 — Southwestern University of Finance and Economics, Chengdu, China
- Jun Wang 0090 — Salesforce AI Research, Palo Alto, CA, USA (and 1 more)
- Jun Wang 0091 — Tencent AI Lab, Shenzhen, China
- Jun Wang 0092 — University of Texas Southwestern, Department of Psychiatry, Dallas, TX, USA
- Jun Wang 0093 — Jiangsu University, Faculty of Science, Zhenjiang, China (and 1 more)
- Jun Wang 0094 — Nanjing University, International Institute for Earth System Science, China
- Jun Wang 0095 — China Medical University, First Affiliated Hospital, Department of Surgical Oncology and General Surgery, Shenyang, China
- Jun Wang 0096 — Ministry of Agriculture, Key Laboratory of Freshwater Aquatic Genetic Resources, Shanghai, China (and 2 more)
- Jun Wang 0097 — Nanjing Medical University, First Affiliated Hospital, Department of Thoracic Surgery, China
- Jun Wang 0098 — Mississippi State University, Department of Civil and Environmental Engineering, Starkville, MS, USA (and 1 more)
- Jun Wang 0099 — Shandong Normal University, School of Psychology, Jinan, China
- Jun Wang 0100 — Peking University, Department of Information Management, Beijing, China
- Jun Wang 0101 — Yunnan Normal University, MoE Key Laboratory of Education Informatization for Nationalities / Yunnan Key Laboratory of Smart Education, Kunming, China
- Jun Wang 0102 — Nanjing University of Information Science and Technology, School of Computer and Software, China
- Jun Wang 0103 — Xi'an Aerospace Propulsion Institute, Science and Technology on Liquid Rocket Engine Laboratory, China (and 1 more)
- Jun Wang 0104 — Sichuan University, College of Electronics and Information Engineering, Chengdu, China
- Jun Wang 0105 — Tsinghua University, Department of Precision Instrument, Beijing, China (and 1 more)
- Jun Wang 0106 — University of Bristol, Department of Electrical and Electronic Engineering, UK
- Jun Wang 0107 — University of Electronic Science and Technology of China, National Key Laboratory of Science and Technology on Communications / Center for Intelligent Networking and Communications, Chengdu, China
- Jun Wang 0108 — China Institute of Water Resources and Hydropower Research, Institute of Water Resources for Pastoral Area, Huhhot, China
- Jun Wang 0109 — Xidian University, School of Cyber Engineering, Xi'an, China
- Jun Wang 0110 — Dalian Maritime University, School of Information Science and Technology, China
- Jun Wang 0111 — Shandong University of Science and Technology, College of Geometrics, Qingdao, China
- Jun Wang 0112 — Harbin University of Science and Technology, Department of Communication Engineering, China
- Jun Wang 0113 — National University Corporation Shizuoka University, Graduate School of Science and Technology, Integrated Bioscience Section, Japan
- Jun Wang 0114 — Hebei University, College of Electronic Information Engineering, Baoding, China (and 1 more)
- Jun Wang 0115 — Qilu University of Technology, School of Mechanical and Automotive Engineering, Jinan, China
- Jun Wang 0116 — University of Electronic Science and Technology of China, Zhongshan Institute, China (and 1 more)
- Jun Wang 0117 — National University of Defense Technology, College of Meteorology and Oceanography, Changsha, China (and 1 more)
- Jun Wang 0118 — China University of Geosciences, School of Computer Science, Wuhan, China
- Jun Wang 0119 — Beijing Jiaotong University, School of Electronic and Information Engineering, China
- Jun Wang 0120 — University of Science and Technology of China, School of Computer Science and Technology, Anhui Province Key Laboratory of Big Data Analysis and Application, Hefei, China
- Jun Wang 0121 — University of Warwick, Department of Computer Science, Coventry, UK (and 3 more)
- Jun Wang 0122 — Amazon AWS AI Labs
- Jun Wang 0123 — Ping An Technology Co. Ltd., PingAn Healthcare Technology, AI Platform Group, Beijing, China (and 2 more)
- Jun Wang 0124 — China University of Geosciences, School of Geophysics and Information Technology, Beijing, China
- Jun Wang 0125 — Virginia Tech, Computer Science Department, Blacksburg, VA, USA
- Jun Wang 0126 — University of Melbourne, Australia
- Jun Wang 0127 — JD AI Research, Beijing, China
- Jun Wang 0128 — Southwest Minzu University, College of Electrical and Information Engineering, Key Laboratory of Electronic Information of State Ethnic Affairs Commission, Chengdu, China
- Jun Wang 0129 — Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Beijing, China (and 1 more)
- Jun Wang 0130 — University of Science and Technology of China, School of Computer Science and Technology, Key Lab of Computing and Communication Software of Anhui Province, Hefei, China
- Jun Wang 0131 — Nanchang Institute of Technology, School of Information Engineering, Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang, China (and 1 more)
- Jun Wang 0132 — Shanghai Normal University, Department of Mathematics, Shanghai, China
- Jun Wang 0133 — University of Siena, Department of Information Engineering and Mathematics, Siena, Italy
- Jun Wang 0134 — Zhejiang Lab, Research Center for Intelligent Computing Platforms, Hangzhou, China
- Jun Wang 0135 — Washington University in St. Louis, Department of Electrical and Systems Engineering, St. Louis, MO, USA (and 1 more)
- Jun Wang 0136 — Hong Kong Polytechnic University, Department of Computing, Hong Kong
- Jun Wang 0137 — Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering, Brain-inspired Application Technology Center, Shanghai, China
- Jun Wang 0138 — Southeast University, School of Information Science and Engineering, National Mobile Communications Research Laboratory, Nanjing, China (and 1 more)
- Jun Wang 0139 — Indiana University, Pervasive Technology Institute, Bloomington, IN, USA
- Jun Wang 0140 — Xi'an University of Posts and Telecommunications, School of Telecommunication and Information Engineering, Xi'an, China
- Jun Wang 0141 — Palo Alto Networks, Inc., USA (and 1 more)
- Jun Wang 0142 — Independent Researcher, Syracuse, NY, USA (and 2 more)
- Jun Wang 0143 — China Earthquake Administration, The Second Monitoring and Application Center, Xi'an, China (and 1 more)
- Jun Wang 0144 — Jilin University, Institute of Atomic and Molecular Physics, Changchun, China (and 1 more)
- Jun Wang 0145 — Quzhou University, School of Mechanical Engineering, Quzhou, China (and 3 more)
- Jun Wang 0146 — University of Nebraska-Lincoln, Department of Electrical and Computer Engineering, Lincoln, NE, USA (and 1 more)
- Jun Wang 0147 — Wuhan University of Science and Technology, College of Life and Health Sciences, Institute of Biology and Medicine, Wuhan, China
- Jun Wang 0148 — Shenyang University of Chemical Technology, College of Computer Science and Technology, Shenyang, China
- Jun Wang 0150 — Xidian University, National Laboratory of Radar Signal Processing and the Collaborative Innovation Center of Information Sensing and Understanding, Xi'an, China (and 1 more)
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2020 – today
- 2024
[j66]Ziyi Wang, Xinran Li, Luoyang Sun, Haifeng Zhang, Hualin Liu, Jun Wang:
Learning State-Specific Action Masks for Reinforcement Learning. Algorithms 17(2): 60 (2024)- [j65]Hanyu Li, Wenhan Huang, Zhijian Duan, David Henry Mguni, Kun Shao, Jun Wang, Xiaotie Deng:
A survey on algorithms for Nash equilibria in finite normal-form games. Comput. Sci. Rev. 51: 100613 (2024) - [j64]Yan Song, He Jiang, Zheng Tian, Haifeng Zhang, Yingping Zhang, Jiangcheng Zhu, Zonghong Dai, Weinan Zhang, Jun Wang:
An Empirical Study on Google Research Football Multi-agent Scenarios. Mach. Intell. Res. 21(3): 549-570 (2024) - [j63]Vasco Lopes, Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Antoine Yang, Victor Gabillon, Hang Xu, Zewei Chen, Jun Wang:
Manas: multi-agent neural architecture search. Mach. Learn. 113(1): 73-96 (2024) - [j62]Yang Yang, Jianjun Wu, Tianjiao Chen, Chenghui Peng, Jun Wang, Juan Deng, Xiaofeng Tao, Guangyi Liu, Wenjing Li, Li Yang, Yufeng He, Tingting Yang, A. Hamid Aghvami, Frank Eliassen, Schahram Dustdar, Dusit Niyato, Wanfei Sun, Yang Xu, Yannan Yuan, Jiang (Linda) Xie, Rongpeng Li, Cuiqin Dai:
Task-Oriented 6G Native-AI Network Architecture. IEEE Netw. 38(1): 219-227 (2024) - [j61]Xiangkun He, Jingda Wu, Zhiyu Huang, Zhongxu Hu, Jun Wang, Alberto L. Sangiovanni-Vincentelli, Chen Lv:
Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 267-279 (2024) - [j60]Shangding Gu, Long Yang, Yali Du, Guang Chen, Florian Walter, Jun Wang, Alois Knoll:
A Review of Safe Reinforcement Learning: Methods, Theories, and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 11216-11235 (2024) - [j59]Yang Li, Cheng Yu, Guangzhi Sun, Weiqin Zu, Zheng Tian, Ying Wen, Wei Pan, Chao Zhang, Jun Wang, Yang Yang, Fanglei Sun:
Cross-Utterance Conditioned VAE for Speech Generation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4263-4276 (2024) - [j58]Yang Li, Fanglei Sun, Jingchen Hu, Chang Liu, Fan Wu, Kai Li, Ying Wen, Zheng Tian, Yaodong Yang, Jiangcheng Zhu, Zhifeng Chen, Jun Wang, Yang Yang:
Self-Supervised MAFENN for Classifying Low-Labeled Distorted Images Over Mobile Fading Channels. IEEE Trans. Mob. Comput. 23(8): 8077-8091 (2024) - [c201]Meng Fang, Shilong Deng, Yudi Zhang, Zijing Shi, Ling Chen, Mykola Pechenizkiy, Jun Wang:
Large Language Models Are Neurosymbolic Reasoners. AAAI 2024: 17985-17993 - [c200]Zijing Shi, Meng Fang, Ling Chen, Yali Du, Jun Wang:
Human-Guided Moral Decision Making in Text-Based Games. AAAI 2024: 21574-21582 - [c199]Qirui Mi, Siyu Xia, Yan Song, Haifeng Zhang, Shenghao Zhu, Jun Wang:
TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-agent Reinforcement Learning. AAMAS 2024: 1390-1399 - [c198]Yan Song, He Jiang, Haifeng Zhang, Zheng Tian, Weinan Zhang, Jun Wang:
Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: The Past, Present, and Future. AAMAS 2024: 1772-1781 - [c197]Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang:
A Summary of Online Markov Decision Processes with Non-oblivious Strategic Adversary. AAMAS 2024: 2830-2832 - [c196]Yuxuan Mu, Shihao Zou, Kangning Yin, Zheng Tian, Li Cheng, Weinan Zhang, Jun Wang:
RACon: Retrieval-Augmented Simulated Character Locomotion Control. ICME 2024: 1-6 - [c195]Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang:
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning. ICML 2024 - [c194]Ziyu Wan, Xidong Feng, Muning Wen, Stephen Marcus McAleer, Ying Wen, Weinan Zhang, Jun Wang:
AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training. ICML 2024 - [c193]Weiqin Zu, Wenbin Song, Ruiqing Chen, Ze Guo, Fanglei Sun, Zheng Tian, Wei Pan, Jun Wang:
Language and Sketching: An LLM-driven Interactive Multimodal Multitask Robot Navigation Framework. ICRA 2024: 1019-1025 - [c192]Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley:
InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization. WWW 2024: 1350-1361 - [i203]Meng Fang, Shilong Deng, Yudi Zhang, Zijing Shi, Ling Chen, Mykola Pechenizkiy, Jun Wang:
Large Language Models Are Neurosymbolic Reasoners. CoRR abs/2401.09334 (2024) - [i202]Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley:
InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization. CoRR abs/2401.12553 (2024) - [i201]Muning Wen, Cheng Deng, Jun Wang, Weinan Zhang, Ying Wen:
Entropy-Regularized Token-Level Policy Optimization for Large Language Models. CoRR abs/2402.06700 (2024) - [i200]Xidong Feng, Ziyu Wan, Mengyue Yang, Ziyan Wang, Girish A. Koushik, Yali Du, Ying Wen, Jun Wang:
Natural Language Reinforcement Learning. CoRR abs/2402.07157 (2024) - [i199]Adam X. Yang, Maxime Robeyns, Thomas Coste, Jun Wang, Haitham Bou-Ammar, Laurence Aitchison:
Bayesian Reward Models for LLM Alignment. CoRR abs/2402.13210 (2024) - [i198]Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang:
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning. CoRR abs/2402.17453 (2024) - [i197]Yao Zhao, Tao Wu, Yijie Zhu, Xiang Lu, Jun Wang, Haitham Bou-Ammar, Xinyu Zhang, Peng Du:
ZSL-RPPO: Zero-Shot Learning for Quadrupedal Locomotion in Challenging Terrains using Recurrent Proximal Policy Optimization. CoRR abs/2403.01928 (2024) - [i196]Jingxiao Chen, Ziqin Gong, Minghuan Liu, Jun Wang, Yong Yu, Weinan Zhang:
Looking Ahead to Avoid Being Late: Solving Hard-Constrained Traveling Salesman Problem. CoRR abs/2403.05318 (2024) - [i195]Qirui Mi, Zhiyu Zhao, Siyu Xia, Yan Song, Jun Wang, Haifeng Zhang:
Learning Macroeconomic Policies based on Microfoundations: A Stackelberg Mean Field Game Approach. CoRR abs/2403.12093 (2024) - [i194]Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang:
Circuit Transformer: End-to-end Circuit Design by Predicting the Next Gate. CoRR abs/2403.13838 (2024) - [i193]Zhiyu Zhao, Ning Yang, Xue Yan, Haifeng Zhang, Jun Wang, Yaodong Yang:
Correlated Mean Field Imitation Learning. CoRR abs/2404.09324 (2024) - [i192]Muning Wen, Ziyu Wan, Weinan Zhang, Jun Wang, Ying Wen:
Reinforcing Language Agents via Policy Optimization with Action Decomposition. CoRR abs/2405.15821 (2024) - [i191]Xuanfa Jin, Ziyan Wang, Yali Du, Meng Fang, Haifeng Zhang, Jun Wang:
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf. CoRR abs/2405.19946 (2024) - [i190]Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang:
Logic Synthesis with Generative Deep Neural Networks. CoRR abs/2406.04699 (2024) - [i189]Yuxuan Mu, Shihao Zou, Kangning Yin, Zheng Tian, Li Cheng, Weinan Zhang, Jun Wang:
RACon: Retrieval-Augmented Simulated Character Locomotion Control. CoRR abs/2406.17795 (2024) - [i188]Christopher E. Mower, Yuhui Wan, Hongzhan Yu, Antoine Grosnit, Jonas Gonzalez-Billandon, Matthieu Zimmer, Jinlong Wang, Xinyu Zhang, Yao Zhao, Anbang Zhai, Puze Liu, Davide Tateo, Cesar Cadena, Marco Hutter, Jan Peters, Guangjian Tian, Yuzheng Zhuang, Kun Shao, Xingyue Quan, Jianye Hao, Jun Wang, Haitham Bou-Ammar:
ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning. CoRR abs/2406.19741 (2024) - [i187]Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang:
Human-like Episodic Memory for Infinite Context LLMs. CoRR abs/2407.09450 (2024) - [i186]Matthieu Zimmer, Milan Gritta, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang:
Mixture of Attentions For Speculative Decoding. CoRR abs/2410.03804 (2024) - [i185]Qiqiang Lin, Muning Wen, Qiuying Peng, Guanyu Nie, Junwei Liao, Jun Wang, Xiaoyun Mo, Jiamu Zhou, Cheng Cheng, Yin Zhao, Jun Wang, Weinan Zhang:
Hammer: Robust Function-Calling for On-Device Language Models via Function Masking. CoRR abs/2410.04587 (2024) - [i184]Qiqiang Lin, Muning Wen, Qiuying Peng, Guanyu Nie, Junwei Liao, Jun Wang, Xiaoyun Mo, Jiamu Zhou, Cheng Cheng, Yin Zhao, Jun Wang, Weinan Zhang:
Hammer: Robust Function-Calling for On-Device Language Models via Function Masking. CoRR abs/2410.04587 (2024) - [i183]Fenia Christopoulou, Ronald Cardenas, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang:
SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks. CoRR abs/2410.05102 (2024) - [i182]Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou-Ammar, Jun Wang:
Efficient Reinforcement Learning with Large Language Model Priors. CoRR abs/2410.07927 (2024) - [i181]Jun Wang, Meng Fang, Ziyu Wan, Muning Wen, Jiachen Zhu, Anjie Liu, Ziqin Gong, Yan Song, Lei Chen, Lionel M. Ni, Linyi Yang, Ying Wen, Weinan Zhang:
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models. CoRR abs/2410.09671 (2024) - [i180]Taiyi Wang, Zhihao Wu, Jianheng Liu, Jianye Hao, Jun Wang, Kun Shao:
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents. CoRR abs/2410.14803 (2024) - [i179]Jingxuan Chen, Derek Yuen, Bin Xie, Yuhao Yang, Gongwei Chen, Zhihao Wu, Li Yixing, Xurui Zhou, Weiwen Liu, Shuai Wang, Kaiwen Zhou, Rui Shao, Liqiang Nie, Yasheng Wang, Jianye Hao, Jun Wang, Kun Shao:
SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation. CoRR abs/2410.15164 (2024) - [i178]Filippos Christianos, Georgios Papoudakis, Thomas Coste, Jianye Hao, Jun Wang, Kun Shao:
Lightweight Neural App Control. CoRR abs/2410.17883 (2024) - 2023
- [j57]Le Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang, Yaodong Yang:
Online Markov decision processes with non-oblivious strategic adversary. Auton. Agents Multi Agent Syst. 37(1): 15 (2023) - [j56]Muning Wen, Runji Lin, Hanjing Wang, Yaodong Yang, Ying Wen, Luo Mai, Jun Wang, Hai-Feng Zhang, Weinan Zhang:
Large sequence models for sequential decision-making: a survey. Frontiers Comput. Sci. 17(6): 176349 (2023) - [j55]Linghui Meng, Muning Wen, Chenyang Le, Xiyun Li, Dengpeng Xing, Weinan Zhang, Ying Wen, Haifeng Zhang, Jun Wang, Yaodong Yang, Bo Xu:
Offline Pre-trained Multi-agent Decision Transformer. Mach. Intell. Res. 20(2): 233-248 (2023) - [j54]Ming Zhou, Ziyu Wan, Hanjing Wang, Muning Wen, Runzhe Wu, Ying Wen, Yaodong Yang, Yong Yu, Jun Wang, Weinan Zhang:
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning. J. Mach. Learn. Res. 24: 150:1-150:12 (2023) - [j53]Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, A. Hamid Aghvami, Geoffrey Ye Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kai-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, Wenjun Zhang, Jie Li, Yue Gao, Honggang Zhang, Xu Chen, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang, Zening Liu, Kun Yang, Jun Wang, Teng Gao, Hongfeng Shu:
6G Network AI Architecture for Everyone-Centric Customized Services. IEEE Netw. 37(5): 71-80 (2023) - [j52]Kun Liu, Hong-Dong Li, Yaohang Li, Jun Wang, Jianxin Wang:
A Comparison of Topologically Associating Domain Callers Based on Hi-C Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20(1): 15-29 (2023) - [j51]Jingmin Huang, Bowei Chen, Zhi Yan, Iadh Ounis, Jun Wang:
GEO: A Computational Design Framework for Automotive Exterior Facelift. ACM Trans. Knowl. Discov. Data 17(6): 82:1-82:20 (2023) - [j50]Yang Li, Kun Xiong, Yingping Zhang, Jiangcheng Zhu, Stephen Marcus McAleer, Wei Pan, Jun Wang, Zonghong Dai, Yaodong Yang:
JiangJun: Mastering Xiangqi by Tackling Non-Transitivity in Two-Player Zero-Sum Games. Trans. Mach. Learn. Res. 2023 (2023) - [j49]Mengyue Yang, Guohao Cai, Furui Liu, Jiarui Jin, Zhenhua Dong, Xiuqiang He, Jianye Hao, Weiqi Shao, Jun Wang, Xu Chen:
Debiased Recommendation with User Feature Balancing. ACM Trans. Inf. Syst. 41(4): 114:1-114:25 (2023) - [c191]David Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Wenbin Song, Feifei Tong, Matthew E. Taylor, Tianpei Yang, Zipeng Dai, Hui Chen, Jiangcheng Zhu, Kun Shao, Jun Wang, Yaodong Yang:
Learning to Shape Rewards Using a Game of Two Partners. AAAI 2023: 11604-11612 - [c190]Zhijian Duan, Wenhan Huang, Dinghuai Zhang, Yali Du, Jun Wang, Yaodong Yang, Xiaotie Deng:
Is Nash Equilibrium Approximator Learnable? AAMAS 2023: 233-241 - [c189]Xingzhou Lou, Jiaxian Guo, Junge Zhang, Jun Wang, Kaiqi Huang, Yali Du:
PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination. AAMAS 2023: 679-688 - [c188]Jiarui Jin, Xianyu Chen, Weinan Zhang, Mengyue Yang, Yang Wang, Yali Du, Yong Yu, Jun Wang:
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank. CIKM 2023: 1004-1013 - [c187]Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad, Jun Wang:
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances. EMNLP 2023: 8289-8311 - [c186]Tianyi Lin, Jun Du, Haijun Zhang, Arumugam Nallanathan, Jun Wang:
PPO-Based Energy-Efficient Power Control and Spectrum Allocation in In-Vehicle HetNets. GLOBECOM 2023: 6334-6339 - [c185]Yong Chen, Hui Zhang, Zhibao Tian, Jun Wang, Dell Zhang, Xuelong Li:
Enhanced Discrete Multi-modal Hashing: More Constraints yet Less Time to Learn (Extended Abstract). ICDE 2023: 3857-3858 - [c184]David Henry Mguni, Aivar Sootla, Juliusz Ziomek, Oliver Slumbers, Zipeng Dai, Kun Shao, Jun Wang:
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints. ICLR 2023 - [c183]Xihuai Wang, Zheng Tian, Ziyu Wan, Ying Wen, Jun Wang, Weinan Zhang:
Order Matters: Agent-by-agent Policy Optimization. ICLR 2023 - [c182]David Henry Mguni, Haojun Chen, Taher Jafferjee, Jianhong Wang, Longfei Yue, Xidong Feng, Stephen Marcus McAleer, Feifei Tong, Jun Wang, Yaodong Yang:
MANSA: Learning Fast and Slow in Multi-Agent Systems. ICML 2023: 24631-24658 - [c181]Oliver Slumbers, David Henry Mguni, Stefano B. Blumberg, Stephen Marcus McAleer, Yaodong Yang, Jun Wang:
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems. ICML 2023: 32059-32087 - [c180]Hanjing Wang, Man-Kit Sit, Congjie He, Ying Wen, Weinan Zhang, Jun Wang, Yaodong Yang, Luo Mai:
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models. ICML 2023: 36380-36390 - [c179]Hang Lai, Weinan Zhang, Xialin He, Chen Yu, Zheng Tian, Yong Yu, Jun Wang:
Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain Transformer. ICRA 2023: 5141-5147 - [c178]Chen Yu, Weinan Zhang, Hang Lai, Zheng Tian, Laurent Kneip, Jun Wang:
Multi-embodiment Legged Robot Control as a Sequence Modeling Problem. ICRA 2023: 7250-7257 - [c177]Desong Du, Shaohang Han, Naiming Qi, Haitham Bou-Ammar, Jun Wang, Wei Pan:
Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions. ICRA 2023: 9442-9448 - [c176]Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, Jun Wang:
Specify Robust Causal Representation from Mixed Observations. KDD 2023: 2978-2987 - [c175]Xihan Li, Xiang Chen, Rasul Tutunov, Haitham Bou-Ammar, Lei Wang, Jun Wang:
Online PCA in Converging Self-consistent Field Equations. NeurIPS 2023 - [c174]Yudi Zhang, Yali Du, Biwei Huang, Ziyan Wang, Jun Wang, Meng Fang, Mykola Pechenizkiy:
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach. NeurIPS 2023 - [c173]Xidong Feng, Yicheng Luo, Ziyan Wang, Hongrui Tang, Mengyue Yang, Kun Shao, David Mguni, Yali Du, Jun Wang:
ChessGPT: Bridging Policy Learning and Language Modeling. NeurIPS 2023 - [c172]Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang:
Lending Interaction Wings to Recommender Systems with Conversational Agents. NeurIPS 2023 - [c171]Xue Yan, Jiaxian Guo, Xingzhou Lou, Jun Wang, Haifeng Zhang, Yali Du:
An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination. NeurIPS 2023 - [c170]Mengyue Yang, Yonggang Zhang, Zhen Fang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang:
Invariant Learning via Probability of Sufficient and Necessary Causes. NeurIPS 2023 - [c169]Mengyue Yang, Jun Wang, Jean-Francois Ton:
Rectifying Unfairness in Recommendation Feedback Loop. SIGIR 2023: 28-37 - [c168]Shuo Chen, Ning Yang, Meng Zhang, Jun Wang:
Minimizing Age of Information for Mobile Edge Computing Systems: A Nested Index Approach. WiOpt 2023: 1-8 - [i177]Xingzhou Lou, Jiaxian Guo, Junge Zhang, Jun Wang, Kaiqi Huang, Yali Du:
PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination. CoRR abs/2301.06387 (2023) - [i176]David Mguni, Taher Jafferjee, Haojun Chen, Jianhong Wang, Long Fei, Xidong Feng, Stephen McAleer, Feifei Tong, Jun Wang, Yaodong Yang:
MANSA: Learning Fast and Slow in Multi-Agent Systems. CoRR abs/2302.05910 (2023) - [i175]Xihuai Wang, Zheng Tian, Ziyu Wan, Ying Wen, Jun Wang, Weinan Zhang:
Order Matters: Agent-by-agent Policy Optimization. CoRR abs/2302.06205 (2023) - [i174]Yan Song, He Jiang, Zheng Tian, Haifeng Zhang, Yingping Zhang, Jiangcheng Zhu, Zonghong Dai, Weinan Zhang, Jun Wang:
An Empirical Study on Google Research Football Multi-agent Scenarios. CoRR abs/2305.09458 (2023) - [i173]Desong Du, Shaohang Han, Naiming Qi, Haitham Bou-Ammar, Jun Wang, Wei Pan:
Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions. CoRR abs/2305.09793 (2023) - [i172]Yudi Zhang, Yali Du, Biwei Huang, Ziyan Wang, Jun Wang, Meng Fang, Mykola Pechenizkiy:
GRD: A Generative Approach for Interpretable Reward Redistribution in Reinforcement Learning. CoRR abs/2305.18427 (2023) - [i171]Xidong Feng, Yicheng Luo, Ziyan Wang, Hongrui Tang, Mengyue Yang, Kun Shao, David Mguni, Yali Du, Jun Wang:
ChessGPT: Bridging Policy Learning and Language Modeling. CoRR abs/2306.09200 (2023) - [i170]Muning Wen, Runji Lin, Hanjing Wang, Yaodong Yang, Ying Wen, Luo Mai, Jun Wang, Haifeng Zhang, Weinan Zhang:
Large Sequence Models for Sequential Decision-Making: A Survey. CoRR abs/2306.13945 (2023) - [i169]Shuo Chen, Ning Yang, Meng Zhang, Jun Wang:
Minimizing Age of Information for Mobile Edge Computing Systems: A Nested Index Approach. CoRR abs/2307.01366 (2023) - [i168]Jiarui Jin, Xianyu Chen, Weinan Zhang, Mengyue Yang, Yang Wang, Yali Du, Yong Yu, Jun Wang:
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank. CoRR abs/2308.02860 (2023) - [i167]Yang Li, Kun Xiong, Yingping Zhang, Jiangcheng Zhu, Stephen McAleer, Wei Pan, Jun Wang, Zonghong Dai, Yaodong Yang:
JiangJun: Mastering Xiangqi by Tackling Non-Transitivity in Two-Player Zero-Sum Games. CoRR abs/2308.04719 (2023) - [i166]Yang Li, Cheng Yu, Guangzhi Sun, Weiqin Zu, Zheng Tian, Ying Wen, Wei Pan, Chao Zhang, Jun Wang, Yang Yang, Fanglei Sun:
Cross-Utterance Conditioned VAE for Speech Generation. CoRR abs/2309.04156 (2023) - [i165]Mengyue Yang, Zhen Fang, Yonggang Zhang, Yali Du, Furui Liu, Jean-Francois Ton, Jun Wang:
Invariant Learning via Probability of Sufficient and Necessary Causes. CoRR abs/2309.12559 (2023) - [i164]Yan Song, He Jiang, Haifeng Zhang, Zheng Tian, Weinan Zhang, Jun Wang:
Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: the Past, Present, and Future. CoRR abs/2309.12951 (2023) - [i163]Qirui Mi, Siyu Xia, Yan Song, Haifeng Zhang, Shenghao Zhu, Jun Wang:
TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning. CoRR abs/2309.16307 (2023) - [i162]Xidong Feng, Ziyu Wan, Muning Wen, Ying Wen, Weinan Zhang, Jun Wang:
Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training. CoRR abs/2309.17179 (2023) - [i161]Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang:
Lending Interaction Wings to Recommender Systems with Conversational Agents. CoRR abs/2310.04230 (2023) - [i160]Hanjing Wang, Man-Kit Sit, Congjie He, Ying Wen, Weinan Zhang, Jun Wang, Yaodong Yang, Luo Mai:
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models. CoRR abs/2310.05205 (2023) - [i159]Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad, Jun Wang:
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances. CoRR abs/2310.07343 (2023) - [i158]Rasul Tutunov, Antoine Grosnit, Juliusz Ziomek, Jun Wang, Haitham Bou-Ammar:
Why Can Large Language Models Generate Correct Chain-of-Thoughts? CoRR abs/2310.13571 (2023) - [i157]