Jun Wang 0012 - researchr alias

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2025

Circuit Transformer: A Transformer That Preserves Logical EquivalenceXihan Li 0001, Xing Li, Lei Chen 0002, Xing Zhang, Mingxuan Yuan, Jun Wang 0012. iclr 2025: [doi]

User Behavior Simulation with Large Language Model-based AgentsLei Wang 0198, Jingsen Zhang, Hao Yang, Zhiyuan Chen, Jiakai Tang, Zeyu Zhang 0007, Xu Chen 0017, Yankai Lin, Hao Sun 0002, Ruihua Song, Xin Zhao 0018, Jun Xu 0001, Zhicheng Dou, Jun Wang 0012, Ji-Rong Wen. tois, 43(2), March 2025. [doi]

Lightweight Neural App ControlFilippos Christianos, Georgios Papoudakis, Thomas Coste, Jianye Hao, Jun Wang 0012, Kun Shao. iclr 2025: [doi]

Human-inspired Episodic Memory for Infinite Context LLMsZafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang 0012. iclr 2025: [doi]

Robust Multiobjective Reinforcement Learning Considering Environmental UncertaintiesXiangkun He, Jianye Hao, Xu Chen 0017, Jun Wang 0012, Xuewu Ji, Chen Lv. tnn, 36(4):6368-6382, April 2025. [doi]

Why Not Together? A Multiple-Round Recommender System for Queries and ItemsJiarui Jin, Xianyu Chen, Weinan Zhang 0001, Yong Yu 0001, Jun Wang 0012. kdd 2025: 601-612 [doi]

Efficient Federated Learning in Wireless Networks With Incremental Model Quantization and UploadingZheng Qin, Gang Feng 0004, Yi-Jing Liu 0001, Tak-Shing Peter Yum, Fei Wang, Jun Wang 0012. tnse, 12(3):2217-2230, May - June 2025. [doi]

DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control AgentTaiyi Wang, Zhihao Wu, Jianheng Liu, Jianye Hao, Jun Wang 0012, Kun Shao. iclr 2025: [doi]

Mixture of Attentions For Speculative DecodingMatthieu Zimmer, Milan Gritta, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang 0012. iclr 2025: [doi]

2024

Policy Learning from Tutorial Books via Understanding, Rehearsing and IntrospectingXiong-Hui Chen, Ziyan Wang, Yali Du 0001, Shengyi Jiang, Meng Fang, Yang Yu, Jun Wang 0012. nips 2024: [doi]

A Review of Safe Reinforcement Learning: Methods, Theories, and ApplicationsShangding Gu, Long Yang, Yali Du 0001, Guang Chen 0001, Florian Walter, Jun Wang 0012, Alois Knoll. pami, 46(12):11216-11235, December 2024. [doi]

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based ReasoningSiyuan Guo, Cheng Deng, Ying Wen 0001, Hechang Chen, Yi Chang 0001, Jun Wang 0012. icml 2024: [doi]

Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous DrivingXiangkun He, Jingda Wu, Zhiyu Huang, Zhongxu Hu, Jun Wang 0012, Alberto L. Sangiovanni-Vincentelli, Chen Lv. pami, 46(1):267-279, January 2024. [doi]

InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information MinimizationJiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang 0001, Yong Yu 0001, Jun Wang 0012, Julian J. McAuley. WWW 2024: 1350-1361 [doi]

A survey on algorithms for Nash equilibria in finite normal-form gamesHanyu Li, Wenhan Huang, Zhijian Duan 0001, David Henry Mguni, Kun Shao, Jun Wang 0012, Xiaotie Deng. csr, 51:100613, 2024. [doi]

Cross-Utterance Conditioned VAE for Speech GenerationYang Li, Cheng Yu, Guangzhi Sun, Weiqin Zu, Zheng Tian 0002, Ying Wen 0001, Wei Pan 0004, Chao Zhang 0031, Jun Wang 0012, Yang Yang 0001, Fanglei Sun. taslp, 32:4263-4276, 2024. [doi]

Self-Supervised MAFENN for Classifying Low-Labeled Distorted Images Over Mobile Fading ChannelsYang Li, Fanglei Sun, Jingchen Hu, Chang Liu, Fan Wu, Kai Li, Ying Wen 0001, Zheng Tian 0002, Yaodong Yang 0001, Jiangcheng Zhu, Zhifeng Chen, Jun Wang 0012, Yang Yang. tmc, 23(8):8077-8091, August 2024. [doi]

RACon: Retrieval-Augmented Simulated Character Locomotion ControlYuxuan Mu, Shihao Zou, Kangning Yin, Zheng Tian 0002, Li Cheng, Weinan Zhang 0001, Jun Wang 0012. icmcs 2024: 1-6 [doi]

An Empirical Study on Google Research Football Multi-agent ScenariosYan Song, He Jiang, Zheng Tian 0002, Haifeng Zhang 0002, Yingping Zhang, Jiangcheng Zhu, Zonghong Dai, Weinan Zhang 0001, Jun Wang 0012. ijautcomp, 21(3):549-570, June 2024. [doi]

AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and TrainingZiyu Wan, Xidong Feng, Muning Wen, Stephen Marcus McAleer, Ying Wen 0001, Weinan Zhang 0001, Jun Wang 0012. icml 2024: [doi]

2023

6G Network AI Architecture for Everyone-Centric Customized ServicesYang Yang 0001, Mulei Ma, Hequan Wu, Quan Yu, Xiaohu You 0001, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, A. Hamid Aghvami, Geoffrey Y. Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kat Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen 0011, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang 0001, Jianwei Huang 0001, Wenjun Zhang 0001, Jie Li 0002, Yue Gao 0001, Honggang Zhang 0001, Xu Chen 0004, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang 0001, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou 0006, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang 0001, Zening Liu, Kun Yang 0001, Jun Wang 0012, Teng Gao, Hongfeng Shu. network, 37(5):71-80, September 2023. [doi]

JiangJun: Mastering Xiangqi by Tackling Non-Transitivity in Two-Player Zero-Sum GamesYang Li 0116, Kun Xiong, Yingping Zhang, Jiangcheng Zhu, Stephen Marcus McAleer, Wei Pan 0004, Jun Wang 0012, Zonghong Dai, Yaodong Yang 0001. tmlr, 2023, 2023. [doi]

Online Markov decision processes with non-oblivious strategic adversaryLe Cong Dinh, David Henry Mguni, Long Tran-Thanh, Jun Wang 0012, Yaodong Yang 0001. AAMAS, 37(1):15, June 2023. [doi]

Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-RankJiarui Jin, Xianyu Chen, Weinan Zhang, Mengyue Yang, Yang Wang, Yali Du, Yong Yu 0001, Jun Wang 0012. CIKM 2023: 1004-1013 [doi]

Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain TransformerHang Lai, Weinan Zhang 0001, Xialin He, Chen Yu, Zheng Tian 0002, Yong Yu 0001, Jun Wang 0012. icra 2023: 5141-5147 [doi]

PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI CoordinationXingzhou Lou, Jiaxian Guo, Junge Zhang, Jun Wang 0012, Kaiqi Huang, Yali Du 0001. atal 2023: 679-688 [doi]

MANSA: Learning Fast and Slow in Multi-Agent SystemsDavid Henry Mguni, Haojun Chen, Taher Jafferjee, Jianhong Wang, Longfei Yue, Xidong Feng, Stephen Marcus McAleer, Feifei Tong, Jun Wang 0012, Yaodong Yang 0001. icml 2023: 24631-24658 [doi]

Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary ConstraintsDavid Henry Mguni, Aivar Sootla, Juliusz Ziomek, Oliver Slumbers, Zipeng Dai, Kun Shao, Jun Wang 0012. iclr 2023: [doi]

A Game-Theoretic Framework for Managing Risk in Multi-Agent SystemsOliver Slumbers, David Henry Mguni, Stefano B. Blumberg, Stephen Marcus McAleer, Yaodong Yang 0001, Jun Wang 0012. icml 2023: 32059-32087 [doi]

Order Matters: Agent-by-agent Policy OptimizationXihuai Wang, Zheng Tian 0002, Ziyu Wan, Ying Wen 0001, Jun Wang 0012, Weinan Zhang 0001. iclr 2023: [doi]

Large sequence models for sequential decision-making: a surveyMuning Wen, Runji Lin, Hanjing Wang, Yaodong Yang 0001, Ying Wen 0001, Luo Mai, Jun Wang 0012, Hai-Feng Zhang 0002, Weinan Zhang 0001. fcsc, 17(6):176349, December 2023. [doi]

Debiased Recommendation with User Feature BalancingMengyue Yang, Guohao Cai, Furui Liu, Jiarui Jin, Zhenhua Dong, Xiuqiang He 0001, Jianye Hao, Weiqi Shao, Jun Wang 0012, Xu Chen 0017. tois, 41(4), October 2023. [doi]

Specify Robust Causal Representation from Mixed ObservationsMengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang 0001, Jun Wang 0012. kdd 2023: 2978-2987 [doi]

Multi-embodiment Legged Robot Control as a Sequence Modeling ProblemChen Yu, Weinan Zhang 0001, Hang Lai, Zheng Tian 0002, Laurent Kneip, Jun Wang 0012. icra 2023: 7250-7257 [doi]

MALib: A Parallel Framework for Population-based Multi-agent Reinforcement LearningMing Zhou, Ziyu Wan, Hanjing Wang, Muning Wen, Runzhe Wu, Ying Wen 0001, Yaodong Yang 0001, Yong Yu 0001, Jun Wang 0012, Weinan Zhang 0001. jmlr, 24, 2023. [doi]

2022

On the Convergence of Fictitious Play: A Decomposition ApproachYurong Chen 0001, Xiaotie Deng, Chenchen Li, David Mguni, Jun Wang 0012, Xiang Yan, Yaodong Yang 0001. IJCAI 2022: 179-185 [doi]

A Game-Theoretic Approach to Multi-agent Trust Region OptimizationYing Wen 0001, Hui Chen, Yaodong Yang 0001, Minne Li, Zheng Tian 0002, Xu Chen 0017, Jun Wang 0012. dai2 2023: 74-87 [doi]

Enhanced Discrete Multi-Modal Hashing: More Constraints Yet Less Time to LearnYong Chen 0008, Hui Zhang 0028, Zhibao Tian, Jun Wang 0012, Dell Zhang, Xuelong Li 0001. tkde, 34(3):1177-1190, 2022. [doi]

Inhomogeneous deep Q-network for time sensitive applicationsXu Chen 0017, Jun Wang 0012. ai, 312:103757, 2022. [doi]

A Theoretical Understanding of Gradient Bias in Meta-Reinforcement LearningBo Liu 0039, Xidong Feng, Jie Ren, Luo Mai, Rui Zhu, Haifeng Zhang 0002, Jun Wang 0012, Yaodong Yang 0001. nips 2022: [doi]

HEBO: An Empirical Study of Assumptions in Bayesian OptimisationAlexander Imani Cowen-Rivers, Wenlong Lyu, Rasul Tutunov, Zhi Wang, Antoine Grosnit, Ryan-Rhys Griffiths, Alexandre Max Maraval, Jianye Hao, Jun Wang 0012, Jan Peters 0001, Haitham Bou-Ammar. jair, 74:1269-1349, 2022. [doi]

SAMBA: safe model-based & active reinforcement learningAlexander Imani Cowen-Rivers, Daniel Palenicek, Vincent Moens, Mohammed Amin Abdullah 0001, Aivar Sootla, Jun Wang 0012, Haitham Bou-Ammar. ml, 111(1):173-203, 2022. [doi]

Beyond Relevance Ranking: A General Graph Matching Framework for Utility-Oriented Learning to RankXinyi Dai, Yunjia Xi, Weinan Zhang 0001, Qing Liu, Ruiming Tang, Xiuqiang He, Jiawei Hou, Jun Wang 0012, Yong Yu 0001. tois, 40(2), 2022. [doi]

Online Double OracleLe Cong Dinh, Stephen Marcus McAleer, Zheng Tian 0002, Nicolas Perez Nieves, Oliver Slumbers, David Henry Mguni, Jun Wang 0012, Haitham Bou-Ammar, Yaodong Yang 0001. tmlr, 2022, 2022. [doi]

BOiLS: Bayesian Optimisation for Logic SynthesisAntoine Grosnit, Cédric Malherbe, Rasul Tutunov, Xingchen Wan, Jun Wang 0012, Haitham Bou-Ammar. date 2022: 1193-1196 [doi]

Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-Based Policy LearningZeren Huang, Wenhao Chen, Weinan Zhang, Chuhan Shi, Furui Liu, Hui-Ling Zhen, Mingxuan Yuan, Jianye Hao, Yong Yu 0001, Jun Wang 0012. pkdd 2023: 377-392 [doi]

Learning to select cuts for efficient mixed-integer programmingZeren Huang, Kerong Wang, Furui Liu, Hui-Ling Zhen, Weinan Zhang 0001, Mingxuan Yuan, Jianye Hao, Yong Yu 0001, Jun Wang 0012. PR, 123:108353, 2022. [doi]

Multiagent Q-learning with Sub-Team CoordinationWenhan Huang, Kai Li, Kun Shao, Tianze Zhou, Matthew E. Taylor, Jun Luo 0009, Dongge Wang, Hangyu Mao, Jianye Hao, Jun Wang 0012, Xiaotie Deng. nips 2022: [doi]

Trust Region Policy Optimisation in Multi-Agent Reinforcement LearningJakub Grudzien Kuba, Ruiqing Chen, Muning Wen, Ying Wen 0001, Fanglei Sun, Jun Wang 0012, Yaodong Yang 0001. iclr 2022: [doi]

Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-SpeechYang Li, Cheng Yu, Guangzhi Sun, Hua Jiang, Fanglei Sun, Weiqin Zu, Ying Wen, Yang Yang 0001, Jun Wang 0012. acl 2022: 391-400 [doi]

Optimistic Tree Searches for Combinatorial Black-Box OptimizationCédric Malherbe, Antoine Grosnit, Rasul Tutunov, Haitham Bou-Ammar, Jun Wang 0012. nips 2022: [doi]

Masked Gradient-Based Causal Structure LearningIgnavier Ng, Shengyu Zhu 0001, Zhuangyan Fang, Haoyang Li, Zhitang Chen, Jun Wang 0012. sdm 2022: 424-432 [doi]

Measuring the Non-Transitivity in ChessRicky Sanjaya, Jun Wang 0012, Yaodong Yang 0001. algorithms, 15(5):152, 2022. [doi]

Multi-Agent Reinforcement Learning is a Sequence Modeling ProblemMuning Wen, Jakub Grudzien Kuba, Runji Lin, Weinan Zhang 0001, Ying Wen 0001, Jun Wang 0012, Yaodong Yang 0001. nips 2022: [doi]

Learning to Identify Top Elo Ratings: A Dueling Bandits ApproachXue Yan, Yali Du, Binxin Ru, Jun Wang 0012, Haifeng Zhang 0002, Xu Chen 0017. AAAI 2022: 8797-8805 [doi]

2021

2020

Strongly Constrained Discrete HashingYong Chen 0008, Zhibao Tian, Hui Zhang 0028, Jun Wang 0012, Dell Zhang. TIP, 29:3596-3611, 2020. [doi]

U-rank: Utility-oriented Learning to Rank with Implicit FeedbackXinyi Dai, Jiawei Hou, Qing Liu, Yunjia Xi, Ruiming Tang, Weinan Zhang 0001, Xiuqiang He, Jun Wang 0012, Yong Yu 0001. CIKM 2020: 2373-2380 [doi]

Actor-Critic Reinforcement Learning for Control With Stability GuaranteeMinghao Han, Lixian Zhang, Jun Wang 0012, Wei Pan 0004. ral, 5(4):6217-6224, 2020. [doi]

A Deep Recurrent Survival Model for Unbiased RankingJiarui Jin, Yuchen Fang, Weinan Zhang 0001, Kan Ren, Guorui Zhou, Jian Xu, Yong Yu 0001, Jun Wang 0012, Xiaoqiang Zhu, Kun Gai. sigir 2020: 29-38 [doi]

Replica-Exchange Nosé-Hoover Dynamics for Bayesian Learning on Large DatasetsRui Luo, Qiang Zhang, Yaodong Yang, Jun Wang 0012. nips 2020: [doi]

Learning to Infer User Hidden States for Online Sequential AdvertisingZhaoqing Peng, Junqi Jin, Lan Luo, Yaodong Yang, Rui Luo, Jun Wang 0012, Weinan Zhang 0001, Haiyang Xu, Miao Xu, Chuan Yu, Tiejian Luo, Han Li, Jian Xu, Kun Gai. CIKM 2020: 2677-2684 [doi]

Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture SearchYuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang 0012, Olga Fink. eccv 2020: 175-192 [doi]

Multi-Agent Determinantal Q-LearningYaodong Yang, Ying Wen, Jun Wang 0012, Liheng Chen, Kun Shao, David Mguni, Weinan Zhang 0001. icml 2020: 10757-10766 [doi]

2019

Modeling User Return Time Using Inhomogeneous Poisson ProcessMohammad Akbari, Alberto Cetoli, Stefano Bragaglia, Andrew D. O'Harney, Marc Sloan, Jun Wang 0012. ecir 2019: 37-44 [doi]

Neural Variational Inference For Estimating Knowledge Graph Embedding UncertaintyAlexander I. Cowen-Rivers, Pasquale Minervini, Sebastian Riedel 0001, Tim Rocktäschel, Jun Wang 0012, Matko Bosnjak. nesy 2019:

Multi-View Reinforcement LearningMinne Li, Lisheng Wu, Jun Wang 0012, Haitham Bou-Ammar. nips 2019: 1418-1429 [doi]

Probabilistic Recursive Reasoning for Multi-Agent Reinforcement LearningYing Wen, Yaodong Yang, Rui Luo, Jun Wang 0012, Wei Pan. iclr 2019: [doi]

Layout Design for Intelligent Warehouse by Evolution With Fitness ApproximationHaifeng Zhang, Zilong Guo, Weinan Zhang 0001, Han Cai, Chris Wang, Yong Yu 0001, Wenxin Li, Jun Wang 0012. access, 7:166310-166317, 2019. [doi]

2018

2015

Multi-Keyword Multi-Click Advertisement Option Contracts for Sponsored SearchBowei Chen, Jun Wang 0012, Ingemar J. Cox, Mohan S. Kankanhalli. tist, 7(1):5, 2015. [doi]

Risk-Hedged Venture Capital Investment RecommendationXiaoxue Zhao, Weinan Zhang, Jun Wang 0012. recsys 2015: 75-82 [doi]

2014

Dynamic information retrieval modelingHui Yang, Marc Sloan, Jun Wang 0012. sigir 2014: 1290 [doi]

2013

Real-time bidding for online advertising: measurement and analysisShuai Yuan 0002, Jun Wang 0012, Xiaoxue Zhao. adkdd 2013: [doi]

Bridging memory-based collaborative filtering and text retrievalAlejandro Bellogín, Jun Wang 0012, Pablo Castells. ir, 16(6):697-724, 2013. [doi]

Probabilistic group recommendation via information matchingJagadeesh Gorla, Neal Lathia, Stephen Robertson, Jun Wang 0012. WWW 2013: 495-504 [doi]

2012

2011

2009

Personalization on a Peer-to-Peer Television SystemJun Wang 0012, Johan Pouwelse, Jenneke Fokker, Arjen P. de Vries, Marcel J. T. Reinders. In Borko Furht, editor, Handbook of Multimedia for Digital Entertainment and Arts. pages 91-113, Springer, 2009. [doi]

2006

Tribler: A Social-Based Peer-to-Peer SystemJohan A. Pouwelse, Pawel Garbacki, Jun Wang 0012, Arno Bakker, Jie Yang 0015, Alexandru Iosup, Dick H. J. Epema, Marcel J. T. Reinders, Maarten van Steen, Henk J. Sips. iptps 2006: [doi]

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