上海科技大学人力资源管理
ShanghaiTech University Human Resources

Jun Wang    Distinguished Adjunct Professor

Institute

School of creativity and Art;

University College London, London, UK, Department of Computer Science;

Research Area

AI and machine learning, Reinforcement learning, AI aided creativity, art, and design

Contact Info.

wangjun@@shanghaitech.edu.cn

  

  

  

  

  

  

  

  

  

  

  

Biography

  

  

1993-1997, Bachelor of Engineering in Southeast University, Nanjing, P.R. China

2000-2003, MSc Student in National University of Singapore, Singapore

2003-2007, Ph.D Researcher in Delft University of Technology, Delft, the Netherlands

2007-present, Professor, Reader, Senior Lecturer, and Lecturer in University College London, London, UK

  

  

Research   Interests

  

  

Main research interests are in the theoretical and applications of AI and machine learning, covering (multiagent) reinforcement learning, deep generative models, and their diverse applications on information retrieval and search, recommender systems and personalization, data mining, (distributed) decision making, bot planning, supply chains, online gaming, and computational advertising.

  

  

Selected   Publications

  

  

[1] Rui Luo, Yaodong Yang, Jianhong Wang, Zhanxing Zhu, and Jun Wang. Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning. NIPS, 2018.

[2] Shihao Zou, Guanyu Tao, Jun Wang, Weinan Zhang, and Dell Zhang. On the equilibrium of query reformulation and document retrieval.   arXiv preprint arXiv:1807.02299, ICTIR, 2018.

[3] Junqi Jin, Chengru Song, Han Li, Kun Gai, Jun Wang, and Weinan Zhang. Real-time bidding with multi-agent reinforcement learning in display advertising. arXiv preprint arXiv:1802.09756, CIKM, 2018.

[4] Yaodong Yang, Rui Luo, Minne Li, Ming Zhou, Weinan Zhang, and Jun Wang. Mean field multi-agent reinforcement learning.   https://arxiv.org/abs/1802.05438, ICML, 2018.