HAO JIANYE
School
College of Intelligence and Computing
Professional Title
Associate professor
Discipline
Artificial Intelligence
Contact Information
jianye.hao@tju.edu.cn
Brief Introduction
Jianye Hao is currently an Associate Professor in School of Software at Tianjin University. He received his Ph.D degree in Computer Science and Engineering from The Chinese University of Hong Kong in 2013 and B.E. degree from School of Computer Science and Technology at Harbin Institute of Technology in 2008.
Jianye Hao was a Postdoctoral Research Fellow in the Computer Science and Artificial Intelligence Laboratory (CSAIL) at Massachusetts Institute of Technology (MIT) and Pillar of Information System Technology and Design (ISTD) at Singapore University of Technology and Design (SUTD) from 2013 to 2015. He was also a Lecturer at ISTD of SUTD from Nov 2014 to Mar 2015. He was a Visiting Research Fellow at National University of Singapore and University of Wollongong in 2011 and 2014 respectively.
Education Background
- Postdoc Researcher| MIT| CSAIL| 2015
- Bachelor of Engineering| Harbin Institute of Technology| Computer Science and Technology| 2008
- PhD| The Chinese University of Hong Kong| Computer Science and Engineering| 2013
Research Interests
- Artificial Intelligence (Deep Reinforcement Learning, Game Theory)
Academic Achievements
- Papers
- [1] Introducing decision entrustment mechanism into repeated bilateral agent interactions to achieve social optimality,Jianye Hao and Ho-fung Leung. Autonomous Agents and Multi-Agent Systems: 2015 ,29(4) ,658--682
- [2] Designing Minimal Effective Normative Systems with the Help of Lightweight Formal Methods,Jianye Hao, Ensunk Kang, Jun Sun, and Daniel Jackson. Proceedings of the 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE): 2016
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- [3] Accelerating Norm Emergence through Hierarchical Heuristic Learning，Tianpei Yang, Zhaopeng Meng, Jianye Hao*, Sandip Sen, Chao Yu. Proceedings of 22nd European Conference on Artificial Intelligence (ECAI): 2016
- [4] Socially-aware Multiagent Learning towards Socially Optimal Outcomes，Xiaohong Li, Chengwei Zhang, Jianye Hao*, Karl Tuyls, Siqi Chen, Zhiyong Feng. Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI): 2016
- [5] An Adaptive Markov Strategy for Defending Smart Grid False Data Injection from Malicious Attackers，Jianye Hao, Eunsuk Kang, Jun Sun, Zan Wang, Zhaopeng Meng, Xiaohong Li, Zhong Ming. IEEE Transactions on Smart Grid (TSG): 2016
- [6] Blind Image Denoising via Dependent Dirichlet Process Tree, Fengyuan Zhu,Guangyong Chen, Jianye Hao, Pheng Ann Heng. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI): 2016
- [7] Optimal personalized defense strategy against man-in-the-middle attack， Xiaohong Li, Shuxin Li, Jianye Hao*, Zhiyong Feng, Bo An. Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI17): 2017
- [8] Defending against man-in-the-middle attack in repeated games， Shuxin Li, Xiaohong Li, Jianye Hao*, Bo An, Zhiyong Feng, Kangjie chen, Chengwei Zhang.. Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI17): 2017
- [9] The Dynamics of Reinforcement Social Learning in Networked Cooperative Multiagent Systems， Jianye Hao et al.. Engineering Application of Artificial Intelligence: 2017 ,58: ,111-122
- [10] Efficient and Robust Emergence of Norms through Heuristic Collective Learning, Jianye Hao et al.. ACM Transactions on Autonomous and Adaptive Systems (TAAS): Accepted, 2017
- Books
- [1] CUHKAgent: An Adaptive Negotiation Strategy for Bilateral Negotiations over Multiple Item, Jianye Hao, Ho-fung Leung, Novel Insights in Agent-based Complex Automated Negotiation, Studies in Computational Intelligence. Springer (Japan) (ISBN: 978-4-431-54758-7), (book chapter), Springer, 2014
- [2] Negotiating with Unknown Opponents Toward Multi-lateral Agreement in Real-Time Domains, Siqi Chen , Jianye Hao, Shuang Zhou, Gerhard Weissf, Modern Approaches to Agent-based Complex Automated Negotiation (book chapter), Springer, 2017
- Honors & Awards
- [1] Global Scholarship for Research Excellence - awarded by The Chinese University of Hong Kong, 2011
- [2] The Best Agent in Discounted Domains in The Third International Automated Negotiating Agent Competition (ANAC 2012) at AAMAS 2012
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- [3] Champion of The Third International Automated Negotiating Agent Competition (ANAC 2012) at AAMAS 2012 , Spain, 2012
- [4] First Runner-up Award in the 7th IEEE (Hong Kong) Postgraduate Paper Contest, IEEE (Hong Kong) Computational Intelligence Chapter, 2013
- [5] Endeavour Research Fellowship, 2014-2015
- [6] Second Place in The Fifth International Automated Negotiating Agent Competition (ANAC2015) at AAMAS 2015, Turkey, 2015