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Jianye Hao

Jianye Hao

Program:Teachers

Sex:Male

Professional:

Title:Associate Professor

Email:jianye.hao@tju.edu.cn


Biography

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.

Research Interests

Artificial intelligence ,Multi-agent systems ,Machine Learning ,game theory

Publications

(1) 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):2017Download

(2) 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):2016Download

(3) 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):2016Download

(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):2016Download

(5) 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):2016Download

(6) 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):2016Download

(7) An Adaptive Learning Framework for Efficient Emergence of Social Norms

Chao Yu, Hongtao Lv, Sandip Sen, Jianye Hao, Fenghui Ren, and Rui Liu.Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems (AAMAS):2016

(8) Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality

Jianye Hao and Ho-fung Leung.Springer/高等教育出版社:2016

(9) Modelling Adaptive Learning Behaviours for Consensus Formation in Human Societies

Chao Yu, Guozhen Tan, Hongtao Lv, Zhen Wang, Jun Meng, Jianye Hao and Fenghui Ren.Scientific Reports:2016Download

(10) 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--682Download

(11) Multiagent reinforcement social learning toward coordination in cooperative multiagent systems

Jianye Hao and Ho-Fung Leung and Zhong Ming.ACM Transactions on Autonomous and Adaptive Systems (TAAS):2015,9(4),20Download

(12) Heuristic collective learning for efficient and robust emergence of social norms

Jianye Hao and Sun, Jun and Huang, Dongping and Cai, Yi and Yu, Chao.Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems (AAMAS):2015,1647--1648Download

(13) Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations

Siqi Chen and Jianye Hao and Gerhard Weiss and Shuang Zhou and Zili Zhang.Tools with Artificial Intelligence (ICTAI), 2015 IEEE 27th International Conference on:2015,896--903

(14) An Adaptive Markov Strategy for Effective Network Intrusion Detection

Jianye Hao and Xue, Yinxing and Chandramohan, Mahinthan and Liu, Yang and Sun, Jun.Tools with Artificial Intelligence (ICTAI), 2015 IEEE 27th International Conference on:2015,1085--1092Download

(15) Reciprocal Social Strategy in Social Repeated Games

Chan, Chi-Kong and Jianye Hao and Leung, Ho-Fung.Tools with Artificial Intelligence (ICTAI), 2015 IEEE 27th International Conference on:2015,966--973Download

(16) Improving EGT- based Robustness Analysis of Negotiation Strategies in Multi-agent Systems via Model Checking

Songzheng Song, Jianye Hao*, Yang Liu, Jun Sun, Jie Zhang, and Ho-fung Leung.IEEE Transactions on Human-Machine Systems:2015Download

(17) Spatial evolutionary game-theoretic perspective on agent-based complex negotiations.

Chen, Siqi and Jianye Hao and Weiss, Gerhard and Tuyls, Karl and Leung, Ho-fung.Proceedings of European Conference on Artificial Intelligence (ECAI):2014,983--984

(18) An efficient and robust negotiating strategy in bilateral negotiations over multiple items

Jianye Hao and Song, Songzheng and Leung, Ho-fung and Ming, Zhong.Engineering Applications of Artificial Intelligence:2014,34,45--57Download

(19) Reinforcement Social Learning of Coordination in Networked Cooperative Multiagent Systems

Jianye Hao, Dongping Huang , Yi Cai , Ho-fung Leung.AAAI workshop on Multiagent Interaction without Prior Coordination:2014Download

(20) The Dynamics of Reinforcement Social Learning in Cooperative Multiagent Systems

Jianye Hao and Ho-fung Leung.Proceedings of International Joint Conference on Artificial Intelligence (IJCAI):2013,184-190Download

(21) Reinforcement Social Learning of Coordination in Cooperative Multi-agent Systems

Jianye Hao and Ho-fung Leung.Proceedings of the 12th international joint conference on Autonomous agents and multiagent system (AAMAS):2013

(22) Achieving socially optimal outcomes in multiagent systems with reinforcement social learning

Jianye Hao and Leung, Ho-Fung.ACM Transactions on Autonomous and Adaptive Systems (TAAS):2013,8(3),15Download

(23) Analyzing Multi-agent Systems with Probabilistic Model Checking Approach

Songzheng Song and Jianye Hao and Yang Liu and Jun Sun and Ho-fung Leung and Jinsong. Dong.Proceedings of 34th International Conference on Software Engineering (ICSE):2012,184-190Download

(24) An Efficient neogtiation protocol to achieve socially optimal allocation

Hao, J. Y and Leung, H. F.PRIMA 2012: Principles and Practice of Multi-Agent Systems:2012Download

(25) ABiNeS: An Adaptive Bilateral Negotiating Strategy over Multiple Items

J. Y. Hao and H. F. Leung.Proceedings of the 2012 IEEE/WIC/ACM International Conference on Intelligent Agent Technology:2012Download

(26) Probabilistic Model Checking Multi-agent Behaviors in Dispersion Games Using Counter AbstractionHao, J. Y and Song, S. S and Liu, Y. and Sun, J. and Gui, L. and Dong, J. S and Leung, H. F.PRIMA 2012: Principles and Practice of Multi-Agent Systems:2012,16--30Download

Awards

(1) 天津大学“北洋青年学者”计划,2016

(2) Tianjin Young Talent 1000 Plan (天津市青年千人计划), 2015

(3) Second Place in The Fifth International Automated Negotiating Agent Competition (ANAC2015) at AAMAS 2015, Turkey, 2015

(4) Endeavour Research Fellowship, 2014-2015

(5) First Runner-up Award in the 7th IEEE (Hong Kong) Postgraduate Paper Contest, IEEE (Hong Kong) Computational Intelligence Chapter, 2013

(6) PCCW Foundation Scholarship, 2012 - 2013(4) Champion of The Third International Automated Negotiating Agent Competition (ANAC 2012) atAAMAS 2012, Spain, 2012

(7) The Best Agent in Discounted Domains in The Third International Automated Negotiating Agent Competition (ANAC 2012) atAAMAS 2012

(8) Global Scholarship for Research Excellence - awarded by The Chinese University of Hong Kong, 2011