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郝東

（電子科技大學副教授）

鎖定
電子科技大學副教授。研究領域：理解人的學習、決策與交互的行為原理；並設計算法使計算機能像人一樣進行學習、決策和交互。研究領域處於人工智能與經濟學的交叉環節，包括（1）算法博弈論；（2）機制設計理論、拍賣與市場設計；（3）社會與經濟網絡；（4）多智能體推理與規劃。 [1] 
中文名
郝東
教學職稱
副教授
工作單位
電子科技大學

目錄

  1. 1 研究著作
  2. 2 發表論文

郝東研究著作

研究興趣為：理解人的學習、決策與交互的行為原理；並設計算法使計算機能像人一樣進行學習、決策和交互。研究領域處於人工智能與經濟學的交叉環節，包括（1）算法博弈論；（2）機制設計理論、拍賣與市場設計；（3）社會與經濟網絡；（4）多智能體推理與規劃。博士階段師從亞洲首位AAAI Fellow，Makoto Yokoo教授。出版譯著《算法博弈論二十講》。在Artificial Intelligence Journal、IEEE/ACM Transactions on Networking等期刊，以及AAAI、IJCAI、AAMAS等會議論文集中發表40餘篇論文。擔任AAAI, IJCAI, ECAI, AAMAS等人工智能會議的（高級）程序委員會委員，擔任Artificial Intelligence Journal、Journal of Autonomous Agents and Multi-Agent Systems、World Wide Web Journal、Games以及多個IEEE Transactions期刊的審稿人。講授課程：碩士生/博士生課程電子科技大學研究生精品課程《算法博弈論》；本科生挑戰性課程《高級離散數學》；英才學院新生項目課程《機器學習初階實戰》。獲電子科技大學校級個人榮譽“成電研究生教學優秀獎”；獲校級優秀班主任稱號；獲研究生精品課程建設及配套教材建設項目支持；出版譯著教材《算法博弈論二十講》；本科生課程《離散數學（雙語）》連續7年學生評教優秀/五星；建設新生項目課程《探尋信息奧秘：機器學習初階實戰》。 [1] 

郝東發表論文

  • (BOOK) Chinese translation of Tim Roughgarden's book “Twenty Lectures on Algorithmic Game Theory”. HZ BOOKS. 2020. With Fan Liu and Bin Li.
  • Social Sourcing: Incorporating Social Networks Into Crowdsourcing Contest Design. With Qi Shi. IEEE/ACM Transactions on Networking. ISSN: 1063-6692, 2023. Corresponding author.
  • Cooperation, Retaliation and Forgiveness in Revision Games. With Qi Shi, Jinyan Su and Bo An. arXiv:2112.02271. Corresponding author.
  • Diffusion Auction Design. Artificial Intelligence, 103631. 2021. With Bin Li, Dengji Zhao and Hui Gao. Corresponding author.
  • Incentive Scoring Mechanism Design in Battle Royale Games. 5th International Conference on Algorithms, Computing and Systems. with Qi Shi and Shuai Mao.
  • Emerging Methods of Auction Design in Social Networks. In the Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-2021). with Yuhang Guo. Corresponding author. [Paper link]
  • Incentive Mechanism Design for ROI-constrained Auto-bidding. arXiv preprint arXiv:2012.02652. with Bin Li, Xiao Yang, Daren Sun, Zhi Ji, Zhen Jiang and Cong Han.
  • Incentive-Compatible Diffusion Auctions. Proceeding of the 29th International Joint Conference on Artificial Intelligence (IJCAI-2020). with Bin Li and Dengji Zhao. Corresponding author.
  • Diffusion and Auction on Graphs. In the Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-2019). with Bin Li, Dengji Zhao and Makoto Yokoo. Corresponding author.
  • Cooperation Enforcement and Collusion Resistance in Repeated Public Goods Games. In the Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-2019) . with Kai Li. Corresponding author.
  • Customer Sharing in Economic Networks with Costs. In the Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI-2018). with Bin Li, Dengji Zhao and Tao Zhou. Corresponding author.
  • Payoff Control in the Iterated Prisoner’s Dilemma. In the Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI-2018). with Kai Li and Tao Zhou. Corresponding author.
  • Selling Multiple Items via Social Networks. In the Proceedings of the 17th International Conference on Autonomous Agents and Multiagent Systems. (AAMAS-2018). with Dengji Zhao, Bin Li, Junping Xu and Nick Jennings.
  • Link prediction via Linear Optimization. Physica A: Statistical Mechanics and its Applications. 2018. with Pech Ratha, Yan-Li Lee, Ye Yuan, and Tao Zhou.
  • Enhancing Subspace Clustering Based on Dynamic Prediction. Frontiers of Computer Science. 2018. with Pech Ratha, Hong Cheng and Tao Zhou.
  • Mechanism Design in Social Networks. In the Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-2017). with Bin Li, Dengji Zhao and Tao Zhou. Corresponding author.
  • Local Similarity and Community Paradigm: The Robust Methods toward Link Prediction. In the Proceedings of the IEEE 2nd International Conference on Big Data Analysis. 2017. with Pech Ratha.
  • Link Prediction via Matrix Completion. EPL. 2017. with Pech Ratha, Liming Pan, Hong Cheng and Tao Zhou. Corresponding author.
  • Predicting Drug-Target Interactions via Sparse Learning. arXiv preprint arXiv:1706.01876. 2017. with Pech Ratha, Maryna Po and Tao Zhou. [Paper link]
  • Extortion under Uncertainty: Zero-Determinant Strategies in Noisy Repeated Games. with Z. Rong and T. Zhou: Physical Review E. 2015. Corresponding author.
  • Zero-Determinant Strategies in Iterated Public Goods Games. Scientific Reports. 2015. with Liming Pan, Zhihai Rong and Tao Zhou.
  • Zero-Determinant Strategy: An Underway Revolution in Game Theory. Chinese Physics B. 2014. with Zhihai Rong and Tao Zhou.
  • Single Agent Optimal Pricing under Market Uncertainty by Using POMDP. International Joint Agent Workshop and Symposium. 2012. with Atsushi Iwasaki, Makoto Yokoo, YongJoon Joe, Michihiro Kandori and Ichiro Obara.
  • A Repeated Game Approach for Analyzing the Collusion on Selective Forwarding in Multihop Wireless networks. Computer Communications. 2012. with Xiaojuan Liao, Avishek Adhikari and Makoto Yokoo.
  • A Differential Game Theoretic Model for Real-Time Spectrum Pricing in Cognitive Radio Networks. IEEE 37th Conference on Local Computer Networks, 2012. with Atsushi Iwasaki and Makoto Yokoo.
  • A Differential Game Approach to Mitigating Primary User Emulation Attacks in Cognitive Radio Networks. In 2012 IEEE 26th International Conference on Advanced Information Networking and Applications. 2012.
  • Mixed-Strategy Game Based Trust Management for Clustered Wireless Sensor Networks. In International Conference on Trusted Systems. 2011. with A. Adhikari and K. Sakurai.
參考資料