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Youzhi Zhang
Assistant Professor
Centre for Artificial Intelligence and Robotics (CAIR)
Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences
I am looking for highly motivated interns to join our team. If you want to work with me, feel free to email me.
Scholar Profile: Google Scholar Profile &
DBLP
E-mail: youzhi dot zhang dot lgc@gmail dot com
Address: Room 301-303, 305-309, 317-320, 3/F, 17W, Science Park West Avenue, Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong
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Brief Biography
Dr. Zhang is an assistant professor of CAIR, HKISI-CAS. Before joining CAIR, he was a postdoctoral researcher at the Northwestern University, USA, working with Professor V.S. Subrahmanian. From August 2020 to August 2021, he was a postdoctoral researcher at the Dartmouth College, USA, working with Professor V.S. Subrahmanian. He received the Ph.D degree in Computer Science from the Nanyang Technological University, Singapore, where he was advised by Professor Bo An. Prior to that, he received the Bachelor and Master degrees from the Sun Yat-sen University, China.
His research interests include artificial intelligence, multi-agent systems, computational game theory, multi-agent reinforcement learning, and optimization. He focuses on equilibrium computation and the application of game theory. For contributions to algorithms for equilibrium computation in multiplayer games and their applications, he won the Ph.D Best Thesis Award from the School of Computer Science and Engineering, Nanyang Technological University in 2021.
Top News
[October 2024] Attend RLChina 2024. [July 2024] Attend ICML 2024. [May 2024] Two paper was accepted to ICML 2024. [April 2024] One paper was accepted to IEEE Transactions on Cybernetics. [January 2024] One paper was accepted to WWW 2024 (TheWebConf24). [December 2023] One paper was accepted to AAMAS 2024. [November&December 2023] Visit Nanyang Technological University and attend DAI 2023. [September 2023] One paper was accepted to NeurIPS 2023 and one paper was accepted to IEEE Transactions on Computational Social Systems. [August 2023] Distinguished Program Committee Member at IJCAI 2023 (the top 3% of reviewers). [July 2023] One paper was accepted to IEEE Transactions on Dependable and Secure Computing (a top journal on security). [July 2023] Visit Nanjing University, Southeast University, and HUAWEI NOAH'S ARK LAB. [July 2023] Attend IJCAI YES 2023. [June 2023] Visit Southern University of Science and Technology and Sun Yat-sen University. [May 2023] Attend AAMAS 2023. [January 2023] One paper was accepted to AAMAS 2023. [November 2022] Invited talk at the Southeast University. [November 2022] Invited talk at the Huawei–CAIR AI and Robotics Workshop. [November 2022] Two papers were accepted to AAAI 2023. [September 2022] The Best Paper Award at the 20th IEEE International Conference on Dependable, Autonomic & Secure Computing (DASC 2022). [July 2022] Outstanding Reviewer at ICML 2022 (the top 10% of reviewers). [April 2022] One paper was accepted to IJCAI 2022 as Long Oral Presentation (3.75% rate).
Awards & Honors
Distinguished Program Committee Member Award, IJCAI, 2023. The Best Paper Award, IEEE DASC, 2022. Outstanding Reviewer Award, ICML, 2022. The Ph.D Best Thesis Award, NTU SCSE, 2021. Finalist (25/1000+), KDD'20 Reinforcement Learning Competition Track, 2020. Student Travel Award, AAAI, 2019 & 2020. Research Scholarship, NTU, 2016-2020. National Scholarship for Graduate Students, Ministry of Education of China, 2014 & 2015. Outstanding Graduates Award, Sun Yat-sen University, 2013. Outstanding Thesis Award, Sun Yat-sen University, 2013.
Research Appointments
Assistant Professor (August 2022 - Present)
Postdoctoral Researcher (September 2021 - August 2022)
Postdoctoral Researcher (August 2020 - August 2021)
Research Assistant (March 2020 - July 2020)
Invited Talks
Computing optimal Nash equilibria in multiplayer games (December 2023 )
Solving network pursuit games: challenge and the state-of-the-art (July 2023 )
Solving network pursuit games: challenge and the state-of-the-art (July 2023 )
Solving network pursuit games: challenge and the state-of-the-art (July 2023 )
Solving network pursuit games: challenge and the state-of-the-art (June 2023 )
Solving network pursuit games: challenge and the state-of-the-art (June 2023 )
Correlation-based algorithm for team-maxmin equilibrium in multiplayer extensive-form games (November 2022 )
Correlation-based algorithm for team-maxmin equilibrium in multiplayer extensive-form games (November 2022 )
Converging to team-maxmin equilibria in zero-sum multiplayer games (December 2020 )
Computing team-maxmin equilibria in zero-sum multiplayer games (November 2020 )
Converging to team-maxmin equilibria in zero-sum multiplayer games (October 2020 )
Education
Doctor of Philosophy in Computer Science. Nanyang Technological University, Singapore (July 2016 - July 2020)
The Ph.D Best Thesis Award, NTU SCSE, 2021. Supervised by Professor Bo An.
Master of Philosophy in Logic. Sun Yat-sen University, Guangzhou, China (August 2013 - June 2016) Bachelor of Philosophy in Logic. Sun Yat-sen University, Guangzhou, China (Sep 2009 - June 2013)
Supervising
Ruinan Jin, Postdoc
Xinbo Zhang, Postdoc
Changyi Ma, Postdoc
Shangkun Zheng, Ph.D student
Shuxin Zhuang, Ph.D student
Rong Feng, Ph.D student
Alumni
RunSheng Yu, Visting PhD student/intern from HKUST, now ByteDance
Jiazhi Zhang, Visting Master student/intern from HKUST, now ByteDance
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