Mingyang Liu

Ph.D. Student

EECS, MIT

Biography

I am a second-year Ph.D. student at MIT EECS, working on algorithmic game theory. I am very fortunate to be co-advised by Prof. Asu Ozdaglar and Prof. Gabriele Farina.

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Education

B.Eng. in Institute for Interdisciplinary Information Sciences (Yao Class), Tsinghua University, 2019 - 2023
M.S. in Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2023 - 2025
Ph.D. Student in Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2025 - Present

Recent Publications

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Mingyang Liu, Gabriele Farina, Asuman Ozdaglar (2025). A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence. ICLR 2025.

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Mingyang Liu, Asuman Ozdaglar, Tiancheng Yu, Kaiqing Zhang (2023). The Power of Regularization in Solving Extensive-Form Games. ICLR 2023 (Alphabetical Order).

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Mingyang Liu, Chengjie Wu, Qihan Liu, Yansen Jing, Jun Yang, Pingzhong Tang, Chongjie Zhang (2022). Safe Opponent-Exploitation Subgame Refinement. NeurIPS 2022.

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