Publications

Mingyang Liu, Yongshan Chen, Zhiyuan Fan, Gabriele Farina, Asuman Ozdaglar, Kaiqing Zhang (2026). Online Learning and Equilibrium Computation with Ranking Feedback. ICLR 2026 (Oral, Top 1.18%).

Mingyang Liu, Gabriele Farina, Asuman Ozdaglar (2026). Differentially Private Equilibrium Finding in Polymatrix Games. ICLR 2026.

Mingyang Liu, Gabriele Farina, Asuman Ozdaglar (2026). Computing Equilibrium beyond Unilateral Deviation. ICLR 2026.

Mingyang Liu, Gabriele Farina, Asuman Ozdaglar (2025). UFT: Unifying Supervised and Reinforcement Fine-Tuning. NeurIPS 2025.

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

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

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