Yizhe Huang

PhD student, Peking University

Joined

January 2023

Names

Yizhe Huang (Preferred)

Emails

****@pku.edu.cn (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

PhD student

Peking University (pku.edu.cn)

2023 – Present

Undergrad student

Peking University (pku.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

ToMPO: Training LLM Strategic Decision Making from a Multi-Agent Perspective
Yiwen Zhang, Ziang Chen, Fanqi Kong, Yizhe Huang, Xue Feng
- Submitted to ICLR 2026
- Readers: Everyone
Learning to Cooperate with Emergent Reputation via Multi-agent Reinforcement Learning
Xinwei Song, Yizhe Huang, Yipeng Kang, Dengji Zhao, Xue Feng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Social World Model-Augmented Mechanism Design Policy Learning
Xiaoyuan Zhang, Yizhe Huang, Chengdong Ma, Zhixun Chen, Long Ma, Yali Du, Song-Chun Zhu, Yaodong Yang, Xue Feng
- NeurIPS 2025 poster
- Readers: Everyone
World Models Should Prioritize the Unification of Physical and Social Dynamics
Xiaoyuan Zhang, Chengdong Ma, Yizhe Huang, Weidong Huang, Siyuan Qi, Song-Chun Zhu, Xue Feng, Yaodong Yang
- NeurIPS 2025 Position Paper Track
- Readers: Everyone
AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making
Yizhe Huang, Xingbo Wang, Hao Liu, Fanqi Kong, Aoyang Qin, Min Tang, Xiaoxi Wang, Song-Chun Zhu, Mingjie Bi, Siyuan Qi, Xue Feng
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
Fanqi Kong, Yizhe Huang, Song-Chun Zhu, Siyuan Qi, Xue Feng
- NeurIPS 2024 poster
- Readers: Everyone
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning
Yizhe Huang, Anji Liu, Fanqi Kong, Yaodong Yang, Song-Chun Zhu, Xue Feng
- ICML 2024 Poster
- Readers: Everyone
Planning with Theory of Mind for Few-Shot Adaptation in Sequential Social Dilemmas
Yizhe Huang, Anji Liu, Fanqi Kong, Yaodong Yang, Song-Chun Zhu, Xue Feng
- Submitted to ICLR 2024
- Readers: Everyone