Scholar
Xiaoyuan Zhang
Google Scholar ID: GAH17kgAAAAJ
Peking University
Multi-Agent Learning
Reinforcement Learning
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
33
H-index
2
i10-index
1
Publications
5
Co-authors
3
list available
Contact
Email
xiaoyuanzhang@stu.pku.edu.cn
CV
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Publications
11 items
POLAR: A Portrait OLAT Dataset and Generative Framework for Illumination-Aware Face Modeling
2025
Cited
0
Prismatic World Model: Learning Compositional Dynamics for Planning in Hybrid Systems
2025
Cited
0
World Models Should Prioritize the Unification of Physical and Social Dynamics
2025
Cited
0
Social World Model-Augmented Mechanism Design Policy Learning
2025
Cited
0
MCCE: A Framework for Multi-LLM Collaborative Co-Evolution
2025
Cited
0
AEGIS: Automated Error Generation and Identification for Multi-Agent Systems
2025
Cited
0
Enhancing LLM-Based Social Bot via an Adversarial Learning Framework
2025
Cited
0
Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs
2025
Cited
0
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Resume (English only)
Academic Achievements
AAAI 2025 (Oral): “Differentiable Information Enhanced Model-Based Reinforcement Learning”
NeurIPS 2025: “Social World Model-Augmented Mechanism Design Policy Learning” (* equal contribution)
NeurIPS 2025 Position Paper: “World Models Should Prioritize the Unification of Physical and Social Dynamics” (* equal contribution)
ICLR 2024 (Spotlight): “CivRealm: A learning and reasoning odyssey in Civilization for decision-making agents”
IJCAI 2024: “Off-Agent Trust Region Policy Optimization” (* equal contribution)
EMNLP 2025 (Oral): “Enhancing LLM-Based Social Bot via an Adversarial Learning Framework”
Program Committee Member for AAAI 2026 and DAI 2024
Reviewer for NeurIPS 2025 (Selected as Top Reviewer)
Co-authors
3 total
Yaodong Yang
Boya (博雅) Assistant Professor at Peking University
Siyuan Qi
Gyges Labs
song-chun zhu
Chair Professor, PKU, Director BIGAI
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