Xiangyuan Xue

PhD student, The Chinese University of Hong Kong

Intern, Shanghai Artificial Intelligence Laboratory

Joined

October 2024

Names

Xiangyuan Xue (Preferred)

Emails

****@gmail.com (Confirmed)

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

****@pjlab.org.cn (Confirmed)

****@link.cuhk.edu.hk (Confirmed)

Personal Links

Career & Education History

PhD student

The Chinese University of Hong Kong (cuhk.edu.hk)

2025 – Present

Intern

Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2024 – Present

Undergrad student

Shanghai Jiao Tong University (sjtu.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

Zhenfei Yin

2025 – Present

Coauthor

LEI BAI

2024 – Present

PhD Advisor

Wanli Ouyang

2024 – Present

Expertise

Agentic RL

2025 – Present

Multi-agent Systems

2024 – Present

LLM-based Agents

2024 – Present

Publications

LatentMem: Customizing Latent Memory for Multi-Agent Systems
Muxin Fu, Guibin Zhang, Xiangyuan Xue, Yafu Li, Zefeng He, Siyuan Huang, Xiaoye Qu, Yu Cheng, Yang Yang
- CoRR 2026
- Readers: Everyone
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang et al. (5 additional authors not shown)
- Trans. Mach. Learn. Res. 2026
- Readers: Everyone
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru WANG, Mengyue Yang et al. (5 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
Xiangyuan Xue, Yifan Zhou, Guibin Zhang, Zaibin Zhang, Yijiang Li, Chen Zhang, Zhenfei Yin, Philip Torr, Wanli Ouyang, Lei Bai
- CoRR 2025
- Readers: Everyone
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
Xiangyuan Xue, Yifan Zhou, Guibin Zhang, Zaibin Zhang, Yijiang Li, Chen Zhang, Zhenfei Yin, Philip Torr, Wanli Ouyang, LEI BAI
- ICLR 2026 Poster
- Readers: Everyone
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhong-Zhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, LEI BAI
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
Zelin Tan, Hejia Geng, Mulei Zhang, Xiaohang Yu, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhongzhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Lei Bai
- CoRR 2025
- Readers: Everyone
Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI
Sha Zhang, Suorong Yang, Tong Xie, Xiangyuan Xue, Zixuan Hu, Rui Li, Wenxi Qu, Zhenfei Yin, Tianfan Fu, Di Hu, Andres M. Bran, Nian Ran, Bram Hoex, Wangmeng Zuo, Philippe Schwaller, Wanli Ouyang, Lei Bai, Yanyong Zhang, Lingyu Duan, Shixiang Tang et al. (1 additional authors not shown)
- CoRR 2025
- Readers: Everyone
ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems
Xiangyuan Xue, Zeyu Lu, Di Huang, Zidong Wang, Wanli Ouyang, Lei Bai
- CVPR 2025
- Readers: Everyone
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks
Heng Zhou, Hejia Geng, Xiangyuan Xue, Li Kang, Yiran Qin, Zhiyong Wang, Zhenfei Yin, Lei Bai
- EMNLP 2025
- Readers: Everyone

Co-Authors

View all 62 co-authors