Xiangyuan Xue

I am a final-year undergraduate student at Shanghai Jiao Tong University (SJTU), majoring in Artificial Intelligence (Honor Class). I am also a member of the Guozhi Class Program and Zhiyuan Honors Program. In the near future, I will continue my study as a Ph.D. student at the Chinese University of Hong Kong (CUHK) under the supervision of Prof. Wanli Ouyang. I am currently working as a research intern at the Shanghai AI Laboratory under the supervision of Dr. Lei Bai. My research interests lie in large language models (LLM) and multi-agent systems (MAS).

News

• 2025.02: ComfyBench is accepted by CVPR 2025.
• 2025.02: I received the offer from the Chinese University of Hong Kong (CUHK) to pursue my Ph.D. study.
• 2024.11: The preprint of my first work ComfyBench is submitted to arXiv, with the code open-sourced on GitHub.
• 2024.05: I joined the Shanghai AI Laboratory as a research intern under the supervision of Dr. Lei Bai.

Publications

• ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks
  Heng Zhou, Hejia Geng, Xiangyuan Xue, Zhenfei Yin, Lei Bai
  Annual Meeting of the Association for Computational Linguistics (ACL 2025, Under Review)
  [Paper] [Code]
  

• Position: Scaling LLM-based Multi-agent Systems Calls for Systematical Design
  Guibin Zhang, Xiangyuan Xue, Yifan Hu, Sumeet Ramesh Motwani, Christian Schroeder de Witt, Lei Bai, Zhenfei Yin, Philip Torr
  International Conference on Machine Learning (ICML 2025, Under Review)
  [Paper]
  

• 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
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025)
  [Paper] [Project] [Code]