Falong Fan
đź‘‹ Hi! My name is Falong Fan, an incoming PhD student at the Electrical & Computer Engineering Department at University of Virginia (UVA). My research interests lie in Medical AI and Healthcare.
Before starting my PhD journey at UVA, I earned my Master’s degree at The Chinese University of Hong Kong, Shenzhen, advised by Prof. Ruimao Zhang. Prior to that, I obtained my Bachelor’s in University of Science and Technology Beijing, advised by Prof. Sen Wu. In non-academic contexts, I enjoy cooking, sports such as badminton and swimming, and the gym.
🤝 I am open to collaboration! If you are interested in working with me, feel free to reach out via email.
Research Interests
- Multi-agent Systems for Healthcare
- Trustworthy AI
- Natural Language Processing, Computer Vision
Publications
- TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination Yi Xie, Siao Liu, Falong Fan, Yuanqi Yao, Siyang Cao, Yue Zhao, Bo Liu
- ICML 2026
- PeerGuard: Defending Multi-Agent Systems Against Backdoor Attacks Through Mutual Reasoning Falong Fan, Xi Li,
- 🏆Best Paper Award of IEEE-IRI 2025
- Understanding the Evaluation Abilities of External Cluster Validity Indices to Internal Ones Xiaonan Gao, Guiying Wei, Sen Wu, Falong Fan
