Hello, my name is Yue Fang. I am currently pursuing a Ph.D. in Computer Science at Peking University. My research interests lie in medical large language models (LLMs), reinforcement learning (RL), and retrieval-augmented generation (RAG).
📖 Educations
🔥 News
- 2026.04: 🎉 Our ProMed is accepted by ACL 2026 main conference.
- 2026.04: 🎉 Our DFAMS is accepted by ACL 2026 main conference.
- 2026.01: 🎉 Our ADEPT is accepted by ICLR 2026 conference.
- 2026.01: 🎉 Our GPS is accepted by ICLR 2026 conference.
- 2025.11: 🎉 Our EAG-RL is accepted by AAAI 2026 conference(oral).
- 2025.08: 🎉 Our 3DS is accepted by EMNLP 2025 main conference.
- 2025.06: 🎉 Our TC-RAG is accepted by ACL 2025 main conference(oral).
- 2025.06: 🎉 Our HyKGE is accepted by ACL 2025 main conference.
- 2025.05: 🎉 Our HistoMOCO is accepted by Cells STAR Protocol 2025.
📝 Publications
ADEPT: Continual Pretraining via Adaptive Expansion and Dynamic Decoupled Tuning
Jinyang Zhang(co-first author), Yue Fang(co-first author), Hongxin Ding(co-first author), Weibin Liao(co-first author), Muyang Ye, Xu Chu, Junfeng Zhao, Yasha Wang
GPS: Graph-guided Proactive Information Seeking in Large Language Models
Ruiqing Li, Yongxin Xu, Xinke Jiang, Zhibang Yang, Xinyu Ma, Yue Fang, Junfeng Zhao, Yasha Wang, Xu Chu
Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
Yue Fang(co-first author), Yuxin Guo(co-first author), Jiaran Gao(co-first author), Hongxin Ding(co-first author), Xinke Jiang, Weibin Liao, Yongxin Xu, Yinghao Zhu, Zhibang Yang, Liantao Ma, Junfeng Zhao, Yasha Wang
3DS: Decomposed Difficulty Data Selection’s Case Study on LLM Medical Domain Adaptation
Hongxin Ding(co-first author), Yue Fang(co-first author), Runchuan Zhu(co-first author), Xinke Jiang, Jinyang Zhang, Yongxin Xu, Xu Chu, Junfeng Zhao, Yasha Wang
ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
Hongxin Ding(co-first author), Baixiang Huang(co-first author), Yue Fang(co-first author), Weibin Liao, Xinke Jiang, Zheng Li, Junfeng Zhao, Yasha Wang
DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search
Zhibang Yang, Xinke Jiang, Rihong Qiu, Ruiqing Li, Yihang Zhang, Yue Fang, Yongxin Xu, Hongxin Ding, Xu Chu, Junfeng Zhao, Yasha Wang
[Code Repository Coming Soon]
TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems
Xinke Jiang(co-first author), Yue Fang(co-first author), Rihong Qiu(co-first author), Haoyu Zhang, Yongxin Xu, Hao Chen, Wentao Zhang, Ruizhe Zhang, Yuchen Fang, Xinyu Ma,Xu Chu, Junfeng Zhao, Yasha Wang
Xinke Jiang, Ruizhe Zhang, Yongxin Xu, Rihong Qiu, Yue Fang, Zhiyuan Wang, Jinyi Tang, Hongxin Ding, Xu Chu, Junfeng Zhao, Yasha Wang
Xiaoyun Zhang, Yue Fang, Weibin Liao, Junyi Ma, Xin Gao, Min Gao, Junfeng Zhao