BioGraphFusion: Graph Knowledge Embedding for Biological Completion and Reasoning
Bioinformatics Journal, 2025
Master's Student Β· Zhejiang University
Hello! ππ» I am a Master's student at Zhejiang University, advised by Prof. Xiaoxue Ren. I work on AI for Software Engineering, Code Intelligence, and AI Agents.
My research focuses on how large language models understand developer intent, reason over program semantics, learn from feedback, and improve their own behavior. I am especially interested in agentic RL and real-world agents that can plan, use tools, and solve long-horizon tasks beyond isolated prompts. I am drawn to settings where models must act under uncertainty, verify intermediate outcomes, and adapt through interaction.
(β : Equal contribution, *: Corresponding author)