Lucheng Fu’s Personal Page

Hello there! My name is Lucheng Fu.

I am a Master’s student in Computational Science and Engineering at the Georgia Institute of Technology.

My research is focused on Large Language Models, Prompt Optimization, Robust Machine Learning, and Multi-Agent Systems. I am passionate about exploring the application of these technologies to solve complex problems and build innovative systems.

News

• Jan 2026 – One paper accepted by ICLR 2026.

Education

• M.S. in Computational Science and Engineering, Georgia Institute of Technology, Aug 2025 – present.
• B.S. in Computer Science, Wuhan University, Sep 2021 – Jun 2025.

Publications

Guancheng Wan*, Lucheng Fu*, Haoxin Liu, Yiqiao Jin, Hui Yi Leong, Eric Hanchen Jiang, Hejia Geng, Jinhe Bi, Yunpu Ma, Xiangru Tang†, B. Aditya Prakash†, Yizhou Sun†, Wei Wang†. Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE. ICLR 2026 (Paper) (Code)