Ruwei Pan
🎓 Undergraduate Student
Chongqing, China
About Me
I am a third-year Undergraduate Student (Ranking 1/122) of Big Data and Software Engineering, Chongqing University, China. I have been very fortunate to begin my research journey under the supervision of Prof. Hongyu Zhang in 2023.
📌 My research is in the area of software engineering, in particular, code generation. I am deeply interested in how LLMs can reason and generate human-aligned programming logic. Code bridges abstract intentions with machine-executable behavior.
Rather than solely focusing on incremental improvements or parameter tuning, I aspire to pursue paradigm-shifting research that challenges prevailing assumptions in both academia and industry. I believe that true scientific progress often requires taking risks, questioning conventions, and exploring directions that may initially seem uncertain or unconventional. My long-term goal is to contribute to work that not only advances performance but also reshapes our fundamental understanding of how intelligent systems perceive, reason, and interact with the world.
I am always open for collaborations!
Education
- [2022–2026] B.Eng. in Software Engineering, School of Big Data & Software Engineering, Chongqing University.
Selected Publications & Manuscripts
-
🔥 CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation
Ruwei Pan, Hongyu Zhang†, Chang Liu
Introduces a novel self-reflective multi-agent framework. LLMs collaboratively reason and generate code.
Under Review [Paper] -
🔥 Modularization is Better: Effective Code Generation with Modular Prompting
Ruwei Pan, Hongyu Zhang†
Proposes modular prompting to improve code generation by decomposing tasks into structured modules.
Under Review [Paper]
Other Works
- AdaCoder: An Adaptive Planning and Multi-Agent Framework for Function-Level Code Generation
Yueheng Zhu, Chao Liu†, Xuan He, Xiaoxue Ren, Zhongxin Liu, Ruwei Pan, Hongyu Zhang.
Under Review [Paper] - AgentDroid: A Multi-Agent Framework for Detecting Fraudulent Android Applications
Ruwei Pan, Hongyu Zhang†, Zeyu Jiang, Ruixiang Hou.
Under Review [Paper]
Awards & Competitions
- 🎓 National Scholarship (1st out of 122)
- 🏆 National First Prize, China Software Cup (Top 0.3%, Aug 2024)
- 🏆 National First Prize, Mathematical Contest in Modeling (Top 0.45%, Nov 2024)
- 🥈 National Second Prize, Software Innovation Contest (15th nationwide, May 2025)
- 🌟 Excellent Project, National Undergraduate Innovation Training (Nov 2024)
Community Contribution
I maintain a curated AI4SE Paper Repository collecting recent high-quality research in software engineering. It aims to help researchers and practitioners stay updated with cutting-edge trends.