About me

I'm an coming Ph.D. student at the School of Cybersecurity, Huazhong University of Science and Technology, under the supervision of Prof. Haoyu Wang. My research interests focus on the application of large language models in software engineering and relative security problems. And I'm also interested in cybersecurity(CVE-relative), and I enjoy exploring the intersection of AI and security.

Research interests

LLM for Software Engineering

Applying large language models and agentic systems to software engineering tasks.

Software & System Security

Security problems around software defects, Android applications, and CVE-related research.

Intelligent Bug Reproduction

Planning and search methods for reproducing bugs from incomplete reports.

Selected publications

2026
Preprint

TreeMind: Automatically Reproducing Android Bug Reports via LLM-empowered Monte Carlo Tree Search

Zhengyu Chen, Zhaoyi Meng, Wenxiang Zhao, Wansen Wang, Wenchao Huang, Jie Cui, Hong Zhong, Yan Xiong

arXiv · Software Engineering

TreeMind combines LLM semantic reasoning with Monte Carlo tree search to reproduce Android bugs from incomplete bug reports.