Junming Liu
刘君茗

Master's student with research interests in
Large Language Models for Software Security,
Software Engineering, and
Program Analysis.

About Me

Hi, my name is Junming Liu (刘君茗). I am currently a Master's student in Zhejiang University, under the supervision of Prof. Wenhai Wang. My research interests in Large Language Models for Software Security, Software Engineering, and Program Analysis.

I am actively seeking PhD opportunities for Fall 2025.

My research interests focuses on improving the effectiveness and quality of the entire vulnerability management lifecycle, with two key aspects:

  • Advancing vulnerability management technologies, including vulnerability detection, automated fixing, patch correctness assessment, and more.
  • Understanding the broader societal and community impacts of vulnerabilities.

To achieve these goals, I am interested in exploring the use of machine learning, static analysis, and other techniques to enhance vulnerability management. I also seek to assess how these tools can improve both technical efficiency and the human-centered understanding of vulnerabilities.

Email: jmliu|at|zju.edu.cn

Resume

News 🔥

Aug 2024
I presented our evaluation for ChatGPT's capabilities on vulnerability management at USENIX Security 2024 in Philadelphia.
Jun 2024
Our paper "Exploring ChatGPT's Capabilities on Vulnerability Management" was accepted by USENIX Security 2024.

Publications

Conference Paper
(*equal contribution)

Exploring ChatGPT's Capabilities on Vulnerability Management
Peiyu Liu*,
Junming Liu*
, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang.
USENIX Security 2024
Evaluation of ChatGPT’s capabilities across the entire vulnerability management lifecycle in six tasks, investigating prompt engineering impacts and identifying performance bottlenecks.
Paper Code Slides
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Patents and Software Copyrights

Patent
Kernel Data Race Detection Based on Patch and Concurrent Behavior Pattern Analysis.
Wenhai Wang,
Junming Liu
, Peiyu Liu, Lirong Fu. China, 2024.
Patent
Vulnerability Type Adaptation Program Slicing Method and Device, Electronic equipment.
Wenhai Wang,
Junming Liu
, Bin Xu, Peiyu Liu, et al. China, 2024.
Patent
Method and Device for Automatic Generation of Annotations for Binary Code Text.
Wenhai Wang, Tong Ye, Xuhong Zhang, Peiyu Liu, Bin Xu,
Junming Liu
. China, 2023.
Software Copyright
Data-Driven Industrial Process Performance Monitoring and Fault Detection System.
Junming Liu
, et al. China, 2021.
Software Copyright
Tears of the Times Photo Editing Software.
Junming Liu
, et al. China, 2021.

Personal

More fun facts about me:

Dancing 💃
I was one of the leaders of my undergraduate university dance team, where I participated in over 20 events, won 2 awards in dance competitions, and was awarded the title of Excellent Student Leader.

Sports 🏅
I placed second in the long jump at my undergraduate university in 2018.

Pets 🐱🐱
I am the parent of two cats, 虎妞 (Tiger Girl) and 墨菲 (Murphy).

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