Jinfu Chen
Scholar

Jinfu Chen

Google Scholar ID: kP1zzqcAAAAJ
Wuhan university
Software performancesoftware log miningmining software repository
Citations & Impact
All-time
Citations
632
 
H-index
13
 
i10-index
15
 
Publications
20
 
Co-authors
19
list available
Resume (English only)
Academic Achievements
  • - [EMSE 2025] Li, S., Cheng, Y., Chen, J. * et al. Performance Analysis of AI-Generated Code: A Case Study of Copilot, Copilot Chat, CodeLlaMa, and DeepSeek-Coder Models. Empirical Software Engineering Journal.
  • - [NeurIPS 2025] Zhu, D., Chen, D., Chen, J. * et al. More Than Just Functional: LLM-as-a-Critique for Efficient Code Generation. The Thirty-Ninth Annual Conference on Neural Information Processing Systems.
  • - [CEISEE 2025] Xuan, J., Xin, Q., Fan, Q. et al. Replace Me or Not? An Exploratory Study on Overusing LLMs in Programming Assignments in the Course of Software Testing. The 21st China-Europe International Symposium on Software Engineering Education. Distinguished Paper Award.
  • - [TOSEM 2025] Zheng, L., Li, S., Huang, X. et al. Why Do GitHub Actions Workflows Fail? An Empirical Study. ACM Transactions on Software Engineering and Methodology.
  • - [ASEJ 2025] Chen, H., Huang, Z., Xu, Y. et al. Unveiling Code Clone Patterns in Open Source VR Software: An Empirical Study. Automated Software Engineering.
  • - [TOSEM 2025] Wang, X., Tan, Y., Ding, Z. et al. Enhancing Log Sentiments: An Exploratory Study of Sentiments and Emotions with Software Logs. ACM Transactions on Software Engineering and Methodology.
  • - [TOSEM 2025] Fu, Y., Liang, P., Tahir, A. et al. Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study. ACM Transactions on Software Engineering and Methodology.
  • - [JSS 2025] Wang, Z., Liu, W., Chen, J. et al. RPerf: Mining User Reviews Using Topic Modeling to Assist Performance Testing: An Industrial Experience Report. The Journal of Systems and Software.
  • - [SANER 2025] Shu, Y., Zheng, L., Chen, J. * et al. Characterizing Logs in Vulnerability Reports: In-Depth Analysis and Security Implications. The 32nd IEEE International Conference on Software Analysis, Evolution and Reengineering. IEEE TCSE Distinguished Paper Award.
  • - [ISSRE 2024] Li, S., Cheng, Y., Chen, J. * et al. Assessing the Performance of AI-Generated Code: A Case Study on GitHub Copilot. The 35th IEEE International Symposium on Software Reliability Engineering.
  • - [VARSE 2024] Huang, W., Chen, J., Chen, H. et al. A Study of Code Clone on Open Source VR Software. The Second International Workshop on Virtual and Augmented Reality Software Engineering.
  • - [TSE 2024] Xia, Y., Liao, L., Chen, J. et al. Reducing the Length of Field-replay Based Load Testing. IEEE Transaction on Software Enginering.
  • - [TIFS 2024] Zhu, D., Chen, J., Zhuo, X. et al. More Than Just Functional: LLM-as-a-Critique for Efficient Code Generation. IEEE Transactions on Information Forensics and Security.
Research Experience
  • - Associate Professor at School of Computer Science, Wuhan University
  • - Senior researcher at Centre for Software Excellence, Huawei Canada
Education
  • - Ph.D. in Software Engineering, Concordia University, Montreal, Canada, 2016 to 2020, Supervisor: Prof. Weiyi Shang
  • - MSc in Computer Network, Chinese Academy of Sciences, Beijing, China, 2013 to 2016
  • - Major in Software Engineering, Harbin Institute of Technology, Harbin, China, 2009 to 2013
Background
  • - Research Interests: Software performance engineering, software performance testing, software log mining, code clone detection
  • - Position: Associate Professor at School of Computer Science, Wuhan University
  • - Previous Work: Senior researcher at Centre for Software Excellence, Huawei Canada
Miscellany
  • Looking for self-motivated Ph.D. and Master students to work with me. If you are interested, please contact me via email.