Chenglong Li's Homepage (李成龙)
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Ph.D. Student |
Last updated: May 29, 2025.
About me
I'm currently a PhD student under the supervision of Prof. Zheng Zheng in School of Automation Science and Electrical Engineering, Beihang University. I received a Bachelor's degree in Electrical Engineering from Beihang University in 2014. After that, I joined the DepIntelligence Software Lab. In 2023, with the support of the International Joint Doctoral Education Fund of Beihang University, I undertook a one-year joint doctoral training program at Kyushu University in Fukuoka, Japan, under the supervision of Prof. Jianjun Zhao (Kyushu University) and Associate Prof. Lei Ma (The University of Tokyo).
If you have any ideas, please contact me.
My research interests include:
Software Engineering
Fault Localization
Trustworthy Artificial Intelligence
Publications
Note: * for corresponding author.
Conferences and Journals
KnowBug: Enhancing Large Language Models with Bug Report Knowledge for Deep Learning Framework Bug Prediction
Chenglong Li, Zheng Zheng, Xiaoting Du*, Xiangyue Ma, Zhengqi Wang, Xinheng Li
Knowledge-Based Systems. (KBS, JCR-Q1, IF:7.2).
[link]A Phase-Type Expansion Approach for The Performability of Composite Web Services
Zheng Zheng, Chenglong Li, Yanjie Liu, Zhiyu Xi*
IEEE Transactions on Reliability. (TR, JCR-Q1, IF:4.424).
[link]Robustness of Spectrum-based Fault Localisation in Environments with Labelling Perturbations
Yanhong Xu, Beibei Yin, Zheng Zheng*, Xiaoyi Zhang, Chenglong Li, Shunkun Yang
Journal of System and Software. (JSS, JCR-Q1, IF:2.829).
[link]How Does Pre-trained Language Model Perform on Deep Learning Framework Bug Prediction?
Xiaoting Du*, Chenglong Li, Xiangyue Ma, Zheng Zheng
The 46th International Conference on Software Engineering: Companion Proceedings. (ICSE-Companion '24).
[link]LLM-BRC: A Large Language Model-Based Bug Report Classification Framework
Xiaoting Du*, Zhihao Liu, Chenglong Li, Xiangyue Ma, Yingzhuo Li and Xinyu Wang
Software Quality Journal. (SQJ, JCR-Q3, IF:1.7).
[link]A Theoretical Analysis on the Impacts of Misestimated Test Cases
Yanhong Xu, Beibei Yin*, Xiaohui Wan, Chenglong Li, Zheng Zheng
The 5th International Conference on Dependable Systems and Their Applications. (DSA '18).
[link]A Model-based Test Cases Generation Method for Spacecraft Software
Ye Tian, Beibei Yin*, Chenglong Li
The 8th International Conference on Dependable Systems and Their Applications. (DSA '21).
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Professional Services
Program Committee Member, International Conference on Software Quality, Reliability, and Security (QRS 2024), The International Workshop on Dependable Intelligent Systems (DeIS 2022)
Reviewer, IEEE Transactions on Reliability, Software Quality Journal
Conference Reviewer, IEEE International Symposium on Software Reliability Engineering (ISSRE), Dependable Systems and Applications (DSA), and International Conference on Software Quality, Reliability, and Security (QRS)
Research Projects
Research on Security Analysis and Fault Localization Techniques for Intelligent Computing Frameworks
Cyber-Physical Testing Technology Driven by Multi-Source Heterogeneous Models
Automated Debugging Technology for Environment-Dependent Software Defects