09/2020~12/2024, Software Institute, Nanjing University, Ph.D. in Software Engineering under the supervision of Professor Zhenyu Chen & Associate Professor Chunrong Fang
10/2023~10/2024, Department of Computer Science and Software Engineering, Swinburne University of Technology, visiting PhD student in Software Engineering under the supervision of Professor Yun Yang
09/2017~07/2020, School of Computer Science and Communication Engineering, Jiangsu University, Master Diploma of Software Engineering, under the supervision of Associate Professor Rubing Huang
09/2013~07/2017, School of Computer Science and Communication Engineering, Jiangsu University, Bachelor Diploma of Software Engineering
Software Testing and Debugging: Regression Testing, Vulnerability Detection
Artificial Intelligence for Software Engineering: Program Repair, Code Representation
Software Engineering for Artificial Intelligence: DL System Testing and Repair
[Complete List] [Google Scholar] [DBLP] [GitHub]
[TSE'25] Improving Retrieval-Augmented Deep Assertion Generation via Joint Training. (CCF-A)
Quanjun Zhang, Chunrong Fang, Yi Zheng, Ruixiang Qian, Shengcheng Yu, Yuan Zhao, Jianyi Zhou, Yun Yang, Tao Zheng, Zhenyu Chen
In: IEEE Transactions on Software Engineering, pages to appear, 2025. [PDF] [Data]
[TOSEM'25] Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-trained Language Models. (CCF-A)
Quanjun Zhang, Chunrong Fang, Yi Zheng, Yaxin Zhang, Yuan Zhao, Rubing Huang, Jianyi Zhou, Yun Yang, Tao Zheng, Zhenyu Chen
In: ACM Transactions on Software Engineering and Methodology, pages to appear, 2025.
[TOSEM'24] Exploring Automated Assertion Generation via Large Language Models. (CCF-A)
Quanjun Zhang, Weifeng Sun, Chunrong Fang, Bowen Yu, Hongyan Li, Meng Yan, Jianyi Zhou, Zhenyu Chen.
In: ACM Transactions on Software Engineering and Methodology, pages to appear, 2024.
[TSE'24] APPT: Boosting Automated Patch Correctness Prediction via Fine-tuning Pre-trained Models. (CCF-A)
Quanjun Zhang, Chunrong Fang, Weisong Sun, Yan Liu, Tieke He, Xiaodong Hao, Zhenyu Chen
In: IEEE Transactions on Software Engineering, pages to appear, 2024.
[TOSEM'24] Machine Translation Testing via Syntactic Tree Pruning. (CCF-A)
Quanjun Zhang, Juan Zhai, Chunrong Fang, Jiawei Liu, Weisong Sun, Haichuan Hu and Qingyu Wang
In: ACM Transactions on Software Engineering and Methodology, 39 pages, 2024. [PDF] [Data]
[TOSEM'23] A Survey of Learning-based Automated Program Repair. (CCF-A)
Quanjun Zhang, Chunrong Fang, Yuxiang Ma, Weisong Sun, Zhenyu Chen
In: ACM Transactions on Software Engineering and Methodology, 69 pages, 2023. [PDF] [Data]
[TDSC'23] Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?. (CCF-A)
Quanjun Zhang, Chunrong Fang, Bowen Yu, Weisong Sun, Tongke Zhang, Zhenyu Chen
In: IEEE Transactions on Dependable and Secure Computing, pages to appear, 2023. [PDF] [Data]
[ASE'23] GAMMA: Revisiting Template-based Automated Program Repair via Mask Prediction. (CCF-A)
Quanjun Zhang, Chunrong Fang, Tongke Zhang, Bowen Yu, Weisong Sun, Zhenyu Chen
In: 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023), pages to appear, 2023. [PDF] [Data]
[JSS'22] Test Case Prioritization Using Partial Attention. (CCF-B)
Quanjun Zhang, Chunrong Fang, Weisong Sun, Shencheng Yu, Yutao Xu, Yulei Liu
In: Journal of Systems & Software, pages to appear, 2022.
[ISSTA'25] A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing. (CCF-A, Equal Contribution)
Ye Shang, Quanjun Zhang✰, Chunrong Fang, Siqi Gu, Jianyi Zhou, Zhenyu Chen
In: Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2025), pages to appear.
[ISSTA'22] CIRCLE: Continual Repair across Programming Languages. (CCF-A, Equal Contribution)
Wei Yuan, Quanjun Zhang✰, Tieke He, Chunrong Fang, Nguyen Quoc Viet Hung, Hongzhi Yin
In: Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, July 18--22, 2022, pages to appear, Virtual, South Korea.