Refereed Journal and Conference Articles

    • [ASE, CCF A] Jialuo Chen, Jingyi Wang, Xiyue Zhang, Youcheng Sun, Marta Kwiatkowska, Jiming Chen, and Peng Cheng. FAST: Boosting Uncertainty-based Test Prioritization Methods for Neural Networks via Feature Selection. 39th IEEE/ACM International Conference on Automated Software Engineering, California, United States, October 2024.

    • [ISSTA, CCF A] Xiangshan Gao, Jialuo Chen, Jingyi Wang, Jie Shi, Peng Cheng, and Jiming Chen. TeDA: A Testing Framework for Data Usage Auditing in Deep Learning Model Development. 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, Vienna, Austria, September 2024.

    • [ISSTA, CCF A] Jialuo Chen, Jingyi Wang, Youcheng Sun, Peng Cheng, and Jiming Chen. Isolation-Based Debugging for Neural Networks. 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, Vienna, Austria, September 2024.

    • [TOSEM, CCF A] Jialuo Chen, Jingyi Wang, Xingjun Ma, Youcheng Sun, Jun Sun, Peixin Zhang and Peng Cheng. QuoTe: Quality-oriented Testing for Deep Learning Systems. ACM Transactions on Software Engineering and Methodology, 32(5), 1-33, 2023.

    • [ICSE, CCF A] Jialuo Chen, Youcheng Sun, Jingyi Wang, Peng Cheng and Xingjun Ma. DeepJudge: A Testing Framework for Copyright Protection of Deep Learning Models. 45th International Conference on Software Engineering: Companion Proceedings, Melbourne, Australia, May, 2023.

    • [S&P, CCF A] Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li and Dawn Song. Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. 43rd IEEE Symposium on Security and Privacy, Oakland, USA, May 2022.

    • [ICSE, CCF A] Jingyi Wang, Jialuo Chen, Youcheng Sun, Xingjun Ma, Dongxia Wang, Jun Sun and Peng Cheng. RobOT: Robustness-Oriented Testing for Deep Learning Systems. 43rd International Conference on Software Engineering, Madrid, Spain, May 2021.