עקוב אחר
Jie M. Zhang
Jie M. Zhang
Lecturer (Assistant Professor), King's College London
כתובת אימייל מאומתת בדומיין kcl.ac.uk - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Machine Learning Testing: Survey, Landscapes and Horizons‏
JM Zhang, M Harman, L Ma, Y Liu‏
arXiv preprint arXiv:1906.10742, 2020‏
10192020
Mutation testing advances: an analysis and survey‏
M Papadakis, M Kintis, J Zhang, Y Jia, Y Le Traon, M Harman‏
Advances in computers 112, 275-378, 2019‏
5712019
Large language models for software engineering: Survey and open problems‏
A Fan, B Gokkaya, M Harman, M Lyubarskiy, S Sengupta, S Yoo, ...‏
2023 IEEE/ACM International Conference on Software Engineering: Future of …, 2023‏
3602023
Predictive mutation testing‏
J Zhang, Z Wang, L Zhang, D Hao, L Zang, S Cheng, L Zhang‏
Proceedings of the 25th international symposium on software testing and …, 2016‏
2352016
Bias mitigation for machine learning classifiers: A comprehensive survey‏
M Hort, Z Chen, JM Zhang, M Harman, F Sarro‏
ACM Journal on Responsible Computing 1 (2), 1-52, 2024‏
1872024
LLM is Like a Box of Chocolates: the Non-determinism of ChatGPT in Code Generation‏
S Ouyang, JM Zhang, M Harman, M Wang‏
arXiv e-prints, arXiv: 2308.02828, 2023‏
1672023
A survey on bug-report analysis‏
J ZHANG, XY WANG, D HAO, B XIE, L ZHANG, H MEI‏
Science China. Information Sciences 58 (2), 1-24, 2015‏
1632015
Search-based inference of polynomial metamorphic relations‏
J Zhang, J Chen, D Hao, Y Xiong, B Xie, L Zhang, H Mei‏
Proceedings of the 29th ACM/IEEE international conference on Automated …, 2014‏
1442014
Leveraging automated unit tests for unsupervised code translation‏
B Roziere, JM Zhang, F Charton, M Harman, G Synnaeve, G Lample‏
arXiv preprint arXiv:2110.06773, 2021‏
1262021
Automatic testing and improvement of machine translation‏
Z Sun, JM Zhang, M Harman, M Papadakis, L Zhang‏
Proceedings of the ACM/IEEE 42nd international conference on software …, 2020‏
1242020
Agentcoder: Multi-agent-based code generation with iterative testing and optimisation‏
D Huang, JM Zhang, M Luck, Q Bu, Y Qing, H Cui‏
arXiv preprint arXiv:2312.13010, 2023‏
1052023
A comprehensive empirical study of bias mitigation methods for machine learning classifiers‏
Z Chen, JM Zhang, F Sarro, M Harman‏
ACM transactions on software engineering and methodology 32 (4), 1-30, 2023‏
862023
" Ignorance and Prejudice" in Software Fairness‏
JM Zhang, M Harman‏
2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021‏
852021
Fairness testing: A comprehensive survey and analysis of trends‏
Z Chen, JM Zhang, M Hort, M Harman, F Sarro‏
ACM Transactions on Software Engineering and Methodology 33 (5), 1-59, 2024‏
832024
Fairea: A model behaviour mutation approach to benchmarking bias mitigation methods‏
M Hort, JM Zhang, F Sarro, M Harman‏
Proceedings of the 29th ACM joint meeting on European software engineering …, 2021‏
802021
MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software‏
Z Chen, JM Zhang, F Sarro, M Harman‏
Proceedings of the 30th ACM joint european software engineering conference …, 2022‏
702022
Stealthy backdoor attack for code models‏
Z Yang, B Xu, JM Zhang, HJ Kang, J Shi, J He, D Lo‏
IEEE Transactions on Software Engineering 50 (4), 721-741, 2024‏
682024
Vulnerability detection with graph simplification and enhanced graph representation learning‏
XC Wen, Y Chen, C Gao, H Zhang, JM Zhang, Q Liao‏
2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023‏
652023
Large language models in fault localisation‏
Y Wu, Z Li, JM Zhang, M Papadakis, M Harman, Y Liu‏
arXiv preprint arXiv:2308.15276, 2023‏
502023
Bias assessment and mitigation in llm-based code generation‏
D Huang, Q Bu, J Zhang, X Xie, J Chen, H Cui‏
arXiv preprint arXiv:2309.14345, 2023‏
482023
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מאמרים 1–20