Zhang, Jie M.

Machine Learning Testing: Survey, Landscapes and Horizons

Zhang, J. M., Harman, M., Ma, L., & Liu, Y. (2022) · IEEE Transactions on Software Engineering

Software Testing and Debugging TechniquesAdversarial Robustness in Machine Learning

Cited by 897

Large language models for software engineering: survey and open problems

Fan, A., Gokkaya, B., Harman, M., Lyubarskiy, M., Sengupta, S., Yoo, S., & Zhang, J. M. (2023) · 2023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE)

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 650

Large Language Models for Software Engineering: Survey and Open Problems

Fan, A., Gokkaya, B., Harman, M., Lyubarskiy, M., Sengupta, S., Yoo, S., & Zhang, J. M. (2023) · arXiv

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 523

An Empirical Study of the Non-Determinism of ChatGPT in Code Generation

Ouyang, S., Zhang, J. M., Harman, M., & Wang, M. (2025) · ACM Transactions on Software Engineering and Methodology

Software Engineering ResearchTopic Modeling

Cited by 258

Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey

Hort, M., Chen, Z., Zhang, J. M., Harman, M., & Sarro, F. (2022) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 222

Leveraging automated unit tests for unsupervised code translation

Roziere, B., Zhang, J. M., Charton, F., Harman, M., Synnaeve, G., & Lample, G. (2021) · arXiv

Software Engineering ResearchNatural Language Processing Techniques

Cited by 39

AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Huang, D., Zhang, J. M., Luck, M., Bu, Q., Qing, Y., & Cui, H. (2023) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 34

Large Language Models in Fault Localisation

Wu, Y., Li, Z., Zhang, J. M., Papadakis, M., Harman, M., & Liu, Y. (2023) · arXiv

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 28

A Study of LLMs’ Preferences for Libraries and Programming Languages

Twist, L., Zhang, J. M., Harman, M., Syme, D., Noppen, J., Yannakoudakis, H., & Nauck, D. (2026) · Findings of the Association for Computational Linguistics: ACL 2026

Software Engineering ResearchTopic Modeling

Cited by 5

TRACE: Evaluating Execution Efficiency of LLM-Based Code Translation

Gong, Z., Sun, Z., Huang, D., Liang, Q., Zhang, J. M., & Hao, D. (2026) · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Software Engineering ResearchNatural Language Processing Techniques

Cited by 1

SWE-Effi: Re-Evaluating Software AI Agent System Effectiveness Under Resource Constraints

Fan, Z., Vasilevski, K., Lin, D., Chen, B., Chen, Y., Zhong, Z., Zhang, J. M., He, P., & Hassan, A. E. (2025) · arXiv

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 0