Grundy, John

Large Language Models for Software Engineering: A Systematic Literature Review

Hou, X., Zhao, Y., Liu, Y., Yang, Z., Wang, K., Li, L., Luo, X., Lo, D., Grundy, J., & Wang, H. (2024) · ACM Transactions on Software Engineering and Methodology

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 1,029

A survey on deep learning for software engineering

Yang, Y., Xia, X., Lo, D., & Grundy, J. (2022) · ACM Computing Surveys

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 223

Operationalising ethics in artificial intelligence for healthcare: a framework for AI developers

Solanki, P., Grundy, J., & Hussain, W. (2023) · AI and Ethics

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 157

An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models

Jiarpakdee, J., Tantithamthavorn, C. K., Dam, H. K., & Grundy, J. (2022) · IEEE Transactions on Software Engineering

Software Engineering ResearchExplainable Artificial Intelligence (XAI)

Cited by 148

Requirements engineering for artificial intelligence systems: A systematic mapping study

Ahmad, K., Abdelrazek, M., Arora, C., Bano, M., & Grundy, J. (2023) · Information and Software Technology

Software Engineering Techniques and PracticesAdvanced Software Engineering Methodologies

Cited by 132

Large Language Models for Software Engineering: A Systematic Literature Review

Hou, X., Zhao, Y., Liu, Y., Yang, Z., Wang, K., Li, L., Luo, X., Lo, D., Grundy, J., & Wang, H. (2023) · arXiv

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 114

Improving automated documentation to code traceability by combining retrieval techniques

Chen, X., & Grundy, J. (2011) · 2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011)

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 50

Emerging technologies in higher education assessment and feedback practices: A systematic literature review

Sembey, R., Hoda, R., & Grundy, J. (2024) · Journal of Systems and Software

Online Learning and AnalyticsArtificial Intelligence in Education

Cited by 49

The Emotional Roller Coaster of Responding to Requirements Changes in Software Engineering

Madampe, K., Hoda, R., & Grundy, J. (2023) · IEEE Transactions on Software Engineering

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 33

Emotion-Centric Requirements Change Handling in Software Engineering

Madampe, K., Hoda, R., & Grundy, J. (2022) · arXiv

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 32

A Framework for Emotion-Oriented Requirements Change Handling in Agile Software Engineering

Madampe, K., Hoda, R., & Grundy, J. (2023) · IEEE Transactions on Software Engineering

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 32

Emotimonitor: A Trello power-up to capture and monitor emotions of Agile teams

El-Migid, M.-A. A., Cai, D., Niven, T., Vo, J., Madampe, K., Grundy, J., & Hoda, R. (2022) · Journal of Systems and Software

Software Engineering Techniques and PracticesEmotion and Mood Recognition

Cited by 31

Knowledge Graphing Git Repositories: A Preliminary Study

Zhao, Y., Wang, H., Ma, L., Liu, Y., Li, L., & Grundy, J. (2019) · 2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER)

Software Engineering ResearchData Visualization and Analytics

Cited by 14

RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation

Wang, Y., Wang, Y., Wang, S., Guo, D., Chen, J., Grundy, J., Liu, X., Ma, Y., Mao, M., Zhang, H., et al. (2026) · IEEE Transactions on Software Engineering

Software Engineering ResearchNatural Language Processing Techniques

Cited by 12

BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution

Zhuo, T. Y., Jin, X., Liu, H., Jiang, J., Liu, T., Gong, C., Bishnoi, B., Mishra, V., Suppa, M., Ziems, N., et al. (2025) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 0