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Mark Harman
Mark Harman
Research Scientist at Meta & Professor of Software Engineering at UCL
在 ucl.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
年份
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
792024
The Role of Software Measurement in Assured LLM-Based Software Engineering
M Harman
Proceedings of the 28th International Conference on Evaluation and …, 2024
2024
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
432024
Speeding up Genetic Improvement via Regression Test Selection
G Guizzo, D Williams, M Harman, J Petke, F Sarro
ACM Transactions on Software Engineering and Methodology, 2024
2024
Enhancing Testing at Meta with Rich-State Simulated Populations
N Alshahwan, A Blasi, K Bojarczuk, A Ciancone, N Gucevska, M Harman, ...
Proceedings of the 46th International Conference on Software Engineering …, 2024
12024
Fairness Improvement with Multiple Protected Attributes: How Far Are We?
Z Chen, JM Zhang, F Sarro, M Harman
Proceedings of the IEEE/ACM 46th International Conference on Software …, 2024
102024
Automated unit test improvement using large language models at meta
N Alshahwan, J Chheda, A Finegenova, B Gokkaya, M Harman, I Harper, ...
arXiv preprint arXiv:2402.09171, 2024
112024
Observation-based unit test generation at Meta
N Alshahwan, M Harman, A Marginean, R Tal, E Wang
arXiv preprint arXiv:2402.06111, 2024
12024
Assured LLM-Based Software Engineering
N Alshahwan, M Harman, I Harper, A Marginean, S Sengupta, E Wang
arXiv preprint arXiv:2402.04380, 2024
42024
Search-based automatic repair for fairness and accuracy in decision-making software
M Hort, JM Zhang, F Sarro, M Harman
Empirical Software Engineering 29 (1), 36, 2024
32024
Mutation analysis for evaluating code translation
G Guizzo, JM Zhang, F Sarro, C Treude, M Harman
Empirical Software Engineering 29 (1), 19, 2024
12024
Keeping mutation test suites consistent and relevant with long-standing mutants
M Ojdanic, M Papadakis, M Harman
Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023
12023
Large language models in fault localisation
Y Wu, Z Li, JM Zhang, M Papadakis, M Harman, Y Liu
arXiv preprint arXiv:2308.15276, 2023
182023
Coco: Testing code generation systems via concretized instructions
M Yan, J Chen, JM Zhang, X Cao, C Yang, M Harman
arXiv preprint arXiv:2308.13319, 2023
52023
LLM is Like a Box of Chocolates: the Non-determinism of ChatGPT in Code Generation
S Ouyang, JM Zhang, M Harman, M Wang
arXiv preprint arXiv:2308.02828, 2023
792023
An Empirical Study on Fairness Improvement with Multiple Protected Attributes
Z Chen, JM Zhang, F Sarro, M Harman
arXiv preprint arXiv:2308.01923, 2023
12023
Who judges the judge: An empirical study on online judge tests
K Liu, Y Han, JM Zhang, Z Chen, F Sarro, M Harman, G Huang, Y Ma
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software …, 2023
62023
Inferring test models from user bug reports using multi-objective search
G Guizzo, F Califano, F Sarro, F Ferrucci, M Harman
Empirical Software Engineering 28 (4), 95, 2023
22023
Model validation using mutated training labels: an exploratory study
JM Zhang, M Harman, B Guedj, ET Barr, J Shawe-Taylor
Neurocomputing 539, 126116, 2023
42023
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
432023
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