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ZHANG Mengdi
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Year
Adaptive fairness improvement based on causality analysis
M Zhang, J Sun
Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022
312022
TestSGD: Interpretable Testing of Neural Networks against Subtle Group Discrimination
M Zhang, J Sun, J Wang, B Sun
ACM Transactions on Software Engineering and Methodology 32 (6), 1-24, 2023
162023
Which neural network makes more explainable decisions? An approach towards measuring explainability
M Zhang, J Sun, J Wang
Automated Software Engineering 29 (2), 39, 2022
72022
Resilient Watermarking for LLM-Generated Codes
B Li, M Zhang, P Zhang, J Sun, X Wang
arXiv preprint arXiv:2402.07518, 2024
62024
LLMScan: Causal Scan for LLM Misbehavior Detection
M Zhang, KK Goh, P Zhang, J Sun
arXiv preprint arXiv:2410.16638, 2024
2024
Towards explainable neural network fairness
M ZHANG
Singapore Management University, 2024
2024
Which neural network makes more explainable decisions? An approach towards measuring explainability.(2022)
M ZHANG, J SUN, J WANG
Automated Software Engineering 29 (2), 1-26, 0
TestSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination.(2023)
M ZHANG, J SUN, J WANG, B SUN
ACM Transactions on Software Engineering and Methodology, 1-23, 0
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