Adaptive fairness improvement based on causality analysis M Zhang, J Sun Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 31 | 2022 |
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 | 16 | 2023 |
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 | 7 | 2022 |
Resilient Watermarking for LLM-Generated Codes B Li, M Zhang, P Zhang, J Sun, X Wang arXiv preprint arXiv:2402.07518, 2024 | 6 | 2024 |
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 | | |