Adaptive fairness improvement based on causality analysis. - Mengdi Zhang 003; Jun Sun 001 (ESEC/SIGSOFT FSE, 2022)

Which neural network makes more explainable decisions? An approach towards measuring explainability. - Mengdi Zhang 003; Jun Sun 001; Jingyi Wang 004 (Autom. Softw. Eng., 2022)

TestSGD: Interpretable Testing of Neural Networks against Subtle Group Discrimination. - Mengdi Zhang 003; Jun Sun 001; Jingyi Wang 004; Bing Sun (ACM Trans. Softw. Eng. Methodol., 2023)

Resilient Watermarking for LLM-Generated Codes. - Boquan Li 002; Mengdi Zhang 003; Peixin Zhang 001; Jun Sun 001; Xingmei Wang 002 (CoRR, 2024)

LLMScan: Causal Scan for LLM Misbehavior Detection. - Mengdi Zhang 003; Kai Kiat Goh; Peixin Zhang 001; Jun Sun 001 (CoRR, 2024)