| 2026 | AST | A Unified Benchmark for Out-of-Distribution Detection for Autonomous Driving Systems. | Xiangyu Li, Jingyu Zhang, Jacky Keung, Xiaoxue Ma, Yihan Liao |
| 2026 | COMPSAC | Where Do Expectations Diverge? an Empirical Analysis of Software Engineering Graduate Preparedness in Industry. | Yicheng Sun, Jacky Keung, Hi Kuen Yu, Yihan Liao, Yishu Li, Xiaoxue Ma |
| 2026 | COMPSAC | Designing Psychologically Safe AI Tutors for Students: An Emotion-Aware Post-Hoc Intervention for LLM-Assisted Learning. | Yicheng Sun, Jacky Keung, Hi Kuen Yu, Yihan Liao, Zhenyu Mao, Yishu Li, Xiaoxue Ma |
| 2026 | COMPSAC | Artifact-Constrained Agentic Testing for Black-Box System Testing under Actuarial and Regulatory Constraints. | Hi Kuen Yu, Jacky Keung, Man On Wong, Yicheng Sun, Rachel Samantha Chandra, Yihan Liao, Xiaoxue Ma |
| 2025 | APSEC | PerProb: Indirectly Evaluating Memorization in Large Language Models. | Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun |
| 2025 | APSEC | Exposing and Defending Membership Leakage in Vulnerability Prediction Models. | Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun |
| 2025 | APSEC | Understanding Industrial Log Analysis: A Multi-Dataset Evaluation of Parsing and Anomaly Detection. | Yicheng Sun, Jacky Keung, Yihan Liao, Hi Kuen Yu |
| 2025 | APSEC | Towards Lightweight LLM Software Solutions for InsurTech: A Framework for Scalable Question Answering Systems. | Hi Kuen Yu, Jacky Keung, Yicheng Sun, Yihan Liao, Richard Suen |
| 2025 | COMPSAC | Beyond Log Parsers: A Scalable AI-Driven Framework for Efficient Log Anomaly Detection in Software Engineering. | Yicheng Sun, Jacky Keung, Hi Kuen Yu, Shuo Liu, Yihan Liao, Jingyu Zhang |
| 2025 | COMPSAC | StuLAC: An Adaptive LLM-Driven Framework for Scalable Student Feedback Analysis in Software-Driven Educational Systems. | Yicheng Sun, Hi Kuen Yu, Jacky Keung, Yuchen Cao, Yihan Liao |
| 2024 | APSEC | Enhancing the Transferability of Adversarial Attacks for End-to-End Autonomous Driving Systems. | Jingyu Zhang, Jacky Keung, Xiaoxue Ma, Yihan Liao, Yishu Li, Yicheng Sun |
| 2024 | COMPSAC | LLM-Based Class Diagram Derivation from User Stories with Chain-of-Thought Promptings. | Yishu Li, Jacky Keung, Xiaoxue Ma, Chun Yong Chong, Jingyu Zhang, Yihan Liao |