Yihan Liao

According to our database, Yihan Liao authored at least 17 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

UniAda: Universal Adaptive Multi-objective Adversarial Attack for End-to-End Autonomous Driving Systems.

Jingyu Zhang, Jacky Wai Keung, Yan Xiao, Yihan Liao, Yishu Li, Xiaoxue Ma

CoRR, April, 2026

Empirical Insights of Test Selection Metrics under Multiple Testing Objectives and Distribution Shifts.

Jingyu Zhang, Fan Wang, Jacky Keung, Yihan Liao, Yan Xiao, Lei Ma

CoRR, April, 2026

Trusting AI to detect AI? A systematic evaluation of the reliability and robustness of current AIGC detection tools for student academic work.

Yicheng Sun, Yihan Liao, Xiaoxue Ma

Comput. Educ., 2026

2025

SemiSMAC: A semi-supervised framework for log anomaly detection with automated hyperparameter tuning.

Yicheng Sun, Jacky Wai Keung, Zhen Yang, Shuo Liu, Yihan Liao

Inf. Softw. Technol., 2025

Advancing autonomous driving system testing: Demands, challenges, and future directions.

Yihan Liao, Jingyu Zhang, Jacky Keung, Yan Xiao, Yurou Dai

Inf. Softw. Technol., 2025

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

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

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

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

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

Proceedings of the 32nd Asia-Pacific Software Engineering Conference, 2025

Understanding Industrial Log Analysis: A Multi-Dataset Evaluation of Parsing and Anomaly Detection.

Yicheng Sun, Jacky Keung, Yihan Liao, Hi Kuen Yu

Proceedings of the 32nd Asia-Pacific Software Engineering Conference, 2025

Exposing and Defending Membership Leakage in Vulnerability Prediction Models.

Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun

Proceedings of the 32nd Asia-Pacific Software Engineering Conference, 2025

PerProb: Indirectly Evaluating Memorization in Large Language Models.

Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun

Proceedings of the 32nd Asia-Pacific Software Engineering Conference, 2025

FedLAD: A Modular and Adaptive Testbed for Federated Log Anomaly Detection.

Yihan Liao, Jacky Keung, Zhenyu Mao, Jingyu Zhang, Jialong Li

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2025

2024

UniAda: Universal Adaptive Multiobjective Adversarial Attack for End-to-End Autonomous Driving Systems.

Jingyu Zhang, Jacky Wai Keung, Yan Xiao, Yihan Liao, Yishu Li, Xiaoxue Ma

IEEE Trans. Reliab., December, 2024

TerGEC: A graph enhanced contrastive approach for program termination analysis.

Shuo Liu, Jacky Wai Keung, Zhen Yang, Yihan Liao, Yishu Li

Sci. Comput. Program., 2024

Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study.

Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao

Proceedings of the IEEE International Conference on Software Analysis, 2024

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

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

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

Proceedings of the 31st Asia-Pacific Software Engineering Conference, 2024