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Yihan Liao

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2025
[j4]
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Yihan Liao, Jingyu Zhang, Jacky Keung, Yan Xiao, Yurou Dai:
Advancing autonomous driving system testing: Demands, challenges, and future directions. Inf. Softw. Technol. 187: 107859 (2025)
[j3]
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Yicheng Sun, Jacky Wai Keung, Zhen Yang, Shuo Liu, Yihan Liao:
SemiSMAC: A semi-supervised framework for log anomaly detection with automated hyperparameter tuning. Inf. Softw. Technol. 187: 107869 (2025)
[c10]
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Yihan Liao, Jacky Keung, Zhenyu Mao, Jingyu Zhang, Jialong Li:
FedLAD: A Modular and Adaptive Testbed for Federated Log Anomaly Detection. ACSOS-C 2025: 227-232
[c9]
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Yicheng Sun, Jacky Keung, Yihan Liao, Hi Kuen Yu:
Understanding Industrial Log Analysis: A Multi-Dataset Evaluation of Parsing and Anomaly Detection. APSEC 2025: 491-502
[c8]
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Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun:
PerProb: Indirectly Evaluating Memorization in Large Language Models. APSEC 2025: 737-748
[c7]
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Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun:
Exposing and Defending Membership Leakage in Vulnerability Prediction Models. APSEC 2025: 749-760
[c6]
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Hi Kuen Yu, Jacky Keung, Yicheng Sun, Yihan Liao, Richard Suen:
Towards Lightweight LLM Software Solutions for InsurTech: A Framework for Scalable Question Answering Systems. APSEC 2025: 785-795
[c5]
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Yicheng Sun, Hi Kuen Yu, Jacky Keung, Yuchen Cao, Yihan Liao:
StuLAC: An Adaptive LLM-Driven Framework for Scalable Student Feedback Analysis in Software-Driven Educational Systems. COMPSAC 2025: 121-130
[c4]
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Yicheng Sun, Jacky Keung, Hi Kuen Yu, Shuo Liu, Yihan Liao, Jingyu Zhang:
Beyond Log Parsers: A Scalable AI-Driven Framework for Efficient Log Anomaly Detection in Software Engineering. COMPSAC 2025: 1382-1387
[i5]
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  - journals/corr/abs-2512-08277
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Yihan Liao, Jacky Keung, Zhenyu Mao, Jingyu Zhang, Jialong Li:
FedLAD: A Modular and Adaptive Testbed for Federated Log Anomaly Detection. CoRR abs/2512.08277 (2025)
[i4]
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  - journals/corr/abs-2512-08291
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Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun:
Exposing and Defending Membership Leakage in Vulnerability Prediction Models. CoRR abs/2512.08291 (2025)
[i3]
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  - journals/corr/abs-2512-11887
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Yihan Liao, Jingyu Zhang, Jacky Keung, Yan Xiao, Yurou Dai:
Advancing Autonomous Driving System Testing: Demands, Challenges, and Future Directions. CoRR abs/2512.11887 (2025)
[i2]
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  - journals/corr/abs-2512-14600
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Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun:
PerProb: Indirectly Evaluating Memorization in Large Language Models. CoRR abs/2512.14600 (2025)
2024
[j2]
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Shuo Liu, Jacky Wai Keung, Zhen Yang, Yihan Liao, Yishu Li:
TerGEC: A graph enhanced contrastive approach for program termination analysis. Sci. Comput. Program. 237: 103141 (2024)
[j1]
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  - journals/tr/ZhangKXLLM24
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Jingyu Zhang, Jacky Wai Keung, Yan Xiao, Yihan Liao, Yishu Li, Xiaoxue Ma:
UniAda: Universal Adaptive Multiobjective Adversarial Attack for End-to-End Autonomous Driving Systems. IEEE Trans. Reliab. 73(4): 1892-1906 (2024)
[c3]
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Jingyu Zhang, Jacky Keung, Xiaoxue Ma, Yihan Liao, Yishu Li, Yicheng Sun:
Enhancing the Transferability of Adversarial Attacks for End-to-End Autonomous Driving Systems. APSEC 2024: 171-180
[c2]
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Yishu Li, Jacky Keung, Xiaoxue Ma, Chun Yong Chong, Jingyu Zhang, Yihan Liao:
LLM-Based Class Diagram Derivation from User Stories with Chain-of-Thought Promptings. COMPSAC 2024: 45-50
[c1]
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Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao:
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study. SANER 2024: 465-476
[i1]
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  - journals/corr/abs-2402-06247
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Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao:
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study. CoRR abs/2402.06247 (2024)

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