Unveiling Hidden Anomalies: Leveraging SMAC-LSTM for Enhanced Software Log Analysis. - Yicheng Sun; Jacky Keung; Jingyu Zhang; Hi Kuen Yu; Wenqiang Luo; Shuo Liu 020 (COMPSAC, 2024)

Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study. - Shuo Liu 020; Jacky Keung; Zhen Yang 022; Fang Liu 032; Qilin Zhou; Yihan Liao (SANER, 2024)

Co-clustering for Federated Recommender System. - Xinrui He; Shuo Liu 020; Jacky Keung; Jingrui He (WWW, 2024)

Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing. - Pengyu Xue; Linhao Wu; Zhen Yang 022; Zhongxing Yu; Zhi Jin 001; Ge Li 001; Yan Xiao 002; Shuo Liu 020; Xinyi Li; Hongyi Lin; Jingwen Wu (CoRR, 2024)

Co-clustering for Federated Recommender System. - Xinrui He; Shuo Liu 020; Jackey Keung; Jingrui He (CoRR, 2024)

Exploring and Unleashing the Power of Large Language Models in Automated Code Translation. - Zhen Yang 022; Fang Liu 032; Zhongxing Yu; Jacky Wai Keung; Jia Li 011; Shuo Liu 020; Yifan Hong; Xiaoxue Ma; Zhi Jin 001; Ge Li 001 (Proc. ACM Softw. Eng., 2024)

TerGEC: A graph enhanced contrastive approach for program termination analysis. - Shuo Liu 020; Jacky Wai Keung; Zhen Yang 022; Yihan Liao; Yishu Li (Sci. Comput. Program., 2024)

Improving domain-specific neural code generation with few-shot meta-learning. - Zhen Yang 022; Jacky Wai Keung; Zeyu Sun 004; Yunfei Zhao; Ge Li 001; Zhi Jin 001; Shuo Liu 020; Yishu Li (Inf. Softw. Technol., 2024)

SimAC: simulating agile collaboration to generate acceptance criteria in user story elaboration. - Yishu Li; Jacky Keung; Zhen Yang 022; Xiaoxue Ma; Jingyu Zhang; Shuo Liu 020 (Autom. Softw. Eng., 2024)

Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach. - Zhenyu Mao; Jacky Keung; Fengji Zhang; Shuo Liu 020; Yifei Wang; Jialong Li (APSEC, 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 020; Yihan Liao; Jingyu Zhang (COMPSAC, 2025)

Can Mamba Be Better? An Experimental Evaluation of Mamba in Code Intelligence. - Shuo Liu 020; Jacky Keung; Zhen Yang 022; Zhenyu Mao; Yicheng Sun (ASE, 2025)

A Novel Semi-Supervised Model for Generalizing Log Anomaly Detection with Limited Labeled Data. - Yicheng Sun; Jacky Keung; Zhen Yang 022; Shuo Liu 020; Wing Kwong Chan (QRS Companion, 2025)

Exploring continual learning in code intelligence with domain-wise distilled prompts. - Shuo Liu 020; Jacky Keung; Zhen Yang 022; Fang Liu 032; Fengji Zhang; Yicheng Sun (Inf. Softw. Technol., 2025)

SemiSMAC: A semi-supervised framework for log anomaly detection with automated hyperparameter tuning. - Yicheng Sun; Jacky Wai Keung; Zhen Yang 022; Shuo Liu 020; Yihan Liao (Inf. Softw. Technol., 2025)

SemiRALD: A semi-supervised hybrid language model for robust Anomalous Log Detection. - Yicheng Sun; Jacky Wai Keung; Zhen Yang 022; Shuo Liu 020; Hi Kuen Yu (Inf. Softw. Technol., 2025)

Rethinking the effects of data contamination in Code Intelligence. - Zhen Yang 022; Hongyi Lin; Yifan He; Jie Xu; Zeyu Sun 004; Shuo Liu 020; Pengpeng Wang; Zhongxing Yu; Qingyuan Liang (CoRR, 2025)

R2ComSync: Improving Code-Comment Synchronization with In-Context Learning and Reranking. - Zhen Yang 022; Hongyi Lin; Xiao Yu 008; Jacky Wai Keung; Shuo Liu 020; Pak Yuen Patrick Chan; Yicheng Sun; Fengji Zhang (CoRR, 2025)

Towards Requirements Engineering for GenAI-Enabled Software: Bridging Responsibility Gaps through Human Oversight Requirements. - Zhenyu Mao; Jacky Keung; Yicheng Sun; Yifei Wang; Shuo Liu 020; Jialong Li (CoRR, 2025)

An Empirical Study of Parameter-Efficient Fine-Tuning in Code Change Learning and Beyond. - Shuo Liu 020; Jacky Keung; Zhi Jin 001; Zhen Yang 022; Fang Liu 032; Hao Zhang 145 (IEEE Trans. Software Eng., 2026)

Improving anomaly detection in software logs through hybrid language modeling and reduced reliance on parser. - Yicheng Sun; Jacky Keung; Zhen Yang 022; Shuo Liu 020; Hi Kuen Yu (Autom. Softw. Eng., 2026)

R2ComSync: improving code-comment synchronization with in-context learning and reranking. - Zhen Yang 022; Hongyi Lin; Xiao Yu 008; Jacky Wai Keung; Shuo Liu 020; Pak Yuen Patrick Chan; Yicheng Sun; Fengji Zhang (Empir. Softw. Eng., 2026)