Shuo Liu

25 papers A* 2A 1B 2C 1Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Empirical Study of Parameter-Efficient Fine-Tuning in Code Change Learning and Beyond.
IEEE Trans. Software Eng.
Shuo Liu, Jacky Keung, Zhi Jin, Zhen Yang, Fang Liu, Hao Zhang
2026 J jnl
Improving anomaly detection in software logs through hybrid language modeling and reduced reliance on parser.
Autom. Softw. Eng.
Yicheng Sun, Jacky Keung, Zhen Yang, Shuo Liu, Hi Kuen Yu
2026 J jnl
R
Empir. Softw. Eng.
Zhen Yang, Hongyi Lin, Xiao Yu, Jacky Wai Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang
2025 — conf
A Novel Semi-Supervised Model for Generalizing Log Anomaly Detection with Limited Labeled Data.
QRS Companion
Yicheng Sun, Jacky Keung, Zhen Yang, Shuo Liu, Wing Kwong Chan
2025 B conf
Beyond Log Parsers: A Scalable AI-Driven Framework for Efficient Log Anomaly Detection in Software Engineering.
COMPSAC
Yicheng Sun, Jacky Keung, Hi Kuen Yu, Shuo Liu, Yihan Liao, Jingyu Zhang
2025 A* conf
Can Mamba Be Better? An Experimental Evaluation of Mamba in Code Intelligence.
ASE
Shuo Liu, Jacky Keung, Zhen Yang, Zhenyu Mao, Yicheng Sun
2025 J jnl
Exploring continual learning in code intelligence with domain-wise distilled prompts.
Inf. Softw. Technol.
Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Fengji Zhang, Yicheng Sun
2025 J jnl
R2ComSync: Improving Code-Comment Synchronization with In-Context Learning and Reranking.
CoRR
Zhen Yang, Hongyi Lin, Xiao Yu, Jacky Wai Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang
2025 J jnl
Rethinking the effects of data contamination in Code Intelligence.
CoRR
Zhen Yang, Hongyi Lin, Yifan He, Jie Xu, Zeyu Sun, Shuo Liu, Pengpeng Wang, Zhongxing Yu, Qingyuan Liang
2025 J jnl
SemiRALD: A semi-supervised hybrid language model for robust Anomalous Log Detection.
Inf. Softw. Technol.
Yicheng Sun, Jacky Wai Keung, Zhen Yang, Shuo Liu, Hi Kuen Yu
2025 J jnl
SemiSMAC: A semi-supervised framework for log anomaly detection with automated hyperparameter tuning.
Inf. Softw. Technol.
Yicheng Sun, Jacky Wai Keung, Zhen Yang, Shuo Liu, Yihan Liao
2025 C conf
Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach.
APSEC
Zhenyu Mao, Jacky Keung, Fengji Zhang, Shuo Liu, Yifei Wang, Jialong Li
2025 J jnl
Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach.
CoRR
Zhenyu Mao, Jacky Keung, Fengji Zhang, Shuo Liu, Yifei Wang, Jialong Li
2025 J jnl
Towards Requirements Engineering for GenAI-Enabled Software: Bridging Responsibility Gaps through Human Oversight Requirements.
CoRR
Zhenyu Mao, Jacky Keung, Yicheng Sun, Yifei Wang, Shuo Liu, Jialong Li
2024 A* conf
Co-clustering for Federated Recommender System.
WWW
Xinrui He, Shuo Liu, Jacky Keung, Jingrui He
2024 J jnl
Co-clustering for Federated Recommender System.
CoRR
Xinrui He, Shuo Liu, Jackey Keung, Jingrui He
2024 A conf
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study.
SANER
Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao
2024 J jnl
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study.
CoRR
Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao
2024 J jnl
Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing.
CoRR
Pengyu Xue, Linhao Wu, Zhen Yang, Zhongxing Yu, Zhi Jin, Ge Li, Yan Xiao, Shuo Liu, Xinyi Li, Hongyi Lin, Jingwen Wu
2024 J jnl
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation.
CoRR
Zhen Yang, Fang Liu, Zhongxing Yu, Jacky Wai Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li
2024 J jnl
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation.
Proc. ACM Softw. Eng.
Zhen Yang, Fang Liu, Zhongxing Yu, Jacky Wai Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li
2024 J jnl
Improving domain-specific neural code generation with few-shot meta-learning.
Inf. Softw. Technol.
Zhen Yang, Jacky Wai Keung, Zeyu Sun, Yunfei Zhao, Ge Li, Zhi Jin, Shuo Liu, Yishu Li
2024 J jnl
SimAC: simulating agile collaboration to generate acceptance criteria in user story elaboration.
Autom. Softw. Eng.
Yishu Li, Jacky Keung, Zhen Yang, Xiaoxue Ma, Jingyu Zhang, Shuo Liu
2024 J jnl
TerGEC: A graph enhanced contrastive approach for program termination analysis.
Sci. Comput. Program.
Shuo Liu, Jacky Wai Keung, Zhen Yang, Yihan Liao, Yishu Li
2024 B conf
Unveiling Hidden Anomalies: Leveraging SMAC-LSTM for Enhanced Software Log Analysis.
COMPSAC
Yicheng Sun, Jacky Keung, Jingyu Zhang, Hi Kuen Yu, Wenqiang Luo, Shuo Liu