Zhen Yang

According to our database, Zhen Yang authored at least 29 papers between 2020 and 2026.

Collaborative distances:

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

2026

Improving anomaly detection in software logs through hybrid language modeling and reduced reliance on parser.

Yicheng Sun, Jacky Keung, Zhen Yang, Shuo Liu, Hi Kuen Yu

Autom. Softw. Eng., June, 2026

2025

R2ComSync: Improving Code-Comment Synchronization with In-Context Learning and Reranking.

Zhen Yang, Hongyi Lin, Xiao Yu, Jacky Wai Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang

CoRR, October, 2025

Practitioners' Expectations on Log Anomaly Detection.

Xiaoxue Ma, Yishu Li, Jacky Keung, Xiao Yu, Huiqi Zou, Zhen Yang, Federica Sarro, Earl T. Barr

IEEE Trans. Software Eng., September, 2025

A New Benchmark for Evaluating Code Translation with Third-Party Libraries.

Pengyu Xue, Kunwu Zheng, Zhen Yang, Yifei Pei, Linhao Wu, Jiahui Dong, Xiapu Luo, Yan Xiao, Fei Liu, Yuxuan Zhang, Xiran Lyu, Xianhang Li, Xuanyu Zhu, Chengyi Wang

CoRR, September, 2025

ClassEval-T: Evaluating Large Language Models in Class-Level Code Translation.

Pengyu Xue, Linhao Wu, Zhen Yang, Chengyi Wang, Xiang Li, Yuxiang Zhang, Jia Li, Ruikai Jin, Yifei Pei, Zhaoyan Shen, Xiran Lyu, Jacky Wai Keung

Proc. ACM Softw. Eng., 2025

Identifying inconsistent software defect predictions with symmetry metamorphic relation pattern.

Pak Yuen Patrick Chan, Jacky Keung, Zhen Yang

J. Syst. Softw., 2025

Effectiveness of symmetric metamorphic relations on validating the stability of code generation LLM.

Pak Yuen Patrick Chan, Jacky Keung, Zhen Yang

J. Syst. Softw., 2025

SemiRALD: A semi-supervised hybrid language model for robust Anomalous Log Detection.

Yicheng Sun, Jacky Wai Keung, Zhen Yang, Shuo Liu, Hi Kuen Yu

Inf. Softw. Technol., 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

Exploring continual learning in code intelligence with domain-wise distilled prompts.

Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Fengji Zhang, Yicheng Sun

Inf. Softw. Technol., 2025

2024

Automated Commit Message Generation With Large Language Models: An Empirical Study and Beyond.

Pengyu Xue, Linhao Wu, Zhongxing Yu, Zhi Jin, Zhen Yang, Xinyi Li, Zhenyu Yang, Yue Tan

IEEE Trans. Software Eng., December, 2024

SimAC: simulating agile collaboration to generate acceptance criteria in user story elaboration.

Yishu Li, Jacky Keung, Zhen Yang, Xiaoxue Ma, Jingyu Zhang, Shuo Liu

Autom. Softw. Eng., November, 2024

Improving domain-specific neural code generation with few-shot meta-learning.

Zhen Yang, Jacky Wai Keung, Zeyu Sun, Yunfei Zhao, Ge Li, Zhi Jin, Shuo Liu, Yishu Li

Inf. Softw. Technol., February, 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

Exploring and Unleashing the Power of Large Language Models in Automated Code Translation.

Zhen Yang, Fang Liu, Zhongxing Yu, Jacky Wai Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li

Proc. ACM Softw. Eng., 2024

Data preparation for Deep Learning based Code Smell Detection: A systematic literature review.

Fengji Zhang, Zexian Zhang, Jacky Wai Keung, Xiangru Tang, Zhen Yang, Xiao Yu, Wenhua Hu

J. Syst. Softw., 2024

Escalating LLM-based Code Translation Benchmarking into the Class-level Era.

Pengyu Xue, Linhao Wu, Chengyi Wang, Xiang Li, Zhen Yang, Ruikai Jin, Yuxiang Zhang, Jia Li, Yifei Pei, Zhaoyan Shen, Xiran Lyu

CoRR, 2024

Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing.

Pengyu Xue, Linhao Wu, Zhen Yang, Xinyi Li, Zhongxing Yu, Zhi Jin, Ge Li, Yan Xiao, Jingwen Wu

CoRR, 2024

Exploring and Evaluating Hallucinations in LLM-Powered Code Generation.

Fang Liu, Yang Liu, Lin Shi, Houkun Huang, Ruifeng Wang, Zhen Yang, Li Zhang

CoRR, 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

Agile Requirements Engineering in a Distributed Environment: Experiences from the Software Industry During Unprecedented Global Challenges.

Yishu Li, Jacky Keung, Kwabena Ebo Bennin, Xiaoxue Ma, Jingyu Zhang, Zhen Yang

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

2023

On the Significance of Category Prediction for Code-Comment Synchronization.

Zhen Yang, Jacky Wai Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang

ACM Trans. Softw. Eng. Methodol., April, 2023

2022

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.

Fengji Zhang, Xiao Yu, Jacky Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

Inf. Softw. Technol., 2022

CASMS: Combining clustering with attention semantic model for identifying security bug reports.

Xiaoxue Ma, Jacky Keung, Zhen Yang, Xiao Yu, Yishu Li, Hao Zhang

Inf. Softw. Technol., 2022

SEbox4DL: A Modular Software Engineering Toolbox for Deep Learning Models.

Zhengyuan Wei, Haipeng Wang, Zhen Yang, W. K. Chan

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2022

2021

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.

Fengji Zhang, Jacky Keung, Xiao Yu, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

CoRR, 2021

AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features.

Zhen Yang, Jacky Keung, Md. Alamgir Kabir, Xiao Yu, Yutian Tang, Miao Zhang, Shuo Feng

Appl. Soft Comput., 2021

A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts.

Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang

Proceedings of the 29th IEEE/ACM International Conference on Program Comprehension, 2021

2020

Smart Contracts Vulnerability Auditing with Multi-semantics.

Zhen Yang, Jacky Keung, Miao Zhang, Yan Xiao, Yangyang Huang, Tik Hui

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020