Prof. KEUNG Wai Jacky (姜煒)
Research Output
- 2025
- Published
Large language model ChatGPT versus small deep learning models for self-admitted technical debt detection: Why not together?
Li, J., Li, L., Liu, J., Yu, X., Liu, X. & Keung, J. W., Jan 2025, In: Software - Practice and Experience. 55, 1, p. 3-28Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations
Ma, X., Zou, H., He, P., Keung, J., Li, Y., Yu, X. & Sarro, F., Jan 2025, In: IEEE Transactions on Software Engineering. 51, 1, p. 243-261Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2024
- Online published
Effectiveness of Symmetric Metamorphic Relations on Validating the Stability of code generation LLM
Chan, P. Y. P., Keung, J. & Yang, Z., Apr 2025, In: The Journal of Systems and Software. 222, 112330.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Presented
Enhancing the Transferability of Adversarial Attacks for End-to-End Autonomous Driving Systems
Zhang, J., Keung, J., Ma, X., Liao, Y., Li, Y. & Sun, Y., 5 Dec 2024, (Presented) 31st Asia-Pacific Software Engineering Conference (APSEC 2024).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?
Yu, X., Liu, L., Hu, X., Keung, J. W., Liu, J. & Xia, X., Dec 2024, In: IEEE Transactions on Software Engineering. 50, 12, p. 3435-3453Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
UniAda: Universal Adaptive Multiobjective Adversarial Attack for End-to-End Autonomous Driving Systems
Zhang, J., Keung, J. W., Xiao, Y., Liao, Y., Li, Y. & Ma, X., Dec 2024, In: IEEE Transactions on Reliability. 73, 4, p. 1892-1906Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Validating pretrained language models for content quality classification with semantic-preserving metamorphic relations
Chan, P. Y. P. & Keung, J., Dec 2024, In: Natural Language Processing Journal. 9, 8 p., 100114.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
SimAC: Simulating Agile Collaboration to Generate Acceptance Criteria in User Story Elaboration
Li, Y., Keung, J., Yang, Z., Ma, X., Zhang, J. & Liu, S., Nov 2024, In: Automated Software Engineering. 31, 2, 55.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Data Preparation for Deep Learning based Code Smell Detection: A Systematic Literature Review
Zhang, F., Zhang, Z., Keung, J. W., Tang, X., Yang, Z., Yu, X. & Hu, W., Oct 2024, In: Journal of Systems and Software. 216, 112131.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
TerGEC: A Graph Enhanced Contrastive Approach for Program Termination Analysis
Liu, S., Keung, J. W., Yang, Z., Liao, Y. & Li, Y., Oct 2024, In: Science of Computer Programming. 237, 103141.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Practitioners' Expectations on Automated Test Generation
Yu, X., Liu, L., Hu, X., Keung, J., Xia, X. & Lo, D., Sept 2024, ISSTA 2024: Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis. Association for Computing Machinery, p. 1618-1630 (ISSTA - Proceedings of ACM SIGSOFT International Symposium on Software Testing and Analysis).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - Published
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation
YANG, Z., LIU, F., YU, Z., KEUNG, J. W., LI, J., LIU, S. & HONG, Y. & 3 others, , Jul 2024, In: Proceedings of the ACM on Software Engineering. 1, FSE, 71.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Unveiling Hidden Anomalies: Leveraging SMAC-LSTM for Enhanced Software Log Analysis
Sun, Y., Keung, J., Zhang, J., Yu, H. K., Luo, W. & Liu, S., Jul 2024, Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024. Shahriar, H., Ohsaki, H., Sharmin, M., Towey, D., Majumder, A. J. A., Hori, Y., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). Los Alamitos, Calif.: Institute of Electrical and Electronics Engineers, Inc., p. 1178-1183 6 p. (Proceedings - IEEE Annual Computers, Software, and Applications Conference, COMPSAC ).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Co-clustering for Federated Recommender System
He, X., Liu, S., Keung, J. & He, J., May 2024, WWW '24: Proceedings of the ACM on Web Conference 2024. Association for Computing Machinery, p. 3821-3832Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - Published
A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering
Ma, X., Keung, J., He, P., Xiao, Y., Yu, X. & Li, Y., Feb 2024, In: IEEE Transactions on Industrial Informatics. 20, 2, p. 1687-1697 12 p., 10138120.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Improving domain-specific neural code generation with few-shot meta-learning
Yang, Z., Keung, J. W., Sun, Z., Zhao, Y., Li, G., Jin, Z. & LIU, S. & 1 others, , Feb 2024, In: Information and Software Technology. 166, 107365.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Improving effort-aware defect prediction by directly learning to rank software modules
Yu, X., Rao, J., Liu, L., Lin, G., Hu, W., Keung, J. W. & Zhou, J. & 1 others, , Jan 2024, In: Information and Software Technology. 165, 107250.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13 - Published
Improving the undersampling technique by optimizing the termination condition for software defect prediction
Feng, S., Keung, J., Xiao, Y., Zhang, P., Yu, X. & Cao, X., Jan 2024, In: Expert Systems with Applications. 235, 121084.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 21 - Published
Agile Requirements Engineering in a Distributed Environment: Experiences from the Software Industry during Unprecedented Global Challenges
Li, Y., Keung, J., Bennin, K. E., Ma, X., Zhang, J. & Yang, Z., 2024, Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference. Shahriar, H., Ohsaki, H. & Sharmin, M. (eds.). Institute of Electrical and Electronics Engineers, Inc., p. 682-691Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
A Symmetric Metamorphic Relations Approach Supporting LLM for Education Technology
Chan, P. Y. P. & Keung, J., 2024, Proceedings - 2024 International Symposium on Educational Technology: ISET 2024. Institute of Electrical and Electronics Engineers, Inc., p. 39-43 (Proceedings - International Symposium on Educational Technology, ISET).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
