Prof. KEUNG Wai Jacky (姜煒)
Research Output
- 2024
- 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: 1 - Accepted/In press/Filed
Enhancing the Transferability of Adversarial Attacks for End-to-End Autonomous Driving Systems
ZHANG, J., Keung, J., MA, K. X., LIAO, Y., LI, Y. & SUN, Y., 14 Sept 2024, (Accepted/In press/Filed) 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
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: 1 - 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., 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
- Online 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., 28 Jun 2024, (Online published) In: Software - Practice and Experience.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Online 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., 3 Jun 2024, (Online published) In: IEEE Transactions on Reliability.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
TerGEC: A Graph Enhanced Contrastive Approach for Program Termination Analysis
Liu, S., Keung, J. W., Yang, Z., Liao, Y. & Li, Y., 15 May 2024, (Online published) In: Science of Computer Programming. 103141.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › 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: 1 - 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: 2 - 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: 3 - 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: 13 - 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
- 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
- Published
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study
Liu, S., Keung, J., Yang, Z., Liu, F., Zhou, Q. & Liao, Y., 2024, Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering: SANER 2024. Institute of Electrical and Electronics Engineers, Inc., p. 465-476 (Proceedings - IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study
He, Y., Lin, G., Ma, X., Keung, J. W., Tan, C., Hu, W. & Li, F., 2024, 15th Asia-Pacific Symposium on Internetware (Internetware 2024) - Proceedings. Mei, H., Lv, J., Helal, A., Ma, X., Cheung, S., Zhang, J. & Zhang, T. (eds.). Association for Computing Machinery, p. 85-94 (ACM International Conference Proceeding Series).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Enhancing Valid Test Input Generation with Distribution Awareness for Deep Neural Networks
Zhang, J., Keung, J., Ma, X., Li, X., Xiao, Y., Li, Y. & Chan, W. K., 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. 1095-1100Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
