Deep Probabilistic Reasoning and Statistical Analysis Using Deep-Learning – Phase 2 - RMGS - Research output

2025

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

XUE, P. (Co-first Author), WU, L. (Co-first Author), YANG, Z., WANG, C., LI, X., ZHANG, Y., LI, J., JIN, R., PEI, Y., SHEN, Z., LYU, X. & KEUNG, J. W., Jul 2025, Proceedings of the ACM on Software Engineering. Baresi, L. (ed.). ISSTA ed. Association for Computing Machinery, Vol. 2. p. 1421-1444 ISSTA063. (Proceedings of the ACM on Software Engineering; vol. 2).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Open Access

StuLAC: An Adaptive LLM-Driven Framework for Scalable Student Feedback Analysis in Software-Driven Educational Systems

Sun, Y., Yu, H. K., Keung, J., Cao, Y. & Liao, Y., 2025, 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 121-130 (IEEE Annual International Computer Software and Applications Conference (COMPSAC)).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

2024

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.). IEEE, p. 682-691

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

2 Citations (Scopus)

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.-C., 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

1 Citation (Scopus)

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.). IEEE, p. 1095-1100

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

1 Citation (Scopus)

Integrating Generative AI in Software Engineering Education: Practical Strategies

LI, Y., Keung, J. & MA, K. X., 2024, Proceedings - 2024 International Symposium on Educational Technology: ISET 2024. IEEE, p. 49-53

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

2 Citations (Scopus)

LLM-based Class Diagram Derivation from User Stories with Chain-of-Thought Promptings

Li, Y., Keung, J., Ma, X., Chong, C. Y., Zhang, J. & Liao, Y., 2024, Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024. IEEE, p. 45-50 (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

3 Citations (Scopus)

Practitioners' Expectations on Code Smell Detection

Zhang, Z., Yin, S., Wei, W., Ma, X., Keung, J. W., Li, F. & Hu, W., 2024, Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC 2024). IEEE, p. 1324-1333 (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

1 Citation (Scopus)

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.: IEEE, 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

2 Citations (Scopus)

2023

Towards Requirements Engineering Activities for Machine Learning-enabled FinTech Applications

LI, Y., Keung, J., Bennin, K. E., Ma, X., Huang, Y. & Zhang, J., Dec 2023, Proceedings - 2023 30th Asia-Pacific Software Engineering Conference: APSEC 2023. IEEE, p. 121-130

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

1 Citation (Scopus)

Deep Probabilistic Reasoning and Statistical Analysis Using Deep-Learning – Phase 2 - RMGS

Research output

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