Prof. CHAN Wing Kwong (陳榮光)

CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models

ZHOU, Q., WEI, Z., WANG, H., JIANG, B. & CHAN, W.-K., Jul 2024, Proceedings of the ACM on Software Engineering. Baresi, L. (ed.). New York, NY: Association for Computing Machinery, p. 2725-2746 22 p. (Proceedings of the ACM on Software Engineering; vol. 1, no. FSE).

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

Improving Interpretable Embeddings for Ad-hoc Video Search with Generative Captions and Multi-word Concept Bank

Wu, J., Ngo, C.-W. & Chan, W.-K., May 2024, ICMR 2024 - Proceedings of the 2024 International Conference on Multimedia Retrieval. Association for Computing Machinery, p. 73-82 (ICMR - Proceedings of the International Conference on Multimedia Retrieval).

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

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. 1095-1100

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

Toward AI-facilitated Learning Cycle in Integration Course Through Pair Programming with AI Agents

Wei, Z., Lee, A. T. L., Lee, V. C. S. & Chan, W.-K., 2024, Proceedings - 2024 36^th International Conference on Software Engineering Education and Training (CSEE&T), CSEE & T 2024. Bollin, A., Bosnić, I., Brings, J., Daun, M. & Manjunath, M. (eds.). Institute of Electrical and Electronics Engineers, Inc., 5 p. (Software Engineering Education Conference, Proceedings).

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

Cone: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding

Hou, Z., Zhong, W., Ji, L., Gao, D., Yan, K., Chan, W.-K. & Ngo, C.-W. & 2 others, Shou, M. Z. & Duan, N., 9 Jul 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics : Volume 1: Long Papers. Toronto: Association for Computational Linguistics, Vol. 1. p. 8013–8028 16 p.

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

Scopus citations: 5

A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models

Zhou, Q., Wei, Z., Wang, H. & Chan, W. K., 2023, Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023. Institute of Electrical and Electronics Engineers, Inc., p. 1790-1794 (Proceedings - IEEE/ACM International Conference on Automated Software Engineering, ASE).

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

Aster: Encoding Data Augmentation Relations into Seed Test Suites for Robustness Assessment and Fuzzing of Data-Augmented Deep Learning Models

Wang, H., Wei, Z., Zhou, Q., Jiang, B. & Chan, W. K., 2023, Proceedings - 2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security: QRS 2023. Institute of Electrical and Electronics Engineers, Inc., p. 370-381 (IEEE International Conference on Software Quality, Reliability and Security, QRS).

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

A study on the impact of pre-trained model on Just-In-Time defect prediction

Guo, Y., Gao, X., Zhang, Z., Chan, W. K. & Jiang, B., 2023, Proceedings - 2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security, QRS 2023. Los Alamitos, Calif.: Institute of Electrical and Electronics Engineers, Inc., p. 105-116 (IEEE International Conference on Software Quality, Reliability and Security, QRS).

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

OAT: An Optimized Android Testing Framework Based on Reinforcement Learning

Du, M., Li, P., Song, L., Chan, W. K. & Jiang, B., 2023, Theoretical Aspects of Software Engineering - 17th International Symposium, TASE 2023, Proceedings. David, C. & Sun, M. (eds.). Springer, Cham, p. 38-58 (Lecture Notes in Computer Science; vol. 13931).

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

Scopus citations: 2

Toward AI-assisted Exercise Creation for First Course in Programming through Adversarial Examples of AI Models

Chan, W. K., Yu, Y. T., Keung, J. W. & Lee, V. C. S., 2023, Proceedings - 2023 IEEE 35th International Conference on Software Engineering Education and Training, CSEE&T 2023. Institute of Electrical and Electronics Engineers, Inc., p. 132-136 (Software Engineering Education Conference, Proceedings; vol. 2023-August).

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

Scopus citations: 2

WasmFuzzer: A Fuzzer for WebAssembly Virtual Machines

Jiang, B., Li, Z., Huang, Y., Zhang, Z. & Chan, W. K., Jul 2022, SEKE 2022 - Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering. KSI Research Inc., p. 537-542 (Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE).

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

Scopus citations: 3