Projects per year
Personal profile
Position Held
Co-Director of Risk Management and Business Intelligence Program
Research interests
Computer Science / Information Technology - Artificial intelligence
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, The Hong Kong University of Science and Technology
1996
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 10 Reduced Inequalities -
SDG 13 Climate Action -
SDG 17 Partnerships for the Goals
Fingerprint
Dive into the research topics where James Tin Yau KWOK is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Harnessing the challenges of multi-objective optimization in machine learning
KWOK, J. T. Y. (PI)
1/01/24 → 31/12/26
Project: Research
-
The 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2026)
KWOK, J. T. Y. (PI)
K. C. Wong Education Foundation
9/06/26 → 12/06/26
Project: Research
-
The research of representation learning for large-scale time series data
KWOK, J. T. Y. (CoI) & SHEN, L. (CoI)
Department of Science and Technology of Guangdong Province
11/09/23 → 10/09/25
Project: Research
-
Automating Distributed Machine Learning: Algorithms and System Optimization
KWOK, J. T. Y. (CoPI)
RGC - Collaborative Research Fund
1/03/23 → 28/02/26
Project: Research
-
Time Series Anomaly Detection Using Unsupervised Hierarchical Deep Networks
KWOK, J. T. Y. (PI)
1/01/22 → 30/06/25
Project: Research
Research output
-
Alignment of Diffusion Models: Fundamentals, Challenges, and Future
Liu, B., Shao, S., Li, B., Bai, L., Xu, Z., Xiong, H., KWOK, J. T. Y., Helal, S. & Xie, Z., Jul 2026, In: ACM Computing Surveys. 58, 9, p. 1-37 37 p., 244.Research output: Contribution to journal › Review article › peer-review
Open Access -
Axial-View-Oriented Contrastive Adversarial Training for Robust Point Cloud Recognition
Gui, J., Zhang, Y. X., Cong, X., Yu, B., Gui, Z., Yan Tang, Y. & Tin-Yau Kwok, J., 2026, In: IEEE Transactions on Information Forensics and Security. 21, p. 1332-1346 15 p., 11361180.Research output: Contribution to journal › Journal Article › peer-review
-
Discrete Latent Features Ablate Adversarial Attack: A Robust Prompt Tuning Framework for VLMs
Chen, Y., WEI, Y., KWOK, J. T. Y. & Zhang, Y., 11 Apr 2026, 14th International Conference on Learning Representations, ICLR 2026. International Conference on Learning Representations, ICLR, 26 p.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
-
Dual-balancing for multi-task learning
Lin, B., Jiang, W., Ye, F., Zhang, Y., Chen, P., Chen, Y. C., Liu, S., Tsang, I. W. & Kwok, J. T., Mar 2026, In: Neural Networks. 195, 11 p., 108317.Research output: Contribution to journal › Journal Article › peer-review
6 Link opens in a new tab Citations (Scopus) -
DynamicGTR: Leveraging Graph Topology Representation Preferences to Boost VLM Capabilities on Graph QAs
WEI, Y., Yan, J., Kang, C., Chen, Y., Liu, H., KWOK, J. T. Y. & Zhang, Y., 2026, (Accepted/In press). 11 p.Research output: Contribution to conference › Conference Paper › peer-review
Activities
- 6 Editorial work
-
Artificial Intelligence Journal (Journal)
KWOK, T. Y. (Associate Editor)
1 Jan 2021 → …Activity: Publication peer-review and editorial work › Editorial work
-
IEEE Transactions on Neural Networks and Learning Systems (Journal)
KWOK, T. Y. (Associate Editor)
1 Jan 2020 → 1 Dec 2023Activity: Publication peer-review and editorial work › Editorial work
-
Neural Networks (Journal)
KWOK, T. Y. (Associate Editor)
1 Jan 2020 → 1 Dec 2022Activity: Publication peer-review and editorial work › Editorial work
-
Machine Learning (Journal)
KWOK, T. Y. (Editorial Board Member)
1 Jan 2020 → …Activity: Publication peer-review and editorial work › Editorial work
-
International Journal of Data Science and Analytics (Journal)
KWOK, T. Y. (Associate Editor)
1 Jan 2018 → 1 Dec 2023Activity: Publication peer-review and editorial work › Editorial work
Awards
-
Best Paper Runner-Up, Applied Research Track
KWOK, T. Y. (Recipient), Oct 2022
Prize: Best Paper Award and Prize
-
AI2000 Most Influential Scholar Award Honorable Mention
KWOK, T. Y. (Recipient), Apr 2020
Prize: Honorary Award
-
-