Projects per year
Personal profile
Position Held
Co-Director of Risk Management and Business Intelligence Program
Research interests
Computer Science / Information Technology - Artificial intelligence
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):
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, The Hong Kong University of Science and Technology
1996
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.
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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
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Harnessing the challenges of multi-objective optimization in machine learning
KWOK, J. T. Y. (PI)
1/01/24 → 31/12/26
Project: Research
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Automating Distributed Machine Learning: Algorithms and System Optimization
KWOK, J. T. Y. (CoPI)
1/03/23 → 28/02/26
Project: Research
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The 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2026)
KWOK, J. T. Y. (PI)
9/06/26 → 12/06/26
Project: Research
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The research of representation learning for large-scale time series data
KWOK, J. T. Y. (CoI) & SHEN, L. (CoI)
11/09/23 → 10/09/25
Project: Research
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Time Series Anomaly Detection Using Unsupervised Hierarchical Deep Networks
KWOK, J. T. Y. (PI)
1/01/22 → 30/06/25
Project: Research
Research output
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ColorVein: Colorful Cancelable Vein Biometrics
Wang, Y., Gui, J., Shi, X., Gui, L., Tang, Y. Y. & Kwok, J. T. Y., 2025, In: IEEE Transactions on Information Forensics and Security. 20, p. 4943-4955 13 p.Research output: Contribution to journal › Journal Article › peer-review
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Curriculum-aware Training for Discriminating Molecular Property Prediction Models
YANG, H., YAO, Q. & KWOK, T. Y., Apr 2025.Research output: Contribution to conference › Conference Paper › peer-review
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EMOVA: Empowering language models to see, hear and speak with vivid emotions
XU, H., HOU, L., GOU, Y., HUANG, R., LIU, Z., TAN, D., XU, J., WANG, C., ZHU, Y., ZENG, Y., YANG, K., CHEN, K., XIANG, K., LI, H., BAI, H., WANG, D., HAN, J., LI, X., XIE, N. & JIN, W. & 11 others, , Jun 2025, p. 5455-5466.Research output: Contribution to conference › Conference Paper › peer-review
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Improving Fast Adversarial Training via Self-Knowledge Guidance
Jiang, C., Wang, J., Dong, M., Gui, J., Shi, X., Cao, Y., Tang, Y. Y. & Kwok, J. T. Y., 2025, In: IEEE Transactions on Information Forensics and Security. 20, p. 3772-3787 16 p.Research output: Contribution to journal › Journal Article › peer-review
4 Citations (Scopus) -
Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization
YANG, H. & KWOK, T. Y., Apr 2025.Research output: Contribution to conference › Conference Paper › peer-review
Activities
- 8 Editorial work
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Artificial Intelligence Journal (Journal)
KWOK, T. Y. (Associate Editor)
1 Jan 2021 → …Activity: Publication peer-review and editorial work › Editorial work
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Neural Networks (Journal)
KWOK, T. Y. (Associate Editor)
1 Jan 2020 → 1 Dec 2022Activity: Publication peer-review and editorial work › Editorial work
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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
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IEEE Transactions on Neural Networks and Learning Systems (Journal)
KWOK, T. Y. (Associate Editor)
1 Jan 2020 → 1 Jan 2023Activity: Publication peer-review and editorial work › Editorial work
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Machine Learning (Journal)
KWOK, T. Y. (Editorial Board Member)
1 Jan 2020 → …Activity: Publication peer-review and editorial work › Editorial work
Awards
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Best Paper Runner-Up, Applied Research Track
KWOK, T. Y. (Recipient), Oct 2022
Prize: Best Paper Award and Prize
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AI2000 Most Influential Scholar Award Honorable Mention
KWOK, T. Y. (Recipient), Apr 2020
Prize: Honorary Award
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