Personal profile
Research interests
Computer Science / Information Technology - Artificial intelligence
Computer Science / Information Technology - Machine learning
Position Held
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, University of British Columbia
1993
PhD in Applied Mathematics, PhD, Beijing Normal University
1989
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):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Projects
- 10 Finished
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Deep Multidimensional Clustering
POON, K. M. (CoI) & ZHANG, N. L. (PI)
1/01/21 → 30/06/24
Project: Research
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Multi-modal Emotional Conversation Systems
LEE, D. (CoI), XUE, L. (CoI), ZHANG, N. L. (PI) & TIAN, Z. (CoI)
1/05/20 → 1/05/21
Project: Research
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Multi-modal Emotional Conversation Systems
LEE, D. (CoI), XUE, L. (CoI), ZHANG, N. L. (PI) & TIAN, Z. (CoI)
1/05/20 → 1/05/21
Project: Research
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Data Driven Identification and Classification of Chinese Medicine Syndrome Types among Functional Dyspepsia Patients: Latent Tree Analysis
LIU, X. (PI), YEUNG, W. F. (PI), CHING, J. Y. L. (PI), WU, J.C.-Y. (PI), LEUNG, T. H. (PI), ZHANG, N. L. (CoI), CHEN, S. (PI), CHUNG, V. C. H. (PI) & WU, X. Y. (PI)
1/04/20 → 31/03/22
Project: Research
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HKUST-Xiao-i Joint Laboratory on Machine Learning and Cognitive Reasoning
MAK, B. K. W. (CoI), YEUNG, D. Y. (CoI), LIN, F. (PI), CHEN, L. (CoI) & ZHANG, N. L. (CoI)
1/06/19 → 31/05/22
Project: Research
Research output
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COSDA: Counterfactual-based Susceptibility Risk Framework for Open-Set Domain Adaptation
Wang, W., ZHOU, R., Wang, J., Zhou, Y., Zhu, C., Tang, R., Han, B. & ZHANG, N. L., 13 Jul 2025, Proceedings of Machine Learning Research.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Resilient Test-Time Adaptation by Mitigating Batch-Normalization Overfitting
Zhou, X., Zhang, B., Tian, Z., Zhang, Y., Niu, X., Cheung, K. C., See, S. & Zhang, N. L., 7 Mar 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., 5 p. 10888647. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization
Zhou, X., Tian, Z., Zhang, B., Zhang, Y., Cheung, K. C., See, S., Yang, H., Zhou, Y. & Zhang, N. L., Feb 2025.Research output: Contribution to conference › Conference Paper › peer-review
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一种将中医辨证规则定量化的无监督学习方法: 约束隐结构分析
Translated title of the contribution :Constrained Latent Structure Analysis: An Unsupervised Learning Method for Quantifying Traditional Chinese Medicine Pattern Differentiation Rules Research output: Contribution to journal › Journal Article › peer-review
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约束隐结构建立含主-次症的糖尿病胃肠湿热辨证规则
Translated title of the contribution :Establishing Quantitative Traditional Chinese Medicine Diagnostic Rules of Diabetes Based on Constrained Latent Tree Analysis Research output: Contribution to journal › Journal Article › peer-review
Activities
- 4 Editorial work
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Artificial Intelligence (Journal)
ZHANG, N. L. (Associate Editor)
1 Jan 2018 → 1 Dec 2022Activity: Publication peer-review and editorial work › Editorial work
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Artificial Intelligence Journal (Journal)
ZHANG, N. L. (Editorial Board Member)
1 Jan 2016 → 1 Dec 2017Activity: Publication peer-review and editorial work › Editorial work
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Journal of Approximate Reasoning (IJAR) (Journal)
ZHANG, N. L. (Associate Editor)
1 Jan 2016 → 1 May 2024Activity: Publication peer-review and editorial work › Editorial work
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Sociological Methods and Research (Journal)
ZHANG, N. L. (Reviewer)
1 Jan 2016 → …Activity: Publication peer-review and editorial work › Editorial work