Projects per year
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
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Projects
- 9 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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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)
Health and Medical Research Fund
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)
Xiaoi Robot Technology (H.K.) Limited
1/06/19 → 31/05/22
Project: Research
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Hierarchical Latent Tree Analysis for OCCF: Dealing with the Lack of Negative Examples and Beyond
ZHANG, N. L. (PI)
1/09/18 → 31/08/21
Project: Research
Research output
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CannyEdit: Selective Canny Control and Dual-Prompt Guidance for Training-Free Image Editing
Xie, W., Gao, H., Deng, D., Li, K., Liu, A. H., Huang, Y. & Zhang, N. L., 10 May 2026.Research output: Contribution to conference › Conference Paper › peer-review
File4 Downloads (Pure) -
Causal Fine-Tuning under Latent Confounded Shift
Yu, J., Zhou, Y., Li, H., Yu, J., Yang, M., He, Y., ZHANG, N. L., Torr, P. & Silva, R., 6 Jul 2026, Proceedings of the 43rd International Conference on Machine Learning. p. 1-22 22 p. (Proceedings of Machine Learning Research; vol. 306).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search
LI, K., Lewei, Y., Jiannan, W., Tiezheng, Y., Chen, J., BAI, H., Hou, L., Hong, L. & ZHANG, N. L., 23 Apr 2026, International Conference on Learning Representations, ICLR. International Conference on Learning Representations, ICLR, 17 p.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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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. p. 1-22 22 p.Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
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
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