Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Bayesian networks
Computer Science / Information Technology - Artificial intelligence
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Artificial intelligence
Computer Science / Information Technology - Machine learning
Position Held
Co-Director of Dual Degree Program in Technology and Management
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, University of British Columbia
1993
PhD in Applied Mathematics, PhD, Beijing Normal University
1989
Fingerprint
Dive into the research topics where Nevin Lianwen ZHANG 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
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)
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
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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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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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Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment
Zhao, Y., Yu, B., Hui, B., Yu, H., Li, M., Huang, F., Zhang, N. L. & Li, Y., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 16776-16789 14 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
7 Citations (Scopus) -
Causal Document-Grounded Dialogue Pre-training
Zhao, Y., Yu, B., Yu, H., Li, B., Li, J., Wang, C., Huang, F., Li, Y. & Zhang, N. L., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 7160-7174 15 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access4 Citations (Scopus) -
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration
Lee, D., Kim, G., Han, J., Hong, T., Kim, Y. R., Choi, S. J. & Zhang, N. L., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 9903-9915 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access1 Citation (Scopus) -
Two-Stage Holistic and Contrastive Explanation of Image Classification
Xie, W., Li, X. H., Lin, Z., Poon, L. K. M., Cao, C. C. & Zhang, N. L., 2023, In: Proceedings of Machine Learning Research. 216, p. 2335-2345 11 p.Research output: Contribution to journal › Conference article published in journal › peer-review
2 Citations (Scopus)
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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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
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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