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Kwok Po NG, Prof

Chair Professor in Mathematics and Chair Professor in Data Science, Department of Mathematics
Dr. Elizabeth K.S. Law Endowed Professor in Data Science, Department of Mathematics
Dean, Office of the Dean of Science
Chair Professor in Mathematics and Chair Professor in Data Science, Department of Computer Science

https://orcid.org/0000-0001-6833-5227

Emailmichael-nghkbu.eduhk

Research activity per year

Chinese Name

吳國寶

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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Dive into the research topics where Kwok Po NG is active. Topic labels come from the works of this scholar.

1 Similar Scholars

1 Curtailed
1 Active
6 Not started
17 Finished

Hyperspectral Image Restoration, Unmixing, and Classification by Low-Rank Tensor Recovery, Nonlocal Self-Similarity, and Deep Priors
NG, K. P. (PI), Gao, L. (PI), Zhuang, L. (CoI), Wu, J. (CoI), Wu, H. (CoI), Wu, Y. (CoI), Sun, X. (CoI) & Zhao, B. (CoI)
1/01/22 → 31/12/25
Project: Research project
Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project

544 Journal article
107 Conference proceeding
12 Chapter
11 Editorial
More

Adaptive sampling with tensor leverage scores for exact low-rank third-order tensor completion
Chen, X., Jiang, T. X., Hu, Y., Yu, J. & Ng, M. K., Feb 2025, In: Applied Mathematical Modelling. 138, 115744.
Research output: Contribution to journal › Journal article › peer-review
AlgoFormer: An Efficient Transformer Framework with Algorithmic Structures
Gao, Y., Zheng, C., Xie, E., Shi, H., Hu, T., Li, Y., Ng, M., Li, Z. & Liu, Z., Jan 2025, In: Transactions on Machine Learning Research. 2025, p. 1-24 24 p.
Research output: Contribution to journal › Journal article › peer-review

Open Access
A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator
Jia, Z., Xiang, Y., Zhao, M., Wu, T. & Ng, M. K., 29 Jan 2025, In: IEEE Transactions on Image Processing. 34, p. 995-1008 14 p.
Research output: Contribution to journal › Journal article › peer-review
1 Citation (Scopus)
A parameter-free two-bit covariance estimator with improved operator norm error rate
Chen, J. & Ng, M. K., Aug 2025, In: Applied and Computational Harmonic Analysis. 78, 20 p., 101774.
Research output: Contribution to journal › Journal article › peer-review
1 Citation (Scopus)
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment
Zuo, Q., Chen, L., Shen, Y., Ng, M.K.-P., Lei, B. & Wang, S., Jan 2025, In: IEEE Transactions on Automation Science and Engineering. 22, p. 5601-5613 13 p.
Research output: Contribution to journal › Journal article › peer-review
8 Citations (Scopus)