Prof. NG, Michael 吳國寶教授
Chair Professor in Mathematics
Chair Professor in Data Science
SIAM Fellow
Chair Professor in Data Science
SIAM Fellow
PhD, Chinese University of Hong Kong
MPhil, University of Hong Kong
BSc, University of Hong Kong
MPhil, University of Hong Kong
BSc, University of Hong Kong
Current Research Interests
Applied and Computational Mathematics, Artificial Intelligence and Machine Learning, Data Science and Scientific Computing
Selected Publications
- T. Jiang, M. Ng, J. Pan, G. Song: Nonnegative low rank tensor approximations with multidimensional image applications. Numerische Mathematik 153(1): 141-170 (2023)
- H. Wu, Y. Yan, M. Ng: Hypergraph Collaborative Network on Vertices and Hyperedges. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3245-3258 (2023)
- J. Chen, M. Ng: Signal Reconstruction from Phase-Only Measurements: Uniqueness Condition, Minimal Measurement Number and Beyond. SIAM J. Appl. Math. 83(4): 1341-1365 (2023)
- Y. Liu, J. Pan, M. Ng: Tucker network: Expressive power and comparison. Neural Networks 160: 63-83 (2023)
- J. Pan, M. Ng: Separable Quaternion Matrix Factorization for Polarization Images. SIAM J. Imaging Sci. 16(3): 1281-1307 (2023)
- L. Zhuang, M. Ng, Y. Liu: Cross-Track Illumination Correction for Hyperspectral Pushbroom Sensor Images Using Low-Rank and Sparse Representations. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023)
- J. Chen, C. Wang, M. Ng, D. Wang: High Dimensional Statistical Estimation Under Uniformly Dithered One-Bit Quantization. IEEE Trans. Inf. Theory 69(8): 5151-5187 (2023)
- T. Jiang, X. Zhao, H. Zhang, M. Ng: Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. 34(2): 932-946 (2023)
- L. Zhuang, M. Ng: FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4702-4716 (2023)
- H. Wu, J. Long, N. Li, D. Yu, M. Ng: Adversarial Auto-encoder Domain Adaptation for Cold-start Recommendation with Positive and Negative Hypergraphs. ACM Trans. Inf. Syst. 41(2): 33:1-33:25 (2023)