Michael Kwok-Po Ng

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 29

Top Topics

Singular Value Decomposition

Statistical Estimation

Subspace Clustering

Top Venues

Pattern Recognit.

Publications

Hanrui Wu, Andy M. Yip, Jinyi Long, Jia Zhang, Michael Kwok-Po Ng
Simplicial Complex Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Yuguang Yan, Zhihao Xu, Canlin Yang, Jie Zhang, Ruichu Cai, Michael Kwok-Po Ng
An Optimal Transport View for Subspace Clustering and Spectral Clustering. AAAI (2024)
Hanrui Wu, Nuosi Li, Ka Ho Kwok, Xuheng Cai, Jia Zhang, Jinyi Long, Michael Kwok-Po Ng
Feature Matching Machine for Cold-Start Recommendation. IEEE Trans. Serv. Comput. 17 (1) (2024)
Yihang Dong, Xuhang Chen, Yanyan Shen, Michael Kwok-Po Ng, Tao Qian, Shuqiang Wang
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition. CoRR (2024)
Yuguang Yan, Zeqin Yang, Weilin Chen, Ruichu Cai, Zhifeng Hao, Michael Kwok-Po Ng
Exploiting Geometry for Treatment Effect Estimation via Optimal Transport. AAAI (2024)
Junjun Pan, Michael Kwok-Po Ng
Block Diagonalization of Quaternion Circulant Matrices with Applications to Quaternion Tensor Singular Value Decomposition. CoRR (2023)
Yuguang Yan, Hanrui Wu, Yuzhong Ye, Chaoyang Bi, Min Lu, Dapeng Liu, Qingyao Wu, Michael Kwok-Po Ng
Transferable Feature Selection for Unsupervised Domain Adaptation : Extended Abstract. ICDE (2023)
Hanrui Wu, Yuguang Yan, Michael Kwok-Po Ng
Hypergraph Collaborative Network on Vertices and Hyperedges. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Junren Chen, Jonathan Scarlett, Michael Kwok-Po Ng, Zhaoqiang Liu
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing. CoRR (2023)
Michael Kwok-Po Ng, Hanrui Wu, Andy M. Yip
Stability and Generalization of Hypergraph Collaborative Networks. CoRR (2023)
Junren Chen, Yueqi Wang, Michael Kwok-Po Ng
Quantized Low-Rank Multivariate Regression with Random Dithering. CoRR (2023)
Yihang Gao, Michael Kwok-Po Ng
A Momentum Accelerated Adaptive Cubic Regularization Method for Nonconvex Optimization. CoRR (2022)
Yihang Gao, Man-Chung Yue, Michael Kwok-Po Ng
Approximate Secular Equations for the Cubic Regularization Subproblem. CoRR (2022)
William T. Ng, K. Siu, Albert C. Cheung, Michael Kwok-Po Ng
Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer. CoRR (2022)
Junren Chen, Michael Kwok-Po Ng, Di Wang
Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery. CoRR (2022)
Jing Guo, Yu Guo, Qiyu Jin, Michael Kwok-Po Ng, Shuping Wang
Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising. SIAM J. Imaging Sci. 15 (4) (2022)
Junren Chen, Michael Kwok-Po Ng
Uniform Exact Reconstruction of Sparse Signals and Low-rank Matrices from Phase-Only Measurements. CoRR (2022)
Rui Guo, He Ming Yao, Maokun Li, Michael Kwok-Po Ng, Lijun Jiang, Aria Abubakar
Joint Inversion of Audio-Magnetotelluric and Seismic Travel Time Data With Deep Learning Constraint. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Jing Guo, Shuping Wang, Chen Luo, Qiyu Jin, Michael Kwok-Po Ng
Image Denoising by Gaussian Patch Mixture Model and Low Rank Patches. CoRR (2020)
Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng
Constrained low-tubal-rank tensor recovery for hyperspectral images mixed noise removal by bilateral random projections. CoRR (2019)
Wen-Hao Xu, Xi-Le Zhao, Michael Kwok-Po Ng
A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition. CoRR (2019)
Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng
Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections. IGARSS (2019)
Miaomiao Cheng, Liping Jing, Michael Kwok-Po Ng
A Weighted Tensor Factorization Method for Low-Rank Tensor Completion. BigMM (2019)
Qing Cheng, Qiangqiang Yuan, Michael Kwok-Po Ng, Huanfeng Shen, Liangpei Zhang
Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model. IEEE Access 7 (2019)
Chunxiao Liu, Michael Kwok-Po Ng, Tieyong Zeng
Weighted variational model for selective image segmentation with application to medical images. Pattern Recognit. 76 (2018)
You-Wei Wen, Wai-Ki Ching, Michael Kwok-Po Ng
A Semi-smooth Newton Method for Inverse Problem with Uniform Noise. J. Sci. Comput. 75 (2) (2018)
Guojun Gan, Michael Kwok-Po Ng
k-means clustering with outlier removal. Pattern Recognit. Lett. 90 (2017)
Michael Kwok-Po Ng, Qiangqiang Yuan, Li Yan, Jing Sun
An Adaptive Weighted Tensor Completion Method for the Recovery of Remote Sensing Images With Missing Data. IEEE Trans. Geosci. Remote. Sens. 55 (6) (2017)
Yancong Wei, Qiangqiang Yuan, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Michael Kwok-Po Ng
Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening. IGARSS (2017)
Guojun Gan, Michael Kwok-Po Ng
Subspace clustering using affinity propagation. Pattern Recognit. 48 (4) (2015)
Guojun Gan, Michael Kwok-Po Ng
Subspace clustering with automatic feature grouping. Pattern Recognit. 48 (11) (2015)
Jin Xiao, Michael Kwok-Po Ng, Yu-Fei Yang
On the Convergence of Nonconvex Minimization Methods for Image Recovery. IEEE Trans. Image Process. 24 (5) (2015)
Delin Chu, Li-Zhi Liao, Michael Kwok-Po Ng, Xiaoyan Wang
Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons. IEEE Trans. Neural Networks Learn. Syst. 26 (11) (2015)
Hongmin Cai, Peiying Ruan, Michael Kwok-Po Ng, Tatsuya Akutsu
Feature weight estimation for gene selection: a local hyperlinear learning approach. BMC Bioinform. 15 (2014)
Hongmin Cai, Michael Kwok-Po Ng
Optimal Combination of Feature Weight Learning and Classification Based on Local Approximation. ICDKE (2012)
Michael Kwok-Po Ng, Xutao Li, Yunming Ye
MultiRank: co-ranking for objects and relations in multi-relational data. KDD (2011)
Shuqin Zhang, Morihiro Hayashida, Tatsuya Akutsu, Wai-Ki Ching, Michael Kwok-Po Ng
Algorithms for Finding Small Attractors in Boolean Networks. EURASIP J. Bioinform. Syst. Biol. 2007 (2007)
Nirmal K. Bose, Michael Kwok-Po Ng, Andy C. Yau
A Fast Algorithm for Image Super-Resolution from Blurred Observations. EURASIP J. Adv. Signal Process. 2006 (2006)
Raymond H. Chan, Wai-Ki Ching, Franklin T. Luk, Michael Kwok-Po Ng
Structured matrices with applications. Numer. Linear Algebra Appl. 12 (2-3) (2005)
Henry Y. T. Ngan, Grantham K. H. Pang, S. P. Yung, Michael Kwok-Po Ng
Wavelet based methods on patterned fabric defect detection. Pattern Recognit. 38 (4) (2005)
Andy C. Yau, Nirmal K. Bose, Michael Kwok-Po Ng
Super-resolution image restoration from blurred observations. ISCAS (6) (2005)
Pierre Kornprobst, Ronald R. Peeters, Mila Nikolova, Rachid Deriche, Michael Kwok-Po Ng, Paul Van Hecke
A Superresolution Framework for fMRI Sequences and Its Impact on Resulting Activation Maps. MICCAI (2) (2003)
Raymond H. Chan, Michael Kwok-Po Ng
Fast Iterative Solvers for Toeplitz-Plus-Band Systems. SIAM J. Sci. Comput. 14 (5) (1993)