Michael Kwok-Po Ng

67 papers A* 4C 2Journal 56Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative AI Empowers Brain-Computer Interfaces: A Review-Perspective on Technical Realities and Future Visions.
IEEE Trans. Consumer Electron.
Shuqiang Wang, Yi Guo, Yihang Dong, Yanyan Shen, Zhiguo Zhang, Albert C. Cheung, Jiangbo Pu, Sheng-hua Zhong, Raymond Kai-Yu Tong, Ye Li, Michael Kwok-Po Ng, Kim-Fung Tsang, Guanhua Ren
2026 J jnl
Quaternion adaptive approximation normalization graph guided implicit low rank for robust matrix completion.
Pattern Recognit.
Yu Guo, Yi Liu, Guoqing Chen, Tieyong Zeng, Qiyu Jin, Michael Kwok-Po Ng
2026 J jnl
RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with Large Language Models.
CoRR
Xiao Feng, Bo Han, Zhanke Zhou, Jiaqi Fan, Jiangchao Yao, Ka Ho Li, Dahai Yu, Michael Kwok-Po Ng
2026 J jnl
Tensor Object Recognition Using Optimized Projection-Based Support Tensor Machine.
IEEE Trans. Consumer Electron.
Chi Zhang, Changhong Jing, Yihang Dong, Yanyan Shen, Min Gan, Guoheng Huang, Michael Kwok-Po Ng, Kim-Fung Tsang, Shuqiang Wang
2026 J jnl
Unified Brain Network Representation Learning via Adaptive Multimodal Fusion for Alzheimer's Disease Analysis.
IEEE Trans. Emerg. Top. Comput. Intell.
Hongjie Jiang, Yongcheng Zong, Guoheng Huang, Sibo Qiao, Shanshan Wang, Peipeng Liang, Michael Kwok-Po Ng, Shuqiang Wang
2025 J jnl
A Pre-trained Framework for Multilingual Brain Decoding Using Non-invasive Recordings.
CoRR
Yi Guo, Yihang Dong, Michael Kwok-Po Ng, Shuqiang Wang
2025 J jnl
BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment.
IEEE Trans Autom. Sci. Eng.
Qiankun Zuo, Ling Chen, Yanyan Shen, Michael Kwok-Po Ng, Baiying Lei, Shuqiang Wang
2025 J jnl
ConnectomeDiffuser: Generative AI Enables Brain Network Construction From Diffusion Tensor Imaging.
IEEE Trans. Consumer Electron.
Xuhang Chen, Yanyan Shen, Mufti Mahmud, Michael Kwok-Po Ng, Kim-Fung Tsang, Shanshan Wang, Chi-Man Pun, Shuqiang Wang
2025 J jnl
ConnectomeDiffuser: Generative AI Enables Brain Network Construction from Diffusion Tensor Imaging.
CoRR
Xuhang Chen, Michael Kwok-Po Ng, Kim-Fung Tsang, Chi-Man Pun, Shuqiang Wang
2025 J jnl
Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features.
IEEE Trans. Inf. Forensics Secur.
Tianchi Liao, Lele Fu, Lei Zhang, Lei Yang, Chuan Chen, Michael Kwok-Po Ng, Huawei Huang, Zibin Zheng
2025 J jnl
Quaternion Nuclear Norm Minus Frobenius Norm Minimization for color image reconstruction.
Pattern Recognit.
Yu Guo, Guoqing Chen, Tieyong Zeng, Qiyu Jin, Michael Kwok-Po Ng
2025 J jnl
Quaternion Nuclear Norms Over Frobenius Norms Minimization for Robust Matrix Completion.
CoRR
Yu Guo, Guoqing Chen, Tieyong Zeng, Qiyu Jin, Michael Kwok-Po Ng
2025 J jnl
Quaternion deep matrix factorization and non-local Laplacian regularization for matrix completion.
Knowl. Based Syst.
Yu Guo, Guoqing Chen, Qiyu Jin, Tieyong Zeng, Michael Kwok-Po Ng
2025 J jnl
SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-Sampling From a Single Image.
IEEE Trans. Emerg. Top. Comput. Intell.
Bowen Hu, Weiheng Yao, Sibo Qiao, Hieu Pham, Shuqiang Wang, Michael Kwok-Po Ng
2025 J jnl
Solving Quadratic Systems With Full-Rank Matrices Using Sparse or Generative Priors.
IEEE Trans. Signal Process.
Junren Chen, Michael Kwok-Po Ng, Zhaoqiang Liu
2025 J jnl
Sparse Aerial Ground Height Recovery Using Normalized Weighted Nonlocal Laplacian.
IEEE Trans. Instrum. Meas.
Yu Guo, Caiying Wu, Xi-Le Zhao, Qiyu Jin, Guoqing Chen, Michael Kwok-Po Ng
2024 J jnl
A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yongcheng Zong, Qiankun Zuo, Michael Kwok-Po Ng, Baiying Lei, Shuqiang Wang
2024 A* conf
An Optimal Transport View for Subspace Clustering and Spectral Clustering.
AAAI
Yuguang Yan, Zhihao Xu, Canlin Yang, Jie Zhang, Ruichu Cai, Michael Kwok-Po Ng
2024 J jnl
Enhancing cross-subject emotion recognition precision through unimodal EEG: a novel emotion preceptor model.
Brain Informatics
Yihang Dong, Changhong Jing, Mufti Mahmud, Michael Kwok-Po Ng, Shuqiang Wang
2024 A* conf
Exploiting Geometry for Treatment Effect Estimation via Optimal Transport.
AAAI
Yuguang Yan, Zeqin Yang, Weilin Chen, Ruichu Cai, Zhifeng Hao, Michael Kwok-Po Ng
2024 J jnl
FastHGNN: A New Sampling Technique for Learning with Hypergraph Neural Networks.
ACM Trans. Knowl. Discov. Data
Fengcheng Lu, Michael Kwok-Po Ng
2024 J jnl
Feature Matching Machine for Cold-Start Recommendation.
IEEE Trans. Serv. Comput.
Hanrui Wu, Nuosi Li, Ka Ho Kwok, Xuheng Cai, Jia Zhang, Jinyi Long, Michael Kwok-Po Ng
2024 — conf
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition.
NCAA (3)
Yihang Dong, Xuhang Chen, Yanyan Shen, Michael Kwok-Po Ng, Tao Qian, Shuqiang Wang
2024 J jnl
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition.
CoRR
Yihang Dong, Xuhang Chen, Yanyan Shen, Michael Kwok-Po Ng, Tao Qian, Shuqiang Wang
2024 J jnl
Optimal-Transport-Based Positive and Unlabeled Learning Method for Windshear Detection.
Remote. Sens.
Jie Zhang, Pak-Wai Chan, Michael Kwok-Po Ng
2024 J jnl
Quaternion Nuclear Norm minus Frobenius Norm Minimization for color image reconstruction.
CoRR
Yu Guo, Guoqing Chen, Tieyong Zeng, Qiyu Jin, Michael Kwok-Po Ng
2024 J jnl
Robust Instance Optimal Phase-Only Compressed Sensing.
CoRR
Junren Chen, Zhaoqiang Liu, Michael Kwok-Po Ng, Jonathan Scarlett
2024 J jnl
Simplicial Complex Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Hanrui Wu, Andy M. Yip, Jinyi Long, Jia Zhang, Michael Kwok-Po Ng
2023 J jnl
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing.
CoRR
Junren Chen, Jonathan Scarlett, Michael Kwok-Po Ng, Zhaoqiang Liu
2023 J jnl
Block Diagonalization of Quaternion Circulant Matrices with Applications to Quaternion Tensor Singular Value Decomposition.
CoRR
Junjun Pan, Michael Kwok-Po Ng
2023 J jnl
Hypergraph Collaborative Network on Vertices and Hyperedges.
IEEE Trans. Pattern Anal. Mach. Intell.
Hanrui Wu, Yuguang Yan, Michael Kwok-Po Ng
2023 J jnl
Quantized Low-Rank Multivariate Regression with Random Dithering.
CoRR
Junren Chen, Yueqi Wang, Michael Kwok-Po Ng
2023 J jnl
Stability and Generalization of Hypergraph Collaborative Networks.
CoRR
Michael Kwok-Po Ng, Hanrui Wu, Andy M. Yip
2023 A* conf
Transferable Feature Selection for Unsupervised Domain Adaptation : Extended Abstract.
ICDE
Yuguang Yan, Hanrui Wu, Yuzhong Ye, Chaoyang Bi, Min Lu, Dapeng Liu, Qingyao Wu, Michael Kwok-Po Ng
2022 J jnl
A Momentum Accelerated Adaptive Cubic Regularization Method for Nonconvex Optimization.
CoRR
Yihang Gao, Michael Kwok-Po Ng
2022 J jnl
Approximate Secular Equations for the Cubic Regularization Subproblem.
CoRR
Yihang Gao, Man-Chung Yue, Michael Kwok-Po Ng
2022 J jnl
Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer.
CoRR
William T. Ng, K. Siu, Albert C. Cheung, Michael Kwok-Po Ng
2022 J jnl
Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising.
SIAM J. Imaging Sci.
Jing Guo, Yu Guo, Qiyu Jin, Michael Kwok-Po Ng, Shuping Wang
2022 J jnl
Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery.
CoRR
Junren Chen, Michael Kwok-Po Ng, Di Wang
2022 J jnl
Uniform Exact Reconstruction of Sparse Signals and Low-rank Matrices from Phase-Only Measurements.
CoRR
Junren Chen, Michael Kwok-Po Ng
2021 J jnl
Joint Inversion of Audio-Magnetotelluric and Seismic Travel Time Data With Deep Learning Constraint.
IEEE Trans. Geosci. Remote. Sens.
Rui Guo, He Ming Yao, Maokun Li, Michael Kwok-Po Ng, Lijun Jiang, Aria Abubakar
2020 J jnl
Image Denoising by Gaussian Patch Mixture Model and Low Rank Patches.
CoRR
Jing Guo, Shuping Wang, Chen Luo, Qiyu Jin, Michael Kwok-Po Ng
2019 J jnl
A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition.
CoRR
Wen-Hao Xu, Xi-Le Zhao, Michael Kwok-Po Ng
2019 — conf
A Weighted Tensor Factorization Method for Low-Rank Tensor Completion.
BigMM
MiaoMiao Cheng, Liping Jing, Michael Kwok-Po Ng
2019 C conf
Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections.
IGARSS
Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng
2019 J jnl
Constrained low-tubal-rank tensor recovery for hyperspectral images mixed noise removal by bilateral random projections.
CoRR
Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng
2019 J jnl
Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model.
IEEE Access
Qing Cheng, Qiangqiang Yuan, Michael Kwok-Po Ng, Huanfeng Shen, Liangpei Zhang
2018 J jnl
A Semi-smooth Newton Method for Inverse Problem with Uniform Noise.
J. Sci. Comput.
You-Wei Wen, Wai-Ki Ching, Michael Kwok-Po Ng
2018 J jnl
Weighted variational model for selective image segmentation with application to medical images.
Pattern Recognit.
Chunxiao Liu, Michael Kwok-Po Ng, Tieyong Zeng
2017 J jnl
An Adaptive Weighted Tensor Completion Method for the Recovery of Remote Sensing Images With Missing Data.
IEEE Trans. Geosci. Remote. Sens.
Michael Kwok-Po Ng, Qiangqiang Yuan, Li Yan, Jing Sun
2017 C conf
Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening.
IGARSS
Yancong Wei, Qiangqiang Yuan, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Michael Kwok-Po Ng
2017 J jnl
k-means clustering with outlier removal.
Pattern Recognit. Lett.
Guojun Gan, Michael Kwok-Po Ng
2015 J jnl
Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons.
IEEE Trans. Neural Networks Learn. Syst.
Delin Chu, Li-Zhi Liao, Michael Kwok-Po Ng, Xiaoyan Wang
2015 J jnl
On the Convergence of Nonconvex Minimization Methods for Image Recovery.
IEEE Trans. Image Process.
Jin Xiao, Michael Kwok-Po Ng, Yu-Fei Yang
2015 J jnl
Subspace clustering using affinity propagation.
Pattern Recognit.
Guojun Gan, Michael Kwok-Po Ng
2015 J jnl
Subspace clustering with automatic feature grouping.
Pattern Recognit.
Guojun Gan, Michael Kwok-Po Ng
2014 J jnl
Feature weight estimation for gene selection: a local hyperlinear learning approach.
BMC Bioinform.
Hongmin Cai, Peiying Ruan, Michael Kwok-Po Ng, Tatsuya Akutsu
2012 J jnl
GIS in urban cultural studies: reflections from the project on Republican Beijing.
Ann. GIS
Billy K. L. So, Michael Kwok-Po Ng, Peiyao Zhang, Hui Lin
2012 — conf
Optimal Combination of Feature Weight Learning and Classification Based on Local Approximation.
ICDKE
Hongmin Cai, Michael Kwok-Po Ng
2011 A* conf
MultiRank: co-ranking for objects and relations in multi-relational data.
KDD
Michael Kwok-Po Ng, Xutao Li, Yunming Ye
2007 J jnl
Algorithms for Finding Small Attractors in Boolean Networks.
EURASIP J. Bioinform. Syst. Biol.
Shuqin Zhang, Morihiro Hayashida, Tatsuya Akutsu, Wai-Ki Ching, Michael Kwok-Po Ng
2006 J jnl
A Fast Algorithm for Image Super-Resolution from Blurred Observations.
EURASIP J. Adv. Signal Process.
Nirmal K. Bose, Michael Kwok-Po Ng, Andy C. Yau
2005 J jnl
Structured matrices with applications.
Numer. Linear Algebra Appl.
Raymond H. Chan, Wai-Ki Ching, Franklin T. Luk, Michael Kwok-Po Ng
2005 — conf
Super-resolution image restoration from blurred observations.
ISCAS (6)
Andy C. Yau, Nirmal K. Bose, Michael Kwok-Po Ng
2005 J jnl
Wavelet based methods on patterned fabric defect detection.
Pattern Recognit.
Henry Y. T. Ngan, Grantham K. H. Pang, S. P. Yung, Michael Kwok-Po Ng
2003 — conf
A Superresolution Framework for fMRI Sequences and Its Impact on Resulting Activation Maps.
MICCAI (2)
Pierre Kornprobst, Ronald R. Peeters, Mila Nikolova, Rachid Deriche, Michael Kwok-Po Ng, Paul Van Hecke
1993 J jnl
Fast Iterative Solvers for Toeplitz-Plus-Band Systems.
SIAM J. Sci. Comput.
Raymond H. Chan, Michael Kwok-Po Ng