Michael Kwok-Po Ng
Orcid: 0000-0001-6833-5227Affiliations:
- University of Hong Kong, Department of Mathematics, Hong Kong (since 2019)
- Hong Kong Baptist University, Department of Mathematics, Hong Kong (2005 - 2019)
- University of Hong Kong (1997-2005)
According to our database1,
Michael Kwok-Po Ng
authored at least 573 papers
between 1993 and 2025.
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Bibliography
2025
Quaternion Nuclear Norm Minus Frobenius Norm Minimization for color image reconstruction.
Pattern Recognit., 2025
2024
A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Numer. Linear Algebra Appl., December, 2024
Int. J. Comput. Vis., December, 2024
Eigenimage2Eigenimage (E2E): A Self-Supervised Deep Learning Network for Hyperspectral Image Denoising.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
A generalized alternating direction implicit method for consensus optimization: application to distributed sparse logistic regression.
J. Glob. Optim., November, 2024
ACM Trans. Knowl. Discov. Data, September, 2024
TLS-MWP: A Tensor-Based Long- and Short-Range Convolution for Multiple Weather Prediction.
IEEE Trans. Circuits Syst. Video Technol., September, 2024
High-order proximity and relation analysis for cross-network heterogeneous node classification.
Mach. Learn., September, 2024
Augmented Lagrangian method for tensor low-rank and sparsity models in multi-dimensional image recovery.
Adv. Comput. Math., August, 2024
Learning Hierarchical Preferences for Recommendation With Mixture Intention Neural Stochastic Processes.
IEEE Trans. Knowl. Data Eng., July, 2024
A τ-Preconditioner for Space Fractional Diffusion Equation with Non-separable Variable Coefficients.
J. Sci. Comput., July, 2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Appl. Math. Lett., April, 2024
Deep learning based source reconstruction method using asymmetric encoder-decoder structure and physics-induced loss.
J. Comput. Appl. Math., March, 2024
Pattern Recognit., February, 2024
J. Comput. Appl. Math., February, 2024
Mach. Intell. Res., February, 2024
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024
IEEE Trans. Serv. Comput., 2024
Quantizing Heavy-Tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery.
IEEE Trans. Inf. Theory, 2024
Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2024
FHDTIE: Fine-Grained Heterogeneous Data Fusion for Tropical Cyclone Intensity Estimation.
IEEE Trans. Geosci. Remote. Sens., 2024
Nonnegative Matrix Functional Factorization for Hyperspectral Unmixing With Nonuniform Spectral Sampling.
IEEE Trans. Geosci. Remote. Sens., 2024
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
Fixed-Point Convergence of Multi-Block PnP ADMM and Its Application to Hyperspectral Image Restoration.
IEEE Trans. Computational Imaging, 2024
Cyclic tensor singular value decomposition with applications in low-rank high-order tensor recovery.
Signal Process., 2024
SIAM J. Matrix Anal. Appl., 2024
An Inexact Majorized Proximal Alternating Direction Method of Multipliers for Diffusion Tensors.
SIAM J. Imaging Sci., 2024
SIAM J. Imaging Sci., 2024
Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors.
SIAM J. Imaging Sci., 2024
Pattern Recognit., 2024
Non-Negative Reduced Biquaternion Matrix Factorization with Applications in Color Face Recognition.
CoRR, 2024
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition.
CoRR, 2024
Hyperspectral and multispectral image fusion with arbitrary resolution through self-supervised representations.
CoRR, 2024
A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator.
CoRR, 2024
Multispectral Image Restoration by Generalized Opponent Transformation Total Variation.
CoRR, 2024
Deep image prior and weighted anisotropic-isotropic total variation regularization for solving linear inverse problems.
Appl. Math. Comput., 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Approximating Probability Distributions by Using Wasserstein Generative Adversarial Networks.
SIAM J. Math. Data Sci., December, 2023
SIAM J. Imaging Sci., December, 2023
Tangent Space Based Alternating Projections for Nonnegative Low Rank Matrix Approximation.
IEEE Trans. Knowl. Data Eng., November, 2023
Uniform Exact Reconstruction of Sparse Signals and Low-Rank Matrices From Phase-Only Measurements.
IEEE Trans. Inf. Theory, October, 2023
Deep Neural Networks for Solving Large Linear Systems Arising from High-Dimensional Problems.
SIAM J. Sci. Comput., October, 2023
Transfer Learning With Singular Value Decomposition of Multichannel Convolution Matrices.
Neural Comput., October, 2023
SIAM J. Matrix Anal. Appl., September, 2023
SIAM J. Imaging Sci., September, 2023
A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion.
SIAM J. Imaging Sci., September, 2023
Spherical Image Inpainting with Frame Transformation and Data-Driven Prior Deep Networks.
SIAM J. Imaging Sci., September, 2023
IEEE Trans. Neural Networks Learn. Syst., August, 2023
Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN.
IEEE Trans. Neural Networks Learn. Syst., August, 2023
High Dimensional Statistical Estimation Under Uniformly Dithered One-Bit Quantization.
IEEE Trans. Inf. Theory, August, 2023
Signal Reconstruction from Phase-Only Measurements: Uniqueness Condition, Minimal Measurement Number and Beyond.
SIAM J. Appl. Math., August, 2023
Adversarial Auto-encoder Domain Adaptation for Cold-start Recommendation with Positive and Negative Hypergraphs.
ACM Trans. Inf. Syst., April, 2023
Multi-relational graph convolutional networks: Generalization guarantees and experiments.
Neural Networks, April, 2023
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023
IEEE Trans. Neural Networks Learn. Syst., February, 2023
A τ-preconditioner for a non-symmetric linear system arising from multi-dimensional Riemann-Liouville fractional diffusion equation.
Numer. Algorithms, January, 2023
IEEE Trans. Signal Process., 2023
IEEE Trans. Signal Process., 2023
IEEE Trans. Serv. Comput., 2023
Cross-Track Illumination Correction for Hyperspectral Pushbroom Sensor Images Using Low-Rank and Sparse Representations.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Numerische Mathematik, 2023
A New Matrix Maximization Model for Computing Ratios of Generalized Singular Values from High-Order GSVD.
J. Sci. Comput., 2023
J. Comput. Phys., 2023
Riemannian conjugate gradient descent method for fixed multi rank third-order tensor completion.
J. Comput. Appl. Math., 2023
CoRR, 2023
A Parameter-Free Two-Bit Covariance Estimator with Improved Operator Norm Error Rate.
CoRR, 2023
Block Diagonalization of Quaternion Circulant Matrices with Applications to Quaternion Tensor Singular Value Decomposition.
CoRR, 2023
Algorithmic Finance, 2023
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Doubly Intention Learning for Cold-start Recommendation with Uncertainty-aware Stochastic Meta Process.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
On Reinforcement Learning in Stabilizability of Probabilistic Boolean Control Networks.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023
Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks.
Proceedings of the International Conference on Machine Learning, 2023
Transferable Feature Selection for Unsupervised Domain Adaptation : Extended Abstract.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective Classification : Extended abstract.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
2022
SIAM J. Imaging Sci., September, 2022
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss.
SIAM J. Imaging Sci., September, 2022
ACM Trans. Inf. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Quaternion-Based Dictionary Learning and Saturation-Value Total Variation Regularization for Color Image Restoration.
IEEE Trans. Multim., 2022
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
A Tensor-Based Markov Chain Model for Heterogeneous Information Network Collective Classification.
IEEE Trans. Knowl. Data Eng., 2022
Hypergraph Convolution on Nodes-Hyperedges Network for Semi-Supervised Node Classification.
ACM Trans. Knowl. Discov. Data, 2022
Multiple Graphs and Low-Rank Embedding for Multi-Source Heterogeneous Domain Adaptation.
ACM Trans. Knowl. Discov. Data, 2022
ACM Trans. Knowl. Discov. Data, 2022
IEEE Trans. Inf. Theory, 2022
IEEE Trans. Image Process., 2022
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.
IEEE Trans. Image Process., 2022
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting.
IEEE Trans. Image Process., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery.
IEEE Trans. Cybern., 2022
Deep Adaptive Basis Galerkin Method for High-Dimensional Evolution Equations With Oscillatory Solutions.
SIAM J. Sci. Comput., 2022
Deep Ritz Method for the Spectral Fractional Laplacian Equation Using the Caffarelli-Silvestre Extension.
SIAM J. Sci. Comput., 2022
Geometric Inexact Newton Method for Generalized Singular Values of Grassmann Matrix Pair.
SIAM J. Matrix Anal. Appl., 2022
SIAM J. Imaging Sci., 2022
Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising.
SIAM J. Imaging Sci., 2022
Snow Parameters Inversion from Passive Microwave Remote Sensing Measurements by Deep Convolutional Neural Networks.
Sensors, 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
A new clustering algorithm for genes with multiple cancer diseases by self-consistent field iteration method.
Netw. Model. Anal. Health Informatics Bioinform., 2022
Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation.
IEEE Geosci. Remote. Sens. Lett., 2022
Knowl. Based Syst., 2022
Correction to: An Approximate Augmented Lagrangian Method for Nonnegative Low-Rank Matrix Approximation.
J. Sci. Comput., 2022
Wasserstein generative adversarial uncertainty quantification in physics-informed neural networks.
J. Comput. Phys., 2022
A Momentum Accelerated Adaptive Cubic Regularization Method for Nonconvex Optimization.
CoRR, 2022
Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer.
CoRR, 2022
CoRR, 2022
Error Bound of Empirical 𝓁<sub>2</sub> Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems.
CoRR, 2022
HessianFR: An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization.
CoRR, 2022
Appl. Math. Comput., 2022
SVD-PINNs: Transfer Learning of Physics-Informed Neural Networks via Singular Value Decomposition.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Learning Intrinsic and Extrinsic Intentions for Cold-start Recommendation with Neural Stochastic Processes.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
On Recovery of Sparse Signals With Prior Support Information via Weighted ℓₚ-Minimization.
IEEE Trans. Inf. Theory, 2021
IEEE Trans. Image Process., 2021
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform.
IEEE Trans. Image Process., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Joint Inversion of Audio-Magnetotelluric and Seismic Travel Time Data With Deep Learning Constraint.
IEEE Trans. Geosci. Remote. Sens., 2021
SIAM J. Sci. Comput., 2021
SIAM J. Matrix Anal. Appl., 2021
SIAM J. Matrix Anal. Appl., 2021
SIAM J. Matrix Anal. Appl., 2021
Color Image Restoration by Saturation-Value Total Variation Regularization on Vector Bundles.
SIAM J. Imaging Sci., 2021
SIAM J. Imaging Sci., 2021
New Restricted Isometry Property Analysis for ℓ<sub>1-ℓ<sub>2</sub></sub> Minimization Methods.
SIAM J. Imaging Sci., 2021
Hyperspectral Image Mixed Noise Removal Using Subspace Representation and Deep CNN Image Prior.
Remote. Sens., 2021
Numerische Mathematik, 2021
Preconditioning for symmetric positive definite systems in balanced fractional diffusion equations.
Numerische Mathematik, 2021
Knowl. Based Syst., 2021
An Approximate Augmented Lagrangian Method for Nonnegative Low-Rank Matrix Approximation.
J. Sci. Comput., 2021
J. Sci. Comput., 2021
A parallel-in-time two-sided preconditioning for all-at-once system from a non-local evolutionary equation with weakly singular kernel.
J. Comput. Phys., 2021
Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization.
Neurocomputing, 2021
Multiple graph semi-supervised clustering with automatic calculation of graph associations.
Neurocomputing, 2021
Spectral analysis for preconditioning of multi-dimensional Riesz fractional diffusion equations.
CoRR, 2021
Two-stage image segmentation based on nonconvex ℓ2-ℓp approximation and thresholding.
Appl. Math. Comput., 2021
Sparsity reconstruction using nonconvex TGpV-shearlet regularization and constrained projection.
Appl. Math. Comput., 2021
2020
ACM Trans. Inf. Syst., 2020
New RIP Bounds for Recovery of Sparse Signals With Partial Support Information via Weighted ${\ell_{p}}$ -Minimization.
IEEE Trans. Inf. Theory, 2020
Domain-attention Conditional Wasserstein Distance for Multi-source Domain Adaptation.
ACM Trans. Intell. Syst. Technol., 2020
Structured Dictionary Learning for Image Denoising Under Mixed Gaussian and Impulse Noise.
IEEE Trans. Image Process., 2020
3D Point Cloud Denoising Using Graph Laplacian Regularization of a Low Dimensional Manifold Model.
IEEE Trans. Image Process., 2020
IEEE Trans. Image Process., 2020
Multi-Domain Networks Association for Biological Data Using Block Signed Graph Clustering.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
SIAM J. Matrix Anal. Appl., 2020
Remote. Sens., 2020
Numer. Linear Algebra Appl., 2020
Numer. Linear Algebra Appl., 2020
Knowl. Based Syst., 2020
Nonconvex Optimization for Robust Tensor Completion from Grossly Sparse Observations.
J. Sci. Comput., 2020
Fast and High-Order Accuracy Numerical Methods for Time-Dependent Nonlocal Problems in ${\pmb {\mathbb {R}}}^2$.
J. Sci. Comput., 2020
Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data.
J. Math. Imaging Vis., 2020
Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising.
Neurocomputing, 2020
On O( max {n<sub>1</sub>, n<sub>2</sub>} log ( max {n<sub>1</sub>, n<sub>2</sub>} n<sub>3</sub>)) Sample Entries for n<sub>1</sub> × n<sub>2</sub> × n<sub>3</sub> Tensor Completion via Unitary Transformation.
CoRR, 2020
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Images and Videos Inpainting.
CoRR, 2020
Nonnegative Low Rank Tensor Approximation and its Application to Multi-dimensional Images.
CoRR, 2020
CoRR, 2020
New Formulation and Computation for Generalized Singular Values of Grassman Matrix Pair.
CoRR, 2020
Fast and High-order Accuracy Numerical Methods for Time-Dependent Nonlocal Problems in R<sup>2</sup>.
CoRR, 2020
Comput. Math. Appl., 2020
Appl. Math. Lett., 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Cross-track Illumination Correction For Hyperspectral Pushbroom Sensors Using Total Variation and Sparsity Regularization.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020
Self-Attention-Based Fully-Inception Networks for Continuous Sign Language Recognition.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
2019
A Semisupervised Classification Approach for Multidomain Networks With Domain Selection.
IEEE Trans. Neural Networks Learn. Syst., 2019
ACM Trans. Intell. Syst. Technol., 2019
IEEE Trans. Image Process., 2019
IEEE Trans. Image Process., 2019
IEEE ACM Trans. Audio Speech Lang. Process., 2019
Signal Process., 2019
Crank-Nicolson Alternative Direction Implicit Method for Space-Fractional Diffusion Equations with Nonseparable Coefficients.
SIAM J. Numer. Anal., 2019
A Corrected Tensor Nuclear Norm Minimization Method for Noisy Low-Rank Tensor Completion.
SIAM J. Imaging Sci., 2019
SIAM J. Imaging Sci., 2019
Numer. Linear Algebra Appl., 2019
Numer. Linear Algebra Appl., 2019
Numer. Algorithms, 2019
Numer. Algorithms, 2019
Numer. Algorithms, 2019
Knowl. Based Syst., 2019
J. Sci. Comput., 2019
A Peaceman-Rachford Splitting Method with Monotone Plus Skew-Symmetric Splitting for Nonlinear Saddle Point Problems.
J. Sci. Comput., 2019
J. Frankl. Inst., 2019
CoRR, 2019
A fast solver for multidimensional time-space fractional diffusion equation with variable coefficients.
Comput. Math. Appl., 2019
A C-eigenvalue problem for tensors with applications to higher-order multivariate Markov chains.
Comput. Math. Appl., 2019
Comput. Math. Appl., 2019
Molecular subtyping of cancer: current status and moving toward clinical applications.
Briefings Bioinform., 2019
On predicting epithelial mesenchymal transition by integrating RNA-binding proteins and correlation data via <i>L</i><sub>1/2</sub>-regularization method.
Artif. Intell. Medicine, 2019
Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model.
IEEE Access, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Orthogonal Nonnegative Matrix Factorization by Sparsity and Nuclear Norm Optimization.
SIAM J. Matrix Anal. Appl., 2018
Weighted variational model for selective image segmentation with application to medical images.
Pattern Recognit., 2018
Symmetric orthogonal approximation to symmetric tensors with applications to image reconstruction.
Numer. Linear Algebra Appl., 2018
Neural Comput., 2018
J. Sci. Comput., 2018
Stability and Convergence Analysis of Finite Difference Schemes for Time-Dependent Space-Fractional Diffusion Equations with Variable Diffusion Coefficients.
J. Sci. Comput., 2018
J. Complex., 2018
Block principal component analysis for tensor objects with frequency or time information.
Neurocomputing, 2018
Multi-instance transfer metric learning by weighted distribution and consistent maximum likelihood estimation.
Neurocomputing, 2018
Structured Convex Optimization Method for Orthogonal Nonnegative Matrix Factorization.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2018, Burlingame, CA, USA, January 28, 2018
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2018, Burlingame, CA, USA, January 28, 2018
2017
MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation.
IEEE Trans. Neural Networks Learn. Syst., 2017
IEEE Trans. Image Process., 2017
An Adaptive Weighted Tensor Completion Method for the Recovery of Remote Sensing Images With Missing Data.
IEEE Trans. Geosci. Remote. Sens., 2017
SIAM J. Sci. Comput., 2017
A Splitting Preconditioner for Toeplitz-Like Linear Systems Arising from Fractional Diffusion Equations.
SIAM J. Matrix Anal. Appl., 2017
SIAM J. Imaging Sci., 2017
Lattice-Based Patterned Fabric Inspection by Using Total Variation with Sparsity and Low-Rank Representations.
SIAM J. Imaging Sci., 2017
A variational approach for restoring images corrupted by noisy blur kernels and additive noise.
Numer. Linear Algebra Appl., 2017
Numer. Linear Algebra Appl., 2017
Netw. Model. Anal. Health Informatics Bioinform., 2017
Fast preconditioned iterative methods for finite volume discretization of steady-state space-fractional diffusion equations.
Numer. Algorithms, 2017
Block linear discriminant analysis for visual tensor objects with frequency or time information.
J. Vis. Commun. Image Represent., 2017
A multigrid method for linear systems arising from time-dependent two-dimensional space-fractional diffusion equations.
J. Comput. Phys., 2017
Parallel Active Subspace Decomposition for Scalable and Efficient Tensor Robust Principal Component Analysis.
CoRR, 2017
Exact Tensor Completion from Sparsely Corrupted Observations via Convex Optimization.
CoRR, 2017
A divide-and-conquer fast finite difference method for space-time fractional partial differential equation.
Comput. Math. Appl., 2017
Comput. Biol. Chem., 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Miss data reconstruction in remote sensing images with a double weighted tensor low rank model.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
2016
Learning Transferred Weights From Co-Occurrence Data for Heterogeneous Transfer Learning.
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Trans. Knowl. Data Eng., 2016
Multiplicative Noise and Blur Removal by Framelet Decomposition and l<sub>1</sub>-Based L-Curve Method.
IEEE Trans. Image Process., 2016
Signal Image Video Process., 2016
Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data.
SIAM J. Sci. Comput., 2016
Fast Iterative Solvers for Linear Systems Arising from Time-Dependent Space-Fractional Diffusion Equations.
SIAM J. Sci. Comput., 2016
Phase Retrieval from Incomplete Magnitude Information via Total Variation Regularization.
SIAM J. Sci. Comput., 2016
Multidimens. Syst. Signal Process., 2016
J. Vis. Commun. Image Represent., 2016
J. Vis. Commun. Image Represent., 2016
Disintermediator or another intermediary? E-simulation platform for professional legal education at University of Hong Kong.
Eur. J. Law Technol., 2016
A fast accurate approximation method with multigrid solver for two-dimensional fractional sub-diffusion equation.
J. Comput. Phys., 2016
Image Vis. Comput., 2016
2015
IEEE Trans. Neural Networks Learn. Syst., 2015
Robust and Non-Negative Collective Matrix Factorization for Text-to-Image Transfer Learning.
IEEE Trans. Image Process., 2015
IEEE Trans. Image Process., 2015
Alternating Direction Method of Multipliers for Nonlinear Image Restoration Problems.
IEEE Trans. Image Process., 2015
IEEE ACM Trans. Comput. Biol. Bioinform., 2015
Numerische Mathematik, 2015
Median filtering-based methods for static background extraction from surveillance video.
Numer. Linear Algebra Appl., 2015
Total variation based tensor decomposition for multi-dimensional data with time dimension.
Numer. Linear Algebra Appl., 2015
Netw. Model. Anal. Health Informatics Bioinform., 2015
Multidimens. Syst. Signal Process., 2015
J. Electronic Imaging, 2015
A fast direct method for block triangular Toeplitz-like with tri-diagonal block systems from time-fractional partial differential equations.
J. Comput. Phys., 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
IEEE Trans. Signal Process., 2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Image Process., 2014
IEEE Trans Autom. Sci. Eng., 2014
Preconditioning Techniques for Diagonal-times-Toeplitz Matrices in Fractional Diffusion Equations.
SIAM J. Sci. Comput., 2014
SIAM J. Sci. Comput., 2014
SIAM J. Matrix Anal. Appl., 2014
SIAM J. Imaging Sci., 2014
SIAM J. Imaging Sci., 2014
ForesTexter: An efficient random forest algorithm for imbalanced text categorization.
Knowl. Based Syst., 2014
Knowl. Based Syst., 2014
On condition numbers of the spectral projections associated with periodic eigenproblems.
J. Comput. Appl. Math., 2014
IEEE Intell. Syst., 2014
Collective prediction of protein functions from protein-protein interaction networks.
BMC Bioinform., 2014
BMC Bioinform., 2014
Adv. Numer. Anal., 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
2013
IEEE Trans. Neural Networks Learn. Syst., 2013
IEEE Trans. Knowl. Data Eng., 2013
Coupled Variational Image Decomposition and Restoration Model for Blurred Cartoon-Plus-Texture Images With Missing Pixels.
IEEE Trans. Image Process., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
SIAM J. Sci. Comput., 2013
SIAM J. Sci. Comput., 2013
SIAM J. Imaging Sci., 2013
SIAM J. Imaging Sci., 2013
Stratified sampling for feature subspace selection in random forests for high dimensional data.
Pattern Recognit., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Numer. Linear Algebra Appl., 2013
Numer. Linear Algebra Appl., 2013
Knowl. Inf. Syst., 2013
Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis.
J. Optim. Theory Appl., 2013
Int. J. Comput. Math., 2013
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013
2012
IEEE Trans. Image Process., 2012
IEEE Trans. Image Process., 2012
IEEE Trans. Image Process., 2012
Non-Lipschitz l<sub>p</sub>-Regularization and Box Constrained Model for Image Restoration.
IEEE Trans. Image Process., 2012
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
SIAM J. Matrix Anal. Appl., 2012
Numer. Linear Algebra Appl., 2012
Coupled segmentation and denoising/deblurring models for hyperspectral material identification.
Numer. Linear Algebra Appl., 2012
On computation of the steady-state probability distribution of probabilistic Boolean networks with gene perturbation.
J. Comput. Appl. Math., 2012
Ann. GIS, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012
Proceedings of the 6th IEEE International Conference on Systems Biology, 2012
Optimal Combination of Feature Weight Learning and Classification Based on Local Approximation.
Proceedings of the Data and Knowledge Engineering - Third International Conference, 2012
MultiFacTV: Finding modules from higher-order gene expression profiles with time dimension.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
2011
Blind Deconvolution Using Generalized Cross-Validation Approach to Regularization Parameter Estimation.
IEEE Trans. Image Process., 2011
Restoration of images corrupted by mixed Gaussian-impulse noise via l<sub>1</sub>-l<sub>0</sub> minimization.
Pattern Recognit., 2011
On sparse linear discriminant analysis algorithm for high-dimensional data classification.
Numer. Linear Algebra Appl., 2011
Fast minimization methods for solving constrained total-variation superresolution image reconstruction.
Multidimens. Syst. Signal Process., 2011
A Relaxed Dimensional Factorization preconditioner for the incompressible Navier-Stokes equations.
J. Comput. Phys., 2011
Comput. Optim. Appl., 2011
SNP and gene networks construction and analysis from classification of copy number variations data.
BMC Bioinform., 2011
Appl. Math. Comput., 2011
On gene Selection and Classification for Cancer microarray Data Using Multi-Step Clustering and Sparse Representation.
Adv. Data Sci. Adapt. Anal., 2011
On selection of spatial-varying regularization parameters in total variation image restoration.
Proceedings of the 7th International Workshop on Multidimensional (nD) Systems, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
2010
Construction of gene networks with hybrid approach from expression profile and gene ontology.
IEEE Trans. Inf. Technol. Biomed., 2010
Fast Nonconvex Nonsmooth Minimization Methods for Image Restoration and Reconstruction.
IEEE Trans. Image Process., 2010
Accurate Vascular Delay Estimation from Low-Temporal Resolution Image Data Set [Life Sciences].
IEEE Signal Process. Mag., 2010
Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods.
SIAM J. Sci. Comput., 2010
Approximate Inverse Circulant-plus-Diagonal Preconditioners for Toeplitz-plus-Diagonal Matrices.
SIAM J. Sci. Comput., 2010
SIAM J. Matrix Anal. Appl., 2010
SIAM J. Imaging Sci., 2010
SIAM J. Imaging Sci., 2010
SIAM J. Appl. Math., 2010
Pattern Recognit., 2010
Numer. Algorithms, 2010
Int. J. Imaging Syst. Technol., 2010
Shrunken methodology to genome-wide SNPs selection and construction of SNPs networks.
BMC Syst. Biol., 2010
Prior knowledge based mining functional modules from Yeast PPI networks with gene ontology.
BMC Bioinform., 2010
Appl. Math. Comput., 2010
Hyperspectral image segmentation, deblurring, and spectral analysis for material identification.
Proceedings of the Visual Information Processing XIX, 2010
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010
Fast total variation image restoration with parameter estimation using bayesian inference.
Proceedings of the IEEE International Conference on Acoustics, 2010
Classification of genome-wide copy number variations and their associated SNP and gene networks analysis.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Mining, Modeling, and Evaluation of Subnetworks From Large Biomolecular Networks and Its Comparison Study.
IEEE Trans. Inf. Technol. Biomed., 2009
IEEE Signal Process. Lett., 2009
On Preconditioned Iterative Methods for Certain Time-Dependent Partial Differential Equations.
SIAM J. Numer. Anal., 2009
SIAM J. Matrix Anal. Appl., 2009
SIAM J. Matrix Anal. Appl., 2009
SIAM J. Imaging Sci., 2009
Analyses and Algorithms for Predecessor and Control Problems for Boolean Networks of Bounded Indegree.
Inf. Media Technol., 2009
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2009
SMART: a subspace clustering algorithm that automatically identifies the appropriate number of clusters.
Int. J. Data Min. Model. Manag., 2009
A semi-supervised approach to projected clustering with applications to microarray data.
Int. J. Data Min. Bioinform., 2009
Comput. J., 2009
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
2008
Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of Number of Clusters.
IEEE Trans. Knowl. Data Eng., 2008
IEEE Trans. Image Process., 2008
Iterative Algorithms Based on Decoupling of Deblurring and Denoising for Image Restoration.
SIAM J. Sci. Comput., 2008
Efficient Reconstruction of Piecewise Constant Images Using Nonsmooth Nonconvex Minimization.
SIAM J. Imaging Sci., 2008
Multiscale Model. Simul., 2008
Int. J. Data Warehous. Min., 2008
Int. J. Bioinform. Res. Appl., 2008
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
2007
Proceedings of the E-Service Intelligence: Methodologies, Technologies and Applications, 2007
An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data.
IEEE Trans. Knowl. Data Eng., 2007
Strategies for Identifying Statistically Significant Dense Regions in Microarray Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007
SIAM J. Sci. Comput., 2007
Block Diagonal and Schur Complement Preconditioners for Block-Toeplitz Systems with Small Size Blocks.
SIAM J. Matrix Anal. Appl., 2007
Pattern Recognit., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
On successive-overrelaxation acceleration of the Hermitian and skew-Hermitian splitting iterations.
Numer. Linear Algebra Appl., 2007
Multidimens. Syst. Signal Process., 2007
Multidimens. Syst. Signal Process., 2007
Multidimens. Syst. Signal Process., 2007
J. Math. Imaging Vis., 2007
Simulation study in Probabilistic Boolean Network models for genetic regulatory networks.
Int. J. Data Min. Bioinform., 2007
Int. J. Bioinform. Res. Appl., 2007
EURASIP J. Bioinform. Syst. Biol., 2007
A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video.
EURASIP J. Adv. Signal Process., 2007
Comput. Stat. Data Anal., 2007
Combining functional and linkage disequilibrium information in the selection of tag SNPs.
Bioinform., 2007
An approximation method for solving the steady-state probability distribution of probabilistic Boolean networks.
Bioinform., 2007
Appl. Math. Lett., 2007
Mining and Dynamic Simulation of Sub-Networks from Large Biomolecular Networks.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007
A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering.
Proceedings of the Advances in Databases: Concepts, 2007
Hermitian and Skew-Hermitian splitting methods for non-Hermitian positive definite linear systems.
Proceedings of the Milestones in Matrix Computation, 2007
2006
Trans. Comp. Sys. Biology, 2006
Soft Comput., 2006
SIAM J. Sci. Comput., 2006
SIAM J. Sci. Comput., 2006
SIAM J. Matrix Anal. Appl., 2006
J. Bioinform. Comput. Biol., 2006
Inf. Sci., 2006
EURASIP J. Adv. Signal Process., 2006
EURASIP J. Adv. Signal Process., 2006
Appl. Math. Comput., 2006
Proceedings of the 1st International Conference on Performance Evaluation Methodolgies and Tools, 2006
Extending the Depth of Field in a Compound-Eye Imaging System with Super-Resolution Reconstruction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Investigation of Computational Compound-Eye Imaging System With Super-Resolution Reconstruction.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
A Recursive Method for Solving Haplotype Frequencies in Multiple Loci Linkage Analysis.
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006
2005
SIAM J. Sci. Comput., 2005
SIAM J. Sci. Comput., 2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Numer. Linear Algebra Appl., 2005
Numer. Linear Algebra Appl., 2005
Numer. Linear Algebra Appl., 2005
A direct method for solving block-Toeplitz with near-circulant-block systems with applications to hybrid manufacturing systems.
Numer. Linear Algebra Appl., 2005
Numer. Linear Algebra Appl., 2005
The eigenvalues of preconditioned matrices for linear multistep formulas in boundary value form.
Numer. Linear Algebra Appl., 2005
J. Math. Imaging Vis., 2005
Int. J. Neural Syst., 2005
An evaluation of algorithms for the deconvolution of Doppler broadening positron annihilation radiation spectroscopy spectra.
Comput. Phys. Commun., 2005
Bioinform., 2005
Appl. Math. Comput., 2005
Proceedings of the Advances in Web-Age Information Management, 2005
Subspace Clustering of Text Documents with Feature Weighting <i>K</i>-Means Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering.
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the Computational Science and Its Applications, 2005
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
2004
Pattern Recognit., 2004
On sufficient and necessary conditions for the Jacobi matrix inverse eigenvalue problem.
Numerische Mathematik, 2004
Math. Comput. Model., 2004
J. Biomed. Informatics, 2004
High-resolution image reconstruction from rotated and translated low-resolution images with multisensors.
Int. J. Imaging Syst. Technol., 2004
Int. J. Imaging Syst. Technol., 2004
Commun. Inf. Syst., 2004
Appl. Math. Lett., 2004
Exact algorithms for singular tridiagonal systems with applications to Markov chains.
Appl. Math. Comput., 2004
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004
A Feature Weighting Approach to Building Classification Models by Interactive Clustering.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2004
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Proceedings of the Database Systems for Advances Applications, 2004
Proceedings of the Computational and Information Science, First International Symposium, 2004
Restoration of images with optical aberrations and quantization in a transform domain.
Proceedings of the Computational Imaging II, San Jose, 2004
Proceedings of the Advanced Web Technologies and Applications, 2004
2003
IEEE Signal Process. Mag., 2003
Recursive-Based PCG Methods for Toeplitz Systems with Nonnegative Generating Functions.
SIAM J. Sci. Comput., 2003
Kronecker Product Approximations forImage Restoration with Reflexive Boundary Conditions.
SIAM J. Matrix Anal. Appl., 2003
Hermitian and Skew-Hermitian Splitting Methods for Non-Hermitian Positive Definite Linear Systems.
SIAM J. Matrix Anal. Appl., 2003
Numerische Mathematik, 2003
Int. J. Imaging Syst. Technol., 2003
A Graph-Based Optimization Algorithm for Website Topology Using Interesting Association Rules.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
A Superresolution Framework for fMRI Sequences and Its Impact on Resulting Activation Maps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), 2003
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003
Proceedings of the 32nd International Conference on Parallel Processing Workshops (ICPP 2003 Workshops), 2003
A Direct Method for Block-Toeplitz Systems with Applications to Re-manufacturing Systems.
Proceedings of the Computational Science and Its Applications, 2003
Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003
Proceedings of the 32nd Applied Image Pattern Recognition Workshop (AIPR 2003), 2003
2002
Pattern Recognit., 2002
The best circulant preconditioners for Hermitian Toeplitz systems II: The multiple-zero case.
Numerische Mathematik, 2002
Constrained total least-squares computations for high-resolution image reconstruction with multisensors.
Int. J. Imaging Syst. Technol., 2002
M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
IEEE Trans. Signal Process., 2001
Multidimens. Syst. Signal Process., 2001
Ann. Oper. Res., 2001
Proceedings of the Knowledge Discovery and Data Mining, 2001
Proceedings of the WEBKDD 2001, 2001
Fast image reconstruction algorithms combining half-quadratic regularization and preconditioning.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001
2000
Preconditioned Lanczos Methods for the Minimum Eigenvalue of a Symmetric Positive Definite Toeplitz Matrix.
SIAM J. Sci. Comput., 2000
SIAM J. Numer. Anal., 2000
J. Oper. Res. Soc., 2000
Int. J. High Speed Comput., 2000
Proceedings of the Numerical Analysis and Its Applications, 2000
Proceedings of the Numerical Analysis and Its Applications, 2000
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000
An Interactive Approach to Building Classification Models by Clustering and Cluster Validation.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000
Proceedings of the Seventh International Conference on Parallel and Distributed Systems Workshops, 2000
1999
IEEE Trans. Fuzzy Syst., 1999
SIAM J. Sci. Comput., 1999
SIAM J. Sci. Comput., 1999
Oper. Res. Lett., 1999
Data-mining massive time series astronomical data: challenges, problems and solutions.
Inf. Softw. Technol., 1999
Map Regularized Image Reconstruction with Multisensors.
Proceedings of the 1999 International Conference on Image Processing, 1999
Iterative Methods for Phase Diversity-Based Blind Deconvolution in Atmospheric Optics.
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
J. Oper. Res. Soc., 1998
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998
1996
Fast Recursive Least Squares Adaptive Filtering by Fast Fourier Transform-Based Conjugate Gradient Iterations.
SIAM J. Sci. Comput., 1996
Generalization of Strang's Preconditioner with Applications to Toeplitz Least Squares Problems.
Numer. Linear Algebra Appl., 1996
1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
1993