Michael K. Ng - RankMe

555 papers A* 10A 2B 17C 10Misc 4Journal 470Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Matching Schur Complement Preconditioning Technique for a Discrete Time Fractional Diffusion Inverse Source Problem. J. Sci. Comput. Xuelei Lin, Rihuan Ke, Sean Y. Hon, Michael K. Ng
2026	J	`jnl`	A Non-convex Regularization Fusing Low-rankness and Smoothness for Tensor Recovery. J. Math. Imaging Vis. Huanmin Ge, Yue Zhang, Michael K. Ng
2026	J	`jnl`	Adaptive Mixture-of-Experts Distillation for Cross-Satellite Generalizable Incremental Remote Sensing Scene Classification. IEEE Trans. Circuits Syst. Video Technol. Yimin Fu, Runqing Yang, Zhunga Liu, Michael K. Ng
2026	J	`jnl`	DELTA: Deep Low-Rank Tensor Representation for Multi-Dimensional Data Recovery. IEEE Trans. Pattern Anal. Mach. Intell. Guowei Yang, Liqiao Yang, Tai-Xiang Jiang, Guisong Liu, Michael K. Ng
2026	J	`jnl`	Learning high-order user-item relation via hyperedge for recommender system. Neurocomputing Jingwen Wang, Yuguang Yan, Ruichu Cai, Michael K. Ng, Zhifeng Hao
2026	J	`jnl`	Neural Operator-Grounded Continuous Tensor Function Representation and Its Applications. CoRR Ruoyang Su, Xi-Le Zhao, Sheng Liu, Wei-Hao Wu, Yisi Luo, Michael K. Ng
2026	J	`jnl`	New Theoretical Results for LAD-Based Sparse Recovery Using Expanders. IEEE Trans. Inf. Theory Cheng-Zheng Wang, Rui Gong, Peng Li, Huanmin Ge, Michael K. Ng
2026	J	`jnl`	Nonlinear Transformed Low-Rank Quaternion Tensor Total Variation for Multidimensional Color Image Completion. IEEE Trans. Image Process. Liqiao Yang, Yexun Hu, Tai-Xiang Jiang, Yimin Wei, Guisong Liu, Michael K. Ng
2026	J	`jnl`	TVWorld: Foundations for Remote-Control TV Agents. CoRR Zhantao Ma, Quanfeng Lu, Shuai Zhong, Dahai Yu, Ping Luo, Michael K. Ng
2025	J	`jnl`	A DeepLagrangian method for learning and generating aggregation patterns in multi-dimensional Keller-Segel chemotaxis systems. CoRR Yani Feng, Michael K. Ng, Zhiwen Zhang
2025	J	`jnl`	A Graph-Partitioning Based Continuous Optimization Approach to Semi-supervised Clustering Problems. CoRR Wei Liu, Xin Liu, Michael K. Ng, Zaikun Zhang
2025	J	`jnl`	A New Cross-Space Total Variation Regularization Model for Color Image Restoration With Quaternion Blur Operator. IEEE Trans. Image Process. Zhigang Jia, Yuelian Xiang, Meixiang Zhao, Tingting Wu, Michael K. Ng
2025	J	`jnl`	Anchor-Based Multiview Subspace Clustering With Anchor-wise and Class-wise Alignments. IEEE Trans. Neural Networks Learn. Syst. Ye Liu, Hongshan Pu, Junjun Pan, Michael K. Ng, Hongmin Cai
2025	J	`jnl`	Bilateral Tensor Low-Rank Representation for Insufficient Observed Samples in Multidimensional Image Clustering and Recovery. SIAM J. Imaging Sci. Meng Ding, Xi-Le Zhao, Jing-Hua Yang, Zhengchun Zhou, Michael K. Ng
2025	J	`jnl`	Blind Deconvolution for Color Images Using Normalized Quaternion Kernels. CoRR Yuming Yang, Michael K. Ng, Zhigang Jia, Wei Wang
2025	J	`jnl`	Cold-start User Recommendation via Heterogeneous Domain Adaptation. ACM Trans. Inf. Syst. Hanrui Wu, Yanxin Wu, Nuosi Li, Jia Zhang, Yonghui Xu, Michael K. Ng, Jinyi Long
2025	J	`jnl`	Curvature-Guided Color Image Restoration by Saturation-Value Total Variation. J. Math. Imaging Vis. Wei Wang, Jingjie Wang, Michael K. Ng
2025	J	`jnl`	Deep Learning Optimization Using Self-Adaptive Weighted Auxiliary Variables. CoRR Yaru Liu, Yiqi Gu, Michael K. Ng
2025	J	`jnl`	EGD-Net: Eigenimage Guided Diffusion Network for Hyperspectral Mixed Noise Removal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zhicheng Wang, Lina Zhuang, Joseph Michalski, Michael K. Ng
2025	J	`jnl`	Functional Tensor Singular Value Decomposition. SIAM J. Sci. Comput. Chuan Wang, Xi-Le Zhao, Yu-Bang Zheng, Ben-Zheng Li, Michael K. Ng
2025	J	`jnl`	Functional tensor train neural network for solving high-dimensional PDEs. CoRR Yani Feng, Michael K. Ng, Kejun Tang, Zhiwen Zhang
2025	J	`jnl`	GSTRPCA: irregular tensor singular value decomposition for single-cell multi-omics data clustering. Briefings Bioinform. Lu-Bin Cui, Guiliang Guo, Michael K. Ng, Quan Zou, Yushan Qiu
2025	J	`jnl`	GenFT: A Generative Parameter-Efficient Fine-Tuning Method for Pretrained Foundation Models. CoRR Baoquan Zhang, Guangning Xu, Michael K. Ng
2025	J	`jnl`	Hermitian Quaternion Toeplitz Matrices by Quaternion-valued Generating Functions. CoRR Xue-lei Lin, Michael K. Ng, Junjun Pan
2025	J	`jnl`	Learnable Transform-Assisted Tensor Decomposition for Spatio-Irregular Multidimensional Data Recovery. ACM Trans. Knowl. Discov. Data Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Shuqin Zhang, Jinyu Xie, Tai-Xiang Jiang, Michael K. Ng
2025	J	`jnl`	Learning Probabilistic Logical Control Networks: From Data to Controllability and Observability. IEEE Trans. Autom. Control. Lin Lin, James Lam, Peng Shi, Michael K. Ng, Hak-Keung Lam
2025	J	`jnl`	Low Tensor-Rank Adaptation of Kolmogorov-Arnold Networks. CoRR Yihang Gao, Michael K. Ng, Vincent Y. F. Tan
2025	J	`jnl`	Multispectral Image Restoration by Generalized Opponent Transformation Total Variation. SIAM J. Imaging Sci. Zhantao Ma, Michael K. Ng
2025	J	`jnl`	NLAFormer: Transformers Learn Numerical Linear Algebra Operations. CoRR Zhantao Ma, Yihang Gao, Michael K. Ng
2025	J	`jnl`	NeuMatC: A General Neural Framework for Fast Parametric Matrix Operation. CoRR Chuan Wang, Xi-Le Zhao, Zhilong Han, Liang Li, Deyu Meng, Michael K. Ng
2025	J	`jnl`	Noisy Non-Negative Tucker Decomposition With Sparse Factors and Missing Data. Numer. Linear Algebra Appl. Xiongjun Zhang, Michael K. Ng
2025	J	`jnl`	Nonconvex Low-Rank Tensor Representation for Multi-View Subspace Clustering With Insufficient Observed Samples. IEEE Trans. Knowl. Data Eng. Meng Ding, Jing-Hua Yang, Xi-Le Zhao, Jie Zhang, Michael K. Ng
2025	J	`jnl`	Online Inference of Constrained Optimization: Primal-Dual Optimality and Sequential Quadratic Programming. CoRR Yihang Gao, Michael K. Ng, Michael W. Mahoney, Sen Na
2025	J	`jnl`	Pre-tensorial alternative direction implicit method for nonlocal diffusion equations. Math. Comput. Simul. Tao Sun, Michael K. Ng, Hai-Wei Sun
2025	J	`jnl`	Robust Tensor Completion from Uniformly Dithered One-Bit Observations. SIAM J. Imaging Sci. Jingyao Hou, Junren Chen, Michael K. Ng
2025	J	`jnl`	SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control. CoRR Quanfeng Lu, Zhantao Ma, Shuai Zhong, Jin Wang, Dahai Yu, Michael K. Ng, Ping Luo
2025	J	`jnl`	The Subspace Constrained Least Squares Solution of Unit Dual Quaternion Vector Equations and Its Application to Hand-Eye Calibration. J. Sci. Comput. Hong Zhu, Michael K. Ng
2025	J	`jnl`	Truncated Huber Penalty for Sparse Signal Recovery with Convergence Analysis. CoRR Li Yang, Serena Morigi, Michael K. Ng, You-Wei Wen
2024	J	`jnl`	A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator. CoRR Zhigang Jia, Yuelian Xiang, Meixiang Zhao, Tingting Wu, Michael K. Ng
2024	J	`jnl`	A One-step Image Retargeing Algorithm Based on Conformal Energy. CoRR Chengyang Liu, Michael K. Ng
2024	J	`jnl`	A generalized alternating direction implicit method for consensus optimization: application to distributed sparse logistic regression. J. Glob. Optim. Weiyang Ding, Michael K. Ng, Wenxing Zhang
2024	J	`jnl`	A τ-Preconditioner for Space Fractional Diffusion Equation with Non-separable Variable Coefficients. J. Sci. Comput. Xue-lei Lin, Michael K. Ng
2024	J	`jnl`	A τ-preconditioner for space fractional diffusion equation with non-separable variable coefficients. CoRR Xue-lei Lin, Michael K. Ng
2024	J	`jnl`	An Inexact Majorized Proximal Alternating Direction Method of Multipliers for Diffusion Tensors. SIAM J. Imaging Sci. Hong Zhu, Michael K. Ng
2024	J	`jnl`	Augmented Lagrangian method for tensor low-rank and sparsity models in multi-dimensional image recovery. Adv. Comput. Math. Hong Zhu, Xiaoxia Liu, Lin Huang, Zhaosong Lu, Jian Lu, Michael K. Ng
2024	J	`jnl`	Block-Diagonalization of Quaternion Circulant Matrices with Applications. SIAM J. Matrix Anal. Appl. Junjun Pan, Michael K. Ng
2024	J	`jnl`	CAPE: Context-Adaptive Positional Encoding for Length Extrapolation. CoRR Chuanyang Zheng, Yihang Gao, Han Shi, Minbin Huang, Jingyao Li, Jing Xiong, Xiaozhe Ren, Michael K. Ng, Xin Jiang, Zhenguo Li, Yu Li
2024	J	`jnl`	Collaborative contrastive learning for hypergraph node classification. Pattern Recognit. Hanrui Wu, Nuosi Li, Jia Zhang, Sentao Chen, Michael K. Ng, Jinyi Long
2024	J	`jnl`	Cyclic tensor singular value decomposition with applications in low-rank high-order tensor recovery. Signal Process. Yigong Zhang, Zhihui Tu, Jian Lu, Chen Xu, Michael K. Ng
2024	J	`jnl`	DAPE V2: Process Attention Score as Feature Map for Length Extrapolation. CoRR Chuanyang Zheng, Yihang Gao, Han Shi, Jing Xiong, Jiankai Sun, Jingyao Li, Minbin Huang, Xiaozhe Ren, Michael K. Ng, Xin Jiang, Zhenguo Li, Yu Li
2024	A*	`conf`	DAPE: Data-Adaptive Positional Encoding for Length Extrapolation. NeurIPS Chuanyang Zheng, Yihang Gao, Han Shi, Minbin Huang, Jingyao Li, Jing Xiong, Xiaozhe Ren, Michael K. Ng, Xin Jiang, Zhenguo Li, Yu Li
2024	J	`jnl`	Data Valuation by Leveraging Global and Local Statistical Information. CoRR Xiaoling Zhou, Ou Wu, Michael K. Ng, Hao Jiang
2024	J	`jnl`	Deep image prior and weighted anisotropic-isotropic total variation regularization for solving linear inverse problems. Appl. Math. Comput. Yujia Xie, Wengu Chen, Huanmin Ge, Michael K. Ng
2024	J	`jnl`	FHDTIE: Fine-Grained Heterogeneous Data Fusion for Tropical Cyclone Intensity Estimation. IEEE Trans. Geosci. Remote. Sens. Guangning Xu, Michael K. Ng, Yunming Ye, Bowen Zhang
2024	J	`jnl`	Fixed-Point Convergence of Multi-Block PnP ADMM and Its Application to Hyperspectral Image Restoration. IEEE Trans. Computational Imaging Weijie Liang, Zhihui Tu, Jian Lu, Kai Tu, Michael K. Ng, Chen Xu
2024	J	`jnl`	High-order proximity and relation analysis for cross-network heterogeneous node classification. Mach. Learn. Hanrui Wu, Yanxin Wu, Nuosi Li, Min Yang, Jia Zhang, Michael K. Ng, Jinyi Long
2024	J	`jnl`	Learning Hierarchical Preferences for Recommendation With Mixture Intention Neural Stochastic Processes. IEEE Trans. Knowl. Data Eng. Huafeng Liu, Liping Jing, Jian Yu, Michael K. Ng
2024	J	`jnl`	Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. IEEE Trans. Pattern Anal. Mach. Intell. Yisi Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng
2024	J	`jnl`	Low-Rank Tensor Learning by Generalized Nonconvex Regularization. CoRR Sijia Xia, Michael K. Ng, Xiongjun Zhang
2024	J	`jnl`	Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification. CoRR Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Michael K. Ng, Bing Zhang, Jocelyn Chanussot
2024	J	`jnl`	Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Michael K. Ng, Bing Zhang, Jocelyn Chanussot
2024	J	`jnl`	Multispectral Image Restoration by Generalized Opponent Transformation Total Variation. CoRR Zhantao Ma, Michael K. Ng
2024	J	`jnl`	Non-Negative Reduced Biquaternion Matrix Factorization with Applications in Color Face Recognition. CoRR Jifei Miao, Junjun Pan, Michael K. Ng
2024	J	`jnl`	Nonnegative Matrix Functional Factorization for Hyperspectral Unmixing With Nonuniform Spectral Sampling. IEEE Trans. Geosci. Remote. Sens. Ting Wang, Jizhou Li, Michael K. Ng, Chao Wang
2024	J	`jnl`	Nonnegative low multi-rank third-order tensor approximation via transformation. Numer. Linear Algebra Appl. Guang-Jing Song, Yexun Hu, Cobi Xu, Michael K. Ng
2024	J	`jnl`	On the Expressive Power of a Variant of the Looped Transformer. CoRR Yihang Gao, Chuanyang Zheng, Enze Xie, Han Shi, Tianyang Hu, Yu Li, Michael K. Ng, Zhenguo Li, Zhaoqiang Liu
2024	J	`jnl`	Quantizing Heavy-Tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery. IEEE Trans. Inf. Theory Junren Chen, Michael K. Ng, Di Wang
2024	J	`jnl`	Regularized CNN with Geodesic Active Contour and Edge Predictor for Image Segmentation. SIAM J. Imaging Sci. Zhengmeng Jin, Hao Wang, Michael K. Ng, Lihua Min
2024	J	`jnl`	TLS-MWP: A Tensor-Based Long- and Short-Range Convolution for Multiple Weather Prediction. IEEE Trans. Circuits Syst. Video Technol. Guangning Xu, Michael K. Ng, Yunming Ye, Xutao Li, Ge Song, Bowen Zhang, Zhichao Huang
2024	J	`jnl`	Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors. CoRR Junren Chen, Zhaoqiang Liu, Meng Ding, Michael K. Ng
2024	J	`jnl`	Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors. SIAM J. Imaging Sci. Junren Chen, Zhaoqiang Liu, Meng Ding, Michael K. Ng
2023	J	`jnl`	A New Matrix Maximization Model for Computing Ratios of Generalized Singular Values from High-Order GSVD. J. Sci. Comput. Wei-Wei Xu, Michael K. Ng
2023	J	`jnl`	A Parameter-Free Two-Bit Covariance Estimator with Improved Operator Norm Error Rate. CoRR Junren Chen, Michael K. Ng
2023	J	`jnl`	A Self-Supervised Deep Denoiser for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. Zhicheng Wang, Michael K. Ng, Joseph Michalski, Lina Zhuang
2023	A*	`conf`	A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective Classification : Extended abstract. ICDE Chao Han, Jian Chen, Mingkui Tan, Michael K. Ng, Qingyao Wu
2023	J	`jnl`	A τ-preconditioner for a non-symmetric linear system arising from multi-dimensional Riemann-Liouville fractional diffusion equation. Numer. Algorithms Xue-lei Lin, Xin Huang, Michael K. Ng, Hai-Wei Sun
2023	J	`jnl`	Adversarial Auto-encoder Domain Adaptation for Cold-start Recommendation with Positive and Negative Hypergraphs. ACM Trans. Inf. Syst. Hanrui Wu, Jinyi Long, Nuosi Li, Dahai Yu, Michael K. Ng
2023	J	`jnl`	Approximating Probability Distributions by Using Wasserstein Generative Adversarial Networks. SIAM J. Math. Data Sci. Yihang Gao, Michael K. Ng, Mingjie Zhou
2023	J	`jnl`	Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders. IEEE Trans. Serv. Comput. Hanrui Wu, Chung Wang Wong, Jia Zhang, Yuguang Yan, Dahai Yu, Jinyi Long, Michael K. Ng
2023	J	`jnl`	Cross-Track Illumination Correction for Hyperspectral Pushbroom Sensor Images Using Low-Rank and Sparse Representations. IEEE Trans. Geosci. Remote. Sens. Lina Zhuang, Michael K. Ng, Yao Liu
2023	J	`jnl`	Deep Neural Networks for Solving Large Linear Systems Arising from High-Dimensional Problems. SIAM J. Sci. Comput. Yiqi Gu, Michael K. Ng
2023	J	`jnl`	Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng
2023	A*	`conf`	Doubly Intention Learning for Cold-start Recommendation with Uncertainty-aware Stochastic Meta Process. ACM Multimedia Huafeng Liu, Mingjie Zhou, Liping Jing, Michael K. Ng
2023	J	`jnl`	FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal. IEEE Trans. Neural Networks Learn. Syst. Lina Zhuang, Michael K. Ng
2023	J	`jnl`	Graph embedded dynamic mode decomposition for stock price prediction. Algorithmic Finance Andy M. Yip, William T. Ng, Ka-Wai Siu, Albert C. Cheung, Michael K. Ng
2023	A*	`conf`	Iterative Refinement for Multi-Source Visual Domain Adaptation (Extended abstract). ICDE Hanrui Wu, Yuguang Yan, Guosheng Lin, Min Yang, Michael K. Ng, Qingyao Wu
2023	J	`jnl`	Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN. IEEE Trans. Neural Networks Learn. Syst. Wen Yu, Baiying Lei, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Yanyan Shen, Michael K. Ng
2023	J	`jnl`	Multi-relational graph convolutional networks: Generalization guarantees and experiments. Neural Networks Xutao Li, Michael K. Ng, Guangning Xu, Andy M. Yip
2023	Misc	`conf`	On Reinforcement Learning in Stabilizability of Probabilistic Boolean Control Networks. ICMLC Lin Lin, James Lam, Peng Shi, Michael K. Ng, Hak-Keung Lam
2023	J	`jnl`	Quadrature rule based discovery of dynamics by data-driven denoising. J. Comput. Phys. Yiqi Gu, Michael K. Ng
2023	J	`jnl`	Quantized Low-Rank Multivariate Regression With Random Dithering. IEEE Trans. Signal Process. Junren Chen, Yueqi Wang, Michael K. Ng
2023	J	`jnl`	Riemannian conjugate gradient descent method for fixed multi rank third-order tensor completion. J. Comput. Appl. Math. Guang-Jing Song, Xue-Zhong Wang, Michael K. Ng
2023	J	`jnl`	Separable Quaternion Matrix Factorization for Polarization Images. SIAM J. Imaging Sci. Junjun Pan, Michael K. Ng
2023	J	`jnl`	Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors. CoRR Junren Chen, Shuai Huang, Michael K. Ng, Zhaoqiang Liu
2023	J	`jnl`	Spherical Image Inpainting with Frame Transformation and Data-Driven Prior Deep Networks. SIAM J. Imaging Sci. Jianfei Li, Chaoyan Huang, Raymond H. Chan, Han Feng, Michael K. Ng, Tieyong Zeng
2023	J	`jnl`	Tangent Space Based Alternating Projections for Nonnegative Low Rank Matrix Approximation. IEEE Trans. Knowl. Data Eng. Guang-Jing Song, Michael K. Ng, Tai-Xiang Jiang
2023	J	`jnl`	Transfer Learning With Singular Value Decomposition of Multichannel Convolution Matrices. Neural Comput. Tak Shing Au Yeung, Ka Chun Cheung, Michael K. Ng, Simon See, Andy M. Yip
2023	J	`jnl`	Uniform Exact Reconstruction of Sparse Signals and Low-Rank Matrices From Phase-Only Measurements. IEEE Trans. Inf. Theory Junren Chen, Michael K. Ng
2023	J	`jnl`	$\boldsymbol{L_1-\beta L_q}$ Minimization for Signal and Image Recovery. SIAM J. Imaging Sci. Limei Huo, Wengu Chen, Huanmin Ge, Michael K. Ng
2022	J	`jnl`	A Spatial Color Compensation Model Using Saturation-Value Total Variation. SIAM J. Imaging Sci. Wei Wang, Yuming Yang, Michael K. Ng
2022	J	`jnl`	A Tensor-Based Markov Chain Model for Heterogeneous Information Network Collective Classification. IEEE Trans. Knowl. Data Eng. Chao Han, Jian Chen, Mingkui Tan, Michael K. Ng, Qingyao Wu
2022	J	`jnl`	A new clustering algorithm for genes with multiple cancer diseases by self-consistent field iteration method. Netw. Model. Anal. Health Informatics Bioinform. Ye Liu, Michael K. Ng
2022	J	`jnl`	Bayesian Additive Matrix Approximation for Social Recommendation. ACM Trans. Knowl. Discov. Data Huafeng Liu, Liping Jing, Jingxuan Wen, Pengyu Xu, Jian Yu, Michael K. Ng
2022	J	`jnl`	Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss. CoRR Junren Chen, Michael K. Ng
2022	J	`jnl`	Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss. SIAM J. Imaging Sci. Junren Chen, Michael K. Ng
2022	J	`jnl`	Correction to: An Approximate Augmented Lagrangian Method for Nonnegative Low-Rank Matrix Approximation. J. Sci. Comput. Hong Zhu, Michael K. Ng, Guang-Jing Song
2022	J	`jnl`	Deep Adaptive Basis Galerkin Method for High-Dimensional Evolution Equations With Oscillatory Solutions. SIAM J. Sci. Comput. Yiqi Gu, Michael K. Ng
2022	J	`jnl`	Deep Ritz Method for the Spectral Fractional Laplacian Equation Using the Caffarelli-Silvestre Extension. SIAM J. Sci. Comput. Yiqi Gu, Michael K. Ng
2022	J	`jnl`	Deep neural network compression by Tucker decomposition with nonlinear response. Knowl. Based Syst. Ye Liu, Michael K. Ng
2022	J	`jnl`	Deep neural networks for solving extremely large linear systems. CoRR Yiqi Gu, Michael K. Ng
2022	J	`jnl`	Error Bound of Empirical 𝓁 CoRR Junren Chen, Michael K. Ng
2022	J	`jnl`	Experimental Study on Generative Adversarial Network for Precipitation Nowcasting. IEEE Trans. Geosci. Remote. Sens. Chuyao Luo, Xutao Li, Yunming Ye, Shanshan Feng, Michael K. Ng
2022	J	`jnl`	Geometric Inexact Newton Method for Generalized Singular Values of Grassmann Matrix Pair. SIAM J. Matrix Anal. Appl. Weiwei Xu, Michael K. Ng, Zheng-Jian Bai
2022	J	`jnl`	HessianFR: An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization. CoRR Yihang Gao, Huafeng Liu, Michael K. Ng, Mingjie Zhou
2022	J	`jnl`	High Dimensional Statistical Estimation under One-bit Quantization. CoRR Junren Chen, Cheng-Long Wang, Michael K. Ng, Di Wang
2022	J	`jnl`	Hy-Demosaicing: Hyperspectral Blind Reconstruction From Spectral Subsampling. IEEE Trans. Geosci. Remote. Sens. Lina Zhuang, Michael K. Ng, Xiyou Fu, José M. Bioucas-Dias
2022	J	`jnl`	Hypergraph Convolution on Nodes-Hyperedges Network for Semi-Supervised Node Classification. ACM Trans. Knowl. Discov. Data Hanrui Wu, Michael K. Ng
2022	J	`jnl`	Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation. IEEE Geosci. Remote. Sens. Lett. Bing Zhang, Yashinov Aziz, Zhicheng Wang, Lina Zhuang, Michael K. Ng, Lianru Gao
2022	J	`jnl`	Iterative Refinement for Multi-Source Visual Domain Adaptation. IEEE Trans. Knowl. Data Eng. Hanrui Wu, Yuguang Yan, Guosheng Lin, Min Yang, Michael K. Ng, Qingyao Wu
2022	J	`jnl`	Knowledge Preserving and Distribution Alignment for Heterogeneous Domain Adaptation. ACM Trans. Inf. Syst. Hanrui Wu, Qingyao Wu, Michael K. Ng
2022	J	`jnl`	Low Rank Tensor Completion With Poisson Observations. IEEE Trans. Pattern Anal. Mach. Intell. Xiongjun Zhang, Michael K. Ng
2022	J	`jnl`	Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. CoRR Yi-Si Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng
2022	J	`jnl`	Multiple Graphs and Low-Rank Embedding for Multi-Source Heterogeneous Domain Adaptation. ACM Trans. Knowl. Discov. Data Hanrui Wu, Michael K. Ng
2022	J	`jnl`	Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery. IEEE Trans. Cybern. Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang
2022	J	`jnl`	Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting. IEEE Trans. Image Process. Zhigang Jia, Qiyu Jin, Michael K. Ng, Xi-Le Zhao
2022	J	`jnl`	Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. Zhicheng Wang, Michael K. Ng, Lina Zhuang, Lianru Gao, Bing Zhang
2022	J	`jnl`	Quaternion-Based Dictionary Learning and Saturation-Value Total Variation Regularization for Color Image Restoration. IEEE Trans. Multim. Chaoyan Huang, Michael K. Ng, Tingting Wu, Tieyong Zeng
2022	J	`jnl`	Robust tensor train component analysis. Numer. Linear Algebra Appl. Xiongjun Zhang, Michael K. Ng
2022	—	`conf`	SVD-PINNs: Transfer Learning of Physics-Informed Neural Networks via Singular Value Decomposition. SSCI Yihang Gao, Ka Chun Cheung, Michael K. Ng
2022	J	`jnl`	SVD-PINNs: Transfer Learning of Physics-Informed Neural Networks via Singular Value Decomposition. CoRR Yihang Gao, Ka Chun Cheung, Michael K. Ng
2022	J	`jnl`	Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery. IEEE Trans. Image Process. Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li
2022	J	`jnl`	Separable Quaternion Matrix Factorization for Polarization Images. CoRR Junjun Pan, Michael K. Ng
2022	J	`jnl`	Sparse Nonnegative Tensor Factorization and Completion With Noisy Observations. IEEE Trans. Inf. Theory Xiongjun Zhang, Michael K. Ng
2022	J	`jnl`	Sparse Nonnegative Tucker Decomposition and Completion under Noisy Observations. CoRR Xiongjun Zhang, Michael K. Ng
2022	J	`jnl`	Stable Image Reconstruction Using Transformed Total Variation Minimization. SIAM J. Imaging Sci. Limei Huo, Wengu Chen, Huanmin Ge, Michael K. Ng
2022	J	`jnl`	Stochastic Variance Reduced Gradient for affine rank minimization problem. CoRR Ningning Han, Juan Nie, Jian Lu, Michael K. Ng
2022	J	`jnl`	Tensor Completion via Complementary Global, Local, and Nonlocal Priors. IEEE Trans. Image Process. Xi-Le Zhao, Jinghua Yang, Tian-Hui Ma, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang
2022	J	`jnl`	Tensorizing GAN With High-Order Pooling for Alzheimer's Disease Assessment. IEEE Trans. Neural Networks Learn. Syst. Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang
2022	J	`jnl`	Transferable Feature Selection for Unsupervised Domain Adaptation. IEEE Trans. Knowl. Data Eng. Yuguang Yan, Hanrui Wu, Yuzhong Ye, Chaoyang Bi, Min Lu, Dapeng Liu, Qingyao Wu, Michael K. Ng
2022	J	`jnl`	Wasserstein generative adversarial uncertainty quantification in physics-informed neural networks. J. Comput. Phys. Yihang Gao, Michael K. Ng
2021	J	`jnl`	A Variational Model for Spatially Weighting in Image Fusion. SIAM J. Imaging Sci. Zhengmeng Jin, Junkang Zhang, Lihua Min, Michael K. Ng
2021	J	`jnl`	A parallel-in-time two-sided preconditioning for all-at-once system from a non-local evolutionary equation with weakly singular kernel. CoRR Xue-lei Lin, Michael K. Ng, Yajing Zhi
2021	J	`jnl`	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. Xue-lei Lin, Michael K. Ng, Yajing Zhi
2021	J	`jnl`	An Approximate Augmented Lagrangian Method for Nonnegative Low-Rank Matrix Approximation. J. Sci. Comput. Hong Zhu, Michael K. Ng, Guang-Jing Song
2021	J	`jnl`	An approximation method of CP rank for third-order tensor completion. Numerische Mathematik Chao Zeng, Tai-Xiang Jiang, Michael K. Ng
2021	J	`jnl`	Approximation for Probability Distributions by Wasserstein GAN. CoRR Yihang Gao, Michael K. Ng
2021	J	`jnl`	Co-Separable Nonnegative Matrix Factorization. CoRR Junjun Pan, Michael K. Ng
2021	J	`jnl`	Color Image Restoration by Saturation-Value Total Variation Regularization on Vector Bundles. SIAM J. Imaging Sci. Wei Wang, Michael K. Ng
2021	J	`jnl`	Deep Ritz method for the spectral fractional Laplacian equation using the Caffarelli-Silvestre extension. CoRR Yiqi Gu, Michael K. Ng
2021	J	`jnl`	Deep adaptive basis Galerkin method for high-dimensional evolution equations with oscillatory solutions. CoRR Yiqi Gu, Michael K. Ng
2021	J	`jnl`	FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal. CoRR Lina Zhuang, Michael K. Ng
2021	J	`jnl`	Heterogeneous Domain Adaptation by Information Capturing and Distribution Matching. IEEE Trans. Image Process. Hanrui Wu, Hong Zhu, Yuguang Yan, Jiaju Wu, Yifan Zhang, Michael K. Ng
2021	J	`jnl`	Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations. IEEE Trans. Geosci. Remote. Sens. Lina Zhuang, Xiyou Fu, Michael K. Ng, José M. Bioucas-Dias
2021	J	`jnl`	Hyperspectral Image Mixed Noise Removal Using Subspace Representation and Deep CNN Image Prior. Remote. Sens. Lina Zhuang, Michael K. Ng, Xiyou Fu
2021	J	`jnl`	Image Completion and Blind Deconvolution: Model and Algorithm. J. Sci. Comput. Xue-lei Lin, Michael K. Ng
2021	J	`jnl`	Incremental CP Tensor Decomposition by Alternating Minimization Method. SIAM J. Matrix Anal. Appl. Chao Zeng, Michael K. Ng
2021	J	`jnl`	Interpretable Deep Generative Recommendation Models. J. Mach. Learn. Res. Huafeng Liu, Liping Jing, Jingxuan Wen, Pengyu Xu, Jiaqi Wang, Jian Yu, Michael K. Ng
2021	J	`jnl`	Joint Visual and Semantic Optimization for zero-shot learning. Knowl. Based Syst. Hanrui Wu, Yuguang Yan, Sentao Chen, Xiangkang Huang, Qingyao Wu, Michael K. Ng
2021	J	`jnl`	Low Rank Pure Quaternion Approximation for Pure Quaternion Matrices. SIAM J. Matrix Anal. Appl. Guang-Jing Song, Weiyang Ding, Michael K. Ng
2021	J	`jnl`	Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN. CoRR Wen Yu, Baiying Lei, Yanyan Shen, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Michael K. Ng
2021	J	`jnl`	Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform. IEEE Trans. Image Process. Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Michael K. Ng
2021	J	`jnl`	Multiple graph semi-supervised clustering with automatic calculation of graph associations. Neurocomputing Ye Liu, Michael K. Ng, Hong Zhu
2021	J	`jnl`	New Restricted Isometry Property Analysis for ℓ SIAM J. Imaging Sci. Huanmin Ge, Wengu Chen, Michael K. Ng
2021	J	`jnl`	On Recovery of Sparse Signals With Prior Support Information via Weighted ℓₚ-Minimization. IEEE Trans. Inf. Theory Huanmin Ge, Wengu Chen, Michael K. Ng
2021	J	`jnl`	Orthogonal Nonnegative Tucker Decomposition. SIAM J. Sci. Comput. Junjun Pan, Michael K. Ng, Ye Liu, Xiongjun Zhang, Hong Yan
2021	J	`jnl`	Preconditioning for symmetric positive definite systems in balanced fractional diffusion equations. Numerische Mathematik Zhi-Wei Fang, Xue-lei Lin, Michael K. Ng, Hai-Wei Sun
2021	J	`jnl`	Robust Low Transformed Multi-Rank Tensor Methods for Image Alignment. J. Sci. Comput. Duo Qiu, Minru Bai, Michael K. Ng, Xiongjun Zhang
2021	J	`jnl`	Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization. Neurocomputing Duo Qiu, Minru Bai, Michael K. Ng, Xiongjun Zhang
2021	J	`jnl`	Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery. CoRR Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li
2021	J	`jnl`	Social Recommendation With Learning Personal and Social Latent Factors. IEEE Trans. Knowl. Data Eng. Huafeng Liu, Liping Jing, Jian Yu, Michael K. Ng
2021	J	`jnl`	Sparsity reconstruction using nonconvex TGpV-shearlet regularization and constrained projection. Appl. Math. Comput. Tingting Wu, Michael K. Ng, Xi-Le Zhao
2021	J	`jnl`	Spectral analysis for preconditioning of multi-dimensional Riesz fractional diffusion equations. CoRR Xin Huang, Xue-lei Lin, Michael K. Ng, Hai-Wei Sun
2021	J	`jnl`	Structure Preserving Quaternion Generalized Minimal Residual Method. SIAM J. Matrix Anal. Appl. Zhigang Jia, Michael K. Ng
2021	J	`jnl`	Two-stage image segmentation based on nonconvex ℓ2-ℓp approximation and thresholding. Appl. Math. Comput. Tingting Wu, Jinbo Shao, Xiaoyu Gu, Michael K. Ng, Tieyong Zeng
2021	J	`jnl`	Wasserstein Generative Adversarial Uncertainty Quantification in Physics-Informed Neural Networks. CoRR Yihang Gao, Michael K. Ng
2020	J	`jnl`	An all-at-once preconditioner for evolutionary partial differential equations. CoRR Xue-lei Lin, Michael K. Ng
2020	J	`jnl`	Compressive total variation for image reconstruction and restoration. Comput. Math. Appl. Peng Li, Wengu Chen, Michael K. Ng
2020	—	`conf`	Cross-track Illumination Correction For Hyperspectral Pushbroom Sensors Using Total Variation and Sparsity Regularization. SAM Lina Zhuang, Michael K. Ng
2020	J	`jnl`	Decompositions of third-order tensors: HOSVD, T-SVD, and Beyond. Numer. Linear Algebra Appl. Chao Zeng, Michael K. Ng
2020	—	`conf`	Deep Reinforcement Active Learning for Medical Image Classification. MICCAI (1) Jingwen Wang, Yuguang Yan, Yubing Zhang, Guiping Cao, Ming Yang, Michael K. Ng
2020	J	`jnl`	Deep plug-and-play prior for low-rank tensor completion. Neurocomputing Xi-Le Zhao, Wen-Hao Xu, Tai-Xiang Jiang, Yao Wang, Michael K. Ng
2020	J	`jnl`	Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion. CoRR Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng
2020	J	`jnl`	Domain-attention Conditional Wasserstein Distance for Multi-source Domain Adaptation. ACM Trans. Intell. Syst. Technol. Hanrui Wu, Yuguang Yan, Michael K. Ng, Qingyao Wu
2020	J	`jnl`	Efficient Preconditioning for Time Fractional Diffusion Inverse Source Problems. SIAM J. Matrix Anal. Appl. Rihuan Ke, Michael K. Ng, Ting Wei
2020	J	`jnl`	Fast Alternating Projections on Manifolds Based on Tangent Spaces. CoRR Guang-Jing Song, Michael K. Ng
2020	J	`jnl`	Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising. Neurocomputing Xi-Le Zhao, Hao Zhang, Tai-Xiang Jiang, Michael K. Ng, Xiongjun Zhang
2020	J	`jnl`	Fast and High-Order Accuracy Numerical Methods for Time-Dependent Nonlocal Problems in ${\pmb {\mathbb {R}}}^2$. J. Sci. Comput. Rongjun Cao, Minghua Chen, Michael K. Ng, Yu-Jiang Wu
2020	J	`jnl`	Fast and High-order Accuracy Numerical Methods for Time-Dependent Nonlocal Problems in R CoRR Rongjun Cao, Minghua Chen, Michael K. Ng, Yu-Jiang Wu
2020	J	`jnl`	Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion. IEEE Trans. Image Process. Tai-Xiang Jiang, Michael K. Ng, Xi-Le Zhao, Ting-Zhu Huang
2020	J	`jnl`	Geometric Knowledge Embedding for unsupervised domain adaptation. Knowl. Based Syst. Hanrui Wu, Yuguang Yan, Yuzhong Ye, Michael K. Ng, Qingyao Wu
2020	J	`jnl`	Hyperspectral Mixed Noise Removal By $\ell _1$-Norm-Based Subspace Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lina Zhuang, Michael K. Ng
2020	J	`jnl`	Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps. Remote. Sens. Zhicheng Wang, Lina Zhuang, Lianru Gao, Andrea Marinoni, Bing Zhang, Michael K. Ng
2020	J	`jnl`	Low Rank Pure Quaternion Approximation for Pure Quaternion Matrices. CoRR Guang-Jing Song, Weiyang Ding, Michael K. Ng
2020	A*	`conf`	MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product. IJCAI Zhichao Huang, Xutao Li, Yunming Ye, Michael K. Ng
2020	J	`jnl`	Multi-Domain Networks Association for Biological Data Using Block Signed Graph Clustering. IEEE ACM Trans. Comput. Biol. Bioinform. Ye Liu, Michael K. Ng, Stephen Wu
2020	J	`jnl`	New Formulation and Computation for Generalized Singular Values of Grassman Matrix Pair. CoRR Weiwei Xu, Michael K. Ng, Zheng-Jian Bai
2020	J	`jnl`	New RIP Bounds for Recovery of Sparse Signals With Partial Support Information via Weighted ${\ell_{p}}$ -Minimization. IEEE Trans. Inf. Theory Huanmin Ge, Wengu Chen, Michael K. Ng
2020	J	`jnl`	Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Images and Videos Inpainting. CoRR Zhigang Jia, Qiyu Jin, Michael K. Ng, Xile Zhao
2020	J	`jnl`	Nonconvex Optimization for Robust Tensor Completion from Grossly Sparse Observations. J. Sci. Comput. Xueying Zhao, Minru Bai, Michael K. Ng
2020	J	`jnl`	Nonnegative Low Rank Tensor Approximation and its Application to Multi-dimensional Images. CoRR Tai-Xiang Jiang, Michael K. Ng, Junjun Pan, Guang-Jing Song
2020	J	`jnl`	Nonnegative low rank matrix approximation for nonnegative matrices. Appl. Math. Lett. Guang-Jing Song, Michael K. Ng
2020	J	`jnl`	On O( max {n CoRR Guang-Jing Song, Michael K. Ng, Xiongjun Zhang
2020	J	`jnl`	Patched-tube unitary transform for robust tensor completion. Pattern Recognit. Michael K. Ng, Xiongjun Zhang, Xi-Le Zhao
2020	J	`jnl`	Robust Unsupervised Cross-modal Hashing for Multimedia Retrieval. ACM Trans. Inf. Syst. MiaoMiao Cheng, Liping Jing, Michael K. Ng
2020	J	`jnl`	Robust tensor completion using transformed tensor singular value decomposition. Numer. Linear Algebra Appl. Guang-Jing Song, Michael K. Ng, Xiongjun Zhang
2020	J	`jnl`	Singular Vectors From Singular Values. CoRR Weiwei Xu, Michael K. Ng
2020	J	`jnl`	Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations. CoRR Xiongjun Zhang, Michael K. Ng
2020	J	`jnl`	Structured Dictionary Learning for Image Denoising Under Mixed Gaussian and Impulse Noise. IEEE Trans. Image Process. Hong Zhu, Michael K. Ng
2020	J	`jnl`	Tangent Space Based Alternating Projections for Nonnegative Low Rank Matrix Approximation. CoRR Guang-Jing Song, Michael K. Ng, Tai-Xiang Jiang
2020	J	`jnl`	Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data. J. Math. Imaging Vis. Xue-lei Lin, Michael K. Ng, Xi-Le Zhao
2020	J	`jnl`	Tensor train rank minimization with nonlocal self-similarity for tensor completion. CoRR Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Michael K. Ng, Tian-Hui Ma
2020	J	`jnl`	Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment. CoRR Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang
2019	J	`jnl`	A C-eigenvalue problem for tensors with applications to higher-order multivariate Markov chains. Comput. Math. Appl. Wen Li, Rihuan Ke, Wai-Ki Ching, Michael K. Ng
2019	J	`jnl`	A Corrected Tensor Nuclear Norm Minimization Method for Noisy Low-Rank Tensor Completion. SIAM J. Imaging Sci. Xiongjun Zhang, Michael K. Ng
2019	J	`jnl`	A Fast Algorithm for Solving Linear Inverse Problems with Uniform Noise Removal. J. Sci. Comput. Xiongjun Zhang, Michael K. Ng
2019	J	`jnl`	A Peaceman-Rachford Splitting Method with Monotone Plus Skew-Symmetric Splitting for Nonlinear Saddle Point Problems. J. Sci. Comput. Weiyang Ding, Michael K. Ng, Wenxing Zhang
2019	J	`jnl`	A Semisupervised Classification Approach for Multidomain Networks With Domain Selection. IEEE Trans. Neural Networks Learn. Syst. Chuan Chen, Jingxue Xin, Yong Wang, Luonan Chen, Michael K. Ng
2019	J	`jnl`	A fast solver for multidimensional time-space fractional diffusion equation with variable coefficients. Comput. Math. Appl. Xue-lei Lin, Michael K. Ng
2019	J	`jnl`	A primal-dual method for the Meyer model of cartoon and texture decomposition. Numer. Linear Algebra Appl. You-Wei Wen, Hai-Wei Sun, Michael K. Ng
2019	J	`jnl`	Bilinear Constraint based ADMM for Mixed Poisson-Gaussian Noise Removal. CoRR Jie Zhang, Yuping Duan, Yue Lu, Michael K. Ng, Huibin Chang
2019	J	`jnl`	Calibration of ϵ-insensitive loss in support vector machines regression. J. Frankl. Inst. Hongzhi Tong, Michael K. Ng
2019	J	`jnl`	Circulant preconditioners for a kind of spatial fractional diffusion equations. Numer. Algorithms Zhi-Wei Fang, Michael K. Ng, Hai-Wei Sun
2019	J	`jnl`	Color Image Restoration by Saturation-Value Total Variation. SIAM J. Imaging Sci. Zhigang Jia, Michael K. Ng, Wei Wang
2019	J	`jnl`	Crank-Nicolson Alternative Direction Implicit Method for Space-Fractional Diffusion Equations with Nonseparable Coefficients. SIAM J. Numer. Anal. Xue-lei Lin, Michael K. Ng, Hai-Wei Sun
2019	J	`jnl`	Deep Plug-and-play Prior for Low-rank Tensor Completion. CoRR Wen-Hao Xu, Xi-Le Zhao, Tai-Xiang Jiang, Yao Wang, Michael K. Ng
2019	J	`jnl`	Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion. CoRR Tai-Xiang Jiang, Michael K. Ng, Xi-Le Zhao, Ting-Zhu Huang
2019	J	`jnl`	Image colorization by fusion of color transfers based on DFT and variance features. Comput. Math. Appl. Zhengmeng Jin, Lihua Min, Michael K. Ng, Minling Zheng
2019	J	`jnl`	Image colorization by using graph bi-Laplacian. Adv. Comput. Math. Fang Li, Michael K. Ng
2019	J	`jnl`	Lanczos method for large-scale quaternion singular value decomposition. Numer. Algorithms Zhigang Jia, Michael K. Ng, Guang-Jing Song
2019	J	`jnl`	Low-resolution image categorization via heterogeneous domain adaptation. Knowl. Based Syst. Yuan Yao, Xutao Li, Yunming Ye, Feng Liu, Michael K. Ng, Zhichao Huang, Yu Zhang
2019	J	`jnl`	Molecular subtyping of cancer: current status and moving toward clinical applications. Briefings Bioinform. Lan Zhao, Victor H. F. Lee, Michael K. Ng, Hong Yan, Maarten F. Bijlsma
2019	J	`jnl`	On predicting epithelial mesenchymal transition by integrating RNA-binding proteins and correlation data via Artif. Intell. Medicine Yushan Qiu, Hao Jiang, Wai-Ki Ching, Michael K. Ng
2019	J	`jnl`	Online Heterogeneous Transfer Learning by Knowledge Transition. ACM Trans. Intell. Syst. Technol. Hanrui Wu, Yuguang Yan, Yuzhong Ye, Huaqing Min, Michael K. Ng, Qingyao Wu
2019	J	`jnl`	Orthogonal Nonnegative Tucker Decomposition. CoRR Junjun Pan, Michael K. Ng, Ye Liu, Xiongjun Zhang, Hong Yan
2019	A*	`conf`	Oversampling for Imbalanced Data via Optimal Transport. AAAI Yuguang Yan, Mingkui Tan, Yanwu Xu, Jiezhang Cao, Michael K. Ng, Huaqing Min, Qingyao Wu
2019	J	`jnl`	Robust Tensor Completion Using Transformed Tensor SVD. CoRR Guang-Jing Song, Michael K. Ng, Xiongjun Zhang
2019	J	`jnl`	Robust quaternion matrix completion with applications to image inpainting. Numer. Linear Algebra Appl. Zhigang Jia, Michael K. Ng, Guang-Jing Song
2019	J	`jnl`	Sentiment Lexicon Construction With Hierarchical Supervision Topic Model. IEEE ACM Trans. Audio Speech Lang. Process. Dong Deng, Liping Jing, Jian Yu, Shaolong Sun, Michael K. Ng
2019	J	`jnl`	Sparse matrix computation for air quality forecast data assimilation. Numer. Algorithms Michael K. Ng, Zhaochen Zhu
2019	J	`jnl`	Structural Similarity-Based Nonlocal Variational Models for Image Restoration. IEEE Trans. Image Process. Wei Wang, Fang Li, Michael K. Ng
2019	J	`jnl`	Tensor-Based Low-Dimensional Representation Learning for Multi-View Clustering. IEEE Trans. Image Process. MiaoMiao Cheng, Liping Jing, Michael K. Ng
2019	J	`jnl`	Tucker Decomposition Network: Expressive Power and Comparison. CoRR Ye Liu, Junjun Pan, Michael K. Ng
2018	J	`jnl`	A Fast Algorithm for Deconvolution and Poisson Noise Removal. J. Sci. Comput. Xiongjun Zhang, Michael K. Ng, Minru Bai
2018	—	`conf`	Accumulated Relative Density Outlier Detection For Large Scale Traffic Data. IRIACV Sophia W. T. T. Liu, Henry Y. T. Ngan, Michael K. Ng, Steven J. Simske
2018	J	`jnl`	Block principal component analysis for tensor objects with frequency or time information. Neurocomputing Xutao Li, Michael K. Ng, Xiaofei Xu, Yunming Ye
2018	J	`jnl`	Discriminative tracking via supervised tensor learning. Neurocomputing Guoxia Xu, Sheheryar Khan, Hu Zhu, Lixin Han, Michael K. Ng, Hong Yan
2018	J	`jnl`	Graph Spectral Image Processing. Proc. IEEE Gene Cheung, Enrico Magli, Yuichi Tanaka, Michael K. Ng
2018	J	`jnl`	Multi-Instance Dimensionality Reduction via Sparsity and Orthogonality. Neural Comput. Hong Zhu, Li-Zhi Liao, Michael K. Ng
2018	J	`jnl`	Multi-instance transfer metric learning by weighted distribution and consistent maximum likelihood estimation. Neurocomputing Siyu Jiang, Yonghui Xu, Hengjie Song, Qingyao Wu, Michael K. Ng, Huaqing Min, Shaojian Qiu
2018	J	`jnl`	Multiple graphs clustering by gradient flow method. J. Frankl. Inst. Hong Zhu, Chuan Chen, Li-Zhi Liao, Michael K. Ng
2018	J	`jnl`	Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions. IEEE Trans. Neural Networks Learn. Syst. Yuguang Yan, Qingyao Wu, Mingkui Tan, Michael K. Ng, Huaqing Min, Ivor W. Tsang
2018	J	`jnl`	Orthogonal Nonnegative Matrix Factorization by Sparsity and Nuclear Norm Optimization. SIAM J. Matrix Anal. Appl. Junjun Pan, Michael K. Ng
2018	—	`conf`	Outlier Detection in Large-Scale Traffic Data by Regression Analysis. IRIACV Philip Lam, Lili Wang, Henry Y. T. Ngan, Nelson H. C. Yung, Michael K. Ng
2018	J	`jnl`	Stability and Convergence Analysis of Finite Difference Schemes for Time-Dependent Space-Fractional Diffusion Equations with Variable Diffusion Coefficients. J. Sci. Comput. Xue-lei Lin, Michael K. Ng, Hai-Wei Sun
2018	B	`conf`	Structured Convex Optimization Method for Orthogonal Nonnegative Matrix Factorization. ICPR Junjun Pan, Michael K. Ng, Xiongjun Zhang
2018	J	`jnl`	Symmetric orthogonal approximation to symmetric tensors with applications to image reconstruction. Numer. Linear Algebra Appl. Junjun Pan, Michael K. Ng
2017	J	`jnl`	A Splitting Preconditioner for Toeplitz-Like Linear Systems Arising from Fractional Diffusion Equations. SIAM J. Matrix Anal. Appl. Xue-lei Lin, Michael K. Ng, Hai-Wei Sun
2017	J	`jnl`	A divide-and-conquer fast finite difference method for space-time fractional partial differential equation. Comput. Math. Appl. Hongfei Fu, Michael K. Ng, Hong Wang
2017	J	`jnl`	A multigrid method for linear systems arising from time-dependent two-dimensional space-fractional diffusion equations. J. Comput. Phys. Xue-lei Lin, Michael K. Ng, Hai-Wei Sun
2017	J	`jnl`	A variational approach for restoring images corrupted by noisy blur kernels and additive noise. Numer. Linear Algebra Appl. Michael K. Ng, Wei Wang, Xile Zhao
2017	J	`jnl`	Block linear discriminant analysis for visual tensor objects with frequency or time information. J. Vis. Commun. Image Represent. Xutao Li, Michael K. Ng, Yunming Ye, Eric Ke Wang, Xiaofei Xu
2017	J	`jnl`	Block spectral clustering for multiple graphs with inter-relation. Netw. Model. Anal. Health Informatics Bioinform. Chuan Chen, Michael K. Ng, Shuqin Zhang
2017	J	`jnl`	Block spectral clustering methods for multiple graphs. Numer. Linear Algebra Appl. Chuan Chen, Michael K. Ng, Shuqin Zhang
2017	J	`jnl`	Drug-target interaction prediction by integrating multiview network data. Comput. Biol. Chem. Xin Zhang, Limin Li, Michael K. Ng, Shuqin Zhang
2017	J	`jnl`	Exact Tensor Completion from Sparsely Corrupted Observations via Convex Optimization. CoRR Jonathan Q. Jiang, Michael K. Ng
2017	J	`jnl`	Lattice-Based Patterned Fabric Inspection by Using Total Variation with Sparsity and Low-Rank Representations. SIAM J. Imaging Sci. Michael K. Ng, Henry Y. T. Ngan, Xiaoming Yuan, Wenxing Zhang
2017	J	`jnl`	MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation. IEEE Trans. Neural Networks Learn. Syst. Xutao Li, Michael K. Ng, Gao Cong, Yunming Ye, Qingyao Wu
2017	C	`conf`	Miss data reconstruction in remote sensing images with a double weighted tensor low rank model. IGARSS Qiangqiang Yuan, Michael K. Ng, Huanfeng Shen, Liangpei Zhang, Jie Li
2017	J	`jnl`	Multi-Label Classification by Semi-Supervised Singular Value Decomposition. IEEE Trans. Image Process. Liping Jing, Chenyang Shen, Liu Yang, Jian Yu, Michael K. Ng
2017	J	`jnl`	Nonconvex-TV Based Image Restoration with Impulse Noise Removal. SIAM J. Imaging Sci. Xiongjun Zhang, Minru Bai, Michael K. Ng
2017	J	`jnl`	Parallel Active Subspace Decomposition for Scalable and Efficient Tensor Robust Principal Component Analysis. CoRR Jonathan Q. Jiang, Michael K. Ng
2017	A*	`conf`	Tensor Based Relations Ranking for Multi-relational Collective Classification. ICDM Chao Han, Qingyao Wu, Michael K. Ng, Jiezhang Cao, Mingkui Tan, Jian Chen
2017	J	`jnl`	The uniqueness of multilinear PageRank vectors. Numer. Linear Algebra Appl. Wen Li, Dongdong Liu, Michael K. Ng, Seak-Weng Vong
2016	J	`jnl`	A cartoon-plus-texture image decomposition model for blind deconvolution. Multidimens. Syst. Signal Process. Wei Wang, Xile Zhao, Michael K. Ng
2016	J	`jnl`	A discriminative and sparse topic model for image classification and annotation. Image Vis. Comput. Liu Yang, Liping Jing, Michael K. Ng, Jian Yu
2016	J	`jnl`	A fast Markov chain based algorithm for MIML learning. Neurocomputing Michael K. Ng, Qingyao Wu, Chenyang Shen
2016	J	`jnl`	A fast accurate approximation method with multigrid solver for two-dimensional fractional sub-diffusion equation. J. Comput. Phys. Xue-lei Lin, Xin Lu, Michael K. Ng, Hai-Wei Sun
2016	J	`jnl`	A spatially variant total variational model for chromatic aberration correction. J. Vis. Commun. Image Represent. Ling Pi, Wei Wang, Michael K. Ng
2016	J	`jnl`	An image pixel based variational model for histogram equalization. J. Vis. Commun. Image Represent. Wei Wang, Chuan Chen, Michael K. Ng
2016	J	`jnl`	Convex regularized inverse filtering methods for blind image deconvolution. Signal Image Video Process. Wei Wang, Michael K. Ng
2016	J	`jnl`	Fast Iterative Solvers for Linear Systems Arising from Time-Dependent Space-Fractional Diffusion Equations. SIAM J. Sci. Comput. Jianyu Pan, Michael K. Ng, Hong Wang
2016	J	`jnl`	Gene-microRNA network module analysis for ovarian cancer. BMC Syst. Biol. Shuqin Zhang, Michael K. Ng
2016	J	`jnl`	Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data. SIAM J. Sci. Comput. Xiaowei Zhang, Li Cheng, Delin Chu, Li-Zhi Liao, Michael K. Ng, Roger C. E. Tan
2016	J	`jnl`	Learning Transferred Weights From Co-Occurrence Data for Heterogeneous Transfer Learning. IEEE Trans. Neural Networks Learn. Syst. Liu Yang, Liping Jing, Jian Yu, Michael K. Ng
2016	J	`jnl`	ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label Classification. IEEE Trans. Knowl. Data Eng. Qingyao Wu, Mingkui Tan, Hengjie Song, Jian Chen, Michael K. Ng
2016	J	`jnl`	MultiVCRank With Applications to Image Retrieval. IEEE Trans. Image Process. Xutao Li, Yunming Ye, Michael K. Ng
2016	J	`jnl`	Multiplicative Noise and Blur Removal by Framelet Decomposition and l IEEE Trans. Image Process. Fan Wang, Xi-Le Zhao, Michael K. Ng
2016	J	`jnl`	Phase Retrieval from Incomplete Magnitude Information via Total Variation Regularization. SIAM J. Sci. Comput. Huibin Chang, Yifei Lou, Michael K. Ng, Tieyong Zeng
2015	J	`jnl`	A contrast maximization method for color-to-grayscale conversion. Multidimens. Syst. Signal Process. Zhengmeng Jin, Michael K. Ng
2015	J	`jnl`	A fast direct method for block triangular Toeplitz-like with tri-diagonal block systems from time-fractional partial differential equations. J. Comput. Phys. Rihuan Ke, Michael K. Ng, Hai-Wei Sun
2015	J	`jnl`	Alternating Direction Method of Multipliers for Nonlinear Image Restoration Problems. IEEE Trans. Image Process. Chuan Chen, Michael K. Ng, Xi-Le Zhao
2015	J	`jnl`	Dedication to Robert J. Plemmons. Numer. Linear Algebra Appl. James G. Nagy, Michael K. Ng
2015	J	`jnl`	Functional Module Analysis for Gene Coexpression Networks with Network Integration. IEEE ACM Trans. Comput. Biol. Bioinform. Shuqin Zhang, Hongyu Zhao, Michael K. Ng
2015	J	`jnl`	Median filtering-based methods for static background extraction from surveillance video. Numer. Linear Algebra Appl. Xinxin Li, Michael K. Ng, Xiaoming Yuan
2015	J	`jnl`	Multiple networks modules identification by a multi-dimensional Markov chain method. Netw. Model. Anal. Health Informatics Bioinform. Chenyang Shen, Junjun Pan, Shuqin Zhang, Michael K. Ng
2015	J	`jnl`	Robust and Non-Negative Collective Matrix Factorization for Text-to-Image Transfer Learning. IEEE Trans. Image Process. Liu Yang, Liping Jing, Michael K. Ng
2015	A*	`conf`	Semi-supervised low-rank mapping learning for multi-label classification. CVPR Liping Jing, Liu Yang, Jian Yu, Michael K. Ng
2015	J	`jnl`	Some bounds for the spectral radius of nonnegative tensors. Numerische Mathematik Wen Li, Michael K. Ng
2015	J	`jnl`	Tone mapping for high-dynamic-range images using localized gamma correction. J. Electronic Imaging Motong Qiao, Michael K. Ng
2015	J	`jnl`	Total variation based tensor decomposition for multi-dimensional data with time dimension. Numer. Linear Algebra Appl. Chuan Chen, Xutao Li, Michael K. Ng, Xiaoming Yuan
2014	J	`jnl`	A New Convex Optimization Model for Multiplicative Noise and Blur Removal. SIAM J. Imaging Sci. Xi-Le Zhao, Fan Wang, Michael K. Ng
2014	J	`jnl`	A Variational Approach for Image Decolorization by Variance Maximization. SIAM J. Imaging Sci. Zhengmeng Jin, Fang Li, Michael K. Ng
2014	J	`jnl`	Birkhoff-von Neumann Theorem for Multistochastic Tensors. SIAM J. Matrix Anal. Appl. Lu-Bin Cui, Wen Li, Michael K. Ng
2014	J	`jnl`	Collective prediction of protein functions from protein-protein interaction networks. BMC Bioinform. Qingyao Wu, Yunming Ye, Michael K. Ng, Shen-Shyang Ho, Ruichao Shi
2014	J	`jnl`	Cotransfer Learning Using Coupled Markov Chains with Restart. IEEE Intell. Syst. Qingyao Wu, Michael K. Ng, Yunming Ye
2014	J	`jnl`	ForesTexter: An efficient random forest algorithm for imbalanced text categorization. Knowl. Based Syst. Qingyao Wu, Yunming Ye, Haijun Zhang, Michael K. Ng, Shen-Shyang Ho
2014	A	`conf`	Mixed-Transfer: Transfer Learning over Mixed Graphs. SDM Ben Tan, Erheng Zhong, Michael K. Ng, Qiang Yang
2014	J	`jnl`	Multi-label collective classification via Markov chain based learning method. Knowl. Based Syst. Qingyao Wu, Michael K. Ng, Yunming Ye, Xutao Li, Ruichao Shi, Yan Li
2014	J	`jnl`	MultiComm: Finding Community Structurein Multi-Dimensional Networks. IEEE Trans. Knowl. Data Eng. Xutao Li, Michael K. Ng, Yunming Ye
2014	J	`jnl`	On condition numbers of the spectral projections associated with periodic eigenproblems. J. Comput. Appl. Math. Xiao-Shan Chen, Wen Li, Michael K. Ng
2014	J	`jnl`	Patterned Fabric Inspection and Visualization by the Method of Image Decomposition. IEEE Trans Autom. Sci. Eng. Michael K. Ng, Henry Y. T. Ngan, Xiaoming Yuan, Wenxing Zhang
2014	J	`jnl`	Preconditioning Techniques for Diagonal-times-Toeplitz Matrices in Fractional Diffusion Equations. SIAM J. Sci. Comput. Jianyu Pan, Rihuan Ke, Michael K. Ng, Hai-Wei Sun
2014	J	`jnl`	Reducing Artifacts in JPEG Decompression Via a Learned Dictionary. IEEE Trans. Signal Process. Huibin Chang, Michael K. Ng, Tieyong Zeng
2014	J	`jnl`	Sparse Label-Indicator Optimization Methods for Image Classification. IEEE Trans. Image Process. Liping Jing, Michael K. Ng
2014	J	`jnl`	The Perturbation Bound for the Spectral Radius of a Nonnegative Tensor. Adv. Numer. Anal. Wen Li, Michael K. Ng
2014	J	`jnl`	Weighted Toeplitz Regularized Least Squares Computation for Image Restoration. SIAM J. Sci. Comput. Michael K. Ng, Jianyu Pan
2013	J	`jnl`	A Variational Approach for Image Stitching I. SIAM J. Imaging Sci. Wei Wang, Michael K. Ng
2013	J	`jnl`	A Variational Approach for Image Stitching II: Using Image Gradients. SIAM J. Imaging Sci. Michael K. Ng, Wei Wang
2013	J	`jnl`	A Variational Histogram Equalization Method for Image Contrast Enhancement. SIAM J. Imaging Sci. Wei Wang, Michael K. Ng
2013	—	`conf`	A Variational Method for Expanding the Bit-Depth of Low Contrast Image. EMMCVPR Motong Qiao, Wei Wang, Michael K. Ng
2013	J	`jnl`	A fast minimization method for blur and multiplicative noise removal. Int. J. Comput. Math. Fan Wang, Michael K. Ng
2013	J	`jnl`	Coupled Variational Image Decomposition and Restoration Model for Blurred Cartoon-Plus-Texture Images With Missing Pixels. IEEE Trans. Image Process. Michael K. Ng, Xiaoming Yuan, Wenxing Zhang
2013	J	`jnl`	Deblurring and Sparse Unmixing for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Xi-Le Zhao, Fan Wang, Ting-Zhu Huang, Michael K. Ng, Robert J. Plemmons
2013	J	`jnl`	Dictionary Learning-Based Subspace Structure Identification in Spectral Clustering. IEEE Trans. Neural Networks Learn. Syst. Liping Jing, Michael K. Ng, Tieyong Zeng
2013	J	`jnl`	Markov-Miml: A Markov chain-based multi-instance multi-label learning algorithm. Knowl. Inf. Syst. Qingyao Wu, Michael K. Ng, Yunming Ye
2013	J	`jnl`	On 퓁 SIAM J. Sci. Comput. Mila Nikolova, Michael K. Ng, Chi-Pan Tam
2013	J	`jnl`	Sparse Canonical Correlation Analysis: New Formulation and Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. Delin Chu, Li-Zhi Liao, Michael K. Ng, Xiaowei Zhang
2013	—	`conf`	Sparse-MIML: A Sparsity-Based Multi-Instance Multi-Learning Algorithm. EMMCVPR Chenyang Shen, Liping Jing, Michael K. Ng
2013	J	`jnl`	Stratified sampling for feature subspace selection in random forests for high dimensional data. Pattern Recognit. Yunming Ye, Qingyao Wu, Joshua Zhexue Huang, Michael K. Ng, Xutao Li
2013	J	`jnl`	Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis. J. Optim. Theory Appl. Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng
2013	J	`jnl`	The perturbation bound for the Perron vector of a transition probability tensor. Numer. Linear Algebra Appl. Wen Li, Lu-Bin Cui, Michael K. Ng
2013	J	`jnl`	The spectral theory of tensors and its applications. Numer. Linear Algebra Appl. Lek-Heng Lim, Michael K. Ng, Liqun Qi
2013	J	`jnl`	Total Variation Structured Total Least Squares Method for Image Restoration. SIAM J. Sci. Comput. Xi-Le Zhao, Wei Wang, Tieyong Zeng, Ting-Zhu Huang, Michael K. Ng
2013	J	`jnl`	Transductive Multilabel Learning via Label Set Propagation. IEEE Trans. Knowl. Data Eng. Xiangnan Kong, Michael K. Ng, Zhi-Hua Zhou
2012	J	`jnl`	A Semisupervised Segmentation Model for Collections of Images. IEEE Trans. Image Process. Yan Nei Law, Hwee Kuan Lee, Michael K. Ng, Andy M. Yip
2012	J	`jnl`	A Variational Method for Multiple-Image Blending. IEEE Trans. Image Process. Wei Wang, Michael K. Ng
2012	—	`conf`	Construction and analysis of genome-wide SNP networks. ISB Yang Liu, Jin Zhou, Zhi-Ping Liu, Luonan Chen, Michael K. Ng
2012	J	`jnl`	Coupled segmentation and denoising/deblurring models for hyperspectral material identification. Numer. Linear Algebra Appl. Fang Li, Michael K. Ng, Robert J. Plemmons
2012	J	`jnl`	Erratum. Numer. Linear Algebra Appl. Zhong-Zhi Bai, Michael K. Ng
2012	J	`jnl`	Guest Editorial: Bioinformatics and Computational Systems Biology. IEEE ACM Trans. Comput. Biol. Bioinform. Luonan Chen, Michael K. Ng
2012	A	`conf`	HAR: Hub, Authority and Relevance Scores in Multi-Relational Data for Query Search. SDM Xutao Li, Michael K. Ng, Yunming Ye
2012	—	`conf`	MultiFacTV: Finding modules from higher-order gene expression profiles with time dimension. BIBM Xutao Li, Yunming Ye, Qingyao Wu, Michael K. Ng
2012	J	`jnl`	Multiplicative Noise Removal via a Learned Dictionary. IEEE Trans. Image Process. Yu-Mei Huang, Lionel Moisan, Michael K. Ng, Tieyong Zeng
2012	J	`jnl`	Non-Lipschitz l IEEE Trans. Image Process. Xiaojun Chen, Michael K. Ng, Chao Zhang
2012	J	`jnl`	On adaptively accelerated Arnoldi method for computing PageRank. Numer. Linear Algebra Appl. Jun-Feng Yin, Guo-Jian Yin, Michael K. Ng
2012	J	`jnl`	On computation of the steady-state probability distribution of probabilistic Boolean networks with gene perturbation. J. Comput. Appl. Math. Wen Li, Lu-Bin Cui, Michael K. Ng
2012	J	`jnl`	Perturbation Analysis for Antitriangular Schur Decomposition. SIAM J. Matrix Anal. Appl. Xiao-Shan Chen, Wen Li, Michael K. Ng
2012	J	`jnl`	SNMFCA: Supervised NMF-Based Image Classification and Annotation. IEEE Trans. Image Process. Liping Jing, Chao Zhang, Michael K. Ng
2012	J	`jnl`	Sparse Orthogonal Linear Discriminant Analysis. SIAM J. Sci. Comput. Delin Chu, Li-Zhi Liao, Michael K. Ng
2012	J	`jnl`	Structured matrices and tensors. Numer. Linear Algebra Appl. Michael K. Ng, Raymond H. Chan, Xiaojun Chen, Liqun Qi, Franklin T. Luk, Eugene Tyrtyshnikov
2011	J	`jnl`	A Relaxed Dimensional Factorization preconditioner for the incompressible Navier-Stokes equations. J. Comput. Phys. Michele Benzi, Michael K. Ng, Qiang Niu, Zhen Wang
2011	J	`jnl`	A Total Variation Model for Retinex. SIAM J. Imaging Sci. Michael K. Ng, Wei Wang
2011	J	`jnl`	Approximate inverse-free preconditioners for Toeplitz matrices. Appl. Math. Comput. You-Wei Wen, Wai-Ki Ching, Michael K. Ng
2011	J	`jnl`	Blind Deconvolution Using Generalized Cross-Validation Approach to Regularization Parameter Estimation. IEEE Trans. Image Process. Haiyong Liao, Michael K. Ng
2011	J	`jnl`	Compression and denoising using Comput. Optim. Appl. Andy C. Yau, Xue-Cheng Tai, Michael K. Ng
2011	J	`jnl`	Fast minimization methods for solving constrained total-variation superresolution image reconstruction. Multidimens. Syst. Signal Process. Michael K. Ng, Fan Wang, Xiao-Ming Yuan
2011	J	`jnl`	Inexact Alternating Direction Methods for Image Recovery. SIAM J. Sci. Comput. Michael K. Ng, Fan Wang, Xiaoming Yuan
2011	J	`jnl`	On gene Selection and Classification for Cancer microarray Data Using Multi-Step Clustering and Sparse Representation. Adv. Data Sci. Adapt. Anal. Liping Jing, Michael K. Ng, Tieyong Zeng
2011	—	`conf`	On selection of spatial-varying regularization parameters in total variation image restoration. nDS Wai Lam Fong, Michael K. Ng
2011	J	`jnl`	On sparse linear discriminant analysis algorithm for high-dimensional data classification. Numer. Linear Algebra Appl. Michael K. Ng, Li-Zhi Liao, Lei-Hong Zhang
2011	J	`jnl`	Restoration of images corrupted by mixed Gaussian-impulse noise via l Pattern Recognit. Yu Xiao, Tieyong Zeng, Jian Yu, Michael K. Ng
2011	J	`jnl`	SNP and gene networks construction and analysis from classification of copy number variations data. BMC Bioinform. Yang Liu, Yiu Lee, Michael K. Ng
2011	—	`conf`	Stratified Random Forest for Genome-wide Association Study. BIBM Qingyao Wu, Yunming Ye, Yang Liu, Michael K. Ng
2010	—	`ed.`	2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010, Hong Kong, China, December 18-21, 2010, Proceedings BIBM Taesung Park, Stephen Kwok-Wing Tsui, Luonan Chen, Michael K. Ng, Limsoon Wong, Xiaohua Hu
2010	J	`jnl`	A Multiphase Image Segmentation Method Based on Fuzzy Region Competition. SIAM J. Imaging Sci. Fang Li, Michael K. Ng, Tieyong Zeng, Chunli Shen
2010	J	`jnl`	Accurate Vascular Delay Estimation from Low-Temporal Resolution Image Data Set [Life Sciences]. IEEE Signal Process. Mag. Kelvin Wong, Chi-Pan Tam, Michael K. Ng
2010	J	`jnl`	Approximate Inverse Circulant-plus-Diagonal Preconditioners for Toeplitz-plus-Diagonal Matrices. SIAM J. Sci. Comput. Michael K. Ng, Jianyu Pan
2010	—	`conf`	Classification of genome-wide copy number variations and their associated SNP and gene networks analysis. BIBM Yang Liu, Yiu-Fai Lee, Michael K. Ng
2010	J	`jnl`	Construction of gene networks with hybrid approach from expression profile and gene ontology. IEEE Trans. Inf. Technol. Biomed. Liping Jing, Michael K. Ng, Ying Liu
2010	J	`jnl`	Decay in Functions of Multiband Matrices. SIAM J. Matrix Anal. Appl. Nicola Mastronardi, Michael K. Ng, E. E. Tyrtyshnikov
2010	B	`conf`	Exploiting Word Cluster Information for Unsupervised Feature Selection. PRICAI Qingyao Wu, Yunming Ye, Michael K. Ng, Hanjing Su, Joshua Zhexue Huang
2010	J	`jnl`	Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis. SIAM J. Matrix Anal. Appl. Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng
2010	J	`jnl`	Fast Nonconvex Nonsmooth Minimization Methods for Image Restoration and Reconstruction. IEEE Trans. Image Process. Mila Nikolova, Michael K. Ng, Chi-Pan Tam
2010	Misc	`conf`	Fast total variation image restoration with parameter estimation using bayesian inference. ICASSP Bruno Amizic, S. Derin Babacan, Michael K. Ng, Rafael Molina, Aggelos K. Katsaggelos
2010	—	`conf`	Hyperspectral image segmentation, deblurring, and spectral analysis for material identification. Visual Information Processing Fang Li, Michael K. Ng, Robert J. Plemmons, Sudhakar Prasad, Qiang Zhang
2010	J	`jnl`	Inverse product Toeplitz preconditioners for non-Hermitian Toeplitz systems. Numer. Algorithms Fu-Rong Lin, Michael K. Ng
2010	J	`jnl`	Knowledge-based vector space model for text clustering. Knowl. Inf. Syst. Liping Jing, Michael K. Ng, Joshua Zhexue Huang
2010	—	`ch.`	Medical Document Clustering Using Ontology-Based Term Similarity Measures. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Jiali Xia, Xiaohua Zhou
2010	A*	`conf`	Multi-Instance Dimensionality Reduction. AAAI Yu-Yin Sun, Michael K. Ng, Zhi-Hua Zhou
2010	J	`jnl`	Multiplicative Noise Removal with Spatially Varying Regularization Parameters. SIAM J. Imaging Sci. Fang Li, Michael K. Ng, Chaomin Shen
2010	J	`jnl`	Numerical methods for interactive multiple-class image segmentation problems. Int. J. Imaging Syst. Technol. Michael K. Ng, Guoping Qiu, Andy M. Yip
2010	J	`jnl`	On cluster tree for nested and multi-density data clustering. Pattern Recognit. Xutao Li, Yunming Ye, Mark Junjie Li, Michael K. Ng
2010	J	`jnl`	On the Total Variation Dictionary Model. IEEE Trans. Image Process. Tieyong Zeng, Michael K. Ng
2010	J	`jnl`	Prior knowledge based mining functional modules from Yeast PPI networks with gene ontology. BMC Bioinform. Liping Jing, Michael K. Ng
2010	J	`jnl`	Product-type block preconditioners for electromagnetic cavity problems. Appl. Math. Comput. Yu-Mei Huang, Michael K. Ng
2010	J	`jnl`	SKM-SNP: SNP markers detection method. J. Biomed. Informatics Yang Liu, Mark Junjie Li, Yiu-ming Cheung, Pak Chung Sham, Michael K. Ng
2010	—	`conf`	SNP specific extraction and analysis using shrunken dissimilarity measure. BCB Yang Liu, Michael K. Ng, Jin Zhou
2010	J	`jnl`	Shrunken methodology to genome-wide SNPs selection and construction of SNPs networks. BMC Syst. Biol. Yang Liu, Michael K. Ng
2010	J	`jnl`	Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods. SIAM J. Sci. Comput. Michael K. Ng, Pierre Weiss, Xiaoming Yuan
2010	J	`jnl`	Variational Fuzzy Mumford--Shah Model for Image Segmentation. SIAM J. Appl. Math. Fang Li, Michael K. Ng, Chunming Li
2009	J	`jnl`	A Fast l1-TV Algorithm for Image Restoration. SIAM J. Sci. Comput. Xiaoxia Guo, Fang Li, Michael K. Ng
2009	J	`jnl`	A New Total Variation Method for Multiplicative Noise Removal. SIAM J. Imaging Sci. Yu-Mei Huang, Michael K. Ng, You-Wei Wen
2009	J	`jnl`	A high-order Markov-switching model for risk measurement. Comput. Math. Appl. Tak Kuen Siu, Wai-Ki Ching, Eric S. Fung, Michael K. Ng, Xun Li
2009	J	`jnl`	A new fuzzy k-modes clustering algorithm for categorical data. Int. J. Granul. Comput. Rough Sets Intell. Syst. Michael K. Ng, Liping Jing
2009	J	`jnl`	A semi-supervised approach to projected clustering with applications to microarray data. Int. J. Data Min. Bioinform. Kevin Y. Yip, Lin Cheung, David W. Cheung, Liping Jing, Michael K. Ng
2009	J	`jnl`	Analyses and Algorithms for Predecessor and Control Problems for Boolean Networks of Bounded Indegree. Inf. Media Technol. Tatsuya Akutsu, Morihiro Hayashida, Shuqin Zhang, Wai-Ki Ching, Michael K. Ng
2009	B	`conf`	Budget Semi-supervised Learning. PAKDD Zhi-Hua Zhou, Michael K. Ng, Qiao-Qiao She, Yuan Jiang
2009	J	`jnl`	Constraint Preconditioners for Symmetric Indefinite Matrices. SIAM J. Matrix Anal. Appl. Zhong-Zhi Bai, Michael K. Ng, Zeng-Qi Wang
2009	J	`jnl`	Fast Image Restoration Methods for Impulse and Gaussian Noises Removal. IEEE Signal Process. Lett. Yu-Mei Huang, Michael K. Ng, You-Wei Wen
2009	—	`conf`	L0-Norm and Total Variation for Wavelet Inpainting. SSVM Andy C. Yau, Xue-Cheng Tai, Michael K. Ng
2009	J	`jnl`	Mining, Modeling, and Evaluation of Subnetworks From Large Biomolecular Networks and Its Comparison Study. IEEE Trans. Inf. Technol. Biomed. Xiaohua Hu, Michael K. Ng, Fang-Xiang Wu, Bahrad A. Sokhansanj
2009	J	`jnl`	On Preconditioned Iterative Methods for Certain Time-Dependent Partial Differential Equations. SIAM J. Numer. Anal. Zhong-Zhi Bai, Yu-Mei Huang, Michael K. Ng
2009	J	`jnl`	SMART: a subspace clustering algorithm that automatically identifies the appropriate number of clusters. Int. J. Data Min. Model. Manag. Liping Jing, Mark Junjie Li, Michael K. Ng, Yiu-ming Cheung, Joshua Zhexue Huang
2009	—	`ch.`	Soft Subspace Clustering for High-Dimensional Data. Encyclopedia of Data Warehousing and Mining Liping Jing, Michael K. Ng, Joshua Zhexue Huang
2009	J	`jnl`	Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images. Comput. J. Huanfeng Shen, Michael K. Ng, Pingxiang Li, Liangpei Zhang
2008	J	`jnl`	A Fast Total Variation Minimization Method for Image Restoration. Multiscale Model. Simul. Yu-Mei Huang, Michael K. Ng, You-Wei Wen
2008	J	`jnl`	Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of Number of Clusters. IEEE Trans. Knowl. Data Eng. Mark Junjie Li, Michael K. Ng, Yiu-ming Cheung, Joshua Zhexue Huang
2008	J	`jnl`	Efficient Reconstruction of Piecewise Constant Images Using Nonsmooth Nonconvex Minimization. SIAM J. Imaging Sci. Mila Nikolova, Michael K. Ng, Shuqin Zhang, Wai-Ki Ching
2008	J	`jnl`	Efficient Total Variation Minimization Methods for Color Image Restoration. IEEE Trans. Image Process. You-Wei Wen, Michael K. Ng, Yu-Mei Huang
2008	J	`jnl`	Iterative Algorithms Based on Decoupling of Deblurring and Denoising for Image Restoration. SIAM J. Sci. Comput. You-Wei Wen, Michael K. Ng, Wai-Ki Ching
2008	J	`jnl`	Medical Document Clustering Using Ontology-Based Term Similarity Measures. Int. J. Data Warehous. Min. Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Jiali Xia Jiangxi, Xiaohua Zhou
2008	J	`jnl`	Unidimensional nonnegative scaling for genome-wide Linkage Disequilibrium maps. Int. J. Bioinform. Res. Appl. Haiyong Liao, Michael K. Ng, Eric S. Fung, Pak Chung Sham
2007	B	`conf`	A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering. DASFAA Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Xiaohua Zhou
2007	J	`jnl`	A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video. EURASIP J. Adv. Signal Process. Michael K. Ng, Huanfeng Shen, Edmund Y. Lam, Liangpei Zhang
2007	J	`jnl`	A semi-supervised regression model for mixed numerical and categorical variables. Pattern Recognit. Michael K. Ng, Elaine Y. Chan, Meko M. C. So, Wai-Ki Ching
2007	J	`jnl`	An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data. IEEE Trans. Knowl. Data Eng. Liping Jing, Michael K. Ng, Joshua Zhexue Huang
2007	J	`jnl`	An approximation method for solving the steady-state probability distribution of probabilistic Boolean networks. Bioinform. Wai-Ki Ching, Shuqin Zhang, Michael K. Ng, Tatsuya Akutsu
2007	J	`jnl`	An efficient algorithm for superresolution in medium field imaging. Multidimens. Syst. Signal Process. Andy C. Yau, N. K. Bose, Michael K. Ng
2007	J	`jnl`	Block Diagonal and Schur Complement Preconditioners for Block-Toeplitz Systems with Small Size Blocks. SIAM J. Matrix Anal. Appl. Wai-Ki Ching, Michael K. Ng, You-Wei Wen
2007	—	`conf`	CIDER: Corrected Inverse-Denoising Filter for Image Restoration. EMMCVPR You-Wei Wen, Michael K. Ng, Wai-Ki Ching
2007	J	`jnl`	Combining functional and linkage disequilibrium information in the selection of tag SNPs. Bioinform. Pak Chung Sham, Sio Iong Ao, Johnny S. H. Kwan, P. Kao, F. Cheung, Pui-Yee Fong, Michael K. Ng
2007	J	`jnl`	Constrained unidimensional scaling with application to genomics. Comput. Stat. Data Anal. Sio Iong Ao, Michael K. Ng, Pak Chung Sham
2007	—	`ch.`	Developing a Knowledge-based Intelligent Services System in Sports Websites. E-Service Intelligence Edmond HaoCun Wu, Michael K. Ng
2007	—	`ch.`	Hermitian and Skew-Hermitian splitting methods for non-Hermitian positive definite linear systems. Milestones in Matrix Computation Zhong-Zhi Bai, Michael K. Ng, Gene H. Golub
2007	J	`jnl`	Maximum inverse positive matrices. Appl. Math. Lett. Linzhang Lu, Michael K. Ng
2007	Misc	`conf`	Mining and Dynamic Simulation of Sub-Networks from Large Biomolecular Networks. IC-AI Xiaohua Hu, Fang-Xiang Wu, Michael K. Ng, Bahrad A. Sokhansanj
2007	J	`jnl`	On Preconditioned Iterative Methods for Burgers Equations. SIAM J. Sci. Comput. Zhong-Zhi Bai, Yu-Mei Huang, Michael K. Ng
2007	J	`jnl`	On Semismooth Newton's Methods for Total Variation Minimization. J. Math. Imaging Vis. Michael K. Ng, Liqun Qi, Yu-Fei Yang, Yu-Mei Huang
2007	J	`jnl`	On mining micro-array data by Order-Preserving Submatrix. Int. J. Bioinform. Res. Appl. Lin Cheung, David W. Cheung, Ben Kao, Kevin Y. Yip, Michael K. Ng
2007	J	`jnl`	On successive-overrelaxation acceleration of the Hermitian and skew-Hermitian splitting iterations. Numer. Linear Algebra Appl. Zhong-Zhi Bai, Gene H. Golub, Michael K. Ng
2007	J	`jnl`	On the Impact of Dissimilarity Measure in k-Modes Clustering Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. Michael K. Ng, Mark Junjie Li, Joshua Zhexue Huang, Zengyou He
2007	J	`jnl`	Simulation study in Probabilistic Boolean Network models for genetic regulatory networks. Int. J. Data Min. Bioinform. Shuqin Zhang, Wai-Ki Ching, Michael K. Ng, Tatsuya Akutsu
2007	J	`jnl`	Strategies for Identifying Statistically Significant Dense Regions in Microarray Data. IEEE ACM Trans. Comput. Biol. Bioinform. Andy M. Yip, Michael K. Ng, Edmond HaoCun Wu, Tony F. Chan
2007	J	`jnl`	Super-resolution reconstruction in a computational compound-eye imaging system. Multidimens. Syst. Signal Process. Wai-San Chan, Edmund Y. Lam, Michael K. Ng, Giuseppe Y. Mak
2007	J	`jnl`	Superresolution imaging: Theory, Algorithms and Applications. Multidimens. Syst. Signal Process. Michael K. Ng, Edmund Y. Lam, Chong-Sze Tong
2007	J	`jnl`	Tikhonov regularization for weighted total least squares problems. Appl. Math. Lett. Yimin Wei, Naimin Zhang, Michael K. Ng, Wei Xu
2006	J	`jnl`	A Control Model for Markovian Genetic Regulatory Networks. Trans. Comp. Sys. Biology Michael K. Ng, Shuqin Zhang, Wai-Ki Ching, Tatsuya Akutsu
2006	B	`conf`	A Recursive Method for Solving Haplotype Frequencies in Multiple Loci Linkage Analysis. APBC Michael K. Ng
2006	J	`jnl`	A Recursive Method for Solving Haplotype Frequencies with Application to Genetics. J. Bioinform. Comput. Biol. Michael K. Ng, Eric S. Fung, Yiu-Fai Lee, Wai-Ki Ching
2006	—	`conf`	Clustering of SNP Data with Application to Genomics. ICDM Workshops Michael K. Ng, Mark Junjie Li, Sio Iong Ao, Pak Chung Sham, Yiu-ming Cheung, Joshua Zhexue Huang
2006	J	`jnl`	Effects of a parameter on a nonsymmetric algebraic Riccati equation. Appl. Math. Comput. Linzhang Lu, Michael K. Ng
2006	J	`jnl`	Efficient Minimization Methods of Mixed l2-l1 and l1-l1 Norms for Image Restoration. SIAM J. Sci. Comput. Haoying Fu, Michael K. Ng, Mila Nikolova, Jesse L. Barlow
2006	—	`conf`	Extending the Depth of Field in a Compound-Eye Imaging System with Super-Resolution Reconstruction. ICPR (3) Wai-San Chan, Edmund Y. Lam, Michael K. Ng
2006	—	`conf`	Fast solvers for queueing systems with negative customers. VALUETOOLS You-Wei Wen, Wai-Ki Ching, Michael K. Ng
2006	J	`jnl`	Gene expression time series modeling with principal component and neural network. Soft Comput. Sio Iong Ao, Michael K. Ng
2006	—	`conf`	Input Validation for Semi-supervised Clustering. ICDM Workshops Kevin Y. Yip, Michael K. Ng, David W. Cheung
2006	—	`conf`	Investigation of Computational Compound-Eye Imaging System With Super-Resolution Reconstruction. ICASSP (4) Wai-San Chan, Edmund Y. Lam, Michael K. Ng
2006	J	`jnl`	New preconditioners for saddle point problems. Appl. Math. Comput. Jianyu Pan, Michael K. Ng, Zhong-Zhi Bai
2006	J	`jnl`	On Drazin inverse of singular Toeplitz matrix. Appl. Math. Comput. Yimin Wei, Huaian Diao, Michael K. Ng
2006	B	`conf`	On the Complexity of Finding Control Strategies for Boolean Networks. APBC Tatsuya Akutsu, Morihiro Hayashida, Wai-Ki Ching, Michael K. Ng
2006	J	`jnl`	Preconditioned Iterative Methods for Weighted Toeplitz Least Squares Problems. SIAM J. Matrix Anal. Appl. Michele Benzi, Michael K. Ng
2006	J	`jnl`	Preface. Appl. Math. Comput. Zhong-Zhi Bai, Wai-Ki Ching, Michael K. Ng
2006	J	`jnl`	Regression for ordinal variables without underlying continuous variables. Inf. Sci. Vicenç Torra, Josep Domingo-Ferrer, Josep Maria Mateo-Sanz, Michael K. Ng
2006	J	`jnl`	Structured Total Least Squares for Color Image Restoration. SIAM J. Sci. Comput. Haoying Fu, Michael K. Ng, Jesse L. Barlow
2005	J	`jnl`	A direct method for solving block-Toeplitz with near-circulant-block systems with applications to hybrid manufacturing systems. Numer. Linear Algebra Appl. Wai-Ki Ching, Michael K. Ng, Wai-On Yuen
2005	Misc	`conf`	A linear control model for gene intervention in a genetic regulatory network. GrC Shuqin Zhang, Michael K. Ng, Wai-Ki Ching, Tatsuya Akutsu
2005	J	`jnl`	Analysis of Half-Quadratic Minimization Methods for Signal and Image Recovery. SIAM J. Sci. Comput. Mila Nikolova, Michael K. Ng
2005	J	`jnl`	Automated Variable Weighting in k-Means Type Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Joshua Zhexue Huang, Michael K. Ng, Hongqiang Rong, Zichen Li
2005	J	`jnl`	CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs. Bioinform. Sio Iong Ao, Kevin Y. Yip, Michael K. Ng, David Wai-Lok Cheung, Pui-Yee Fong, Ian Melhado, Pak Chung Sham
2005	J	`jnl`	Displacement structure of group inverses. Numer. Linear Algebra Appl. Yimin Wei, Michael K. Ng
2005	J	`jnl`	Factorized Banded Inverse Preconditioners for Matrices with Toeplitz Structure. SIAM J. Sci. Comput. Fu-Rong Lin, Michael K. Ng, Wai-Ki Ching
2005	—	`conf`	Fast Algorithms for l1 Norm/Mixed l1 and l2 Norms for Image Restoration. ICCSA (4) Haoying Fu, Michael K. Ng, Mila Nikolova, Jesse L. Barlow, Wai-Ki Ching
2005	J	`jnl`	Image restoration by cosine transform-based iterative regularization. Appl. Math. Comput. Michael K. Ng, Wilson C. Kwan
2005	J	`jnl`	Iterative methods for Robbins problems. Appl. Math. Comput. Andy C. Ho, Michael K. Ng
2005	J	`jnl`	Numerical behaviour of multigrid methods for symmetric Sinc-Galerkin systems. Numer. Linear Algebra Appl. Michael K. Ng, Stefano Serra-Capizzano, Cristina Tablino Possio
2005	A*	`conf`	On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering. ICDE Kevin Y. Yip, David W. Cheung, Michael K. Ng
2005	J	`jnl`	On Inexact Preconditioners for Nonsymmetric Matrices. SIAM J. Sci. Comput. Zhong-Zhi Bai, Michael K. Ng
2005	—	`conf`	On Mining Micro-array data by Order-Preserving Submatrix. ICDE Workshops Lin Cheung, Kevin Y. Yip, David W. Cheung, Ben Kao, Michael K. Ng
2005	J	`jnl`	On construction of stochastic genetic networks based on gene expression sequences. Int. J. Neural Syst. Wai-Ki Ching, Michael K. Ng, Eric S. Fung, Tatsuya Akutsu
2005	—	`conf`	On the Performance of Feature Weighting WAIM Liping Jing, Michael K. Ng, Jun Xu, Joshua Zhexue Huang
2005	J	`jnl`	Splitting iterations for circulant-plus-diagonal systems. Numer. Linear Algebra Appl. Man-Kiu Ho, Michael K. Ng
2005	B	`conf`	Subspace Clustering of Text Documents with Feature Weighting PAKDD Liping Jing, Michael K. Ng, Jun Xu, Joshua Zhexue Huang
2005	J	`jnl`	Super-Resolution Image Restoration from Blurred Low-Resolution Images. J. Math. Imaging Vis. Michael K. Ng, Andy C. Yau
2005	J	`jnl`	Super-resolution image reconstruction using multisensors. Numer. Linear Algebra Appl. Wai-Ki Ching, Michael K. Ng, Kenton N. Sze, Andy C. Yau
2005	J	`jnl`	The eigenvalues of preconditioned matrices for linear multistep formulas in boundary value form. Numer. Linear Algebra Appl. Daniele Bertaccini, You-Wei Wen, Michael K. Ng
2005	J	`jnl`	Two-step waveform relaxation methods for implicit linear initial value problems. Numer. Linear Algebra Appl. Jianyu Pan, Zhong-Zhi Bai, Michael K. Ng
2004	C	`conf`	A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment. IDEAL Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan
2004	B	`conf`	A Feature Weighting Approach to Building Classification Models by Interactive Clustering. MDAI Liping Jing, Joshua Zhexue Huang, Michael K. Ng, Hongqiang Rong
2004	J	`jnl`	A data warehousing and data mining framework for web usage management. Commun. Inf. Syst. Joshua Zhexue Huang, Michael K. Ng, Edmond HaoCun Wu
2004	J	`jnl`	A note on the stability of Toeplitz matrix inversion formulas. Appl. Math. Lett. You-Wei Wen, Michael K. Ng, Wai-Ki Ching, Hong Liu
2004	B	`conf`	An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams. PAKDD Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan
2004	C	`conf`	An Efficient Multidimensional Data Model for Web Usage Mining. APWeb Edmond HaoCun Wu, Michael K. Ng, Joshua Zhexue Huang
2004	J	`jnl`	An optimization algorithm for clustering using weighted dissimilarity measures. Pattern Recognit. Elaine Y. Chan, Wai-Ki Ching, Michael K. Ng, Joshua Zhexue Huang
2004	C	`conf`	Building Genetic Networks for Gene Expression Patterns. IDEAL Wai-Ki Ching, Eric S. Fung, Michael K. Ng
2004	J	`jnl`	Computing Moore-Penrose inverses of Toeplitz matrices by Newton's iteration. Math. Comput. Model. Yimin Wei, Jianfeng Cai, Michael K. Ng
2004	J	`jnl`	Customer lifetime value: stochastic optimization approach. J. Oper. Res. Soc. Wai-Ki Ching, Michael K. Ng, Ka-Kuen Wong, Eitan Altman
2004	C	`conf`	Discretization of Multidimensional Web Data for Informative Dense Regions Discovery. CIS Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan
2004	J	`jnl`	Exact algorithms for singular tridiagonal systems with applications to Markov chains. Appl. Math. Comput. Linzhang Lu, Wai-Ki Ching, Michael K. Ng
2004	J	`jnl`	Fast inversion of triangular Toeplitz matrices. Theor. Comput. Sci. Fu-Rong Lin, Wai-Ki Ching, Michael K. Ng
2004	J	`jnl`	Guest editorial. Int. J. Imaging Syst. Technol. Nirmal K. Bose, Raymond H. Chan, Michael K. Ng
2004	J	`jnl`	HARP: A Practical Projected Clustering Algorithm. IEEE Trans. Knowl. Data Eng. Kevin Y. Yip, David W. Cheung, Michael K. Ng
2004	J	`jnl`	High-resolution image reconstruction from rotated and translated low-resolution images with multisensors. Int. J. Imaging Syst. Technol. You-Wei Wen, Michael K. Ng, Wai-Ki Ching
2004	C	`conf`	Identifying Projected Clusters from Gene Expression Profiles. BIBE Kevin Y. Yip, David W. Cheung, Michael K. Ng, Kei-Hoi Cheung
2004	J	`jnl`	Identifying projected clusters from gene expression profiles. J. Biomed. Informatics Kevin Y. Yip, David W. Cheung, Michael K. Ng, Kei-Hoi Cheung
2004	B	`conf`	Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models. PAKDD Qiming Huang, Qiang Yang, Joshua Zhexue Huang, Michael K. Ng
2004	B	`conf`	On Improving Website Connectivity by Using Web-Log Data Streams. DASFAA Edmond HaoCun Wu, Michael K. Ng, Joshua Zhexue Huang
2004	J	`jnl`	On sufficient and necessary conditions for the Jacobi matrix inverse eigenvalue problem. Numerische Mathematik Linzhang Lu, Michael K. Ng
2004	—	`conf`	Restoration of images with optical aberrations and quantization in a transform domain. Computational Imaging Edmund Y. Lam, Michael K. Ng
2004	C	`conf`	Unsupervised Dense Regions Discovery in DNA Microarray Data. IDEAL Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan
2004	J	`jnl`	Wavelet algorithms for deblurring models. Int. J. Imaging Syst. Technol. Michael K. Ng, C. K. Sze, S. P. Yung
2004	J	`jnl`	Weighted Tikhonov filter matrices for ill-posed problems. Appl. Math. Comput. Yimin Wei, Michael K. Ng
2003	J	`jnl`	A Data Cube Model for Prediction-Based Web Prefetching. J. Intell. Inf. Syst. Qiang Yang, Joshua Zhexue Huang, Michael K. Ng
2003	—	`conf`	A Direct Method for Block-Toeplitz Systems with Applications to Re-manufacturing Systems. ICCSA (1) Wai-Ki Ching, Michael K. Ng, Wai-On Yuen
2003	B	`conf`	A Graph-Based Optimization Algorithm for Website Topology Using Interesting Association Rules. PAKDD Edmond HaoCun Wu, Michael K. Ng
2003	J	`jnl`	A Note on K-modes Clustering. J. Classif. Zhexue Huang, Michael K. Ng
2003	J	`jnl`	A higher-order Markov model for the Newsboy's problem. J. Oper. Res. Soc. W.-K. Ching, E. S. Fung, Michael K. Ng
2003	—	`conf`	A highly-usable projected clustering algorithm for gene expression profiles. BIOKDD Kevin Y. Yip, David W. Cheung, Michael K. Ng
2003	—	`conf`	Defect Detection on Patterned Jacquard Fabric. AIPR Henry Y. T. Ngan, Grantham K. H. Pang, S. P. Yung, Michael K. Ng
2003	J	`jnl`	Hermitian and Skew-Hermitian Splitting Methods for Non-Hermitian Positive Definite Linear Systems. SIAM J. Matrix Anal. Appl. Zhong-Zhi Bai, Gene H. Golub, Michael K. Ng
2003	C	`conf`	Higher-Order Hidden Markov Models with Applications to DNA Sequences. IDEAL Wai-Ki Ching, Eric S. Fung, Michael K. Ng
2003	J	`jnl`	Kronecker Product Approximations forImage Restoration with Reflexive Boundary Conditions. SIAM J. Matrix Anal. Appl. James G. Nagy, Michael K. Ng, Lisa Perrone
2003	J	`jnl`	Mathematical analysis of super-resolution methodology. IEEE Signal Process. Mag. Michael K. Ng, Nirmal Kumar Bose
2003	J	`jnl`	Preconditioners for nonsymmetric block toeplitz-like-plus-diagonal linear systems. Numerische Mathematik Zhong-Zhi Bai, Michael K. Ng
2003	J	`jnl`	Recursive-Based PCG Methods for Toeplitz Systems with Nonnegative Generating Functions. SIAM J. Sci. Comput. Michael K. Ng, Hai-Wei Sun, Xiao-Qing Jin
2003	—	`conf`	Statistical models for time sequences data mining. CIFEr Jessica K. Ting, Michael K. Ng, Hongqiang Rong, Joshua Zhexue Huang
2003	J	`jnl`	Superresolution image reconstruction from blurred observations by multisensors. Int. J. Imaging Syst. Technol. Wai-Ki Ching, Michael K. Ng, Kenton N. Sze, Andy C. Yau
2002	J	`jnl`	Clustering categorical data sets using tabu search techniques. Pattern Recognit. Michael K. Ng, Joyce C. Wong
2002	—	`conf`	Comparison of the main forms of half-quadratic regularization. ICIP (1) Michael K. Ng, Mila Nikolova
2002	J	`jnl`	Constrained total least-squares computations for high-resolution image reconstruction with multisensors. Int. J. Imaging Syst. Technol. Michael K. Ng, Jaehoon Koo, Nirmal K. Bose
2002	J	`jnl`	Fast Iterative Methods for Sinc Systems. SIAM J. Matrix Anal. Appl. Michael K. Ng, Daniel Potts
2002	J	`jnl`	Fast color image restoration with multisensors. Int. J. Imaging Syst. Technol. Michael K. Ng, Nirmal K. Bose
2002	B	`conf`	M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining. PAKDD Michael K. Ng, Joshua Zhexue Huang
2002	J	`jnl`	The best circulant preconditioners for Hermitian Toeplitz systems II: The multiple-zero case. Numerische Mathematik Raymond H. Chan, Michael K. Ng, Andy M. Yip
2001	—	`conf`	A Cube Model and Cluster Analysis for Web Access Sessions. WebKDD Joshua Zhexue Huang, Michael K. Ng, Wai-Ki Ching, Joe Ng, David Wai-Lok Cheung
2001	J	`jnl`	A Fast MAP Algorithm for High-Resolution Image Reconstruction with Multisensors. Multidimens. Syst. Signal Process. Michael K. Ng, Andy M. Yip
2001	B	`conf`	An Empirical Study on the Visual Cluster Validation Method with Fastmap. DASFAA Zhexue Huang, Michael K. Ng, David Wai-Lok Cheung
2001	J	`jnl`	Comments on "Least squares restoration of multichannel images". IEEE Trans. Signal Process. Michael K. Ng, Wilson C. Kwan
2001	—	`conf`	Fast image reconstruction algorithms combining half-quadratic regularization and preconditioning. ICIP (1) Mila Nikolova, Michael K. Ng
2001	J	`jnl`	High-Resolution Color Image Reconstruction with Neumann Boundary Conditions. Ann. Oper. Res. Michael K. Ng, Wilson C. Kwan
2001	B	`conf`	Patterns Discovery Based on Time-Series Decomposition. PAKDD Jeffrey Xu Yu, Michael K. Ng, Joshua Zhexue Huang
2000	—	`conf`	A Fast Algorithm for High-Resolution Color Image Reconstruction with Multisensors. NAA Michael K. Ng, Wilson C. Kwan, Raymond H. Chan
2000	C	`conf`	A Tabu Search Based Algorithm for Clustering Categorical Data Sets. IDEAL Joyce C. Wong, Michael K. Ng
2000	J	`jnl`	A note on constrained k-means algorithms. Pattern Recognit. Michael K. Ng
2000	C	`conf`	An Interactive Approach to Building Classification Models by Clustering and Cluster Validation. IDEAL Zhexue Huang, Michael K. Ng, Tao Lin, David Wai-Lok Cheung
2000	—	`conf`	An efficient parallel algorithm for high resolution color image reconstruction. ICPADS Workshops Michael K. Ng
2000	J	`jnl`	Clustering methods for printed circuit board insertion problems. J. Oper. Res. Soc. Michael K. Ng
2000	J	`jnl`	K-Means-Type Algorithms on Distributed Memory Computer. Int. J. High Speed Comput. Michael K. Ng
2000	J	`jnl`	Preconditioned Lanczos Methods for the Minimum Eigenvalue of a Symmetric Positive Definite Toeplitz Matrix. SIAM J. Sci. Comput. Michael K. Ng
2000	J	`jnl`	Regularization of RIF blind image deconvolution. IEEE Trans. Image Process. Michael K. Ng, Robert J. Plemmons, Sanzheng Qiao
2000	—	`conf`	Skew-Circulant Preconditioners for Systems of LMF-Based ODE Codes. NAA Daniele Bertaccini, Michael K. Ng
2000	J	`jnl`	The Best Circulant Preconditioners for Hermitian Toeplitz Systems. SIAM J. Numer. Anal. Raymond H. Chan, Andy M. Yip, Michael K. Ng
1999	J	`jnl`	A Fast Algorithm for Deblurring Models with Neumann Boundary Conditions. SIAM J. Sci. Comput. Michael K. Ng, Raymond H. Chan, Wun-Cheung Tang
1999	J	`jnl`	A fuzzy k-modes algorithm for clustering categorical data. IEEE Trans. Fuzzy Syst. Zhexue Huang, Michael K. Ng
1999	J	`jnl`	A note on policy algorithms for discounted Markov decision problems. Oper. Res. Lett. Michael K. Ng
1999	J	`jnl`	Data-mining massive time series astronomical data: challenges, problems and solutions. Inf. Softw. Technol. Michael K. Ng, Zhexue Huang
1999	J	`jnl`	Galerkin Projection Methods for Solving Multiple Linear Systems. SIAM J. Sci. Comput. Tony F. Chan, Michael K. Ng
1999	—	`conf`	Iterative Methods for Phase Diversity-Based Blind Deconvolution in Atmospheric Optics. ICIP (1) Wilson C. Kwan, Michael K. Ng
1999	—	`conf`	Map Regularized Image Reconstruction with Multisensors. ICIP (3) Michael K. Ng, Wilson C. Kwan
1998	B	`conf`	Data-Mining Massive Time Series Astronomical Data Sets - A Case Study. PAKDD Michael K. Ng, Zhexue Huang, Markus Hegland
1998	J	`jnl`	Heuristics approach to printed circuit board insertion problem. J. Oper. Res. Soc. Michael K. Ng
1996	J	`jnl`	Conjugate Gradient Methods for Toeplitz Systems. SIAM Rev. Raymond H. Chan, Michael K. Ng
1996	J	`jnl`	Fast Recursive Least Squares Adaptive Filtering by Fast Fourier Transform-Based Conjugate Gradient Iterations. SIAM J. Sci. Comput. Michael K. Ng, Robert J. Plemmons
1996	J	`jnl`	Generalization of Strang's Preconditioner with Applications to Toeplitz Least Squares Problems. Numer. Linear Algebra Appl. Raymond H. Chan, Michael K. Ng, Robert J. Plemmons
1995	B	`conf`	Nonlinear image restoration using FFT-based conjugate gradient methods. ICIP Michael K. Ng
1994	J	`jnl`	Fastiterative methods for least squares estimations. Numer. Algorithms Michael K. Ng, Raymond H. Chan