% csauthors.net - beta - BibTeX bibliography of Michael Kwok-Po Ng
@article{journals/siamsc/ChanN93,
title = {Fast Iterative Solvers for Toeplitz-Plus-Band Systems.},
year = {1993},
journal = {SIAM J. Sci. Comput.},
author = {{Raymond H. Chan} and {Michael Kwok-Po Ng}}
}
@article{journals/na/NgC94,
title = {Fastiterative methods for least squares estimations.},
year = {1994},
journal = {Numer. Algorithms},
author = {{Michael K. Ng 001} and {Raymond H. Chan}}
}
@inproceedings{conf/icip/Ng95,
title = {Nonlinear image restoration using FFT-based conjugate gradient methods.},
year = {1995},
booktitle = {ICIP},
author = {{Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings 1995 International Conference on Image Processing, Washington, DC, USA, October 23-26, 1995}
}
@article{journals/nla/ChanNP96,
title = {Generalization of Strang's Preconditioner with Applications to Toeplitz Least Squares Problems.},
year = {1996},
journal = {Numer. Linear Algebra Appl.},
author = {{Raymond H. Chan} and {Michael K. Ng 001} and {Robert J. Plemmons}}
}
@article{journals/siamrev/ChanN96,
title = {Conjugate Gradient Methods for Toeplitz Systems.},
year = {1996},
journal = {SIAM Rev.},
author = {{Raymond H. Chan} and {Michael K. Ng 001}}
}
@article{journals/siamsc/NgP96,
title = {Fast Recursive Least Squares Adaptive Filtering by Fast Fourier Transform-Based Conjugate Gradient Iterations.},
year = {1996},
journal = {SIAM J. Sci. Comput.},
author = {{Michael K. Ng 001} and {Robert J. Plemmons}}
}
@inproceedings{conf/pakdd/NgHH98,
title = {Data-Mining Massive Time Series Astronomical Data Sets - A Case Study.},
year = {1998},
booktitle = {PAKDD},
author = {{Michael K. Ng 001} and {Zhexue Huang} and {Markus Hegland}},
publisher = {Springer},
booktitle = {Research and Development in Knowledge Discovery and Data Mining, Second Pacific-Asia Conference, PAKDD-98, Melbourne, Australia, April 15-17, 1998, Proceedings}
}
@article{journals/jors/Ng98,
title = {Heuristics approach to printed circuit board insertion problem.},
year = {1998},
journal = {J. Oper. Res. Soc.},
author = {{Michael K. Ng 001}}
}
@inproceedings{conf/icip/KwanN99,
title = {Iterative Methods for Phase Diversity-Based Blind Deconvolution in Atmospheric Optics.},
year = {1999},
booktitle = {ICIP (1)},
author = {{Wilson C. Kwan} and {Michael K. Ng 001}},
publisher = {IEEE},
booktitle = {Proceedings of the 1999 International Conference on Image Processing, ICIP '99, Kobe, Japan, October 24-28, 1999}
}
@inproceedings{conf/icip/NgK99,
title = {Map Regularized Image Reconstruction with Multisensors.},
year = {1999},
booktitle = {ICIP (3)},
author = {{Michael K. Ng 001} and {Wilson C. Kwan}},
publisher = {IEEE},
booktitle = {Proceedings of the 1999 International Conference on Image Processing, ICIP '99, Kobe, Japan, October 24-28, 1999}
}
@article{journals/infsof/NgH99,
title = {Data-mining massive time series astronomical data: challenges, problems and solutions.},
year = {1999},
journal = {Inf. Softw. Technol.},
author = {{Michael K. Ng 001} and {Zhexue Huang}}
}
@article{journals/orl/Ng99,
title = {A note on policy algorithms for discounted Markov decision problems.},
year = {1999},
journal = {Oper. Res. Lett.},
author = {{Michael K. Ng 001}}
}
@article{journals/siamsc/ChanN99,
title = {Galerkin Projection Methods for Solving Multiple Linear Systems.},
year = {1999},
journal = {SIAM J. Sci. Comput.},
author = {{Tony F. Chan} and {Michael K. Ng 001}}
}
@article{journals/siamsc/NgCT99,
title = {A Fast Algorithm for Deblurring Models with Neumann Boundary Conditions.},
year = {1999},
journal = {SIAM J. Sci. Comput.},
author = {{Michael K. Ng 001} and {Raymond H. Chan} and {Wun-Cheung Tang}}
}
@article{journals/tfs/HuangN99,
title = {A fuzzy k-modes algorithm for clustering categorical data.},
year = {1999},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Zhexue Huang} and {Michael K. Ng 001}}
}
@inproceedings{conf/icpads/Ng00,
title = {An efficient parallel algorithm for high resolution color image reconstruction.},
year = {2000},
booktitle = {ICPADS Workshops},
author = {{Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {Seventh International Conference on Parallel and Distributed Systems Workshops, ICPADS 2000 Workshops, Iwate, Japan, July 4-7, 2000}
}
@inproceedings{conf/ideal/HuangNLC00,
title = {An Interactive Approach to Building Classification Models by Clustering and Cluster Validation.},
year = {2000},
booktitle = {IDEAL},
author = {{Zhexue Huang} and {Michael K. Ng 001} and {Tao Lin} and {David Wai-Lok Cheung}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2000, Data Mining, Financial Engineering, and Intelligent Agents, Second International Conference, Shatin, N.T. Hong Kong, China, December 13-15, 2000, Proceedings}
}
@inproceedings{conf/ideal/WongN00,
title = {A Tabu Search Based Algorithm for Clustering Categorical Data Sets.},
year = {2000},
booktitle = {IDEAL},
author = {{Joyce C. Wong} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2000, Data Mining, Financial Engineering, and Intelligent Agents, Second International Conference, Shatin, N.T. Hong Kong, China, December 13-15, 2000, Proceedings}
}
@inproceedings{conf/naa/BertacciniN00,
title = {Skew-Circulant Preconditioners for Systems of LMF-Based ODE Codes.},
year = {2000},
booktitle = {NAA},
author = {{Daniele Bertaccini} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Numerical Analysis and Its Applications, Second International Conference, NAA 2000, Rousse, Bulgaria, June 11-15, 2000, Revised Papers}
}
@inproceedings{conf/naa/NgKC00,
title = {A Fast Algorithm for High-Resolution Color Image Reconstruction with Multisensors.},
year = {2000},
booktitle = {NAA},
author = {{Michael K. Ng 001} and {Wilson C. Kwan} and {Raymond H. Chan}},
publisher = {Springer},
booktitle = {Numerical Analysis and Its Applications, Second International Conference, NAA 2000, Rousse, Bulgaria, June 11-15, 2000, Revised Papers}
}
@article{journals/ijhsc/Ng00,
title = {K-Means-Type Algorithms on Distributed Memory Computer.},
year = {2000},
journal = {Int. J. High Speed Comput.},
author = {{Michael K. Ng 001}}
}
@article{journals/jors/Ng00,
title = {Clustering methods for printed circuit board insertion problems.},
year = {2000},
journal = {J. Oper. Res. Soc.},
author = {{Michael K. Ng 001}}
}
@article{journals/pr/Ng00,
title = {A note on constrained k-means algorithms.},
year = {2000},
journal = {Pattern Recognit.},
author = {{Michael K. Ng 001}}
}
@article{journals/siamnum/ChanYN00,
title = {The Best Circulant Preconditioners for Hermitian Toeplitz Systems.},
year = {2000},
journal = {SIAM J. Numer. Anal.},
author = {{Raymond H. Chan} and {Andy M. Yip} and {Michael K. Ng 001}}
}
@article{journals/siamsc/Ng00,
title = {Preconditioned Lanczos Methods for the Minimum Eigenvalue of a Symmetric Positive Definite Toeplitz Matrix.},
year = {2000},
journal = {SIAM J. Sci. Comput.},
author = {{Michael K. Ng 001}}
}
@article{journals/tip/NgPQ00,
title = {Regularization of RIF blind image deconvolution.},
year = {2000},
journal = {IEEE Trans. Image Process.},
author = {{Michael K. Ng 001} and {Robert J. Plemmons} and {Sanzheng Qiao}}
}
@inproceedings{conf/dasfaa/HuangNC01,
title = {An Empirical Study on the Visual Cluster Validation Method with Fastmap.},
year = {2001},
booktitle = {DASFAA},
author = {{Zhexue Huang} and {Michael K. Ng 001} and {David Wai-Lok Cheung}},
publisher = {IEEE Computer Society},
booktitle = {Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001 - Hong Kong, China}
}
@inproceedings{conf/icip/NikolovaN01,
title = {Fast image reconstruction algorithms combining half-quadratic regularization and preconditioning.},
year = {2001},
booktitle = {ICIP (1)},
author = {{Mila Nikolova} and {Michael K. Ng 001}},
publisher = {IEEE},
booktitle = {Proceedings of the 2001 International Conference on Image Processing, ICIP 2001, Thessaloniki, Greece, October 7-10, 2001}
}
@inproceedings{conf/kdd/HuangNCNC01,
title = {A Cube Model and Cluster Analysis for Web Access Sessions.},
year = {2001},
booktitle = {WEBKDD},
author = {{Joshua Zhexue Huang} and {Michael K. Ng 001} and {Wai-Ki Ching} and {Joe Ng} and {David Wai-Lok Cheung}},
publisher = {Springer},
booktitle = {WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points, Third International Workshop, San Francisco, CA, USA, August 26, 2001, Revised Papers}
}
@inproceedings{conf/pakdd/YuNH01,
title = {Patterns Discovery Based on Time-Series Decomposition.},
year = {2001},
booktitle = {PAKDD},
author = {{Jeffrey Xu Yu} and {Michael K. Ng 001} and {Joshua Zhexue Huang}},
publisher = {Springer},
booktitle = {Knowledge Discovery and Data Mining - PAKDD 2001, 5th Pacific-Asia Conference, Hong Kong, China, April 16-18, 2001, Proceedings}
}
@article{journals/anor/NgK01,
title = {High-Resolution Color Image Reconstruction with Neumann Boundary Conditions.},
year = {2001},
journal = {Ann. Oper. Res.},
author = {{Michael K. Ng 001} and {Wilson C. Kwan}}
}
@article{journals/mssp/NgY01,
title = {A Fast MAP Algorithm for High-Resolution Image Reconstruction with Multisensors.},
year = {2001},
journal = {Multidimens. Syst. Signal Process.},
author = {{Michael K. Ng 001} and {Andy M. Yip}}
}
@article{journals/tsp/NgK01,
title = {Comments on "Least squares restoration of multichannel images".},
year = {2001},
journal = {IEEE Trans. Signal Process.},
author = {{Michael K. Ng 001} and {Wilson C. Kwan}}
}
@inproceedings{conf/icip/NgN02,
title = {Comparison of the main forms of half-quadratic regularization.},
year = {2002},
booktitle = {ICIP (1)},
author = {{Michael K. Ng 001} and {Mila Nikolova}},
publisher = {IEEE},
booktitle = {Proceedings of the 2002 International Conference on Image Processing, ICIP 2002, Rochester, New York, USA, September 22-25, 2002}
}
@inproceedings{conf/icppw/NgHCBW02,
title = {Parallel Image Processing Algorithms For Coincidence Doppler Broadening Spectra.},
year = {2002},
booktitle = {ICPP Workshops},
author = {{Michael K. P. Ng 001} and {King Fung Ho} and {Vincent K. W. Cheng} and {Christopher D. Beling} and {Chat Ming Woo}},
publisher = {IEEE Computer Society},
booktitle = {31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 20-23 August 2002, Vancouver, BC, Canada}
}
@inproceedings{conf/pakdd/NgH02,
title = {M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining.},
year = {2002},
booktitle = {PAKDD},
author = {{Michael K. Ng 001} and {Joshua Zhexue Huang}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia Conference, PAKDD 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings}
}
@article{journals/imst/NgB02,
title = {Fast color image restoration with multisensors.},
year = {2002},
journal = {Int. J. Imaging Syst. Technol.},
author = {{Michael K. Ng 001} and {Nirmal K. Bose}}
}
@article{journals/imst/NgKB02,
title = {Constrained total least-squares computations for high-resolution image reconstruction with multisensors.},
year = {2002},
journal = {Int. J. Imaging Syst. Technol.},
author = {{Michael K. Ng 001} and {Jaehoon Koo} and {Nirmal K. Bose}}
}
@article{journals/nm/ChanNY02,
title = {The best circulant preconditioners for Hermitian Toeplitz systems II: The multiple-zero case.},
year = {2002},
journal = {Numerische Mathematik},
author = {{Raymond H. Chan} and {Michael K. Ng 001} and {Andy M. Yip}}
}
@article{journals/pr/NgW02,
title = {Clustering categorical data sets using tabu search techniques.},
year = {2002},
journal = {Pattern Recognit.},
author = {{Michael K. Ng 001} and {Joyce C. Wong}}
}
@article{journals/siammax/NgP02,
title = {Fast Iterative Methods for Sinc Systems.},
year = {2002},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Michael K. Ng 001} and {Daniel Potts}}
}
@inproceedings{conf/aipr/NganPYN03,
title = {Defect Detection on Patterned Jacquard Fabric.},
year = {2003},
booktitle = {AIPR},
author = {{Henry Y. T. Ngan} and {Grantham K. H. Pang} and {S. P. Yung} and {Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {32nd Applied Image Pattern Recognition Workshop (AIPR 2003), Image Data Fusion, 15-17 October 2003, Washington, DC, USA, Proceedings}
}
@inproceedings{conf/cifer/TingNRH03,
title = {Statistical models for time sequences data mining.},
year = {2003},
booktitle = {CIFEr},
author = {{Jessica K. Ting} and {Michael K. Ng 001} and {Hongqiang Rong} and {Joshua Zhexue Huang}},
publisher = {IEEE},
booktitle = {2003 IEEE International Conference on Computational Intelligence for Financial Engineering, CIFEr 2003, Hong Kong, March 20-23, 2003}
}
@inproceedings{conf/iccsa/ChingNY03,
title = {A Direct Method for Block-Toeplitz Systems with Applications to Re-manufacturing Systems.},
year = {2003},
booktitle = {ICCSA (1)},
author = {{Wai-Ki Ching} and {Michael K. Ng 001} and {Wai-On Yuen}},
publisher = {Springer},
booktitle = {Computational Science and Its Applications - ICCSA 2003, International Conference, Montreal, Canada, May 18-21, 2003, Proceedings, Part I}
}
@inproceedings{conf/icppw/Ng03,
title = {A Parallel Tabu Search Heuristic for Clustering Data Sets.},
year = {2003},
booktitle = {ICPP Workshops},
author = {{Michael Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {32nd International Conference on Parallel Processing Workshops (ICPP 2003 Workshops), 6-9 October 2003, Kaohsiung, Taiwan}
}
@inproceedings{conf/ideal/ChingFN03,
title = {Higher-Order Hidden Markov Models with Applications to DNA Sequences.},
year = {2003},
booktitle = {IDEAL},
author = {{Wai-Ki Ching} and {Eric S. Fung} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning, 4th International Conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003, Revised Papers}
}
@inproceedings{conf/kdd/YipCN03,
title = {A highly-usable projected clustering algorithm for gene expression profiles.},
year = {2003},
booktitle = {BIOKDD},
author = {{Kevin Y. Yip} and {David W. Cheung} and {Michael K. Ng 001}},
booktitle = {Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), August 27th, 2003, Washington, DC, USA}
}
@inproceedings{conf/miccai/KornprobstPNDNH03,
title = {A Superresolution Framework for fMRI Sequences and Its Impact on Resulting Activation Maps.},
year = {2003},
booktitle = {MICCAI (2)},
author = {{Pierre Kornprobst} and {Ronald R. Peeters} and {Mila Nikolova} and {Rachid Deriche} and {Michael Kwok-Po Ng} and {Paul Van Hecke}},
publisher = {Springer},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003, 6th International Conference, Montréal, Canada, November 15-18, 2003, Proceedings, Part II}
}
@inproceedings{conf/pakdd/WuN03,
title = {A Graph-Based Optimization Algorithm for Website Topology Using Interesting Association Rules.},
year = {2003},
booktitle = {PAKDD},
author = {{Edmond HaoCun Wu} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings}
}
@article{journals/classification/HuangN03,
title = {A Note on K-modes Clustering.},
year = {2003},
journal = {J. Classif.},
author = {{Zhexue Huang} and {Michael K. Ng 001}}
}
@article{journals/imst/ChingNSY03,
title = {Superresolution image reconstruction from blurred observations by multisensors.},
year = {2003},
journal = {Int. J. Imaging Syst. Technol.},
author = {{Wai-Ki Ching} and {Michael K. Ng 001} and {Kenton N. Sze} and {Andy C. Yau}}
}
@article{journals/jiis/YangHN03,
title = {A Data Cube Model for Prediction-Based Web Prefetching.},
year = {2003},
journal = {J. Intell. Inf. Syst.},
author = {{Qiang Yang 001} and {Joshua Zhexue Huang} and {Michael K. Ng 001}}
}
@article{journals/jors/ChingFN03,
title = {A higher-order Markov model for the Newsboy's problem.},
year = {2003},
journal = {J. Oper. Res. Soc.},
author = {{W.-K. Ching} and {E. S. Fung} and {Michael K. Ng 001}}
}
@article{journals/nm/BaiN03,
title = {Preconditioners for nonsymmetric block toeplitz-like-plus-diagonal linear systems.},
year = {2003},
journal = {Numerische Mathematik},
author = {{Zhong-Zhi Bai} and {Michael K. Ng 001}}
}
@article{journals/siammax/BaiGN03,
title = {Hermitian and Skew-Hermitian Splitting Methods for Non-Hermitian Positive Definite Linear Systems.},
year = {2003},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Zhong-Zhi Bai} and {Gene H. Golub} and {Michael K. Ng 001}}
}
@article{journals/siammax/NagyNP03,
title = {Kronecker Product Approximations forImage Restoration with Reflexive Boundary Conditions.},
year = {2003},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{James G. Nagy} and {Michael K. Ng 001} and {Lisa Perrone}}
}
@article{journals/siamsc/NgSJ03,
title = {Recursive-Based PCG Methods for Toeplitz Systems with Nonnegative Generating Functions.},
year = {2003},
journal = {SIAM J. Sci. Comput.},
author = {{Michael K. Ng 001} and {Hai-Wei Sun} and {Xiao-Qing Jin}}
}
@article{journals/spm/NgB03,
title = {Mathematical analysis of super-resolution methodology.},
year = {2003},
journal = {IEEE Signal Process. Mag.},
author = {{Michael K. Ng 001} and {Nirmal Kumar Bose}}
}
@inproceedings{conf/apweb/WuNH04,
title = {An Efficient Multidimensional Data Model for Web Usage Mining.},
year = {2004},
booktitle = {APWeb},
author = {{Edmond HaoCun Wu} and {Michael K. Ng 001} and {Joshua Zhexue Huang}},
publisher = {Springer},
booktitle = {Advanced Web Technologies and Applications, 6th Asia-Pacific Web Conference, APWeb 2004, Hangzhou, China, April 14-17, 2004, Proceedings}
}
@inproceedings{conf/cimaging/LamN04,
title = {Restoration of images with optical aberrations and quantization in a transform domain.},
year = {2004},
booktitle = {Computational Imaging},
author = {{Edmund Y. Lam} and {Michael K. Ng 001}},
publisher = {SPIE},
booktitle = {Computational Imaging II, San Jose, CA, USA, January 18, 2004}
}
@inproceedings{conf/cis/WuNYC04,
title = {Discretization of Multidimensional Web Data for Informative Dense Regions Discovery.},
year = {2004},
booktitle = {CIS},
author = {{Edmond HaoCun Wu} and {Michael K. Ng 001} and {Andy M. Yip} and {Tony F. Chan}},
publisher = {Springer},
booktitle = {Computational and Information Science, First International Symposium, CIS 2004, Shanghai, China, December 16-18, 2004, Proceedings}
}
@inproceedings{conf/dasfaa/WuNH04,
title = {On Improving Website Connectivity by Using Web-Log Data Streams.},
year = {2004},
booktitle = {DASFAA},
author = {{Edmond HaoCun Wu} and {Michael K. Ng 001} and {Joshua Zhexue Huang}},
publisher = {Springer},
booktitle = {Database Systems for Advances Applications, 9th International Conference, DASFAA 2004, Jeju Island, Korea, March 17-19, 2004, Proceedings}
}
@inproceedings{conf/ideal/ChingFN04,
title = {Building Genetic Networks for Gene Expression Patterns.},
year = {2004},
booktitle = {IDEAL},
author = {{Wai-Ki Ching} and {Eric S. Fung} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings}
}
@inproceedings{conf/ideal/WuNYC04,
title = {A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment.},
year = {2004},
booktitle = {IDEAL},
author = {{Edmond HaoCun Wu} and {Michael K. Ng 001} and {Andy M. Yip} and {Tony F. Chan}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings}
}
@inproceedings{conf/ideal/YipWNC04,
title = {Unsupervised Dense Regions Discovery in DNA Microarray Data.},
year = {2004},
booktitle = {IDEAL},
author = {{Andy M. Yip} and {Edmond HaoCun Wu} and {Michael K. Ng 001} and {Tony F. Chan}},
publisher = {Springer},
booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings}
}
@inproceedings{conf/mdai/JingHNR04,
title = {A Feature Weighting Approach to Building Classification Models by Interactive Clustering.},
year = {2004},
booktitle = {MDAI},
author = {{Liping Jing} and {Joshua Zhexue Huang} and {Michael K. Ng 001} and {Hongqiang Rong}},
publisher = {Springer},
booktitle = {Modeling Decisions for Artificial Intelligence, First International Conference, MDAI 2004, Barcelona, Spain, August 2-4, 2004, Proceedings}
}
@inproceedings{conf/pakdd/HuangYHN04,
title = {Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models.},
year = {2004},
booktitle = {PAKDD},
author = {{Qiming Huang} and {Qiang Yang 001} and {Joshua Zhexue Huang} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings}
}
@inproceedings{conf/pakdd/YipWNC04,
title = {An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams.},
year = {2004},
booktitle = {PAKDD},
author = {{Andy M. Yip} and {Edmond HaoCun Wu} and {Michael K. Ng 001} and {Tony F. Chan}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings}
}
@article{journals/amc/LuCN04,
title = {Exact algorithms for singular tridiagonal systems with applications to Markov chains.},
year = {2004},
journal = {Appl. Math. Comput.},
author = {{Linzhang Lu} and {Wai-Ki Ching} and {Michael K. Ng 001}}
}
@article{journals/amc/WeiN04,
title = {Weighted Tikhonov filter matrices for ill-posed problems.},
year = {2004},
journal = {Appl. Math. Comput.},
author = {{Yiming Wei 001} and {Michael K. Ng 001}}
}
@article{journals/appml/WenNCL04,
title = {A note on the stability of Toeplitz matrix inversion formulas.},
year = {2004},
journal = {Appl. Math. Lett.},
author = {{You-Wei Wen} and {Michael K. Ng 001} and {Wai-Ki Ching} and {Hong Liu}}
}
@article{journals/cominfsys/HuangNW04,
title = {A data warehousing and data mining framework for web usage management.},
year = {2004},
journal = {Commun. Inf. Syst.},
author = {{Joshua Zhexue Huang} and {Michael K. Ng 001} and {Edmond HaoCun Wu}}
}
@article{journals/imst/BoseCN04,
title = {Guest editorial.},
year = {2004},
journal = {Int. J. Imaging Syst. Technol.},
author = {{Nirmal K. Bose} and {Raymond H. Chan} and {Michael K. Ng 001}}
}
@article{journals/imst/NgSY04,
title = {Wavelet algorithms for deblurring models.},
year = {2004},
journal = {Int. J. Imaging Syst. Technol.},
author = {{Michael K. Ng 001} and {C. K. Sze} and {S. P. Yung}}
}
@article{journals/imst/PeetersKNSVMDFNH04,
title = {The use of super-resolution techniques to reduce slice thickness in functional MRI.},
year = {2004},
journal = {Int. J. Imaging Syst. Technol.},
author = {{Ronald R. Peeters} and {Pierre Kornprobst} and {Mila Nikolova} and {Stefan Sunaert} and {Thierry Viéville} and {Grégoire Malandain} and {Rachid Deriche} and {Olivier D. Faugeras} and {Michael K. P. Ng 001} and {Paul Van Hecke}}
}
@article{journals/imst/WenNC04,
title = {High-resolution image reconstruction from rotated and translated low-resolution images with multisensors.},
year = {2004},
journal = {Int. J. Imaging Syst. Technol.},
author = {{You-Wei Wen} and {Michael K. Ng 001} and {Wai-Ki Ching}}
}
@article{journals/jbi/YipCNC04,
title = {Identifying projected clusters from gene expression profiles.},
year = {2004},
journal = {J. Biomed. Informatics},
author = {{Kevin Y. Yip} and {David W. Cheung} and {Michael K. Ng 001} and {Kei-Hoi Cheung}}
}
@article{journals/jors/ChingNWA04,
title = {Customer lifetime value: stochastic optimization approach.},
year = {2004},
journal = {J. Oper. Res. Soc.},
author = {{Wai-Ki Ching} and {Michael K. Ng 001} and {Ka-Kuen Wong} and {Eitan Altman}}
}
@article{journals/mcm/WeiCN04,
title = {Computing Moore-Penrose inverses of Toeplitz matrices by Newton's iteration.},
year = {2004},
journal = {Math. Comput. Model.},
author = {{Yiming Wei 001} and {Jianfeng Cai 001} and {Michael K. Ng 001}}
}
@article{journals/nm/LuN04,
title = {On sufficient and necessary conditions for the Jacobi matrix inverse eigenvalue problem.},
year = {2004},
journal = {Numerische Mathematik},
author = {{Linzhang Lu} and {Michael K. Ng 001}}
}
@article{journals/pr/ChanCNH04,
title = {An optimization algorithm for clustering using weighted dissimilarity measures.},
year = {2004},
journal = {Pattern Recognit.},
author = {{Elaine Y. Chan} and {Wai-Ki Ching} and {Michael K. Ng 001} and {Joshua Zhexue Huang}}
}
@article{journals/tcs/LinCN04,
title = {Fast inversion of triangular Toeplitz matrices.},
year = {2004},
journal = {Theor. Comput. Sci.},
author = {{Fu-Rong Lin} and {Wai-Ki Ching} and {Michael K. Ng 001}}
}
@article{journals/tkde/YipCN04,
title = {HARP: A Practical Projected Clustering Algorithm.},
year = {2004},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Kevin Y. Yip} and {David W. Cheung} and {Michael K. Ng 001}}
}
@inproceedings{conf/grc/ZhangNCA05,
title = {A linear control model for gene intervention in a genetic regulatory network.},
year = {2005},
booktitle = {GrC},
author = {{Shuqin Zhang} and {Michael K. Ng 001} and {Wai-Ki Ching} and {Tatsuya Akutsu}},
publisher = {IEEE},
booktitle = {2005 IEEE International Conference on Granular Computing, Beijing, China, July 25-27, 2005}
}
@inproceedings{conf/iccsa/FuNNBC05,
title = {Fast Algorithms for l1 Norm/Mixed l1 and l2 Norms for Image Restoration.},
year = {2005},
booktitle = {ICCSA (4)},
author = {{Haoying Fu} and {Michael K. Ng 001} and {Mila Nikolova} and {Jesse L. Barlow} and {Wai-Ki Ching}},
publisher = {Springer},
booktitle = {Computational Science and Its Applications - ICCSA 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part IV}
}
@inproceedings{conf/icde/YipCN05,
title = {On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering.},
year = {2005},
booktitle = {ICDE},
author = {{Kevin Y. Yip} and {David W. Cheung} and {Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan}
}
@inproceedings{conf/iscas/YauBN05,
title = {Super-resolution image restoration from blurred observations.},
year = {2005},
booktitle = {ISCAS (6)},
author = {{Andy C. Yau} and {Nirmal K. Bose} and {Michael Kwok-Po Ng}},
publisher = {IEEE},
booktitle = {International Symposium on Circuits and Systems (ISCAS 2005), 23-26 May 2005, Kobe, Japan}
}
@inproceedings{conf/pakdd/JingNXH05,
title = {Subspace Clustering of Text Documents with Feature Weighting K-Means Algorithm.},
year = {2005},
booktitle = {PAKDD},
author = {{Liping Jing} and {Michael K. Ng 001} and {Jun Xu} and {Joshua Zhexue Huang}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings}
}
@inproceedings{conf/waim/JingNXH05,
title = {On the Performance of Feature Weighting K-Means for Text Subspace Clustering.},
year = {2005},
booktitle = {WAIM},
author = {{Liping Jing} and {Michael K. Ng 001} and {Jun Xu} and {Joshua Zhexue Huang}},
publisher = {Springer},
booktitle = {Advances in Web-Age Information Management, 6th International Conference, WAIM 2005, Hangzhou, China, October 11-13, 2005, Proceedings}
}
@article{journals/amc/HoN05,
title = {Iterative methods for Robbins problems.},
year = {2005},
journal = {Appl. Math. Comput.},
author = {{Andy C. Ho} and {Michael K. Ng 001}}
}
@article{journals/amc/NgK05,
title = {Image restoration by cosine transform-based iterative regularization.},
year = {2005},
journal = {Appl. Math. Comput.},
author = {{Michael K. Ng 001} and {Wilson C. Kwan}}
}
@article{journals/bioinformatics/AoYNCFMS05,
title = {CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs.},
year = {2005},
journal = {Bioinform.},
author = {{Sio Iong Ao} and {Kevin Y. Yip} and {Michael K. Ng 001} and {David Wai-Lok Cheung} and {Pui-Yee Fong} and {Ian Melhado} and {Pak Chung Sham}}
}
@article{journals/cphysics/WooCBN05,
title = {An evaluation of algorithms for the deconvolution of Doppler broadening positron annihilation radiation spectroscopy spectra.},
year = {2005},
journal = {Comput. Phys. Commun.},
author = {{Teresa K. C. Woo} and {Vincent K. W. Cheng} and {Christopher D. Beling} and {Michael K. P. Ng 001}}
}
@article{journals/ijns/ChingNFA05,
title = {On construction of stochastic genetic networks based on gene expression sequences.},
year = {2005},
journal = {Int. J. Neural Syst.},
author = {{Wai-Ki Ching} and {Michael K. Ng 001} and {Eric S. Fung} and {Tatsuya Akutsu}}
}
@article{journals/jmiv/NgY05,
title = {Super-Resolution Image Restoration from Blurred Low-Resolution Images.},
year = {2005},
journal = {J. Math. Imaging Vis.},
author = {{Michael K. Ng 001} and {Andy C. Yau}}
}
@article{journals/nla/BertacciniWN05,
title = {The eigenvalues of preconditioned matrices for linear multistep formulas in boundary value form.},
year = {2005},
journal = {Numer. Linear Algebra Appl.},
author = {{Daniele Bertaccini} and {You-Wei Wen} and {Michael K. Ng 001}}
}
@article{journals/nla/ChanCLN05,
title = {Structured matrices with applications.},
year = {2005},
journal = {Numer. Linear Algebra Appl.},
author = {{Raymond H. Chan} and {Wai-Ki Ching} and {Franklin T. Luk} and {Michael Kwok-Po Ng}}
}
@article{journals/nla/ChingNSY05,
title = {Super-resolution image reconstruction using multisensors.},
year = {2005},
journal = {Numer. Linear Algebra Appl.},
author = {{Wai-Ki Ching} and {Michael K. Ng 001} and {Kenton N. Sze} and {Andy C. Yau}}
}
@article{journals/nla/ChingNY05,
title = {A direct method for solving block-Toeplitz with near-circulant-block systems with applications to hybrid manufacturing systems.},
year = {2005},
journal = {Numer. Linear Algebra Appl.},
author = {{Wai-Ki Ching} and {Michael K. Ng 001} and {Wai-On Yuen}}
}
@article{journals/nla/HoN05,
title = {Splitting iterations for circulant-plus-diagonal systems.},
year = {2005},
journal = {Numer. Linear Algebra Appl.},
author = {{Man-Kiu Ho} and {Michael K. Ng 001}}
}
@article{journals/nla/NgCP05,
title = {Numerical behaviour of multigrid methods for symmetric Sinc-Galerkin systems.},
year = {2005},
journal = {Numer. Linear Algebra Appl.},
author = {{Michael K. Ng 001} and {Stefano Serra Capizzano} and {Cristina Tablino Possio}}
}
@article{journals/nla/PanBN05,
title = {Two-step waveform relaxation methods for implicit linear initial value problems.},
year = {2005},
journal = {Numer. Linear Algebra Appl.},
author = {{Jianyu Pan} and {Zhong-Zhi Bai} and {Michael K. Ng 001}}
}
@article{journals/nla/WeiN05,
title = {Displacement structure of group inverses.},
year = {2005},
journal = {Numer. Linear Algebra Appl.},
author = {{Yiming Wei 001} and {Michael K. Ng 001}}
}
@article{journals/pami/HuangNRL05,
title = {Automated Variable Weighting in k-Means Type Clustering.},
year = {2005},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Joshua Zhexue Huang} and {Michael K. Ng 001} and {Hongqiang Rong} and {Zichen Li}}
}
@article{journals/pr/NganPYN05,
title = {Wavelet based methods on patterned fabric defect detection.},
year = {2005},
journal = {Pattern Recognit.},
author = {{Henry Y. T. Ngan} and {Grantham K. H. Pang} and {S. P. Yung} and {Michael Kwok-Po Ng}}
}
@article{journals/siamsc/BaiN05,
title = {On Inexact Preconditioners for Nonsymmetric Matrices.},
year = {2005},
journal = {SIAM J. Sci. Comput.},
author = {{Zhong-Zhi Bai} and {Michael K. Ng 001}}
}
@article{journals/siamsc/LinNC05,
title = {Factorized Banded Inverse Preconditioners for Matrices with Toeplitz Structure.},
year = {2005},
journal = {SIAM J. Sci. Comput.},
author = {{Fu-Rong Lin} and {Michael K. Ng 001} and {Wai-Ki Ching}}
}
@article{journals/siamsc/NikolovaN05,
title = {Analysis of Half-Quadratic Minimization Methods for Signal and Image Recovery.},
year = {2005},
journal = {SIAM J. Sci. Comput.},
author = {{Mila Nikolova} and {Michael K. Ng 001}}
}
@inproceedings{conf/apbc/AkutsuHCN06,
title = {On the Complexity of Finding Control Strategies for Boolean Networks.},
year = {2006},
booktitle = {APBC},
author = {{Tatsuya Akutsu} and {Morihiro Hayashida} and {Wai-Ki Ching} and {Michael K. Ng 001}},
publisher = {Imperial College Press, London},
booktitle = {Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, Taipei, Taiwan}
}
@inproceedings{conf/apbc/Ng06,
title = {A Recursive Method for Solving Haplotype Frequencies in Multiple Loci Linkage Analysis.},
year = {2006},
booktitle = {APBC},
author = {{Michael K. Ng 001}},
publisher = {Imperial College Press, London},
booktitle = {Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, Taipei, Taiwan}
}
@inproceedings{conf/icassp/ChanLN06,
title = {Investigation of Computational Compound-Eye Imaging System With Super-Resolution Reconstruction.},
year = {2006},
booktitle = {ICASSP (4)},
author = {{Wai-San Chan} and {Edmund Y. Lam} and {Michael K. Ng 001}},
publisher = {IEEE},
booktitle = {2006 IEEE International Conference on Acoustics Speech and Signal Processing, ICASSP 2006, Toulouse, France, May 14-19, 2006}
}
@inproceedings{conf/icdm/NgLASCH06,
title = {Clustering of SNP Data with Application to Genomics.},
year = {2006},
booktitle = {ICDM Workshops},
author = {{Michael K. Ng 001} and {Mark Junjie Li} and {Sio Iong Ao} and {Pak Chung Sham} and {Yiu-ming Cheung} and {Joshua Zhexue Huang}},
publisher = {IEEE Computer Society},
booktitle = {Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China}
}
@inproceedings{conf/icdm/YipNC06,
title = {Input Validation for Semi-supervised Clustering.},
year = {2006},
booktitle = {ICDM Workshops},
author = {{Kevin Y. Yip} and {Michael K. Ng 001} and {David W. Cheung}},
publisher = {IEEE Computer Society},
booktitle = {Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China}
}
@inproceedings{conf/icpr/ChanLN06,
title = {Extending the Depth of Field in a Compound-Eye Imaging System with Super-Resolution Reconstruction.},
year = {2006},
booktitle = {ICPR (3)},
author = {{Wai-San Chan} and {Edmund Y. Lam} and {Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {18th International Conference on Pattern Recognition (ICPR 2006), 20-24 August 2006, Hong Kong, China}
}
@inproceedings{conf/valuetools/WenCN06,
title = {Fast solvers for queueing systems with negative customers.},
year = {2006},
booktitle = {VALUETOOLS},
author = {{You-Wei Wen} and {Wai-Ki Ching} and {Michael K. Ng 001}},
publisher = {ACM},
booktitle = {Proceedings of the 1st International Conference on Performance Evaluation Methodolgies and Tools, VALUETOOLS 2006, Pisa, Italy, October 11-13, 2006}
}
@article{journals/amc/BaiCN06,
title = {Preface.},
year = {2006},
journal = {Appl. Math. Comput.},
author = {{Zhong-Zhi Bai} and {Wai-Ki Ching} and {Michael K. Ng 001}}
}
@article{journals/amc/LuN06,
title = {Effects of a parameter on a nonsymmetric algebraic Riccati equation.},
year = {2006},
journal = {Appl. Math. Comput.},
author = {{Linzhang Lu} and {Michael K. Ng 001}}
}
@article{journals/amc/PanNB06,
title = {New preconditioners for saddle point problems.},
year = {2006},
journal = {Appl. Math. Comput.},
author = {{Jianyu Pan} and {Michael K. Ng 001} and {Zhong-Zhi Bai}}
}
@article{journals/amc/WeiDN06,
title = {On Drazin inverse of singular Toeplitz matrix.},
year = {2006},
journal = {Appl. Math. Comput.},
author = {{Yiming Wei 001} and {Huaian Diao} and {Michael K. Ng 001}}
}
@article{journals/ejasp/BoseNY06,
title = {A Fast Algorithm for Image Super-Resolution from Blurred Observations.},
year = {2006},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Nirmal K. Bose} and {Michael Kwok-Po Ng} and {Andy C. Yau}}
}
@article{journals/ejasp/NgCKM06,
title = {Super-Resolution Imaging: Analysis, Algorithms, and Applications.},
year = {2006},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Michael K. P. Ng 001} and {Tony F. Chan} and {Moon Gi Kang} and {Peyman Milanfar}}
}
@article{journals/isci/TorraDMN06,
title = {Regression for ordinal variables without underlying continuous variables.},
year = {2006},
journal = {Inf. Sci.},
author = {{Vicenç Torra} and {Josep Domingo-Ferrer} and {Josep Maria Mateo-Sanz} and {Michael K. Ng 001}}
}
@article{journals/jbcb/NgFLC06,
title = {A Recursive Method for Solving Haplotype Frequencies with Application to Genetics.},
year = {2006},
journal = {J. Bioinform. Comput. Biol.},
author = {{Michael K. Ng 001} and {Eric S. Fung} and {Yiu-Fai Lee} and {Wai-Ki Ching}}
}
@article{journals/siammax/BenziN06,
title = {Preconditioned Iterative Methods for Weighted Toeplitz Least Squares Problems.},
year = {2006},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Michele Benzi} and {Michael K. Ng 001}}
}
@article{journals/siamsc/FuNB06,
title = {Structured Total Least Squares for Color Image Restoration.},
year = {2006},
journal = {SIAM J. Sci. Comput.},
author = {{Haoying Fu} and {Michael K. Ng 001} and {Jesse L. Barlow}}
}
@article{journals/siamsc/FuNNB06,
title = {Efficient Minimization Methods of Mixed l2-l1 and l1-l1 Norms for Image Restoration.},
year = {2006},
journal = {SIAM J. Sci. Comput.},
author = {{Haoying Fu} and {Michael K. Ng 001} and {Mila Nikolova} and {Jesse L. Barlow}}
}
@article{journals/soco/AoN06,
title = {Gene expression time series modeling with principal component and neural network.},
year = {2006},
journal = {Soft Comput.},
author = {{Sio Iong Ao} and {Michael K. Ng 001}}
}
@article{journals/tcsb/NgZCA06,
title = {A Control Model for Markovian Genetic Regulatory Networks.},
year = {2006},
journal = {Trans. Comp. Sys. Biology},
author = {{Michael K. Ng 001} and {Shuqin Zhang} and {Wai-Ki Ching} and {Tatsuya Akutsu}},
publisher = {Springer},
booktitle = {Transactions on Computational Systems Biology V}
}
@incollection{books/ox/07/BaiNG07,
title = {Hermitian and Skew-Hermitian splitting methods for non-Hermitian positive definite linear systems.},
year = {2007},
booktitle = {Milestones in Matrix Computation},
author = {{Zhong-Zhi Bai} and {Michael K. Ng 001} and {Gene H. Golub}},
publisher = {Oxford University Press},
booktitle = {Milestones in Matrix Computation - Selected Works of Gene H. Golub, with Commentaries.}
}
@inproceedings{conf/dasfaa/ZhangJHNZ07,
title = {A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering.},
year = {2007},
booktitle = {DASFAA},
author = {{Xiaodan Zhang} and {Liping Jing} and {Xiaohua Hu 001} and {Michael K. Ng 001} and {Xiaohua Zhou}},
publisher = {Springer},
booktitle = {Advances in Databases: Concepts, Systems and Applications, 12th International Conference on Database Systems for Advanced Applications, DASFAA 2007, Bangkok, Thailand, April 9-12, 2007, Proceedings}
}
@inproceedings{conf/emmcvpr/WenNC07,
title = {CIDER: Corrected Inverse-Denoising Filter for Image Restoration.},
year = {2007},
booktitle = {EMMCVPR},
author = {{You-Wei Wen} and {Michael K. Ng 001} and {Wai-Ki Ching}},
publisher = {Springer},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition, 6th International Conference, EMMCVPR 2007, Ezhou, China, August 27-29, 2007, Proceedings}
}
@inproceedings{conf/icai/HuWNS07,
title = {Mining and Dynamic Simulation of Sub-Networks from Large Biomolecular Networks.},
year = {2007},
booktitle = {IC-AI},
author = {{Xiaohua Hu 001} and {Fang-Xiang Wu} and {Michael K. Ng 001} and {Bahrad A. Sokhansanj}},
publisher = {CSREA Press},
booktitle = {Proceedings of the 2007 International Conference on Artificial Intelligence, ICAI 2007, Volume II, June 25-28, 2007, Las Vegas, Nevada, USA}
}
@article{journals/appml/LuN07,
title = {Maximum inverse positive matrices.},
year = {2007},
journal = {Appl. Math. Lett.},
author = {{Linzhang Lu} and {Michael K. Ng 001}}
}
@article{journals/appml/WeiZNX07,
title = {Tikhonov regularization for weighted total least squares problems.},
year = {2007},
journal = {Appl. Math. Lett.},
author = {{Yiming Wei 001} and {Naimin Zhang} and {Michael K. Ng 001} and {Wei Xu}}
}
@article{journals/bioinformatics/ChingZNA07,
title = {An approximation method for solving the steady-state probability distribution of probabilistic Boolean networks.},
year = {2007},
journal = {Bioinform.},
author = {{Wai-Ki Ching} and {Shuqin Zhang} and {Michael K. Ng 001} and {Tatsuya Akutsu}}
}
@article{journals/bioinformatics/ShamAKKCFN07,
title = {Combining functional and linkage disequilibrium information in the selection of tag SNPs.},
year = {2007},
journal = {Bioinform.},
author = {{Pak Chung Sham} and {Sio Iong Ao} and {Johnny S. H. Kwan} and {P. Kao} and {F. Cheung} and {Pui-Yee Fong} and {Michael K. Ng 001}}
}
@article{journals/csda/AoNS07,
title = {Constrained unidimensional scaling with application to genomics.},
year = {2007},
journal = {Comput. Stat. Data Anal.},
author = {{Sio Iong Ao} and {Michael K. Ng 001} and {Pak Chung Sham}}
}
@article{journals/ejasp/NgSLZ07,
title = {A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video.},
year = {2007},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Michael K. Ng 001} and {Huanfeng Shen} and {Edmund Y. Lam} and {Liangpei Zhang 001}}
}
@article{journals/ejbsb/ZhangHACN07,
title = {Algorithms for Finding Small Attractors in Boolean Networks.},
year = {2007},
journal = {EURASIP J. Bioinform. Syst. Biol.},
author = {{Shuqin Zhang} and {Morihiro Hayashida} and {Tatsuya Akutsu} and {Wai-Ki Ching} and {Michael Kwok-Po Ng}}
}
@article{journals/ijbra/CheungCKYN07,
title = {On mining micro-array data by Order-Preserving Submatrix.},
year = {2007},
journal = {Int. J. Bioinform. Res. Appl.},
author = {{Lin Cheung} and {David W. Cheung} and {Ben Kao} and {Kevin Y. Yip} and {Michael K. Ng 001}}
}
@article{journals/ijdmb/ZhangCNA07,
title = {Simulation study in Probabilistic Boolean Network models for genetic regulatory networks.},
year = {2007},
journal = {Int. J. Data Min. Bioinform.},
author = {{Shuqin Zhang} and {Wai-Ki Ching} and {Michael K. Ng 001} and {Tatsuya Akutsu}}
}
@article{journals/jmiv/NgQYH07,
title = {On Semismooth Newton's Methods for Total Variation Minimization.},
year = {2007},
journal = {J. Math. Imaging Vis.},
author = {{Michael K. Ng 001} and {Liqun Qi 001} and {Yu-Fei Yang} and {Yu-Mei Huang}}
}
@article{journals/mssp/ChanLNM07,
title = {Super-resolution reconstruction in a computational compound-eye imaging system.},
year = {2007},
journal = {Multidimens. Syst. Signal Process.},
author = {{Wai-San Chan} and {Edmund Y. Lam} and {Michael K. Ng 001} and {Giuseppe Y. Mak}}
}
@article{journals/mssp/NgLT07,
title = {Superresolution imaging: Theory, Algorithms and Applications.},
year = {2007},
journal = {Multidimens. Syst. Signal Process.},
author = {{Michael K. Ng 001} and {Edmund Y. Lam} and {Chong-Sze Tong}}
}
@article{journals/mssp/YauBN07,
title = {An efficient algorithm for superresolution in medium field imaging.},
year = {2007},
journal = {Multidimens. Syst. Signal Process.},
author = {{Andy C. Yau} and {N. K. Bose} and {Michael K. Ng 001}}
}
@article{journals/nla/BaiGN07,
title = {On successive-overrelaxation acceleration of the Hermitian and skew-Hermitian splitting iterations.},
year = {2007},
journal = {Numer. Linear Algebra Appl.},
author = {{Zhong-Zhi Bai} and {Gene H. Golub} and {Michael K. Ng 001}}
}
@article{journals/pami/NgLHH07,
title = {On the Impact of Dissimilarity Measure in k-Modes Clustering Algorithm.},
year = {2007},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Michael K. Ng 001} and {Mark Junjie Li} and {Joshua Zhexue Huang} and {Zengyou He}}
}
@article{journals/pr/NgCSC07,
title = {A semi-supervised regression model for mixed numerical and categorical variables.},
year = {2007},
journal = {Pattern Recognit.},
author = {{Michael K. Ng 001} and {Elaine Y. Chan} and {Meko M. C. So} and {Wai-Ki Ching}}
}
@article{journals/siammax/ChingNW07,
title = {Block Diagonal and Schur Complement Preconditioners for Block-Toeplitz Systems with Small Size Blocks.},
year = {2007},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Wai-Ki Ching} and {Michael K. Ng 001} and {You-Wei Wen}}
}
@article{journals/siamsc/BaiHN07,
title = {On Preconditioned Iterative Methods for Burgers Equations.},
year = {2007},
journal = {SIAM J. Sci. Comput.},
author = {{Zhong-Zhi Bai} and {Yu-Mei Huang} and {Michael K. Ng 001}}
}
@article{journals/tcbb/YipNWC07,
title = {Strategies for Identifying Statistically Significant Dense Regions in Microarray Data.},
year = {2007},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
author = {{Andy M. Yip} and {Michael K. Ng 001} and {Edmond HaoCun Wu} and {Tony F. Chan}}
}
@article{journals/tkde/JingNH07,
title = {An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data.},
year = {2007},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Liping Jing} and {Michael K. Ng 001} and {Joshua Zhexue Huang}}
}
@incollection{series/sci/WuN07,
title = {Developing a Knowledge-based Intelligent Services System in Sports Websites.},
year = {2007},
booktitle = {E-Service Intelligence},
author = {{Edmond HaoCun Wu} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {E-Service Intelligence: Methodologies, Technologies and Applications}
}
@inproceedings{conf/grc/Ng08,
title = {Clustering Algorithms with Automatic Selection of Cluster Number.},
year = {2008},
booktitle = {GrC},
author = {{Michael Ng 001}},
publisher = {IEEE},
booktitle = {The 2008 IEEE International Conference on Granular Computing, GrC 2008, Hangzhou, China, 26-28 August 2008}
}
@article{journals/ijbra/LiaoNFS08,
title = {Unidimensional nonnegative scaling for genome-wide Linkage Disequilibrium maps.},
year = {2008},
journal = {Int. J. Bioinform. Res. Appl.},
author = {{Haiyong Liao} and {Michael K. Ng 001} and {Eric S. Fung} and {Pak Chung Sham}}
}
@article{journals/jdwm/ZhangJHNJZ08,
title = {Medical Document Clustering Using Ontology-Based Term Similarity Measures.},
year = {2008},
journal = {Int. J. Data Warehous. Min.},
author = {{Xiaodan Zhang} and {Liping Jing} and {Xiaohua Hu 001} and {Michael K. Ng 001} and {Jiali Xia Jiangxi} and {Xiaohua Zhou}}
}
@article{journals/mmas/HuangNW08,
title = {A Fast Total Variation Minimization Method for Image Restoration.},
year = {2008},
journal = {Multiscale Model. Simul.},
author = {{Yu-Mei Huang} and {Michael K. Ng 001} and {You-Wei Wen}}
}
@article{journals/siamis/NikolovaNZC08,
title = {Efficient Reconstruction of Piecewise Constant Images Using Nonsmooth Nonconvex Minimization.},
year = {2008},
journal = {SIAM J. Imaging Sci.},
author = {{Mila Nikolova} and {Michael K. Ng 001} and {Shuqin Zhang} and {Wai-Ki Ching}}
}
@article{journals/siamsc/WenNC08,
title = {Iterative Algorithms Based on Decoupling of Deblurring and Denoising for Image Restoration.},
year = {2008},
journal = {SIAM J. Sci. Comput.},
author = {{You-Wei Wen} and {Michael K. Ng 001} and {Wai-Ki Ching}}
}
@article{journals/tip/WenNH08,
title = {Efficient Total Variation Minimization Methods for Color Image Restoration.},
year = {2008},
journal = {IEEE Trans. Image Process.},
author = {{You-Wei Wen} and {Michael K. Ng 001} and {Yu-Mei Huang}}
}
@article{journals/tkde/LiNCH08,
title = {Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of Number of Clusters.},
year = {2008},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Mark Junjie Li} and {Michael K. Ng 001} and {Yiu-ming Cheung} and {Joshua Zhexue Huang}}
}
@inproceedings{conf/pakdd/ZhouNSJ09,
title = {Budget Semi-supervised Learning.},
year = {2009},
booktitle = {PAKDD},
author = {{Zhi-Hua Zhou} and {Michael K. Ng 001} and {Qiao-Qiao She} and {Yuan Jiang 001}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference, PAKDD 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings}
}
@inproceedings{conf/scalespace/YauTN09,
title = {L0-Norm and Total Variation for Wavelet Inpainting.},
year = {2009},
booktitle = {SSVM},
author = {{Andy C. Yau} and {Xue-Cheng Tai} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Scale Space and Variational Methods in Computer Vision, Second International Conference, SSVM 2009, Voss, Norway, June 1-5, 2009. Proceedings}
}
@article{journals/cj/ShenNLZ09,
title = {Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images.},
year = {2009},
journal = {Comput. J.},
author = {{Huanfeng Shen} and {Michael K. Ng 001} and {Pingxiang Li} and {Liangpei Zhang 001}}
}
@article{journals/cma/SiuCFNL09,
title = {A high-order Markov-switching model for risk measurement.},
year = {2009},
journal = {Comput. Math. Appl.},
author = {{Tak Kuen Siu} and {Wai-Ki Ching} and {Eric S. Fung} and {Michael K. Ng 001} and {Xun Li 002}}
}
@article{journals/ijdmb/YipCCJN09,
title = {A semi-supervised approach to projected clustering with applications to microarray data.},
year = {2009},
journal = {Int. J. Data Min. Bioinform.},
author = {{Kevin Y. Yip} and {Lin Cheung} and {David W. Cheung} and {Liping Jing} and {Michael K. Ng 001}}
}
@article{journals/ijdmmm/JingLNCH09,
title = {SMART: a subspace clustering algorithm that automatically identifies the appropriate number of clusters.},
year = {2009},
journal = {Int. J. Data Min. Model. Manag.},
author = {{Liping Jing} and {Mark Junjie Li} and {Michael K. Ng 001} and {Yiu-ming Cheung} and {Joshua Zhexue Huang}}
}
@article{journals/ijgcrsis/NgJ09,
title = {A new fuzzy k-modes clustering algorithm for categorical data.},
year = {2009},
journal = {Int. J. Granul. Comput. Rough Sets Intell. Syst.},
author = {{Michael K. Ng 001} and {Liping Jing}}
}
@article{journals/siamis/HuangNW09,
title = {A New Total Variation Method for Multiplicative Noise Removal.},
year = {2009},
journal = {SIAM J. Imaging Sci.},
author = {{Yu-Mei Huang} and {Michael K. Ng 001} and {You-Wei Wen}}
}
@article{journals/siammax/BaiNW09,
title = {Constraint Preconditioners for Symmetric Indefinite Matrices.},
year = {2009},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Zhong-Zhi Bai} and {Michael K. Ng 001} and {Zeng-Qi Wang}}
}
@article{journals/siammax/NgQZ09,
title = {Finding the Largest Eigenvalue of a Nonnegative Tensor.},
year = {2009},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Michael K. P. Ng 001} and {Liqun Qi 001} and {Guanglu Zhou}}
}
@article{journals/siamnum/BaiHN09,
title = {On Preconditioned Iterative Methods for Certain Time-Dependent Partial Differential Equations.},
year = {2009},
journal = {SIAM J. Numer. Anal.},
author = {{Zhong-Zhi Bai} and {Yu-Mei Huang} and {Michael K. Ng 001}}
}
@article{journals/siamsc/GuoLN09,
title = {A Fast l1-TV Algorithm for Image Restoration.},
year = {2009},
journal = {SIAM J. Sci. Comput.},
author = {{Xiaoxia Guo} and {Fang Li 004} and {Michael K. Ng 001}}
}
@article{journals/spl/HuangNW09,
title = {Fast Image Restoration Methods for Impulse and Gaussian Noises Removal.},
year = {2009},
journal = {IEEE Signal Process. Lett.},
author = {{Yu-Mei Huang} and {Michael K. Ng 001} and {You-Wei Wen}}
}
@article{journals/titb/HuNWS09,
title = {Mining, Modeling, and Evaluation of Subnetworks From Large Biomolecular Networks and Its Comparison Study.},
year = {2009},
journal = {IEEE Trans. Inf. Technol. Biomed.},
author = {{Xiaohua Hu 001} and {Michael K. Ng 001} and {Fang-Xiang Wu} and {Bahrad A. Sokhansanj}}
}
@incollection{reference/dataware/JingNH09,
title = {Soft Subspace Clustering for High-Dimensional Data.},
year = {2009},
booktitle = {Encyclopedia of Data Warehousing and Mining},
author = {{Liping Jing} and {Michael K. Ng 001} and {Joshua Zhexue Huang}},
publisher = {IGI Global},
booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes)}
}
@incollection{books/igi/Taniar10/ZhangJHNXZ10,
title = {Medical Document Clustering Using Ontology-Based Term Similarity Measures.},
year = {2010},
booktitle = {Strategic Advancements in Utilizing Data Mining and Warehousing Technologies},
author = {{Xiaodan Zhang} and {Liping Jing} and {Xiaohua Hu 001} and {Michael K. Ng 001} and {Jiali Xia} and {Xiaohua Zhou}},
publisher = {IGI Global},
booktitle = {Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments}
}
@inproceedings{conf/aaai/SunNZ10,
title = {Multi-Instance Dimensionality Reduction.},
year = {2010},
booktitle = {AAAI},
author = {{Yu-Yin Sun} and {Michael K. Ng 001} and {Zhi-Hua Zhou}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010}
}
@inproceedings{conf/bcb/LiuNZ10,
title = {SNP specific extraction and analysis using shrunken dissimilarity measure.},
year = {2010},
booktitle = {BCB},
author = {{Yang Liu 100} and {Michael K. Ng 001} and {Jin Zhou}},
publisher = {ACM},
booktitle = {Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, BCB 2010, Niagara Falls, NY, USA, August 2-4, 2010}
}
@inproceedings{conf/bibm/LiuLM10,
title = {Classification of genome-wide copy number variations and their associated SNP and gene networks analysis.},
year = {2010},
booktitle = {BIBM},
author = {{Yang Liu 100} and {Yiu-Fai Lee} and {Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010, Hong Kong, China, December 18-21, 2010, Proceedings}
}
@inproceedings{conf/icassp/AmizicBNMK10,
title = {Fast total variation image restoration with parameter estimation using bayesian inference.},
year = {2010},
booktitle = {ICASSP},
author = {{Bruno Amizic} and {S. Derin Babacan} and {Michael K. Ng 001} and {Rafael Molina 001} and {Aggelos K. Katsaggelos}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA}
}
@inproceedings{conf/pricai/WuYNSH10,
title = {Exploiting Word Cluster Information for Unsupervised Feature Selection.},
year = {2010},
booktitle = {PRICAI},
author = {{Qingyao Wu} and {Yunming Ye} and {Michael K. Ng 001} and {Hanjing Su} and {Joshua Zhexue Huang}},
publisher = {Springer},
booktitle = {PRICAI 2010: Trends in Artificial Intelligence, 11th Pacific Rim International Conference on Artificial Intelligence, Daegu, Korea, August 30-September 2, 2010. Proceedings}
}
@inproceedings{conf/spieVIP/LiNPPZ10,
title = {Hyperspectral image segmentation, deblurring, and spectral analysis for material identification.},
year = {2010},
booktitle = {Visual Information Processing},
author = {{Fang Li 004} and {Michael K. Ng 001} and {Robert J. Plemmons} and {Sudhakar Prasad} and {Qiang Zhang}},
publisher = {SPIE},
booktitle = {Visual Information Processing XIX, Orlando, Florida, USA, April 6-7, 2010}
}
@article{journals/amc/HuangN10,
title = {Product-type block preconditioners for electromagnetic cavity problems.},
year = {2010},
journal = {Appl. Math. Comput.},
author = {{Yu-Mei Huang} and {Michael K. Ng 001}}
}
@article{journals/bmcbi/JingN10,
title = {Prior knowledge based mining functional modules from Yeast PPI networks with gene ontology.},
year = {2010},
journal = {BMC Bioinform.},
author = {{Liping Jing} and {Michael K. Ng 001}}
}
@article{journals/bmcsb/LiuN10,
title = {Shrunken methodology to genome-wide SNPs selection and construction of SNPs networks.},
year = {2010},
journal = {BMC Syst. Biol.},
author = {{Yang Liu 100} and {Michael K. Ng 001}}
}
@article{journals/imst/NgQY10,
title = {Numerical methods for interactive multiple-class image segmentation problems.},
year = {2010},
journal = {Int. J. Imaging Syst. Technol.},
author = {{Michael K. Ng 001} and {Guoping Qiu} and {Andy M. Yip}}
}
@article{journals/jbi/LiuLCSN10,
title = {SKM-SNP: SNP markers detection method.},
year = {2010},
journal = {J. Biomed. Informatics},
author = {{Yang Liu 100} and {Mark Junjie Li} and {Yiu-ming Cheung} and {Pak Chung Sham} and {Michael K. Ng 001}}
}
@article{journals/kais/JingNH10,
title = {Knowledge-based vector space model for text clustering.},
year = {2010},
journal = {Knowl. Inf. Syst.},
author = {{Liping Jing} and {Michael K. Ng 001} and {Joshua Zhexue Huang}}
}
@article{journals/na/LinN10,
title = {Inverse product Toeplitz preconditioners for non-Hermitian Toeplitz systems.},
year = {2010},
journal = {Numer. Algorithms},
author = {{Fu-Rong Lin} and {Michael K. Ng 001}}
}
@article{journals/pr/LiYLN10,
title = {On cluster tree for nested and multi-density data clustering.},
year = {2010},
journal = {Pattern Recognit.},
author = {{Xutao Li} and {Yunming Ye} and {Mark Junjie Li} and {Michael K. Ng 001}}
}
@article{journals/siamam/LiNL10,
title = {Variational Fuzzy Mumford--Shah Model for Image Segmentation.},
year = {2010},
journal = {SIAM J. Appl. Math.},
author = {{Fang Li 004} and {Michael K. Ng 001} and {Chunming Li}}
}
@article{journals/siamis/LiNS10,
title = {Multiplicative Noise Removal with Spatially Varying Regularization Parameters.},
year = {2010},
journal = {SIAM J. Imaging Sci.},
author = {{Fang Li 004} and {Michael K. Ng 001} and {Chaomin Shen}}
}
@article{journals/siamis/LiNZS10,
title = {A Multiphase Image Segmentation Method Based on Fuzzy Region Competition.},
year = {2010},
journal = {SIAM J. Imaging Sci.},
author = {{Fang Li 004} and {Michael K. Ng 001} and {Tieyong Zeng} and {Chunli Shen}}
}
@article{journals/siammax/MastronardiNT10,
title = {Decay in Functions of Multiband Matrices.},
year = {2010},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Nicola Mastronardi} and {Michael K. Ng 001} and {E. E. Tyrtyshnikov}}
}
@article{journals/siammax/ZhangLN10,
title = {Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis.},
year = {2010},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Lei-Hong Zhang} and {Li-Zhi Liao} and {Michael K. Ng 001}}
}
@article{journals/siamsc/NgP10,
title = {Approximate Inverse Circulant-plus-Diagonal Preconditioners for Toeplitz-plus-Diagonal Matrices.},
year = {2010},
journal = {SIAM J. Sci. Comput.},
author = {{Michael K. Ng 001} and {Jianyu Pan}}
}
@article{journals/siamsc/NgWY10,
title = {Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods.},
year = {2010},
journal = {SIAM J. Sci. Comput.},
author = {{Michael K. Ng 001} and {Pierre Weiss} and {Xiaoming Yuan 001}}
}
@article{journals/spm/WongTN10,
title = {Accurate Vascular Delay Estimation from Low-Temporal Resolution Image Data Set [Life Sciences].},
year = {2010},
journal = {IEEE Signal Process. Mag.},
author = {{Kelvin Wong} and {Chi-Pan Tam} and {Michael K. Ng 001}}
}
@article{journals/tip/NikolovaNT10,
title = {Fast Nonconvex Nonsmooth Minimization Methods for Image Restoration and Reconstruction.},
year = {2010},
journal = {IEEE Trans. Image Process.},
author = {{Mila Nikolova} and {Michael K. Ng 001} and {Chi-Pan Tam}}
}
@article{journals/tip/ZengN10,
title = {On the Total Variation Dictionary Model.},
year = {2010},
journal = {IEEE Trans. Image Process.},
author = {{Tieyong Zeng} and {Michael K. Ng 001}}
}
@article{journals/titb/JingNL10,
title = {Construction of gene networks with hybrid approach from expression profile and gene ontology.},
year = {2010},
journal = {IEEE Trans. Inf. Technol. Biomed.},
author = {{Liping Jing} and {Michael K. Ng 001} and {Ying Liu 007}}
}
@inproceedings{conf/bibm/WuYLN11,
title = {Stratified Random Forest for Genome-wide Association Study.},
year = {2011},
booktitle = {BIBM},
author = {{Qingyao Wu} and {Yunming Ye} and {Yang Liu 100} and {Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2011, Atlanta, GA, USA, November 12-15, , 2011}
}
@inproceedings{conf/kdd/NgLY11,
title = {MultiRank: co-ranking for objects and relations in multi-relational data.},
year = {2011},
booktitle = {KDD},
author = {{Michael Kwok-Po Ng} and {Xutao Li} and {Yunming Ye}},
publisher = {ACM},
booktitle = {Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011}
}
@inproceedings{conf/nds/FongN11,
title = {On selection of spatial-varying regularization parameters in total variation image restoration.},
year = {2011},
booktitle = {nDS},
author = {{Wai Lam Fong} and {Michael K. Ng 001}},
publisher = {IEEE},
booktitle = {7th International Workshop on Multidimensional (nD) Systems, nDS 2011, Poitiers, France, September 5-7, 2011}
}
@article{journals/aada/JingNZ11,
title = {On gene Selection and Classification for Cancer microarray Data Using Multi-Step Clustering and Sparse Representation.},
year = {2011},
journal = {Adv. Data Sci. Adapt. Anal.},
author = {{Liping Jing} and {Michael K. Ng 001} and {Tieyong Zeng}}
}
@article{journals/amc/WenCN11,
title = {Approximate inverse-free preconditioners for Toeplitz matrices.},
year = {2011},
journal = {Appl. Math. Comput.},
author = {{You-Wei Wen} and {Wai-Ki Ching} and {Michael K. Ng 001}}
}
@article{journals/bmcbi/LiuLN11,
title = {SNP and gene networks construction and analysis from classification of copy number variations data.},
year = {2011},
journal = {BMC Bioinform.},
author = {{Yang Liu 100} and {Yiu Lee} and {Michael K. Ng 001}}
}
@article{journals/coap/YauTN11,
title = {Compression and denoising using l0-norm.},
year = {2011},
journal = {Comput. Optim. Appl.},
author = {{Andy C. Yau} and {Xue-Cheng Tai} and {Michael K. Ng 001}}
}
@article{journals/jcphy/BenziNNW11,
title = {A Relaxed Dimensional Factorization preconditioner for the incompressible Navier-Stokes equations.},
year = {2011},
journal = {J. Comput. Phys.},
author = {{Michele Benzi} and {Michael K. Ng 001} and {Qiang Niu} and {Zhen Wang}}
}
@article{journals/mssp/NgWY11,
title = {Fast minimization methods for solving constrained total-variation superresolution image reconstruction.},
year = {2011},
journal = {Multidimens. Syst. Signal Process.},
author = {{Michael K. Ng 001} and {Fan Wang} and {Xiao-Ming Yuan 001}}
}
@article{journals/nla/NgLZ11,
title = {On sparse linear discriminant analysis algorithm for high-dimensional data classification.},
year = {2011},
journal = {Numer. Linear Algebra Appl.},
author = {{Michael K. Ng 001} and {Li-Zhi Liao} and {Lei-Hong Zhang}}
}
@article{journals/pr/XiaoZYN11,
title = {Restoration of images corrupted by mixed Gaussian-impulse noise via l1-l0 minimization.},
year = {2011},
journal = {Pattern Recognit.},
author = {{Yu Xiao} and {Tieyong Zeng} and {Jian Yu} and {Michael K. Ng 001}}
}
@article{journals/siamis/NgW11,
title = {A Total Variation Model for Retinex.},
year = {2011},
journal = {SIAM J. Imaging Sci.},
author = {{Michael K. Ng 001} and {Wei Wang 132}}
}
@article{journals/siamsc/NgWY11,
title = {Inexact Alternating Direction Methods for Image Recovery.},
year = {2011},
journal = {SIAM J. Sci. Comput.},
author = {{Michael K. Ng 001} and {Fan Wang} and {Xiaoming Yuan 001}}
}
@article{journals/tip/LiaoN11,
title = {Blind Deconvolution Using Generalized Cross-Validation Approach to Regularization Parameter Estimation.},
year = {2011},
journal = {IEEE Trans. Image Process.},
author = {{Haiyong Liao} and {Michael K. Ng 001}}
}
@inproceedings{conf/bibm/LiYWN12,
title = {MultiFacTV: Finding modules from higher-order gene expression profiles with time dimension.},
year = {2012},
booktitle = {BIBM},
author = {{Xutao Li} and {Yunming Ye} and {Qingyao Wu} and {Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012, Philadelphia, PA, USA, October 4-7, 2012}
}
@inproceedings{conf/icdke/CaiN12,
title = {Optimal Combination of Feature Weight Learning and Classification Based on Local Approximation.},
year = {2012},
booktitle = {ICDKE},
author = {{Hongmin Cai} and {Michael Kwok-Po Ng}},
publisher = {Springer},
booktitle = {Data and Knowledge Engineering - Third International Conference, ICDKE 2012, Wuyishan, Fujian, China, November 21-23, 2012. Proceedings}
}
@inproceedings{conf/isb/LiuZLCN12,
title = {Construction and analysis of genome-wide SNP networks.},
year = {2012},
booktitle = {ISB},
author = {{Yang Liu 100} and {Jin Zhou} and {Zhi-Ping Liu} and {Luonan Chen} and {Michael K. Ng 001}},
publisher = {IEEE},
booktitle = {6th IEEE International Conference on Systems Biology, ISB 2012, Xian, China, August 18-20, 2012}
}
@inproceedings{conf/pakdd/CaiN12,
title = {Feature Weighting by RELIEF Based on Local Hyperplane Approximation.},
year = {2012},
booktitle = {PAKDD (2)},
author = {{Hongmin Cai} and {Michael K. P. Ng 001}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 - June 1, 2012, Proceedings, Part II}
}
@inproceedings{conf/sdm/LiNY12,
title = {HAR: Hub, Authority and Relevance Scores in Multi-Relational Data for Query Search.},
year = {2012},
booktitle = {SDM},
author = {{Xutao Li} and {Michael K. Ng 001} and {Yunming Ye}},
publisher = {SIAM / Omnipress},
booktitle = {Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012.}
}
@article{journals/agis/SoNZL12,
title = {GIS in urban cultural studies: reflections from the project on Republican Beijing.},
year = {2012},
journal = {Ann. GIS},
author = {{Billy K. L. So} and {Michael Kwok-Po Ng} and {Peiyao Zhang} and {Hui Lin}}
}
@article{journals/jcam/LiCN12,
title = {On computation of the steady-state probability distribution of probabilistic Boolean networks with gene perturbation.},
year = {2012},
journal = {J. Comput. Appl. Math.},
author = {{Wen Li 006} and {Lu-Bin Cui} and {Michael K. Ng 001}}
}
@article{journals/nla/BaiN12,
title = {Erratum.},
year = {2012},
journal = {Numer. Linear Algebra Appl.},
author = {{Zhong-Zhi Bai} and {Michael K. Ng 001}}
}
@article{journals/nla/LiNP12,
title = {Coupled segmentation and denoising/deblurring models for hyperspectral material identification.},
year = {2012},
journal = {Numer. Linear Algebra Appl.},
author = {{Fang Li 004} and {Michael K. Ng 001} and {Robert J. Plemmons}}
}
@article{journals/nla/NgC0QLT12,
title = {Structured matrices and tensors.},
year = {2012},
journal = {Numer. Linear Algebra Appl.},
author = {{Michael K. Ng 001} and {Raymond H. Chan} and {Xiaojun Chen 001} and {Liqun Qi 001} and {Franklin T. Luk} and {Eugene Tyrtyshnikov}}
}
@article{journals/nla/YinYN12,
title = {On adaptively accelerated Arnoldi method for computing PageRank.},
year = {2012},
journal = {Numer. Linear Algebra Appl.},
author = {{Jun-Feng Yin} and {Guo-Jian Yin} and {Michael K. Ng 001}}
}
@article{journals/siammax/ChenLN12,
title = {Perturbation Analysis for Antitriangular Schur Decomposition.},
year = {2012},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Xiao-Shan Chen} and {Wen Li 006} and {Michael K. Ng 001}}
}
@article{journals/siamsc/ChuLN12,
title = {Sparse Orthogonal Linear Discriminant Analysis.},
year = {2012},
journal = {SIAM J. Sci. Comput.},
author = {{Delin Chu} and {Li-Zhi Liao} and {Michael K. Ng 001}}
}
@article{journals/tcbb/ChenN12,
title = {Guest Editorial: Bioinformatics and Computational Systems Biology.},
year = {2012},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
author = {{Luonan Chen} and {Michael K. Ng 001}}
}
@article{journals/tip/0001NZ12,
title = {Non-Lipschitz lp-Regularization and Box Constrained Model for Image Restoration.},
year = {2012},
journal = {IEEE Trans. Image Process.},
author = {{Xiaojun Chen 001} and {Michael K. Ng 001} and {Chao Zhang}}
}
@article{journals/tip/HuangMNZ12,
title = {Multiplicative Noise Removal via a Learned Dictionary.},
year = {2012},
journal = {IEEE Trans. Image Process.},
author = {{Yu-Mei Huang} and {Lionel Moisan} and {Michael K. Ng 001} and {Tieyong Zeng}}
}
@article{journals/tip/JingZN12,
title = {SNMFCA: Supervised NMF-Based Image Classification and Annotation.},
year = {2012},
journal = {IEEE Trans. Image Process.},
author = {{Liping Jing} and {Chao Zhang} and {Michael K. Ng 001}}
}
@article{journals/tip/LawLNY12,
title = {A Semisupervised Segmentation Model for Collections of Images.},
year = {2012},
journal = {IEEE Trans. Image Process.},
author = {{Yan Nei Law} and {Hwee Kuan Lee} and {Michael K. Ng 001} and {Andy M. Yip}}
}
@article{journals/tip/WangN12,
title = {A Variational Method for Multiple-Image Blending.},
year = {2012},
journal = {IEEE Trans. Image Process.},
author = {{Wei Wang 132} and {Michael K. Ng 001}}
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@inproceedings{conf/emmcvpr/QiaoWN13,
title = {A Variational Method for Expanding the Bit-Depth of Low Contrast Image.},
year = {2013},
booktitle = {EMMCVPR},
author = {{Motong Qiao} and {Wei Wang 132} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition - 9th International Conference, EMMCVPR 2013, Lund, Sweden, August 19-21, 2013. Proceedings}
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year = {2013},
booktitle = {EMMCVPR},
author = {{Chenyang Shen} and {Liping Jing} and {Michael K. Ng 001}},
publisher = {Springer},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition - 9th International Conference, EMMCVPR 2013, Lund, Sweden, August 19-21, 2013. Proceedings}
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title = {A fast minimization method for blur and multiplicative noise removal.},
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title = {Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis.},
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title = {Markov-Miml: A Markov chain-based multi-instance multi-label learning algorithm.},
year = {2013},
journal = {Knowl. Inf. Syst.},
author = {{Qingyao Wu} and {Michael K. Ng 001} and {Yunming Ye}}
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title = {The perturbation bound for the Perron vector of a transition probability tensor.},
year = {2013},
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author = {{Wen Li 006} and {Lu-Bin Cui} and {Michael K. Ng 001}}
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title = {The spectral theory of tensors and its applications.},
year = {2013},
journal = {Numer. Linear Algebra Appl.},
author = {{Lek-Heng Lim} and {Michael K. Ng 001} and {Liqun Qi 001}}
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title = {Sparse Canonical Correlation Analysis: New Formulation and Algorithm.},
year = {2013},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Delin Chu} and {Li-Zhi Liao} and {Michael K. Ng 001} and {Xiaowei Zhang 002}}
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title = {Stratified sampling for feature subspace selection in random forests for high dimensional data.},
year = {2013},
journal = {Pattern Recognit.},
author = {{Yunming Ye} and {Qingyao Wu} and {Joshua Zhexue Huang} and {Michael K. Ng 001} and {Xutao Li}}
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title = {A Variational Approach for Image Stitching II: Using Image Gradients.},
year = {2013},
journal = {SIAM J. Imaging Sci.},
author = {{Michael K. Ng 001} and {Wei Wang 132}}
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title = {A Variational Approach for Image Stitching I.},
year = {2013},
journal = {SIAM J. Imaging Sci.},
author = {{Wei Wang 132} and {Michael K. Ng 001}}
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title = {A Variational Histogram Equalization Method for Image Contrast Enhancement.},
year = {2013},
journal = {SIAM J. Imaging Sci.},
author = {{Wei Wang 132} and {Michael K. Ng 001}}
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title = {On 퓁1 Data Fitting and Concave Regularization for Image Recovery.},
year = {2013},
journal = {SIAM J. Sci. Comput.},
author = {{Mila Nikolova} and {Michael K. Ng 001} and {Chi-Pan Tam}}
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title = {Total Variation Structured Total Least Squares Method for Image Restoration.},
year = {2013},
journal = {SIAM J. Sci. Comput.},
author = {{Xi-Le Zhao} and {Wei Wang 132} and {Tieyong Zeng} and {Ting-Zhu Huang} and {Michael K. Ng 001}}
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title = {Deblurring and Sparse Unmixing for Hyperspectral Images.},
year = {2013},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Xi-Le Zhao} and {Fan Wang} and {Ting-Zhu Huang} and {Michael K. Ng 001} and {Robert J. Plemmons}}
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title = {Coupled Variational Image Decomposition and Restoration Model for Blurred Cartoon-Plus-Texture Images With Missing Pixels.},
year = {2013},
journal = {IEEE Trans. Image Process.},
author = {{Michael K. Ng 001} and {Xiaoming Yuan 001} and {Wenxing Zhang}}
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title = {Transductive Multilabel Learning via Label Set Propagation.},
year = {2013},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Xiangnan Kong} and {Michael K. Ng 001} and {Zhi-Hua Zhou}}
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title = {Dictionary Learning-Based Subspace Structure Identification in Spectral Clustering.},
year = {2013},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Liping Jing} and {Michael K. Ng 001} and {Tieyong Zeng}}
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title = {Mixed-Transfer: Transfer Learning over Mixed Graphs.},
year = {2014},
booktitle = {SDM},
author = {{Ben Tan} and {Erheng Zhong} and {Michael K. Ng 001} and {Qiang Yang 001}},
publisher = {SIAM},
booktitle = {Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}
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title = {The Perturbation Bound for the Spectral Radius of a Nonnegative Tensor.},
year = {2014},
journal = {Adv. Numer. Anal.},
author = {{Wen Li 006} and {Michael K. Ng 001}}
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title = {Feature weight estimation for gene selection: a local hyperlinear learning approach.},
year = {2014},
journal = {BMC Bioinform.},
author = {{Hongmin Cai} and {Peiying Ruan} and {Michael Kwok-Po Ng} and {Tatsuya Akutsu}}
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title = {Collective prediction of protein functions from protein-protein interaction networks.},
year = {2014},
journal = {BMC Bioinform.},
author = {{Qingyao Wu} and {Yunming Ye} and {Michael K. Ng 001} and {Shen-Shyang Ho} and {Ruichao Shi}}
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title = {Cotransfer Learning Using Coupled Markov Chains with Restart.},
year = {2014},
journal = {IEEE Intell. Syst.},
author = {{Qingyao Wu} and {Michael K. Ng 001} and {Yunming Ye}}
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title = {On condition numbers of the spectral projections associated with periodic eigenproblems.},
year = {2014},
journal = {J. Comput. Appl. Math.},
author = {{Xiao-Shan Chen} and {Wen Li} and {Michael K. Ng 001}}
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@article{journals/kbs/WuNYLSL14,
title = {Multi-label collective classification via Markov chain based learning method.},
year = {2014},
journal = {Knowl. Based Syst.},
author = {{Qingyao Wu} and {Michael K. Ng 001} and {Yunming Ye} and {Xutao Li} and {Ruichao Shi} and {Yan Li 040}}
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@article{journals/kbs/WuYZNH14,
title = {ForesTexter: An efficient random forest algorithm for imbalanced text categorization.},
year = {2014},
journal = {Knowl. Based Syst.},
author = {{Qingyao Wu} and {Yunming Ye} and {Haijun Zhang 002} and {Michael K. Ng 001} and {Shen-Shyang Ho}}
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@article{journals/siamis/JinLN14,
title = {A Variational Approach for Image Decolorization by Variance Maximization.},
year = {2014},
journal = {SIAM J. Imaging Sci.},
author = {{Zhengmeng Jin} and {Fang Li 004} and {Michael K. Ng 001}}
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@article{journals/siamis/ZhaoWN14,
title = {A New Convex Optimization Model for Multiplicative Noise and Blur Removal.},
year = {2014},
journal = {SIAM J. Imaging Sci.},
author = {{Xi-Le Zhao} and {Fan Wang} and {Michael K. Ng 001}}
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title = {Birkhoff-von Neumann Theorem for Multistochastic Tensors.},
year = {2014},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Lu-Bin Cui} and {Wen Li} and {Michael K. Ng 001}}
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title = {Weighted Toeplitz Regularized Least Squares Computation for Image Restoration.},
year = {2014},
journal = {SIAM J. Sci. Comput.},
author = {{Michael K. Ng 001} and {Jianyu Pan}}
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title = {Preconditioning Techniques for Diagonal-times-Toeplitz Matrices in Fractional Diffusion Equations.},
year = {2014},
journal = {SIAM J. Sci. Comput.},
author = {{Jianyu Pan} and {Rihuan Ke} and {Michael K. Ng 001} and {Hai-Wei Sun}}
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title = {Patterned Fabric Inspection and Visualization by the Method of Image Decomposition.},
year = {2014},
journal = {IEEE Trans Autom. Sci. Eng.},
author = {{Michael K. Ng 001} and {Henry Y. T. Ngan} and {Xiaoming Yuan 001} and {Wenxing Zhang}}
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title = {Sparse Label-Indicator Optimization Methods for Image Classification.},
year = {2014},
journal = {IEEE Trans. Image Process.},
author = {{Liping Jing} and {Michael K. Ng 001}}
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title = {MultiComm: Finding Community Structurein Multi-Dimensional Networks.},
year = {2014},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Xutao Li} and {Michael K. Ng 001} and {Yunming Ye}}
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title = {Reducing Artifacts in JPEG Decompression Via a Learned Dictionary.},
year = {2014},
journal = {IEEE Trans. Signal Process.},
author = {{Huibin Chang} and {Michael K. Ng 001} and {Tieyong Zeng}}
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title = {Semi-supervised low-rank mapping learning for multi-label classification.},
year = {2015},
booktitle = {CVPR},
author = {{Liping Jing} and {Liu Yang} and {Jian Yu} and {Michael K. Ng 001}},
publisher = {IEEE Computer Society},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015}
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title = {A fast direct method for block triangular Toeplitz-like with tri-diagonal block systems from time-fractional partial differential equations.},
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author = {{Rihuan Ke} and {Michael K. Ng 001} and {Hai-Wei Sun}}
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@article{journals/jei/QiaoN15,
title = {Tone mapping for high-dynamic-range images using localized gamma correction.},
year = {2015},
journal = {J. Electronic Imaging},
author = {{Motong Qiao} and {Michael K. Ng 001}}
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@article{journals/mssp/JinN15,
title = {A contrast maximization method for color-to-grayscale conversion.},
year = {2015},
journal = {Multidimens. Syst. Signal Process.},
author = {{Zhengmeng Jin} and {Michael K. Ng 001}}
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title = {Multiple networks modules identification by a multi-dimensional Markov chain method.},
year = {2015},
journal = {Netw. Model. Anal. Health Informatics Bioinform.},
author = {{Chenyang Shen} and {JunJun Pan} and {Shuqin Zhang} and {Michael K. Ng 001}}
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title = {Total variation based tensor decomposition for multi-dimensional data with time dimension.},
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journal = {Numer. Linear Algebra Appl.},
author = {{Chuan Chen} and {Xutao Li} and {Michael K. Ng 001} and {Xiaoming Yuan 001}}
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@article{journals/nla/LiNY15,
title = {Median filtering-based methods for static background extraction from surveillance video.},
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journal = {Numer. Linear Algebra Appl.},
author = {{Xinxin Li} and {Michael K. Ng 001} and {Xiaoming Yuan 001}}
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title = {Dedication to Robert J. Plemmons.},
year = {2015},
journal = {Numer. Linear Algebra Appl.},
author = {{James G. Nagy} and {Michael K. Ng 001}}
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@article{journals/nm/LiN15,
title = {Some bounds for the spectral radius of nonnegative tensors.},
year = {2015},
journal = {Numerische Mathematik},
author = {{Wen Li 006} and {Michael K. Ng 001}}
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title = {Subspace clustering using affinity propagation.},
year = {2015},
journal = {Pattern Recognit.},
author = {{Guojun Gan} and {Michael Kwok-Po Ng}}
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title = {Subspace clustering with automatic feature grouping.},
year = {2015},
journal = {Pattern Recognit.},
author = {{Guojun Gan} and {Michael Kwok-Po Ng}}
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title = {Functional Module Analysis for Gene Coexpression Networks with Network Integration.},
year = {2015},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
author = {{Shuqin Zhang} and {Hongyu Zhao} and {Michael K. Ng 001}}
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title = {Alternating Direction Method of Multipliers for Nonlinear Image Restoration Problems.},
year = {2015},
journal = {IEEE Trans. Image Process.},
author = {{Chuan Chen} and {Michael K. Ng 001} and {Xi-Le Zhao}}
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title = {On the Convergence of Nonconvex Minimization Methods for Image Recovery.},
year = {2015},
journal = {IEEE Trans. Image Process.},
author = {{Jin Xiao} and {Michael Kwok-Po Ng} and {Yu-Fei Yang}}
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title = {Robust and Non-Negative Collective Matrix Factorization for Text-to-Image Transfer Learning.},
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journal = {IEEE Trans. Image Process.},
author = {{Liu Yang} and {Liping Jing} and {Michael K. Ng 001}}
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title = {Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons.},
year = {2015},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Delin Chu} and {Li-Zhi Liao} and {Michael Kwok-Po Ng} and {Xiaoyan Wang}}
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title = {Gene-microRNA network module analysis for ovarian cancer.},
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author = {{Shuqin Zhang} and {Michael K. Ng 001}}
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title = {A fast Markov chain based algorithm for MIML learning.},
year = {2016},
journal = {Neurocomputing},
author = {{Michael K. Ng 001} and {Qingyao Wu} and {Chenyang Shen}}
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title = {A discriminative and sparse topic model for image classification and annotation.},
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author = {{Liu Yang} and {Liping Jing} and {Michael K. Ng 001} and {Jian Yu}}
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title = {A fast accurate approximation method with multigrid solver for two-dimensional fractional sub-diffusion equation.},
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title = {Disintermediator or another intermediary? E-simulation platform for professional legal education at University of Hong Kong.},
year = {2016},
journal = {Eur. J. Law Technol.},
author = {{Wilson Chow} and {Michael Ng 001}}
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title = {An image pixel based variational model for histogram equalization.},
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journal = {J. Vis. Commun. Image Represent.},
author = {{Wei Wang 132} and {Chuan Chen} and {Michael K. Ng 001}}
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title = {A spatially variant total variational model for chromatic aberration correction.},
year = {2016},
journal = {J. Vis. Commun. Image Represent.},
author = {{Ling Pi} and {Wei Wang 132} and {Michael K. Ng 001}}
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@article{journals/mssp/0132ZN16,
title = {A cartoon-plus-texture image decomposition model for blind deconvolution.},
year = {2016},
journal = {Multidimens. Syst. Signal Process.},
author = {{Wei Wang 132} and {Xile Zhao} and {Michael K. Ng 001}}
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@article{journals/siamsc/ChangLNZ16,
title = {Phase Retrieval from Incomplete Magnitude Information via Total Variation Regularization.},
year = {2016},
journal = {SIAM J. Sci. Comput.},
author = {{Huibin Chang} and {Yifei Lou} and {Michael K. Ng 001} and {Tieyong Zeng}}
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title = {Fast Iterative Solvers for Linear Systems Arising from Time-Dependent Space-Fractional Diffusion Equations.},
year = {2016},
journal = {SIAM J. Sci. Comput.},
author = {{Jianyu Pan} and {Michael K. Ng 001} and {Hong Wang 018}}
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@article{journals/siamsc/ZhangCCLNT16,
title = {Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data.},
year = {2016},
journal = {SIAM J. Sci. Comput.},
author = {{Xiaowei Zhang 002} and {Li Cheng 001} and {Delin Chu} and {Li-Zhi Liao} and {Michael K. Ng 001} and {Roger C. E. Tan}}
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title = {Convex regularized inverse filtering methods for blind image deconvolution.},
year = {2016},
journal = {Signal Image Video Process.},
author = {{Wei Wang 132} and {Michael K. Ng 001}}
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title = {MultiVCRank With Applications to Image Retrieval.},
year = {2016},
journal = {IEEE Trans. Image Process.},
author = {{Xutao Li} and {Yunming Ye} and {Michael K. Ng 001}}
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title = {Multiplicative Noise and Blur Removal by Framelet Decomposition and l1-Based L-Curve Method.},
year = {2016},
journal = {IEEE Trans. Image Process.},
author = {{Fan Wang} and {Xi-Le Zhao} and {Michael K. Ng 001}}
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title = {ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label Classification.},
year = {2016},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Qingyao Wu} and {Mingkui Tan} and {Hengjie Song} and {Jian Chen 011} and {Michael K. Ng 001}}
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title = {Learning Transferred Weights From Co-Occurrence Data for Heterogeneous Transfer Learning.},
year = {2016},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Liu Yang} and {Liping Jing} and {Jian Yu} and {Michael K. Ng 001}}
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title = {Tensor Based Relations Ranking for Multi-relational Collective Classification.},
year = {2017},
booktitle = {ICDM},
author = {{Chao Han} and {Qingyao Wu} and {Michael K. Ng 001} and {Jiezhang Cao} and {Mingkui Tan} and {Jian Chen 011}},
publisher = {IEEE Computer Society},
booktitle = {2017 IEEE International Conference on Data Mining, ICDM 2017, New Orleans, LA, USA, November 18-21, 2017}
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title = {Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening.},
year = {2017},
booktitle = {IGARSS},
author = {{Yancong Wei} and {Qiangqiang Yuan} and {Xiangchao Meng} and {Huanfeng Shen} and {Liangpei Zhang 001} and {Michael Kwok-Po Ng}},
publisher = {IEEE},
booktitle = {2017 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, TX, USA, July 23-28, 2017}
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@inproceedings{conf/igarss/YuanNSZL17,
title = {Miss data reconstruction in remote sensing images with a double weighted tensor low rank model.},
year = {2017},
booktitle = {IGARSS},
author = {{Qiangqiang Yuan} and {Michael K. Ng 001} and {Huanfeng Shen} and {Liangpei Zhang 001} and {Jie Li 022}},
publisher = {IEEE},
booktitle = {2017 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, TX, USA, July 23-28, 2017}
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title = {Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation.},
year = {2017},
booktitle = {IJCAI},
author = {{Yuguang Yan} and {Wen Li 001} and {Michael K. P. Ng 001} and {Mingkui Tan} and {Hanrui Wu} and {Huaqing Min} and {Qingyao Wu}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017}
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title = {Drug-target interaction prediction by integrating multiview network data.},
year = {2017},
journal = {Comput. Biol. Chem.},
author = {{Xin Zhang 054} and {Limin Li} and {Michael K. Ng 001} and {Shuqin Zhang}}
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title = {A divide-and-conquer fast finite difference method for space-time fractional partial differential equation.},
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author = {{Hongfei Fu 002} and {Michael K. Ng 001} and {Hong Wang 018}}
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title = {Exact Tensor Completion from Sparsely Corrupted Observations via Convex Optimization.},
year = {2017},
journal = {CoRR},
author = {{Jonathan Q. Jiang} and {Michael K. Ng 001}}
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title = {Parallel Active Subspace Decomposition for Scalable and Efficient Tensor Robust Principal Component Analysis.},
year = {2017},
journal = {CoRR},
author = {{Jonathan Q. Jiang} and {Michael K. Ng 001}}
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title = {A multigrid method for linear systems arising from time-dependent two-dimensional space-fractional diffusion equations.},
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author = {{Xue-lei Lin} and {Michael K. Ng 001} and {Hai-Wei Sun}}
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@article{journals/jvcir/LiNYWX17,
title = {Block linear discriminant analysis for visual tensor objects with frequency or time information.},
year = {2017},
journal = {J. Vis. Commun. Image Represent.},
author = {{Xutao Li} and {Michael K. Ng 001} and {Yunming Ye} and {Eric Ke Wang} and {Xiaofei Xu}}
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title = {Fast preconditioned iterative methods for finite volume discretization of steady-state space-fractional diffusion equations.},
year = {2017},
journal = {Numer. Algorithms},
author = {{Jianyu Pan} and {Michael K. P. Ng 001} and {Hong Wang 018}}
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title = {Block spectral clustering for multiple graphs with inter-relation.},
year = {2017},
journal = {Netw. Model. Anal. Health Informatics Bioinform.},
author = {{Chuan Chen} and {Michael K. Ng 001} and {Shuqin Zhang}}
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title = {Block spectral clustering methods for multiple graphs.},
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journal = {Numer. Linear Algebra Appl.},
author = {{Chuan Chen} and {Michael K. Ng 001} and {Shuqin Zhang}}
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title = {The uniqueness of multilinear PageRank vectors.},
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author = {{Wen Li 006} and {Dongdong Liu} and {Michael K. Ng 001} and {Seak-Weng Vong}}
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title = {A variational approach for restoring images corrupted by noisy blur kernels and additive noise.},
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author = {{Michael K. Ng 001} and {Wei Wang 132} and {Xile Zhao}}
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title = {k-means clustering with outlier removal.},
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journal = {Pattern Recognit. Lett.},
author = {{Guojun Gan} and {Michael Kwok-Po Ng}}
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title = {Lattice-Based Patterned Fabric Inspection by Using Total Variation with Sparsity and Low-Rank Representations.},
year = {2017},
journal = {SIAM J. Imaging Sci.},
author = {{Michael K. Ng 001} and {Henry Y. T. Ngan} and {Xiaoming Yuan} and {Wenxing Zhang}}
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title = {Nonconvex-TV Based Image Restoration with Impulse Noise Removal.},
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author = {{Xiongjun Zhang} and {Minru Bai} and {Michael K. Ng 001}}
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title = {A Splitting Preconditioner for Toeplitz-Like Linear Systems Arising from Fractional Diffusion Equations.},
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journal = {SIAM J. Matrix Anal. Appl.},
author = {{Xue-lei Lin} and {Michael K. Ng 001} and {Hai-Wei Sun}}
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title = {Robust Data Assimilation Using L1 and Huber Norms.},
year = {2017},
journal = {SIAM J. Sci. Comput.},
author = {{Vishwas Rao} and {Adrian Sandu} and {Michael Ng 001} and {Elias David Niño Ruiz}}
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title = {An Adaptive Weighted Tensor Completion Method for the Recovery of Remote Sensing Images With Missing Data.},
year = {2017},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Michael Kwok-Po Ng} and {Qiangqiang Yuan} and {Li Yan 003} and {Jing Sun}}
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title = {Block principal component analysis for tensor objects with frequency or time information.},
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title = {Discriminative tracking via supervised tensor learning.},
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title = {Orthogonal Nonnegative Matrix Factorization by Sparsity and Nuclear Norm Optimization.},
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publisher = {AAAI Press},
booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.}
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title = {Structured Dictionary Learning for Image Denoising Under Mixed Gaussian and Impulse Noise.},
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title = {Domain-attention Conditional Wasserstein Distance for Multi-source Domain Adaptation.},
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title = {New RIP Bounds for Recovery of Sparse Signals With Partial Support Information via Weighted \$\{\\ell_\{p\}\}\$ -Minimization.},
year = {2020},
journal = {IEEE Trans. Inf. Theory},
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title = {Robust Unsupervised Cross-modal Hashing for Multimedia Retrieval.},
year = {2020},
journal = {ACM Trans. Inf. Syst.},
author = {{Miaomiao Cheng} and {Liping Jing} and {Michael K. Ng 001}}
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title = {Sparsity reconstruction using nonconvex TGpV-shearlet regularization and constrained projection.},
year = {2021},
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author = {{Tingting Wu 001} and {Michael K. Ng 001} and {Xi-Le Zhao}}
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title = {Two-stage image segmentation based on nonconvex ℓ2-ℓp approximation and thresholding.},
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journal = {Appl. Math. Comput.},
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title = {Spectral analysis for preconditioning of multi-dimensional Riesz fractional diffusion equations.},
year = {2021},
journal = {CoRR},
author = {{Xin Huang} and {Xue-Lei Lin} and {Michael K. Ng 001} and {Hai-Wei Sun}}
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@article{journals/corr/abs-2103-10060,
title = {Approximation for Probability Distributions by Wasserstein GAN.},
year = {2021},
journal = {CoRR},
author = {{Yihang Gao} and {Michael K. Ng 001}}
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title = {Co-Separable Nonnegative Matrix Factorization.},
year = {2021},
journal = {CoRR},
author = {{Junjun Pan} and {Michael K. Ng 001}}
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title = {Multiple graph semi-supervised clustering with automatic calculation of graph associations.},
year = {2021},
journal = {Neurocomputing},
author = {{Ye Liu} and {Michael K. Ng 001} and {Hong Zhu 012}}
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title = {Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization.},
year = {2021},
journal = {Neurocomputing},
author = {{Duo Qiu} and {Minru Bai} and {Michael K. Ng 001} and {Xiongjun Zhang}}
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@article{journals/jcphy/LinNZ21,
title = {A parallel-in-time two-sided preconditioning for all-at-once system from a non-local evolutionary equation with weakly singular kernel.},
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journal = {J. Comput. Phys.},
author = {{Xue-lei Lin} and {Michael K. Ng 001} and {Yajing Zhi}}
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title = {Interpretable Deep Generative Recommendation Models.},
year = {2021},
journal = {J. Mach. Learn. Res.},
author = {{Huafeng Liu 001} and {Liping Jing} and {Jingxuan Wen} and {Pengyu Xu} and {Jiaqi Wang 006} and {Jian Yu} and {Michael K. Ng 001}}
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title = {Image Completion and Blind Deconvolution: Model and Algorithm.},
year = {2021},
journal = {J. Sci. Comput.},
author = {{Xue-lei Lin} and {Michael K. Ng 001}}
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title = {Robust Low Transformed Multi-Rank Tensor Methods for Image Alignment.},
year = {2021},
journal = {J. Sci. Comput.},
author = {{Duo Qiu} and {Minru Bai} and {Michael K. Ng 001} and {Xiongjun Zhang}}
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@article{journals/jscic/ZhuNS21,
title = {An Approximate Augmented Lagrangian Method for Nonnegative Low-Rank Matrix Approximation.},
year = {2021},
journal = {J. Sci. Comput.},
author = {{Hong Zhu 012} and {Michael K. Ng 001} and {Guang-Jing Song}}
}
@article{journals/kbs/WuYCHWN21,
title = {Joint Visual and Semantic Optimization for zero-shot learning.},
year = {2021},
journal = {Knowl. Based Syst.},
author = {{Hanrui Wu} and {Yuguang Yan} and {Sentao Chen} and {Xiangkang Huang} and {Qingyao Wu} and {Michael K. Ng 001}}
}
@article{journals/nm/FangLNS21,
title = {Preconditioning for symmetric positive definite systems in balanced fractional diffusion equations.},
year = {2021},
journal = {Numerische Mathematik},
author = {{Zhi-Wei Fang} and {Xue-Lei Lin} and {Michael K. Ng 001} and {Hai-Wei Sun}}
}
@article{journals/nm/ZengJN21,
title = {An approximation method of CP rank for third-order tensor completion.},
year = {2021},
journal = {Numerische Mathematik},
author = {{Chao Zeng 003} and {Tai-Xiang Jiang} and {Michael K. Ng 001}}
}
@article{journals/remotesensing/ZhuangNF21,
title = {Hyperspectral Image Mixed Noise Removal Using Subspace Representation and Deep CNN Image Prior.},
year = {2021},
journal = {Remote. Sens.},
author = {{Lina Zhuang} and {Michael K. Ng 001} and {Xiyou Fu}}
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title = {New Restricted Isometry Property Analysis for ℓ1-ℓ2 Minimization Methods.},
year = {2021},
journal = {SIAM J. Imaging Sci.},
author = {{Huanmin Ge} and {Wengu Chen} and {Michael K. Ng 001}}
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@article{journals/siamis/JinZMN21,
title = {A Variational Model for Spatially Weighting in Image Fusion.},
year = {2021},
journal = {SIAM J. Imaging Sci.},
author = {{Zhengmeng Jin} and {Junkang Zhang} and {Lihua Min} and {Michael K. Ng 001}}
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title = {Color Image Restoration by Saturation-Value Total Variation Regularization on Vector Bundles.},
year = {2021},
journal = {SIAM J. Imaging Sci.},
author = {{Wei Wang 132} and {Michael K. Ng 001}}
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title = {Structure Preserving Quaternion Generalized Minimal Residual Method.},
year = {2021},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{ZhiGang Jia} and {Michael K. Ng 001}}
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title = {Low Rank Pure Quaternion Approximation for Pure Quaternion Matrices.},
year = {2021},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Guang-Jing Song} and {Weiyang Ding} and {Michael K. Ng 001}}
}
@article{journals/siammax/ZengN21,
title = {Incremental CP Tensor Decomposition by Alternating Minimization Method.},
year = {2021},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Chao Zeng 003} and {Michael K. Ng 001}}
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@article{journals/siamsc/LinN21,
title = {An All-at-Once Preconditioner for Evolutionary Partial Differential Equations.},
year = {2021},
journal = {SIAM J. Sci. Comput.},
author = {{Xue-lei Lin} and {Michael Ng 001}}
}
@article{journals/siamsc/PanNLZY21,
title = {Orthogonal Nonnegative Tucker Decomposition.},
year = {2021},
journal = {SIAM J. Sci. Comput.},
author = {{Junjun Pan} and {Michael K. Ng 001} and {Ye Liu} and {Xiongjun Zhang} and {Hong Yan 001}}
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@article{journals/tgrs/GuoYLNJA21,
title = {Joint Inversion of Audio-Magnetotelluric and Seismic Travel Time Data With Deep Learning Constraint.},
year = {2021},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Rui Guo} and {He Ming Yao} and {Maokun Li} and {Michael Kwok-Po Ng} and {Lijun Jiang} and {Aria Abubakar}}
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@article{journals/tgrs/ZhuangFNB21,
title = {Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations.},
year = {2021},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Lina Zhuang} and {Xiyou Fu} and {Michael K. Ng 001} and {José M. Bioucas-Dias}}
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title = {Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform.},
year = {2021},
journal = {IEEE Trans. Image Process.},
author = {{Jian-Li Wang} and {Ting-Zhu Huang} and {Xi-Le Zhao} and {Tai-Xiang Jiang} and {Michael K. Ng 001}}
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@article{journals/tip/WuZYWZN21,
title = {Heterogeneous Domain Adaptation by Information Capturing and Distribution Matching.},
year = {2021},
journal = {IEEE Trans. Image Process.},
author = {{Hanrui Wu} and {Hong Zhu 012} and {Yuguang Yan} and {Jiaju Wu 001} and {Yifan Zhang 004} and {Michael K. Ng 001}}
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title = {On Recovery of Sparse Signals With Prior Support Information via Weighted ℓₚ-Minimization.},
year = {2021},
journal = {IEEE Trans. Inf. Theory},
author = {{Huanmin Ge} and {Wengu Chen} and {Michael K. Ng 001}}
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title = {Social Recommendation With Learning Personal and Social Latent Factors.},
year = {2021},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Huafeng Liu 001} and {Liping Jing} and {Jian Yu} and {Michael K. Ng 001}}
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title = {Learning Intrinsic and Extrinsic Intentions for Cold-start Recommendation with Neural Stochastic Processes.},
year = {2022},
booktitle = {ACM Multimedia},
author = {{Huafeng Liu 001} and {Liping Jing} and {Dahai Yu} and {Mingjie Zhou} and {Michael Ng 001}},
publisher = {ACM},
booktitle = {MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022}
}
@inproceedings{conf/nips/GaoY022,
title = {Approximate Secular Equations for the Cubic Regularization Subproblem.},
year = {2022},
booktitle = {NeurIPS},
author = {{Yihang Gao} and {Man-Chung Yue} and {Michael Ng 001}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@inproceedings{conf/ssci/GaoCN22,
title = {SVD-PINNs: Transfer Learning of Physics-Informed Neural Networks via Singular Value Decomposition.},
year = {2022},
booktitle = {SSCI},
author = {{Yihang Gao} and {Ka Chun Cheung} and {Michael K. Ng 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022}
}
@article{journals/amc/WenZN22,
title = {Cartoon and texture decomposition for color image in opponent color space.},
year = {2022},
journal = {Appl. Math. Comput.},
author = {{You-Wei Wen} and {Mingchao Zhao} and {Michael Ng 001}}
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@article{journals/corr/abs-2202-13157,
title = {High Dimensional Statistical Estimation under One-bit Quantization.},
year = {2022},
journal = {CoRR},
author = {{Junren Chen} and {Cheng-Long Wang} and {Michael K. Ng 001} and {Di Wang 015}}
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title = {Deep neural networks for solving extremely large linear systems.},
year = {2022},
journal = {CoRR},
author = {{Yiqi Gu} and {Michael K. Ng 001}}
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title = {HessianFR: An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization.},
year = {2022},
journal = {CoRR},
author = {{Yihang Gao} and {Huafeng Liu 001} and {Michael K. Ng 001} and {Mingjie Zhou}}
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title = {Error Bound of Empirical 𝓁2 Risk Minimization for Noisy Standard and Generalized Phase Retrieval Problems.},
year = {2022},
journal = {CoRR},
author = {{Junren Chen} and {Michael K. Ng 001}}
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title = {Sparse Nonnegative Tucker Decomposition and Completion under Noisy Observations.},
year = {2022},
journal = {CoRR},
author = {{Xiongjun Zhang} and {Michael K. Ng 001}}
}
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title = {Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer.},
year = {2022},
journal = {CoRR},
author = {{William T. Ng} and {K. Siu} and {Albert C. Cheung} and {Michael Kwok-Po Ng}}
}
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title = {A Momentum Accelerated Adaptive Cubic Regularization Method for Nonconvex Optimization.},
year = {2022},
journal = {CoRR},
author = {{Yihang Gao} and {Michael Kwok-Po Ng}}
}
@article{journals/corr/abs-2211-02802,
title = {Stochastic Variance Reduced Gradient for affine rank minimization problem.},
year = {2022},
journal = {CoRR},
author = {{Ningning Han} and {Juan Nie} and {Jian Lu 002} and {Michael K. Ng 001}}
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title = {Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery.},
year = {2022},
journal = {CoRR},
author = {{Yi-Si Luo} and {Xile Zhao} and {Zhemin Li} and {Michael K. Ng 001} and {Deyu Meng}}
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title = {Wasserstein generative adversarial uncertainty quantification in physics-informed neural networks.},
year = {2022},
journal = {J. Comput. Phys.},
author = {{Yihang Gao} and {Michael K. Ng 001}}
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title = {Correction to: An Approximate Augmented Lagrangian Method for Nonnegative Low-Rank Matrix Approximation.},
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journal = {J. Sci. Comput.},
author = {{Hong Zhu 012} and {Michael K. Ng 001} and {Guang-Jing Song}}
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@article{journals/kbs/LiuN22,
title = {Deep neural network compression by Tucker decomposition with nonlinear response.},
year = {2022},
journal = {Knowl. Based Syst.},
author = {{Ye Liu} and {Michael K. Ng 001}}
}
@article{journals/lgrs/ZhangAWZNG22,
title = {Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation.},
year = {2022},
journal = {IEEE Geosci. Remote. Sens. Lett.},
author = {{Bing Zhang 001} and {Yashinov Aziz} and {Zhicheng Wang} and {Lina Zhuang} and {Michael K. Ng 001} and {Lianru Gao}}
}
@article{journals/netmahib/LiuN22,
title = {A new clustering algorithm for genes with multiple cancer diseases by self-consistent field iteration method.},
year = {2022},
journal = {Netw. Model. Anal. Health Informatics Bioinform.},
author = {{Ye Liu} and {Michael K. Ng 001}}
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title = {Robust tensor train component analysis.},
year = {2022},
journal = {Numer. Linear Algebra Appl.},
author = {{Xiongjun Zhang} and {Michael K. Ng 001}}
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@article{journals/pami/LiuZLHYN22,
title = {A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing.},
year = {2022},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Wei Liu 044} and {Pingping Zhang} and {Yinjie Lei} and {Xiaolin Huang} and {Jie Yang 002} and {Michael Ng 001}}
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@article{journals/pami/ZhangN22,
title = {Low Rank Tensor Completion With Poisson Observations.},
year = {2022},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Xiongjun Zhang} and {Michael K. Ng 001}}
}
@article{journals/sensors/YaoZJEN22,
title = {Snow Parameters Inversion from Passive Microwave Remote Sensing Measurements by Deep Convolutional Neural Networks.},
year = {2022},
journal = {Sensors},
author = {{He Ming Yao} and {Yanming Zhang} and {Lijun Jiang} and {Hong Tat Ewe} and {Michael Ng 001}}
}
@article{journals/siamis/GuoGJNW22,
title = {Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising.},
year = {2022},
journal = {SIAM J. Imaging Sci.},
author = {{Jing Guo} and {Yu Guo} and {Qiyu Jin} and {Michael Kwok-Po Ng} and {Shuping Wang}}
}
@article{journals/siamis/HuoCGN22,
title = {Stable Image Reconstruction Using Transformed Total Variation Minimization.},
year = {2022},
journal = {SIAM J. Imaging Sci.},
author = {{Limei Huo} and {Wengu Chen} and {Huanmin Ge} and {Michael K. Ng 001}}
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title = {Geometric Inexact Newton Method for Generalized Singular Values of Grassmann Matrix Pair.},
year = {2022},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Weiwei Xu} and {Michael K. Ng 001} and {Zheng-Jian Bai}}
}
@article{journals/siamsc/GuN22,
title = {Deep Ritz Method for the Spectral Fractional Laplacian Equation Using the Caffarelli-Silvestre Extension.},
year = {2022},
journal = {SIAM J. Sci. Comput.},
author = {{Yiqi Gu} and {Michael K. Ng 001}}
}
@article{journals/siamsc/GuN22a,
title = {Deep Adaptive Basis Galerkin Method for High-Dimensional Evolution Equations With Oscillatory Solutions.},
year = {2022},
journal = {SIAM J. Sci. Comput.},
author = {{Yiqi Gu} and {Michael K. Ng 001}}
}
@article{journals/tcyb/ZhangZJNH22,
title = {Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Hao Zhang} and {Xi-Le Zhao} and {Tai-Xiang Jiang} and {Michael K. Ng 001} and {Ting-Zhu Huang}}
}
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title = {Experimental Study on Generative Adversarial Network for Precipitation Nowcasting.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Chuyao Luo} and {Xutao Li} and {Yunming Ye} and {Shanshan Feng} and {Michael K. Ng 001}}
}
@article{journals/tgrs/WangNZGZ22,
title = {Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Zhicheng Wang} and {Michael K. Ng 001} and {Lina Zhuang} and {Lianru Gao} and {Bing Zhang 001}}
}
@article{journals/tgrs/ZhuangNFB22,
title = {Hy-Demosaicing: Hyperspectral Blind Reconstruction From Spectral Subsampling.},
year = {2022},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Lina Zhuang} and {Michael K. Ng 001} and {Xiyou Fu} and {José M. Bioucas-Dias}}
}
@article{journals/tip/JiaJNZ22,
title = {Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting.},
year = {2022},
journal = {IEEE Trans. Image Process.},
author = {{Zhigang Jia} and {Qiyu Jin} and {Michael K. Ng 001} and {Xi-Le Zhao}}
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@article{journals/tip/LuoZJCNL22,
title = {Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.},
year = {2022},
journal = {IEEE Trans. Image Process.},
author = {{Yi-Si Luo} and {Xi-Le Zhao} and {Tai-Xiang Jiang} and {Yi Chang 002} and {Michael K. Ng 001} and {Chao Li 013}}
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title = {Tensor Completion via Complementary Global, Local, and Nonlocal Priors.},
year = {2022},
journal = {IEEE Trans. Image Process.},
author = {{Xi-Le Zhao} and {Jinghua Yang} and {Tian-Hui Ma} and {Tai-Xiang Jiang} and {Michael K. Ng 001} and {Ting-Zhu Huang}}
}
@article{journals/tit/ZhangN22,
title = {Sparse Nonnegative Tensor Factorization and Completion With Noisy Observations.},
year = {2022},
journal = {IEEE Trans. Inf. Theory},
author = {{Xiongjun Zhang} and {Michael K. Ng 001}}
}
@article{journals/tkdd/LiuJWXYN22,
title = {Bayesian Additive Matrix Approximation for Social Recommendation.},
year = {2022},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Huafeng Liu 001} and {Liping Jing} and {Jingxuan Wen} and {Pengyu Xu} and {Jian Yu} and {Michael K. Ng 001}}
}
@article{journals/tkdd/WuN22,
title = {Multiple Graphs and Low-Rank Embedding for Multi-Source Heterogeneous Domain Adaptation.},
year = {2022},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Hanrui Wu} and {Michael K. Ng 001}}
}
@article{journals/tkdd/WuN22a,
title = {Hypergraph Convolution on Nodes-Hyperedges Network for Semi-Supervised Node Classification.},
year = {2022},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Hanrui Wu} and {Michael K. Ng 001}}
}
@article{journals/tkde/HanCTNW22,
title = {A Tensor-Based Markov Chain Model for Heterogeneous Information Network Collective Classification.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Chao Han} and {Jian Chen 011} and {Mingkui Tan} and {Michael K. Ng 001} and {Qingyao Wu}}
}
@article{journals/tkde/WuYLYNW22,
title = {Iterative Refinement for Multi-Source Visual Domain Adaptation.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Hanrui Wu} and {Yuguang Yan} and {Guosheng Lin} and {Min Yang 007} and {Michael K. Ng 001} and {Qingyao Wu}}
}
@article{journals/tkde/YanWYBLLWN22,
title = {Transferable Feature Selection for Unsupervised Domain Adaptation.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Yuguang Yan} and {Hanrui Wu} and {Yuzhong Ye} and {Chaoyang Bi} and {Min Lu} and {Dapeng Liu} and {Qingyao Wu} and {Michael K. Ng 001}}
}
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title = {Quaternion-Based Dictionary Learning and Saturation-Value Total Variation Regularization for Color Image Restoration.},
year = {2022},
journal = {IEEE Trans. Multim.},
author = {{Chaoyan Huang} and {Michael K. Ng 001} and {Tingting Wu 001} and {Tieyong Zeng}}
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title = {Tensorizing GAN With High-Order Pooling for Alzheimer's Disease Assessment.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Wen Yu} and {Baiying Lei} and {Michael K. Ng 001} and {Albert C. Cheung} and {Yanyan Shen} and {Shuqiang Wang}}
}
@article{journals/tois/WuWN22,
title = {Knowledge Preserving and Distribution Alignment for Heterogeneous Domain Adaptation.},
year = {2022},
journal = {ACM Trans. Inf. Syst.},
author = {{Hanrui Wu} and {Qingyao Wu} and {Michael K. Ng 001}}
}
@article{journals/siamis/ChenN22,
title = {Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss.},
year = {2022},
month = {September},
journal = {SIAM J. Imaging Sci.},
author = {{Junren Chen} and {Michael K. Ng 001}}
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@article{journals/siamis/WangYN22,
title = {A Spatial Color Compensation Model Using Saturation-Value Total Variation.},
year = {2022},
month = {September},
journal = {SIAM J. Imaging Sci.},
author = {{Wei Wang 132} and {Yuming Yang} and {Michael K. Ng 001}}
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@inproceedings{conf/cdc/ZhuLC0L0A23,
title = {Undetectable Attacks on Boolean Networks.},
year = {2023},
booktitle = {CDC},
author = {{Shiyong Zhu} and {Jianquan Lu} and {Jinde Cao} and {Lin Lin 012} and {James Lam} and {Michael Ng 001} and {Shun-Uchi Azuma}},
publisher = {IEEE},
booktitle = {62nd IEEE Conference on Decision and Control, CDC 2023, Singapore, December 13-15, 2023}
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@inproceedings{conf/icde/HanCT0W23,
title = {A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective Classification : Extended abstract.},
year = {2023},
booktitle = {ICDE},
author = {{Chao Han} and {Jian Chen 011} and {Mingkui Tan} and {Michael K. Ng 001} and {Qingyao Wu}},
publisher = {IEEE},
booktitle = {39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023}
}
@inproceedings{conf/icde/WuYL00W23,
title = {Iterative Refinement for Multi-Source Visual Domain Adaptation (Extended abstract).},
year = {2023},
booktitle = {ICDE},
author = {{Hanrui Wu} and {Yuguang Yan} and {Guosheng Lin} and {Min Yang 007} and {Michael K. Ng 001} and {Qingyao Wu}},
publisher = {IEEE},
booktitle = {39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023}
}
@inproceedings{conf/icde/YanWYBLLWN23,
title = {Transferable Feature Selection for Unsupervised Domain Adaptation : Extended Abstract.},
year = {2023},
booktitle = {ICDE},
author = {{Yuguang Yan} and {Hanrui Wu} and {Yuzhong Ye} and {Chaoyang Bi} and {Min Lu} and {Dapeng Liu} and {Qingyao Wu} and {Michael Kwok-Po Ng}},
publisher = {IEEE},
booktitle = {39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023}
}
@inproceedings{conf/icml/GaoG023,
title = {Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks.},
year = {2023},
booktitle = {ICML},
author = {{Yihang Gao} and {Yiqi Gu} and {Michael Ng 001}},
publisher = {PMLR},
booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA.}
}
@inproceedings{conf/icmlc/LinLSNL23,
title = {On Reinforcement Learning in Stabilizability of Probabilistic Boolean Control Networks.},
year = {2023},
booktitle = {ICMLC},
author = {{Lin Lin 012} and {James Lam} and {Peng Shi 001} and {Michael K. Ng 001} and {Hak-Keung Lam}},
publisher = {IEEE},
booktitle = {International Conference on Machine Learning and Cybernetics, ICMLC 2023, Adelaide, Australia, July 9-11, 2023}
}
@inproceedings{conf/mm/0001ZJ023,
title = {Doubly Intention Learning for Cold-start Recommendation with Uncertainty-aware Stochastic Meta Process.},
year = {2023},
booktitle = {ACM Multimedia},
author = {{Huafeng Liu 001} and {Mingjie Zhou} and {Liping Jing} and {Michael K. Ng 001}},
publisher = {ACM},
booktitle = {Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023}
}
@inproceedings{conf/nips/ChenS0L23,
title = {A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing.},
year = {2023},
booktitle = {NeurIPS},
author = {{Junren Chen} and {Jonathan Scarlett} and {Michael Ng 001} and {Zhaoqiang Liu}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.}
}
@article{journals/af/YipNSCN23,
title = {Graph embedded dynamic mode decomposition for stock price prediction.},
year = {2023},
journal = {Algorithmic Finance},
author = {{Andy M. Yip} and {William T. Ng} and {Ka-Wai Siu} and {Albert C. Cheung} and {Michael K. Ng 001}}
}
@article{journals/corr/abs-2302-04086,
title = {Block Diagonalization of Quaternion Circulant Matrices with Applications to Quaternion Tensor Singular Value Decomposition.},
year = {2023},
journal = {CoRR},
author = {{Junjun Pan} and {Michael Kwok-Po Ng}}
}
@article{journals/corr/abs-2308-16059,
title = {A Parameter-Free Two-Bit Covariance Estimator with Improved Operator Norm Error Rate.},
year = {2023},
journal = {CoRR},
author = {{Junren Chen} and {Michael K. Ng 001}}
}
@article{journals/corr/abs-2309-09032,
title = {Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors.},
year = {2023},
journal = {CoRR},
author = {{Junren Chen} and {Shuai Huang} and {Michael K. Ng 001} and {Zhaoqiang Liu}}
}
@article{journals/jcam/SongWN23,
title = {Riemannian conjugate gradient descent method for fixed multi rank third-order tensor completion.},
year = {2023},
journal = {J. Comput. Appl. Math.},
author = {{Guang-Jing Song} and {Xue-Zhong Wang} and {Michael K. Ng 001}}
}
@article{journals/jcphy/Gu023,
title = {Quadrature rule based discovery of dynamics by data-driven denoising.},
year = {2023},
journal = {J. Comput. Phys.},
author = {{Yiqi Gu} and {Michael K. Ng 001}}
}
@article{journals/jscic/XuN23,
title = {A New Matrix Maximization Model for Computing Ratios of Generalized Singular Values from High-Order GSVD.},
year = {2023},
journal = {J. Sci. Comput.},
author = {{Wei-Wei Xu} and {Michael K. Ng 001}}
}
@article{journals/nm/JiangNPS23,
title = {Nonnegative low rank tensor approximations with multidimensional image applications.},
year = {2023},
journal = {Numerische Mathematik},
author = {{Tai-Xiang Jiang} and {Michael K. P. Ng 001} and {Junjun Pan} and {Guang-Jing Song}}
}
@article{journals/tgrs/WangNMZ23,
title = {A Self-Supervised Deep Denoiser for Hyperspectral and Multispectral Image Fusion.},
year = {2023},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Zhicheng Wang} and {Michael K. Ng 001} and {Joseph Michalski} and {Lina Zhuang}}
}
@article{journals/tgrs/ZhuangNL23,
title = {Cross-Track Illumination Correction for Hyperspectral Pushbroom Sensor Images Using Low-Rank and Sparse Representations.},
year = {2023},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Lina Zhuang} and {Michael K. Ng 001} and {Yao Liu 012}}
}
@article{journals/tsc/WuWZYYLN23,
title = {Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders.},
year = {2023},
journal = {IEEE Trans. Serv. Comput.},
author = {{Hanrui Wu} and {Chung Wang Wong} and {Jia Zhang} and {Yuguang Yan} and {Dahai Yu} and {Jinyi Long} and {Michael K. Ng 001}}
}
@article{journals/tsp/ChenN23,
title = {Phase Retrieval of Quaternion Signal via Wirtinger Flow.},
year = {2023},
journal = {IEEE Trans. Signal Process.},
author = {{Junren Chen} and {Michael K. P. Ng 001}}
}
@article{journals/tsp/ChenWN23,
title = {Quantized Low-Rank Multivariate Regression With Random Dithering.},
year = {2023},
journal = {IEEE Trans. Signal Process.},
author = {{Junren Chen} and {Yueqi Wang} and {Michael K. Ng 001}}
}
@article{journals/na/LinHNS23,
title = {A τ-preconditioner for a non-symmetric linear system arising from multi-dimensional Riemann-Liouville fractional diffusion equation.},
year = {2023},
month = {January},
journal = {Numer. Algorithms},
author = {{Xue-lei Lin} and {Xin Huang} and {Michael K. Ng 001} and {Hai-Wei Sun}}
}
@article{journals/tnn/JiangZZN23,
title = {Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion.},
year = {2023},
month = {February},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Tai-Xiang Jiang} and {Xi-Le Zhao} and {Hao Zhang} and {Michael K. Ng 001}}
}
@article{journals/nn/LiuPN23,
title = {Tucker network: Expressive power and comparison.},
year = {2023},
month = {March},
journal = {Neural Networks},
author = {{Ye Liu} and {Junjun Pan} and {Michael K. P. Ng 001}}
}
@article{journals/pami/WuYN23,
title = {Hypergraph Collaborative Network on Vertices and Hyperedges.},
year = {2023},
month = {March},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Hanrui Wu} and {Yuguang Yan} and {Michael Kwok-Po Ng}}
}
@article{journals/nn/LiNXY23,
title = {Multi-relational graph convolutional networks: Generalization guarantees and experiments.},
year = {2023},
month = {April},
journal = {Neural Networks},
author = {{Xutao Li} and {Michael K. Ng 001} and {Guangning Xu} and {Andy M. Yip}}
}
@article{journals/tois/WuLLYN23,
title = {Adversarial Auto-encoder Domain Adaptation for Cold-start Recommendation with Positive and Negative Hypergraphs.},
year = {2023},
month = {April},
journal = {ACM Trans. Inf. Syst.},
author = {{Hanrui Wu} and {Jinyi Long} and {Nuosi Li} and {Dahai Yu} and {Michael K. Ng 001}}
}
@article{journals/siamam/ChenN23,
title = {Signal Reconstruction from Phase-Only Measurements: Uniqueness Condition, Minimal Measurement Number and Beyond.},
year = {2023},
month = {August},
journal = {SIAM J. Appl. Math.},
author = {{Junren Chen} and {Michael Ng 001}}
}
@article{journals/tit/ChenWNW23,
title = {High Dimensional Statistical Estimation Under Uniformly Dithered One-Bit Quantization.},
year = {2023},
month = {August},
journal = {IEEE Trans. Inf. Theory},
author = {{Junren Chen} and {Cheng-Long Wang} and {Michael K. P. Ng 001} and {Di Wang 015}}
}
@article{journals/tnn/YuLWLFHSN23,
title = {Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN.},
year = {2023},
month = {August},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Wen Yu} and {Baiying Lei} and {Shuqiang Wang} and {Yong Liu 018} and {Zhiguang Feng} and {Yong Hu 003} and {Yanyan Shen} and {Michael K. Ng 001}}
}
@article{journals/tnn/ZhuangN23,
title = {FastHyMix: Fast and Parameter-Free Hyperspectral Image Mixed Noise Removal.},
year = {2023},
month = {August},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Lina Zhuang} and {Michael K. Ng 001}}
}
@article{journals/siamis/LiHCFNZ23,
title = {Spherical Image Inpainting with Frame Transformation and Data-Driven Prior Deep Networks.},
year = {2023},
month = {September},
journal = {SIAM J. Imaging Sci.},
author = {{Jianfei Li} and {Chaoyan Huang} and {Raymond H. Chan} and {Han Feng} and {Michael K. Ng 001} and {Tieyong Zeng}}
}
@article{journals/siamis/LiZZJCN23,
title = {A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion.},
year = {2023},
month = {September},
journal = {SIAM J. Imaging Sci.},
author = {{Ben-Zheng Li} and {Xi-Le Zhao} and {Xiongjun Zhang} and {Teng-Yu Ji} and {Xinyu Chen} and {Michael K. P. Ng 001}}
}
@article{journals/siamis/PanN23,
title = {Separable Quaternion Matrix Factorization for Polarization Images.},
year = {2023},
month = {September},
journal = {SIAM J. Imaging Sci.},
author = {{Junjun Pan} and {Michael K. Ng 001}}
}
@article{journals/siammax/PanN23,
title = {Coseparable Nonnegative Matrix Factorization.},
year = {2023},
month = {September},
journal = {SIAM J. Matrix Anal. Appl.},
author = {{Junjun Pan} and {Michael Ng 001}}
}
@article{journals/neco/YeungCNSY23,
title = {Transfer Learning With Singular Value Decomposition of Multichannel Convolution Matrices.},
year = {2023},
month = {October},
journal = {Neural Comput.},
author = {{Tak Shing Au Yeung} and {Ka Chun Cheung} and {Michael K. Ng 001} and {Simon See} and {Andy M. Yip}}
}
@article{journals/siamsc/GuN23,
title = {Deep Neural Networks for Solving Large Linear Systems Arising from High-Dimensional Problems.},
year = {2023},
month = {October},
journal = {SIAM J. Sci. Comput.},
author = {{Yiqi Gu} and {Michael K. Ng 001}}
}
@article{journals/tit/ChenN23,
title = {Uniform Exact Reconstruction of Sparse Signals and Low-Rank Matrices From Phase-Only Measurements.},
year = {2023},
month = {October},
journal = {IEEE Trans. Inf. Theory},
author = {{Junren Chen} and {Michael K. Ng 001}}
}
@article{journals/tkde/SongNJ23,
title = {Tangent Space Based Alternating Projections for Nonnegative Low Rank Matrix Approximation.},
year = {2023},
month = {November},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Guang-Jing Song} and {Michael K. Ng 001} and {Tai-Xiang Jiang}}
}
@article{journals/siamis/HuoCGN23,
title = {\\(\\boldsymbol\{L_1-\\beta L_q\}\\) Minimization for Signal and Image Recovery.},
year = {2023},
month = {December},
journal = {SIAM J. Imaging Sci.},
author = {{Limei Huo} and {Wengu Chen} and {Huanmin Ge} and {Michael K. Ng 001}}
}
@article{journals/simods/GaoNZ23,
title = {Approximating Probability Distributions by Using Wasserstein Generative Adversarial Networks.},
year = {2023},
month = {December},
journal = {SIAM J. Math. Data Sci.},
author = {{Yihang Gao} and {Michael K. Ng 001} and {Mingjie Zhou}}
}
@inproceedings{conf/aaai/YanXYZCN24,
title = {An Optimal Transport View for Subspace Clustering and Spectral Clustering.},
year = {2024},
booktitle = {AAAI},
author = {{Yuguang Yan} and {Zhihao Xu} and {Canlin Yang} and {Jie Zhang} and {Ruichu Cai} and {Michael Kwok-Po Ng}},
publisher = {AAAI Press},
booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada}
}
@inproceedings{conf/aaai/YanYCCHN24,
title = {Exploiting Geometry for Treatment Effect Estimation via Optimal Transport.},
year = {2024},
booktitle = {AAAI},
author = {{Yuguang Yan} and {Zeqin Yang} and {Weilin Chen} and {Ruichu Cai} and {Zhifeng Hao} and {Michael Kwok-Po Ng}},
publisher = {AAAI Press},
booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada}
}
@article{journals/corr/abs-2401-08402,
title = {Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors.},
year = {2024},
journal = {CoRR},
author = {{Junren Chen} and {Zhaoqiang Liu} and {Meng Ding 002} and {Michael K. Ng 001}}
}
@article{journals/corr/abs-2402-13572,
title = {On the Expressive Power of a Variant of the Looped Transformer.},
year = {2024},
journal = {CoRR},
author = {{Yihang Gao} and {Chuanyang Zheng} and {Enze Xie} and {Han Shi} and {Tianyang Hu} and {Yu Li} and {Michael K. Ng 001} and {Zhenguo Li} and {Zhaoqiang Liu}}
}
@article{journals/tgrs/WangLNW24,
title = {Nonnegative Matrix Functional Factorization for Hyperspectral Unmixing With Nonuniform Spectral Sampling.},
year = {2024},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Ting Wang} and {Jizhou Li} and {Michael K. Ng 001} and {Chao Wang 067}}
}
@article{journals/tit/Chen0024,
title = {Quantizing Heavy-Tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery.},
year = {2024},
journal = {IEEE Trans. Inf. Theory},
author = {{Junren Chen} and {Michael K. Ng 001} and {Di Wang 015}}
}
@article{journals/tsc/WuLKCZLN24,
title = {Feature Matching Machine for Cold-Start Recommendation.},
year = {2024},
journal = {IEEE Trans. Serv. Comput.},
author = {{Hanrui Wu} and {Nuosi Li} and {Ka Ho Kwok} and {Xuheng Cai} and {Jia Zhang} and {Jinyi Long} and {Michael Kwok-Po Ng}}
}
@article{journals/pami/WuYLZN24,
title = {Simplicial Complex Neural Networks.},
year = {2024},
month = {January},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Hanrui Wu} and {Andy M. Yip} and {Jinyi Long} and {Jia Zhang} and {Michael Kwok-Po Ng}}
}
@article{journals/ijautcomp/NgWY24,
title = {Stability and Generalization of Hypergraph Collaborative Networks.},
year = {2024},
month = {February},
journal = {Mach. Intell. Res.},
author = {{Michael Ng 001} and {Hanrui Wu} and {Andy M. Yip}}
}
@article{journals/jcam/TongN24,
title = {Spectral algorithms for learning with dependent observations.},
year = {2024},
month = {February},
journal = {J. Comput. Appl. Math.},
author = {{Hongzhi Tong} and {Michael Ng 001}}
}
@article{journals/pr/WuLZCNL24,
title = {Collaborative contrastive learning for hypergraph node classification.},
year = {2024},
month = {February},
journal = {Pattern Recognit.},
author = {{Hanrui Wu} and {Nuosi Li} and {Jia Zhang} and {Sentao Chen} and {Michael K. Ng 001} and {Jinyi Long}}
}
@article{journals/jcam/NgY24,
title = {Deep learning based source reconstruction method using asymmetric encoder-decoder structure and physics-induced loss.},
year = {2024},
month = {March},
journal = {J. Comput. Appl. Math.},
author = {{Michael Ng 001} and {He Ming Yao}}
}
@article{journals/appml/LyuPNZ24,
title = {Randomized low rank approximation for nonnegative pure quaternion matrices.},
year = {2024},
month = {April},
journal = {Appl. Math. Lett.},
author = {{Chengyao Lyu} and {Junjun Pan} and {Michael K. P. Ng 001} and {Xile Zhao}}
}