Andy M. Yip

According to our database, Andy M. Yip authored at least 39 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Stability and Generalization of Hypergraph Collaborative Networks.

Michael Ng, Hanrui Wu, Andy M. Yip

Mach. Intell. Res., February, 2024

Simplicial Complex Neural Networks.

Hanrui Wu, Andy M. Yip, Jinyi Long, Jia Zhang, Michael Kwok-Po Ng

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

2023

Transfer Learning With Singular Value Decomposition of Multichannel Convolution Matrices.

Tak Shing Au Yeung, Ka Chun Cheung, Michael K. Ng, Simon See, Andy M. Yip

Neural Comput., October, 2023

Multi-relational graph convolutional networks: Generalization guarantees and experiments.

Xutao Li, Michael K. Ng, Guangning Xu, Andy M. Yip

Neural Networks, April, 2023

Graph embedded dynamic mode decomposition for stock price prediction.

Andy M. Yip, William T. Ng, Ka-Wai Siu, Albert C. Cheung, Michael K. Ng

Algorithmic Finance, 2023

2015

Numerical Methods and Applications in Total Variation Image Restoration.

Raymond H. Chan, Tony F. Chan, Andy M. Yip

Proceedings of the Handbook of Mathematical Methods in Imaging, 2015

2012

A Primal-Dual Method for Total-Variation-Based Wavelet Domain Inpainting.

You-Wei Wen, Raymond H. Chan, Andy M. Yip

IEEE Trans. Image Process., 2012

A Semisupervised Segmentation Model for Collections of Images.

Yan Nei Law, Hwee Kuan Lee, Michael K. Ng, Andy M. Yip

IEEE Trans. Image Process., 2012

A Fast Method for Segmenting Images with Additive Intensity Value.

Tze Siong Lau, Andy M. Yip

SIAM J. Imaging Sci., 2012

Automatic Image Annotation Using Word Embedding Learning.

Qi Chen, Andy M. Yip, Chew Lim Tan

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

2011

A Variational Model for Segmentation of Overlapping Objects With Additive Intensity Value.

Yan Nei Law, Hwee Kuan Lee, Chaoqiang Liu, Andy M. Yip

IEEE Trans. Image Process., 2011

2010

Numerical methods for interactive multiple-class image segmentation problems.

Michael K. Ng, Guoping Qiu, Andy M. Yip

Int. J. Imaging Syst. Technol., 2010

Subspace Descriptor for Texture and its Applications.

Yan Nei Law, Hwee Kuan Lee, Andy M. Yip

Proceedings of the 2010 International Conference on Image Processing, 2010

2009

Automated Protein Distribution Detection in High-Throughput Image-Based siRNA Library Screens.

Yan Nei Law, Stephen Ogg, John Common, David Tan, E. Birgitte Lane, Andy M. Yip, Hwee Kuan Lee

J. Signal Process. Syst., 2009

A Fast Optimization Transfer Algorithm for Image Inpainting in Wavelet Domains.

Raymond H. Chan, You-Wei Wen, Andy M. Yip

IEEE Trans. Image Process., 2009

A unified framework for document restoration using inpainting and shape-from-shading.

Li Zhang, Andy M. Yip, Michael S. Brown, Chew Lim Tan

Pattern Recognit., 2009

A primal-dual active-set algorithm for bilaterally constrained total variation deblurring and piecewise constant Mumford-Shah segmentation problems.

Dilip Krishnan, Quang Vinh Pham, Andy M. Yip

Adv. Comput. Math., 2009

Supervised Texture Segmentation Using the Subspace Mumford-Shah Model.

Yan Nei Law, Hwee Kuan Lee, Andy M. Yip

Proceedings of the 2009 International Conference on Image Processing, 2009

Segmentation of Semi-transparent Objects Using a Variant of the Mumford-Shah Model.

Yan Nei Law, Hwee Kuan Lee, Chaoqiang Liu, Andy M. Yip

Proceedings of the 2009 International Conference on Image Processing, 2009

2008

A Multiresolution Stochastic Level Set Method for Mumford-Shah Image Segmentation.

Yan Nei Law, Hwee Kuan Lee, Andy M. Yip

IEEE Trans. Image Process., 2008

2007

A Primal-Dual Active-Set Method for Non-Negativity Constrained Total Variation Deblurring Problems.

Dilip Krishnan, Ping Lin, Andy M. Yip

IEEE Trans. Image Process., 2007

Strategies for Identifying Statistically Significant Dense Regions in Microarray Data.

Andy M. Yip, Michael K. Ng, Edmond HaoCun Wu, Tony F. Chan

IEEE ACM Trans. Comput. Biol. Bioinform., 2007

Gene network interconnectedness and the generalized topological overlap measure.

Andy M. Yip, Steve Horvath

BMC Bioinform., 2007

Removing Shading Distortions in Camera-based Document Images Using Inpainting and Surface Fitting With Radial Basis Functions.

Li Zhang, Andy M. Yip, Chew Lim Tan

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

A Restoration Framework for Correcting Photometric and Geometric Distortions in Camera-based Document Images.

Li Zhang, Andy M. Yip, Chew Lim Tan

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Shape from Shading Based on Lax-Friedrichs Fast Sweeping and Regularization Techniques With Applications to Document Image Restoration.

Li Zhang, Andy M. Yip, Chew Lim Tan

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Photometric and Geometric Restoration of Document Images Using Inpainting and Shape-from-Shading.

Li Zhang, Andy M. Yip, Chew Lim Tan

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Dynamic Cluster Formation Using Level Set Methods.

Andy M. Yip, Chris H. Q. Ding, Tony F. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2006

The Generalized Topological Overlap Matrix for Detecting Modules in Gene Networks.

Andy M. Yip, Steve Horvath

Proceedings of the 2006 International Conference on Bioinformatics & Computational Biology, 2006

The Relationship Between Intramodular Connectivity and Gene Significance in Co-Expression Networks.

Steve Horvath, Jun Dong, Andy M. Yip

Proceedings of the 2006 International Conference on Bioinformatics & Computational Biology, 2006

Total Variation Image Restoration: Overview and Recent Developments.

Tony F. Chan, Selim Esedoglu, Frederick E. Park, Andy M. Yip

Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005

Simultaneous total variation image inpainting and blind deconvolution.

Tony F. Chan, Andy M. Yip, Frederick E. Park

Int. J. Imaging Syst. Technol., 2005

2004

An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams.

Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Unsupervised Dense Regions Discovery in DNA Microarray Data.

Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment.

Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Discretization of Multidimensional Web Data for Informative Dense Regions Discovery.

Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan

Proceedings of the Computational and Information Science, First International Symposium, 2004

2002

The best circulant preconditioners for Hermitian Toeplitz systems II: The multiple-zero case.

Raymond H. Chan, Michael K. Ng, Andy M. Yip

Numerische Mathematik, 2002

2001

A Fast MAP Algorithm for High-Resolution Image Reconstruction with Multisensors.

Michael K. Ng, Andy M. Yip

Multidimens. Syst. Signal Process., 2001

2000

The Best Circulant Preconditioners for Hermitian Toeplitz Systems.

Raymond H. Chan, Andy M. Yip, Michael K. Ng

SIAM J. Numer. Anal., 2000