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Andy M. Yip
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2020 – today
- 2024
- [j23]Michael Ng
, Hanrui Wu, Andy M. Yip
Stability and Generalization of Hypergraph Collaborative Networks. Mach. Intell. Res. 21(1): 184-196 (2024) - [j22]Hanrui Wu
Simplicial Complex Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 561-575 (2024) - 2023
- [j21]Andy M. Yip, William T. Ng, Ka-Wai Siu, Albert C. Cheung, Michael K. Ng:
Graph embedded dynamic mode decomposition for stock price prediction. Algorithmic Finance 10(1-2): 39-51 (2023) - [j20]Tak Shing Au Yeung, Ka Chun Cheung, Michael K. Ng, Simon See, Andy M. Yip:
Transfer Learning With Singular Value Decomposition of Multichannel Convolution Matrices. Neural Comput. 35(10): 1678-1712 (2023) - [j19]Xutao Li, Michael K. Ng, Guangning Xu
Multi-relational graph convolutional networks: Generalization guarantees and experiments. Neural Networks 161: 343-358 (2023) - [i1]Michael Kwok-Po Ng, Hanrui Wu, Andy M. Yip:
Stability and Generalization of Hypergraph Collaborative Networks. CoRR abs/2308.02347 (2023)
2010 – 2019
- 2015
- [r1]Raymond H. Chan, Tony F. Chan, Andy M. Yip:
Numerical Methods and Applications in Total Variation Image Restoration. Handbook of Mathematical Methods in Imaging 2015: 1501-1537 - 2012
- [j18]Tze Siong Lau, Andy M. Yip:
A Fast Method for Segmenting Images with Additive Intensity Value. SIAM J. Imaging Sci. 5(3): 993-1021 (2012) - [j17]You-Wei Wen
A Primal-Dual Method for Total-Variation-Based Wavelet Domain Inpainting. IEEE Trans. Image Process. 21(1): 106-114 (2012) - [j16]Yan Nei Law, Hwee Kuan Lee, Michael K. Ng
A Semisupervised Segmentation Model for Collections of Images. IEEE Trans. Image Process. 21(6): 2955-2968 (2012) - [c15]Qi Chen, Andy M. Yip, Chew Lim Tan:
Automatic Image Annotation Using Word Embedding Learning. ICTAI 2012: 269-276 - 2011
- [j15]Yan Nei Law, Hwee Kuan Lee, Chaoqiang Liu, Andy M. Yip:
A Variational Model for Segmentation of Overlapping Objects With Additive Intensity Value. IEEE Trans. Image Process. 20(6): 1495-1503 (2011) - 2010
- [j14]Michael K. Ng
Numerical methods for interactive multiple-class image segmentation problems. Int. J. Imaging Syst. Technol. 20(3): 191-201 (2010) - [c14]Yan Nei Law, Hwee Kuan Lee, Andy M. Yip:
Subspace Descriptor for Texture and its Applications. IPCV 2010: 499-504
2000 – 2009
- 2009
- [j13]Dilip Krishnan, Quang Vinh Pham, Andy M. Yip:
A primal-dual active-set algorithm for bilaterally constrained total variation deblurring and piecewise constant Mumford-Shah segmentation problems. Adv. Comput. Math. 31(1-3): 237-266 (2009) - [j12]Li Zhang, Andy M. Yip, Michael S. Brown, Chew Lim Tan:
A unified framework for document restoration using inpainting and shape-from-shading. Pattern Recognit. 42(11): 2961-2978 (2009) - [j11]Raymond H. Chan, You-Wei Wen
A Fast Optimization Transfer Algorithm for Image Inpainting in Wavelet Domains. IEEE Trans. Image Process. 18(7): 1467-1476 (2009) - [j10]Yan Nei Law, Stephen Ogg, John Common
Automated Protein Distribution Detection in High-Throughput Image-Based siRNA Library Screens. J. Signal Process. Syst. 55(1-3): 1-13 (2009) - [c13]Yan Nei Law, Hwee Kuan Lee, Andy M. Yip:
Supervised Texture Segmentation Using the Subspace Mumford-Shah Model. IPCV 2009: 554-560 - [c12]Yan Nei Law, Hwee Kuan Lee, Chaoqiang Liu, Andy M. Yip:
Segmentation of Semi-transparent Objects Using a Variant of the Mumford-Shah Model. IPCV 2009: 568-574 - 2008
- [j9]Yan Nei Law, Hwee Kuan Lee, Andy M. Yip:
A Multiresolution Stochastic Level Set Method for Mumford-Shah Image Segmentation. IEEE Trans. Image Process. 17(12): 2289-2300 (2008) - 2007
- [j8]Andy M. Yip, Steve Horvath:
Gene network interconnectedness and the generalized topological overlap measure. BMC Bioinform. 8 (2007) - [j7]Andy M. Yip, Michael K. Ng
Strategies for Identifying Statistically Significant Dense Regions in Microarray Data. IEEE ACM Trans. Comput. Biol. Bioinform. 4(3): 415-429 (2007) - [j6]Dilip Krishnan, Ping Lin, Andy M. Yip:
A Primal-Dual Active-Set Method for Non-Negativity Constrained Total Variation Deblurring Problems. IEEE Trans. Image Process. 16(11): 2766-2777 (2007) - [c11]Li Zhang, Andy M. Yip, Chew Lim Tan:
Photometric and Geometric Restoration of Document Images Using Inpainting and Shape-from-Shading. AAAI 2007: 1121-1126 - [c10]Li Zhang, Andy M. Yip, Chew Lim Tan:
Shape from Shading Based on Lax-Friedrichs Fast Sweeping and Regularization Techniques With Applications to Document Image Restoration. CVPR 2007 - [c9]Li Zhang, Andy M. Yip, Chew Lim Tan:
A Restoration Framework for Correcting Photometric and Geometric Distortions in Camera-based Document Images. ICCV 2007: 1-8 - [c8]Li Zhang, Andy M. Yip, Chew Lim Tan:
Removing Shading Distortions in Camera-based Document Images Using Inpainting and Surface Fitting With Radial Basis Functions. ICDAR 2007: 984-988 - 2006
- [j5]Andy M. Yip, Chris H. Q. Ding, Tony F. Chan
Dynamic Cluster Formation Using Level Set Methods. IEEE Trans. Pattern Anal. Mach. Intell. 28(6): 877-889 (2006) - [c7]Andy M. Yip, Steve Horvath:
The Generalized Topological Overlap Matrix for Detecting Modules in Gene Networks. BIOCOMP 2006: 451-457 - [c6]Steve Horvath, Jun Dong, Andy M. Yip:
The Relationship Between Intramodular Connectivity and Gene Significance in Co-Expression Networks. BIOCOMP 2006: 465-471 - [p1]Tony F. Chan
Total Variation Image Restoration: Overview and Recent Developments. Handbook of Mathematical Models in Computer Vision 2006: 17-31 - 2005
- [j4]Tony F. Chan
Simultaneous total variation image inpainting and blind deconvolution. Int. J. Imaging Syst. Technol. 15(1): 92-102 (2005) - [c5]Andy M. Yip, Chris H. Q. Ding, Tony F. Chan:
Dynamic Cluster Formation Using Level Set Methods. PAKDD 2005: 388-398 - 2004
- [c4]Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan:
Discretization of Multidimensional Web Data for Informative Dense Regions Discovery. CIS 2004: 718-724 - [c3]Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan:
Unsupervised Dense Regions Discovery in DNA Microarray Data. IDEAL 2004: 71-77 - [c2]Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan:
A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment. IDEAL 2004: 565-571 - [c1]Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan:
An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams. PAKDD 2004: 116-120 - 2002
- [j3]Raymond H. Chan, Michael K. Ng
The best circulant preconditioners for Hermitian Toeplitz systems II: The multiple-zero case. Numerische Mathematik 92(1): 17-40 (2002) - 2001
- [j2]Michael K. Ng, Andy M. Yip:
A Fast MAP Algorithm for High-Resolution Image Reconstruction with Multisensors. Multidimens. Syst. Signal Process. 12(2): 143-164 (2001) - 2000
- [j1]Raymond H. Chan, Andy M. Yip, Michael K. Ng
The Best Circulant Preconditioners for Hermitian Toeplitz Systems. SIAM J. Numer. Anal. 38(3): 876-896 (2000)
Coauthor Index
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