| Spectral curvature clustering (SCC) G Chen, G Lerman International Journal of Computer Vision 81, 317-330, 2009 | 478 | 2009 |
| Multi-scale geometric methods for data sets II: Geometric multi-resolution analysis WK Allard, G Chen, M Maggioni Applied and computational harmonic analysis 32 (3), 435-462, 2012 | 172 | 2012 |
| Spectral clustering based on local linear approximations E Arias-Castro, G Chen, G Lerman | 119 | 2011 |
| Foundations of a multi-way spectral clustering framework for hybrid linear modeling G Chen, G Lerman Foundations of Computational Mathematics 9, 517-558, 2009 | 90 | 2009 |
| Kernel spectral curvature clustering (KSCC) G Chen, S Atev, G Lerman 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009 | 43 | 2009 |
| A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements G Chen, M Iwen, S Chin, M Maggioni 2012 Visual Communications and Image Processing, 1-6, 2012 | 36 | 2012 |
| Compressed sensing and dictionary learning G Chen, D Needell Finite Frame Theory: A Complete Introduction to Overcompleteness 73, 201, 2016 | 32 | 2016 |
| Multiscale geometric wavelets for the analysis of point clouds G Chen, M Maggioni 2010 44th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2010 | 31 | 2010 |
| Scalable spectral clustering with cosine similarity G Chen 2018 24th International conference on pattern recognition (ICPR), 314-319, 2018 | 25 | 2018 |
| Multiscale geometric and spectral analysis of plane arrangements G Chen, M Maggioni CVPR 2011, 2825-2832, 2011 | 24 | 2011 |
| Some recent advances in multiscale geometric analysis of point clouds G Chen, AV Little, M Maggioni, L Rosasco Wavelets and Multiscale Analysis: Theory and Applications, 199-225, 2011 | 24 | 2011 |
| Multi-resolution geometric analysis for data in high dimensions G Chen, AV Little, M Maggioni Excursions in Harmonic Analysis, Volume 1: The February Fourier Talks at the …, 2013 | 23 | 2013 |
| Motion segmentation by scc on the hopkins 155 database G Chen, G Lerman 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009 | 23 | 2009 |
| High-dimensional data modeling techniques for detection of chemical plumes and anomalies in hyperspectral images and movies Y Wang, G Chen, M Maggioni IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 21 | 2016 |
| Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs K Pham, G Chen Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural …, 2018 | 15 | 2018 |
| Simple, fast and accurate hyper-parameter tuning in Gaussian-kernel SVM G Chen, W Florero-Salinas, D Li 2017 International Joint Conference on Neural Networks (IJCNN), 348-355, 2017 | 14 | 2017 |
| Multiscale geometric dictionaries for point-cloud data G Chen, M Maggioni International Conference on Sampling Theory and Applications (SampTA) 4 (6), 2011 | 11 | 2011 |
| A general framework for scalable spectral clustering based on document models G Chen Pattern Recognition Letters 125, 488-493, 2019 | 10 | 2019 |
| Functional genomics via multiscale analysis: application to gene expression and ChIP-on-chip data G Lerman, J McQuown, A Blais, BD Dynlacht, G Chen, B Mishra Bioinformatics 23 (3), 314-320, 2007 | 10 | 2007 |
| Multiscale geometric methods for data sets II: Geometric wavelets W Allard, G Chen, M Maggioni Appl. Comp. Harm. Anal., accepted, 2011 | 7 | 2011 |
