Junzhou Huang

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	All	Since 2015
Citations	9218	7093
h-index	46	41
i10-index	145	130

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Dimitris N. MetaxasDistinguished Professor of Computer Science, Rutgers UniversityVerified email at cs.rutgers.edu
Shaoting ZhangProfessor, University of Electronic Science and Technology of ChinaVerified email at uncc.edu
Yeqing LiGoogleVerified email at google.com
Xiaolei HuangAssociate Professor in College of Information Sciences and Technology at Penn State UniversityVerified email at psu.edu
Peilin ZhaoTencentVerified email at tencent.com
Jiawen YaoPAII IncVerified email at mavs.uta.edu
Zheng XuGoogle ResearchVerified email at google.com
Sheng WangGoogleVerified email at google.com
Xinliang ZhuAmazonVerified email at mavs.uta.edu
Lin YangUniversity of FloridaVerified email at bme.ufl.edu
Tong ZhangHKUSTVerified email at tongzhang-ml.org
Yunhong WangProfessor, School of Computer Science and Engineering, Beihang UniversityVerified email at buaa.edu.cn
Hongsheng Li (李鸿升)Assistant Professor at The Chinese University of Hong KongVerified email at ee.cuhk.edu.hk
Tieniu TanInstitute of Automation, Chinese Academy of SciencesVerified email at nlpr.ia.ac.cn
Fei Yang 杨非TAL 好未来Verified email at 100tal.com
Xiang YuNEC Labs AmericaVerified email at nec-labs.com
Wei LiuTencentVerified email at ee.columbia.edu
Yiqiang ZhanSiemensVerified email at siemens.com
Xinyi CuiResearch Scientist, Facebook Inc.Verified email at cs.rutgers.edu
Qingshan LiuNanjing University of Information Science and TechnologyVerified email at nuist.edu.cn

Junzhou Huang

Associate Professor of Computer Science and Engineering at University of Texas at Arlington

Verified email at uta.edu - Homepage

Machine Learning Computer Vision Medical Image Analysis Medical Imaging Informatics


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Learning with Structured Sparsity. J Huang, T Zhang, D Metaxas Journal of Machine Learning Research 12 (11), 2011	598	2011
Robust tracking using local sparse appearance model and k-selection B Liu, J Huang, L Yang, C Kulikowsk CVPR 2011, 1313-1320, 2011	539	2011
The benefit of group sparsity J Huang, T Zhang The Annals of Statistics 38 (4), 1978-2004, 2010	502	2010
Learning active facial patches for expression analysis L Zhong, Q Liu, P Yang, B Liu, J Huang, DN Metaxas 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2562-2569, 2012	317	2012
Efficient MR image reconstruction for compressed MR imaging J Huang, S Zhang, D Metaxas Medical Image Analysis 15 (5), 670-679, 2011	304	2011
Pose-free facial landmark fitting via optimized part mixtures and cascaded deformable shape model X Yu, J Huang, S Zhang, W Yan, DN Metaxas Proceedings of the IEEE international conference on computer vision, 1944-1951, 2013	268	2013
Robust and fast collaborative tracking with two stage sparse optimization B Liu, L Yang, J Huang, P Meer, L Gong, C Kulikowski European conference on computer vision, 624-637, 2010	264	2010
Towards robust and effective shape modeling: Sparse shape composition S Zhang, Y Zhan, M Dewan, J Huang, DN Metaxas, XS Zhou Medical image analysis 16 (1), 265-277, 2012	261	2012
Automatic image annotation using group sparsity S Zhang, J Huang, Y Huang, Y Yu, H Li, DN Metaxas 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	217	2010
Large-scale multi-view spectral clustering via bipartite graph Y Li, F Nie, H Huang, J Huang Proceedings of the twenty-ninth AAAI conference on artificial intelligence …, 2015	200	2015
Adaptive graph convolutional neural networks R Li, S Wang, F Zhu, J Huang arXiv preprint arXiv:1801.03226, 2018	193	2018
Discrimination-aware channel pruning for deep neural networks Z Zhuang, M Tan, B Zhuang, J Liu, Y Guo, Q Wu, J Huang, J Zhu Advances in Neural Information Processing Systems, 875-886, 2018	189	2018
Learning with dynamic group sparsity J Huang, X Huang, D Metaxas 2009 IEEE 12th International Conference on Computer Vision, 64-71, 2009	180	2009
A new iris segmentation method for recognition J Huang, Y Wang, T Tan, J Cui Proceedings of the 17th International Conference on Pattern Recognition …, 2004	176	2004
Robust visual tracking using local sparse appearance model and k-selection B Liu, J Huang, C Kulikowski, L Yang IEEE transactions on pattern analysis and machine intelligence 35 (12), 2968 …, 2012	153	2012
An iris image synthesis method based on PCA and super-resolution J Cui, Y Wang, JZ Huang, T Tan, Z Sun Proceedings of the 17th International Conference on Pattern Recognition …, 2004	148	2004
Simultaneous image transformation and sparse representation recovery J Huang, X Huang, D Metaxas 2008 IEEE conference on computer vision and pattern recognition, 1-8, 2008	139	2008
Learning multiscale active facial patches for expression analysis L Zhong, Q Liu, P Yang, J Huang, DN Metaxas IEEE transactions on cybernetics 45 (8), 1499-1510, 2014	122	2014
Compressive sensing MRI with wavelet tree sparsity C Chen, J Huang Advances in neural information processing systems, 1115-1123, 2012	115	2012
Fast multi-contrast MRI reconstruction J Huang, C Chen, L Axel Magnetic resonance imaging 32 (10), 1344-1352, 2014	109	2014

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