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Canyi Lu
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2020 – today
- 2023
- [j24]Shufei Zhang, Zhuang Qian, Kaizhu Huang, Rui Zhang, Jimin Xiao, Yuan He, Canyi Lu:
Robust generative adversarial network. Mach. Learn. 112(12): 5135-5161 (2023) - [j23]Yaru Su, Zhenning Hong, Xiaohui Wu, Canyi Lu:
Invertible linear transforms based adaptive multi-view subspace clustering. Signal Process. 209: 109014 (2023) - 2021
- [j22]Hao Kong, Canyi Lu, Zhouchen Lin:
Tensor Q-rank: new data dependent definition of tensor rank. Mach. Learn. 110(7): 1867-1900 (2021) - [j21]Pan Zhou
, Canyi Lu
Tensor Low-Rank Representation for Data Recovery and Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 43(5): 1718-1732 (2021) - [c16]Canyi Lu:
Transforms based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization. ICCV 2021: 1125-1132 - 2020
- [j20]Canyi Lu
Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm. IEEE Trans. Pattern Anal. Mach. Intell. 42(4): 925-938 (2020)
2010 – 2019
- 2019
- [j19]Le Thi Khanh Hien
Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization. J. Optim. Theory Appl. 181(2): 541-566 (2019) - [j18]Canyi Lu
Subspace Clustering by Block Diagonal Representation. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 487-501 (2019) - [c15]Canyi Lu, Xi Peng, Yunchao Wei:
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms. CVPR 2019: 5996-6004 - [i24]Canyi Lu, Pan Zhou:
Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms. CoRR abs/1907.08288 (2019) - 2018
- [j17]Canyi Lu
A Unified Alternating Direction Method of Multipliers by Majorization Minimization. IEEE Trans. Pattern Anal. Mach. Intell. 40(3): 527-541 (2018) - [j16]Canyi Lu
Optimized projections for compressed sensing via direct mutual coherence minimization. Signal Process. 151: 45-55 (2018) - [j15]Pan Zhou
Tensor Factorization for Low-Rank Tensor Completion. IEEE Trans. Image Process. 27(3): 1152-1163 (2018) - [j14]Xi Peng
Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. IEEE Trans. Neural Networks Learn. Syst. 29(1): 218-224 (2018) - [c14]Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan:
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. AAAI 2018: 3714-3721 - [c13]Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan:
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements. IJCAI 2018: 2504-2510 - [i23]Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan:
Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm. CoRR abs/1804.03728 (2018) - [i22]Canyi Lu, Jiashi Feng, Zhouchen Lin, Tao Mei, Shuicheng Yan:
Subspace Clustering by Block Diagonal Representation. CoRR abs/1805.09243 (2018) - [i21]Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan:
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements. CoRR abs/1806.02511 (2018) - [i20]Canyi Lu:
Tensor-Tensor Product Toolbox. CoRR abs/1806.07247 (2018) - 2017
- [j13]Yunchao Wei, Yao Zhao, Canyi Lu, Shikui Wei, Luoqi Liu, Zhenfeng Zhu, Shuicheng Yan:
Cross-Modal Retrieval With CNN Visual Features: A New Baseline. IEEE Trans. Cybern. 47(2): 449-460 (2017) - [i19]Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan:
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization. CoRR abs/1708.04181 (2017) - [i18]Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan:
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. CoRR abs/1712.02979 (2017) - 2016
- [j12]Chunyan Xu, Canyi Lu, Xiaodan Liang, Junbin Gao
Multi-loss Regularized Deep Neural Network. IEEE Trans. Circuits Syst. Video Technol. 26(12): 2273-2283 (2016) - [j11]Canyi Lu, Jinhui Tang
Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm. IEEE Trans. Image Process. 25(2): 829-839 (2016) - [j10]Canyi Lu, Shuicheng Yan, Zhouchen Lin
Convex Sparse Spectral Clustering: Single-View to Multi-View. IEEE Trans. Image Process. 25(6): 2833-2843 (2016) - [c12]Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan:
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. AAAI 2016: 739-745 - [c11]Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization. CVPR 2016: 5249-5257 - [i17]Canyi Lu, Jiashi Feng, Shuicheng Yan, Zhouchen Lin:
A Unified Alternating Direction Method of Multipliers by Majorization Minimization. CoRR abs/1607.02584 (2016) - 2015
- [j9]Chunyan Xu, Canyi Lu, Junbin Gao
Facial Analysis With a Lie Group Kernel. IEEE Trans. Circuits Syst. Video Technol. 25(7): 1140-1150 (2015) - [j8]Tam V. Nguyen
Adaptive Nonparametric Image Parsing. IEEE Trans. Circuits Syst. Video Technol. 25(10): 1565-1575 (2015) - [j7]Chunyan Xu, Canyi Lu, Junbin Gao
Discriminative Analysis for Symmetric Positive Definite Matrices on Lie Groups. IEEE Trans. Circuits Syst. Video Technol. 25(10): 1576-1585 (2015) - [j6]Canyi Lu, Zhouchen Lin, Shuicheng Yan:
Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization. IEEE Trans. Image Process. 24(2): 646-654 (2015) - [c10]Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin:
Generalized Singular Value Thresholding. AAAI 2015: 1805-1811 - [c9]Lin Zhu, Wei-Li Guo, De-Shuang Huang, Canyi Lu:
Imputation of ChIP-seq datasets via Low Rank Convex Co-Embedding. BIBM 2015: 141-144 - [i16]Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan:
Correlation Adaptive Subspace Segmentation by Trace Lasso. CoRR abs/1501.04276 (2015) - [i15]Canyi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin:
Correntropy Induced L2 Graph for Robust Subspace Clustering. CoRR abs/1501.04277 (2015) - [i14]Canyi Lu, De-Shuang Huang:
Optimized Projection for Sparse Representation Based Classification. CoRR abs/1502.00115 (2015) - [i13]Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang:
Connections Between Nuclear Norm and Frobenius Norm Based Representation. CoRR abs/1502.07423 (2015) - [i12]Weiran Wang, Canyi Lu:
Projection onto the capped simplex. CoRR abs/1503.01002 (2015) - [i11]Tam V. Nguyen, Canyi Lu, Jose Sepulveda, Shuicheng Yan:
Adaptive Nonparametric Image Parsing. CoRR abs/1505.01560 (2015) - [i10]Zhouchen Lin, Canyi Lu, Huan Li:
Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization. CoRR abs/1508.03117 (2015) - [i9]Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin:
Nonconvex Nonsmooth Low-Rank Minimization via Iteratively Reweighted Nuclear Norm. CoRR abs/1510.06895 (2015) - [i8]Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan:
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. CoRR abs/1511.05133 (2015) - [i7]Canyi Lu, Shuicheng Yan, Zhouchen Lin:
Convex Sparse Spectral Clustering: Single-view to Multi-view. CoRR abs/1511.06860 (2015) - 2014
- [j5]Zhong-Qiu Zhao, Xindong Wu, Canyi Lu, Hervé Glotin, Jun Gao:
Optimizing widths with PSO for center selection of Gaussian radial basis function networks. Sci. China Inf. Sci. 57(5): 1-17 (2014) - [j4]Jing Wang, Canyi Lu, Meng Wang, Pei-Pei Li, Shuicheng Yan, Xuegang Hu
Robust Face Recognition via Adaptive Sparse Representation. IEEE Trans. Cybern. 44(12): 2368-2378 (2014) - [c8]Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan:
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. AAAI 2014: 1251-1257 - [c7]Canyi Lu, Jinhui Tang
Generalized Nonconvex Nonsmooth Low-Rank Minimization. CVPR 2014: 4130-4137 - [c6]Hanjiang Lai, Yan Pan, Canyi Lu, Yong Tang, Shuicheng Yan:
Efficient k-Support Matrix Pursuit. ECCV (2) 2014: 617-631 - [i6]Can-Yi Lu, Zhouchen Lin, Shuicheng Yan:
Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization. CoRR abs/1401.7413 (2014) - [i5]Jing Wang, Canyi Lu, Meng Wang, Pei-Pei Li, Shuicheng Yan, Xuegang Hu:
Robust Face Recognition via Adaptive Sparse Representation. CoRR abs/1404.4780 (2014) - [i4]Can-Yi Lu, Hai Min, Zhong-Qiu Zhao, Lin Zhu, De-Shuang Huang, Shuicheng Yan:
Robust and Efficient Subspace Segmentation via Least Squares Regression. CoRR abs/1404.6736 (2014) - [i3]Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan:
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. CoRR abs/1404.6871 (2014) - [i2]Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin:
Generalized Nonconvex Nonsmooth Low-Rank Minimization. CoRR abs/1404.7306 (2014) - [i1]Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin:
Generalized Singular Value Thresholding. CoRR abs/1412.2231 (2014) - 2013
- [j3]Can-Yi Lu, De-Shuang Huang:
Optimized projections for sparse representation based classification. Neurocomputing 113: 213-219 (2013) - [j2]Jiang Li, Can-Yi Lu:
A new decision rule for sparse representation based classification for face recognition. Neurocomputing 116: 265-271 (2013) - [j1]Can-Yi Lu, Hai Min, Jie Gui, Lin Zhu, Ying-Ke Lei:
Face recognition via Weighted Sparse Representation. J. Vis. Commun. Image Represent. 24(2): 111-116 (2013) - [c5]Can-Yi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan:
Correlation Adaptive Subspace Segmentation by Trace Lasso. ICCV 2013: 1345-1352 - [c4]Can-Yi Lu, Jinhui Tang
Correntropy Induced L2 Graph for Robust Subspace Clustering. ICCV 2013: 1801-1808 - 2012
- [c3]Can-Yi Lu, Hai Min, Zhong-Qiu Zhao, Lin Zhu, De-Shuang Huang, Shuicheng Yan:
Robust and Efficient Subspace Segmentation via Least Squares Regression. ECCV (7) 2012: 347-360 - 2011
- [c2]Can-Yi Lu:
Optimized Projection for Sparse Representation Based Classification. ICIC (1) 2011: 83-90 - [c1]Can-Yi Lu:
CCC: Classifier Combination via Classifier. ICIC (1) 2011: 100-107
Coauthor Index
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