Optimized Projection for Sparse Representation Based Classification. - Can-Yi Lu (ICIC (1), 2011)

CCC: Classifier Combination via Classifier. - Can-Yi Lu (ICIC (1), 2011)

Robust and Efficient Subspace Segmentation via Least Squares Regression. - Can-Yi Lu; Hai Min; Zhong-Qiu Zhao; Lin Zhu 008; De-Shuang Huang; Shuicheng Yan (ECCV (7), 2012)

Correlation Adaptive Subspace Segmentation by Trace Lasso. - Can-Yi Lu; Jiashi Feng; Zhouchen Lin; Shuicheng Yan (ICCV, 2013)

Correntropy Induced L2 Graph for Robust Subspace Clustering. - Can-Yi Lu; Jinhui Tang 001; Min Lin; Liang Lin; Shuicheng Yan; Zhouchen Lin (ICCV, 2013)

A new decision rule for sparse representation based classification for face recognition. - Jiang Li; Can-Yi Lu (Neurocomputing, 2013)

Optimized projections for sparse representation based classification. - Can-Yi Lu; De-Shuang Huang (Neurocomputing, 2013)

Face recognition via Weighted Sparse Representation. - Can-Yi Lu; Hai Min; Jie Gui; Lin Zhu 008; Ying-Ke Lei (J. Vis. Commun. Image Represent., 2013)

Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. - Canyi Lu; Yunchao Wei; Zhouchen Lin; Shuicheng Yan (AAAI, 2014)

Generalized Nonconvex Nonsmooth Low-Rank Minimization. - Canyi Lu; Jinhui Tang 001; Shuicheng Yan; Zhouchen Lin (CVPR, 2014)

Efficient k-Support Matrix Pursuit. - Hanjiang Lai; Yan Pan 002; Canyi Lu; Yong Tang 001; Shuicheng Yan (ECCV (2), 2014)

Optimizing widths with PSO for center selection of Gaussian radial basis function networks. - Zhong-Qiu Zhao; Xindong Wu 001; Canyi Lu; Hervé Glotin; Jun Gao 006 (Sci. China Inf. Sci., 2014)

Robust Face Recognition via Adaptive Sparse Representation. - Jing Wang 021; Canyi Lu; Meng Wang 001; Pei-Pei Li 001; Shuicheng Yan; Xuegang Hu (IEEE Trans. Cybern., 2014)

Generalized Singular Value Thresholding. - Canyi Lu; Changbo Zhu; Chunyan Xu; Shuicheng Yan; Zhouchen Lin (AAAI, 2015)

Imputation of ChIP-seq datasets via Low Rank Convex Co-Embedding. - Lin Zhu 008; Wei-Li Guo; De-Shuang Huang; Canyi Lu (BIBM, 2015)

Connections Between Nuclear Norm and Frobenius Norm Based Representation. - Xi Peng 001; Canyi Lu; Zhang Yi 001; Huajin Tang (CoRR, 2015)

Optimized Projection for Sparse Representation Based Classification. - Canyi Lu; De-Shuang Huang (CoRR, 2015)

Projection onto the capped simplex. - Weiran Wang; Canyi Lu (CoRR, 2015)

Adaptive Nonparametric Image Parsing. - Tam V. Nguyen 002; Canyi Lu; Jose Sepulveda; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Facial Analysis With a Lie Group Kernel. - Chunyan Xu; Canyi Lu; Junbin Gao; Tianjiang Wang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Discriminative Analysis for Symmetric Positive Definite Matrices on Lie Groups. - Chunyan Xu; Canyi Lu; Junbin Gao; Wei Zheng; Tianjiang Wang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2015)

Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization. - Canyi Lu; Zhouchen Lin; Shuicheng Yan (IEEE Trans. Image Process., 2015)

Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. - Canyi Lu; Huan Li 007; Zhouchen Lin; Shuicheng Yan (AAAI, 2016)

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization. - Canyi Lu; Jiashi Feng; Yudong Chen 001; Wei Liu 005; Zhouchen Lin; Shuicheng Yan (CVPR, 2016)

Multi-loss Regularized Deep Neural Network. - Chunyan Xu; Canyi Lu; Xiaodan Liang; Junbin Gao; Wei Zheng; Tianjiang Wang; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2016)

Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm. - Canyi Lu; Jinhui Tang 001; Shuicheng Yan; Zhouchen Lin (IEEE Trans. Image Process., 2016)

Convex Sparse Spectral Clustering: Single-View to Multi-View. - Canyi Lu; Shuicheng Yan; Zhouchen Lin (IEEE Trans. Image Process., 2016)

Cross-Modal Retrieval With CNN Visual Features: A New Baseline. - Yunchao Wei; Yao Zhao 001; Canyi Lu; Shikui Wei; Luoqi Liu; Zhenfeng Zhu; Shuicheng Yan (IEEE Trans. Cybern., 2017)

Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. - Canyi Lu; Jiashi Feng; Zhouchen Lin; Shuicheng Yan (AAAI, 2018)

Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements. - Canyi Lu; Jiashi Feng; Zhouchen Lin; Shuicheng Yan (IJCAI, 2018)

Tensor-Tensor Product Toolbox. - Canyi Lu (CoRR, 2018)

A Unified Alternating Direction Method of Multipliers by Majorization Minimization. - Canyi Lu; Jiashi Feng; Shuicheng Yan; Zhouchen Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Optimized projections for compressed sensing via direct mutual coherence minimization. - Canyi Lu; Huan Li 007; Zhouchen Lin (Signal Process., 2018)

Tensor Factorization for Low-Rank Tensor Completion. - Pan Zhou 002; Canyi Lu; Zhouchen Lin; Chao Zhang 001 (IEEE Trans. Image Process., 2018)

Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. - Xi Peng 001; Canyi Lu; Zhang Yi 001; Huajin Tang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms. - Canyi Lu; Xi Peng 001; Yunchao Wei (CVPR, 2019)

Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms. - Canyi Lu; Pan Zhou 002 (CoRR, 2019)

Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization. - Le Thi Khanh Hien; Cuong V. Nguyen; Huan Xu 001; Canyi Lu; Jiashi Feng (J. Optim. Theory Appl., 2019)

Subspace Clustering by Block Diagonal Representation. - Canyi Lu; Jiashi Feng; Zhouchen Lin; Tao Mei 001; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm. - Canyi Lu; Jiashi Feng; Yudong Chen 001; Wei Liu 005; Zhouchen Lin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Transforms based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization. - Canyi Lu (ICCV, 2021)

Tensor Q-rank: new data dependent definition of tensor rank. - Hao Kong; Canyi Lu; Zhouchen Lin (Mach. Learn., 2021)

Tensor Low-Rank Representation for Data Recovery and Clustering. - Pan Zhou 002; Canyi Lu; Jiashi Feng; Zhouchen Lin; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Invertible linear transforms based adaptive multi-view subspace clustering. - Yaru Su; Zhenning Hong; Xiaohui Wu; Canyi Lu (Signal Process., 2023)

Robust generative adversarial network. - Shufei Zhang; Zhuang Qian; Kaizhu Huang; Rui Zhang 012; Jimin Xiao; Yuan He; Canyi Lu (Mach. Learn., 2023)