Canyi Lu

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 45

Top Topics

Alternating Direction

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Image Process.

Publications

Shufei Zhang, Zhuang Qian, Kaizhu Huang, Rui Zhang, Jimin Xiao, Yuan He, Canyi Lu
Robust generative adversarial network. Mach. Learn. 112 (12) (2023)
Yaru Su, Zhenning Hong, Xiaohui Wu, Canyi Lu
Invertible linear transforms based adaptive multi-view subspace clustering. Signal Process. 209 (2023)
Hao Kong, Canyi Lu, Zhouchen Lin
Tensor Q-rank: new data dependent definition of tensor rank. Mach. Learn. 110 (7) (2021)
Canyi Lu
Transforms based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization. ICCV (2021)
Pan Zhou, Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
Tensor Low-Rank Representation for Data Recovery and Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 43 (5) (2021)
Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan
Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm. IEEE Trans. Pattern Anal. Mach. Intell. 42 (4) (2020)
Le Thi Khanh Hien, Cuong V. Nguyen, Huan Xu, Canyi Lu, Jiashi Feng
Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization. J. Optim. Theory Appl. 181 (2) (2019)
Canyi Lu, Xi Peng, Yunchao Wei
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms. CVPR (2019)
Canyi Lu, Pan Zhou
Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms. CoRR (2019)
Canyi Lu, Jiashi Feng, Zhouchen Lin, Tao Mei, Shuicheng Yan
Subspace Clustering by Block Diagonal Representation. IEEE Trans. Pattern Anal. Mach. Intell. 41 (2) (2019)
Canyi Lu, Jiashi Feng, Shuicheng Yan, Zhouchen Lin
A Unified Alternating Direction Method of Multipliers by Majorization Minimization. IEEE Trans. Pattern Anal. Mach. Intell. 40 (3) (2018)
Canyi Lu, Jiashi Feng, Zhouchen Lin, Tao Mei, Shuicheng Yan
Subspace Clustering by Block Diagonal Representation. CoRR (2018)
Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. AAAI (2018)
Pan Zhou, Canyi Lu, Zhouchen Lin, Chao Zhang
Tensor Factorization for Low-Rank Tensor Completion. IEEE Trans. Image Process. 27 (3) (2018)
Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan
Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm. CoRR (2018)
Canyi Lu
Tensor-Tensor Product Toolbox. CoRR (2018)
Canyi Lu, Huan Li, Zhouchen Lin
Optimized projections for compressed sensing via direct mutual coherence minimization. Signal Process. 151 (2018)
Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang
Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. IEEE Trans. Neural Networks Learn. Syst. 29 (1) (2018)
Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements. CoRR (2018)
Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements. IJCAI (2018)
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 (2017)
Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. CoRR (2017)
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) (2017)
Chunyan Xu, Canyi Lu, Xiaodan Liang, Junbin Gao, Wei Zheng, Tianjiang Wang, Shuicheng Yan
Multi-loss Regularized Deep Neural Network. IEEE Trans. Circuits Syst. Video Technol. 26 (12) (2016)
Canyi Lu, Jiashi Feng, Shuicheng Yan, Zhouchen Lin
A Unified Alternating Direction Method of Multipliers by Majorization Minimization. CoRR (2016)
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. CVPR (2016)
Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm. IEEE Trans. Image Process. 25 (2) (2016)
Canyi Lu, Shuicheng Yan, Zhouchen Lin
Convex Sparse Spectral Clustering: Single-View to Multi-View. IEEE Trans. Image Process. 25 (6) (2016)
Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. AAAI (2016)
Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
Nonconvex Nonsmooth Low-Rank Minimization via Iteratively Reweighted Nuclear Norm. CoRR (2015)
Tam V. Nguyen, Canyi Lu, Jose Sepulveda, Shuicheng Yan
Adaptive Nonparametric Image Parsing. IEEE Trans. Circuits Syst. Video Technol. 25 (10) (2015)
Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. CoRR (2015)
Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
Correlation Adaptive Subspace Segmentation by Trace Lasso. CoRR (2015)
Zhouchen Lin, Canyi Lu, Huan Li
Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization. CoRR (2015)
Canyi Lu, De-Shuang Huang
Optimized Projection for Sparse Representation Based Classification. CoRR (2015)
Chunyan Xu, Canyi Lu, Junbin Gao, Wei Zheng, Tianjiang Wang, Shuicheng Yan
Discriminative Analysis for Symmetric Positive Definite Matrices on Lie Groups. IEEE Trans. Circuits Syst. Video Technol. 25 (10) (2015)
Tam V. Nguyen, Canyi Lu, Jose Sepulveda, Shuicheng Yan
Adaptive Nonparametric Image Parsing. CoRR (2015)
Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin
Generalized Singular Value Thresholding. AAAI (2015)
Weiran Wang, Canyi Lu
Projection onto the capped simplex. CoRR (2015)
Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang
Connections Between Nuclear Norm and Frobenius Norm Based Representation. CoRR (2015)
Canyi Lu, Shuicheng Yan, Zhouchen Lin
Convex Sparse Spectral Clustering: Single-view to Multi-view. CoRR (2015)
Lin Zhu, Wei-Li Guo, De-Shuang Huang, Canyi Lu
Imputation of ChIP-seq datasets via Low Rank Convex Co-Embedding. BIBM (2015)
Chunyan Xu, Canyi Lu, Junbin Gao, Tianjiang Wang, Shuicheng Yan
Facial Analysis With a Lie Group Kernel. IEEE Trans. Circuits Syst. Video Technol. 25 (7) (2015)
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) (2015)
Canyi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin
Correntropy Induced L2 Graph for Robust Subspace Clustering. CoRR (2015)
Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin
Generalized Singular Value Thresholding. CoRR (2014)
Jing Wang, Canyi Lu, Meng Wang, Pei-Pei Li, Shuicheng Yan, Xuegang Hu
Robust Face Recognition via Adaptive Sparse Representation. CoRR (2014)
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) (2014)
Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
Generalized Nonconvex Nonsmooth Low-Rank Minimization. CVPR (2014)
Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
Generalized Nonconvex Nonsmooth Low-Rank Minimization. CoRR (2014)
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. AAAI (2014)
Hanjiang Lai, Yan Pan, Canyi Lu, Yong Tang, Shuicheng Yan
Efficient k-Support Matrix Pursuit. ECCV (2) (2014)
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. CoRR (2014)
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) (2014)