Canyi Lu

Orcid: 0000-0002-9542-8346

According to our database1, Canyi Lu authored at least 45 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Robust generative adversarial network.
Mach. Learn., December, 2023

Invertible linear transforms based adaptive multi-view subspace clustering.
Signal Process., 2023

2021
Tensor Low-Rank Representation for Data Recovery and Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Tensor Q-rank: new data dependent definition of tensor rank.
Mach. Learn., 2021

Transforms based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

2019
Subspace Clustering by Block Diagonal Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization.
J. Optim. Theory Appl., 2019

Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms.
CoRR, 2019

Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations.
IEEE Trans. Neural Networks Learn. Syst., 2018

Tensor Factorization for Low-Rank Tensor Completion.
IEEE Trans. Image Process., 2018

Optimized projections for compressed sensing via direct mutual coherence minimization.
Signal Process., 2018

A Unified Alternating Direction Method of Multipliers by Majorization Minimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Tensor-Tensor Product Toolbox.
CoRR, 2018

Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Cross-Modal Retrieval With CNN Visual Features: A New Baseline.
IEEE Trans. Cybern., 2017

2016
Convex Sparse Spectral Clustering: Single-View to Multi-View.
IEEE Trans. Image Process., 2016

Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm.
IEEE Trans. Image Process., 2016

Multi-loss Regularized Deep Neural Network.
IEEE Trans. Circuits Syst. Video Technol., 2016

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization.
IEEE Trans. Image Process., 2015

Discriminative Analysis for Symmetric Positive Definite Matrices on Lie Groups.
IEEE Trans. Circuits Syst. Video Technol., 2015

Facial Analysis With a Lie Group Kernel.
IEEE Trans. Circuits Syst. Video Technol., 2015

Adaptive Nonparametric Image Parsing.
IEEE Trans. Circuits Syst. Video Technol., 2015

Projection onto the capped simplex.
CoRR, 2015

Optimized Projection for Sparse Representation Based Classification.
CoRR, 2015

Connections Between Nuclear Norm and Frobenius Norm Based Representation.
CoRR, 2015

Imputation of ChIP-seq datasets via Low Rank Convex Co-Embedding.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Generalized Singular Value Thresholding.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Robust Face Recognition via Adaptive Sparse Representation.
IEEE Trans. Cybern., 2014

Optimizing widths with PSO for center selection of Gaussian radial basis function networks.
Sci. China Inf. Sci., 2014

Efficient k-Support Matrix Pursuit.
Proceedings of the Computer Vision - ECCV 2014, 2014

Generalized Nonconvex Nonsmooth Low-Rank Minimization.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Face recognition via Weighted Sparse Representation.
J. Vis. Commun. Image Represent., 2013

Optimized projections for sparse representation based classification.
Neurocomputing, 2013

A new decision rule for sparse representation based classification for face recognition.
Neurocomputing, 2013

Correntropy Induced L2 Graph for Robust Subspace Clustering.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Correlation Adaptive Subspace Segmentation by Trace Lasso.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Robust and Efficient Subspace Segmentation via Least Squares Regression.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
CCC: Classifier Combination via Classifier.
Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011

Optimized Projection for Sparse Representation Based Classification.
Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011


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