Chong Peng

IEEE Signal Process. Lett., 2023

Consensus Low-Rank Multi-View Subspace Clustering With Cross-View Diversity Preserving.

[BibT_eX]

[DOI]

Kehan Kang

Chenglizhao Chen

IEEE Signal Process. Lett., 2023

2022

Hyperspectral Image Denoising Using Nonconvex Local Low-Rank and Sparse Separation With Spatial-Spectral Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

A Novel Long-Term Iterative Mining Scheme for Video Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

A Novel Video Salient Object Detection Method via Semisupervised Motion Quality Perception.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Preserving bilateral view structural information for subspace clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Log-based sparse nonnegative matrix factorization for data representation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Two-dimensional semi-nonnegative matrix factorization for clustering.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Explainable Censored Learning: Finding Critical Features with Long Term Prognostic Values for Survival Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

Alcohol Intake Differentiates AD and LATE: A Telltale Lifestyle from Two Large-Scale Datasets.

[BibT_eX]

[DOI]

CoRR, 2022

PRIME: Uncovering Circadian Oscillation Patterns and Associations with AD in Untimed Genome-wide Gene Expression across Multiple Brain Regions.

[BibT_eX]

[DOI]

CoRR, 2022

Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization.

[BibT_eX]

[DOI]

CoRR, 2022

Robust Sparse and Low-rank Subspace Clustering with Log-based Nonconvex Approximations.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Big Data Technologies, 2022

2021

Full-reference Screen Content Image Quality Assessment by Fusing Multilevel Structure Similarity.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Depth-Quality-Aware Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Exploring Rich and Efficient Spatial Temporal Interactions for Real-Time Video Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Kernel two-dimensional ridge regression for subspace clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Structured graph learning for clustering and semi-supervised classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Learning discriminative representation for image classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Nonnegative matrix factorization with local similarity learning.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Partial Tubal Nuclear Norm Regularized Multi-view Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Hyperspectral Image Denoising With Log-Based Robust PCA.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Self-Paced Two-dimensional PCA.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Salient Object Detection via Multiple Instance Joint Re-Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Improved Saliency Detection in RGB-D Images Using Two-Phase Depth Estimation and Selective Deep Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Improved Robust Video Saliency Detection Based on Long-Term Spatial-Temporal Information.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Partition level multiview subspace clustering.

[BibT_eX]

[DOI]

Neural Networks, 2020

Structure learning with similarity preserving.

[BibT_eX]

[DOI]

Neural Networks, 2020

Robust principal component analysis: A factorization-based approach with linear complexity.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Full Reference Screen Content Image Quality Assessment by Fusing Multi-level Structure Similarity.

[BibT_eX]

[DOI]

CoRR, 2020

A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception.

[BibT_eX]

[DOI]

CoRR, 2020

Feature Selection Embedded Robust K-Means.

[BibT_eX]

[DOI]

Qian Zhang

IEEE Access, 2020

2019

Structure Learning with Similarity Preserving.

[BibT_eX]

[DOI]

CoRR, 2019

Nonnegative Matrix Factorization with Local Similarity Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Discriminative Regression Machine: A Classifier for High-Dimensional Data or Imbalanced Data.

[BibT_eX]

[DOI]

CoRR, 2019

Structure-Aware Adaptive Diffusion for Video Saliency Detection.

[BibT_eX]

[DOI]

Chenglizhao Chen

Guotao Wang

IEEE Access, 2019

RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Integrate and Conquer: Double-Sided Two-Dimensional <i>k</i>-Means Via Integrating of Projection and Manifold Construction.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Image Denoising via Improved Dictionary Learning with Global Structure and Local Similarity Preservations.

[BibT_eX]

[DOI]

Symmetry, 2018

Unified Spectral Clustering With Optimal Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Robust Graph Regularized Nonnegative Matrix Factorization for Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Nonnegative Matrix Factorization with Integrated Graph and Feature Learning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

A Supervised Learning Model for High-Dimensional and Large-Scale Data.

[BibT_eX]

[DOI]

Jie Cheng

ACM Trans. Intell. Syst. Technol., 2017

Denoising of Hyperspectral Images Using Nonconvex Low Rank Matrix Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Image Projection Ridge Regression for Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

Denoising of Hyperspectral Image Using Low-Rank Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Integrating feature and graph learning with low-rank representation.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Kernel-driven similarity learning.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Clustering with Adaptive Manifold Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Exploiting Nonlinear Relationships for Top-N Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Knowledge, 2017

Subspace Clustering via Variance Regularized Ridge Regression.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Two rank approximations for low-rank based subspace clustering.

[BibT_eX]

[DOI]

Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Twin Learning for Similarity and Clustering: A Unified Kernel Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Feature Selection Embedded Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

A Fast Factorization-based Approach to Robust PCA.

[BibT_eX]

[DOI]

Qiang Chen

CoRR, 2016

A Fast Factorization-Based Approach to Robust PCA.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

RAP: Scalable RPCA for Low-rank Matrix Recovery.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Top-N Recommendation on Graphs.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Top-N Recommender System via Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Robust Subspace Clustering via Smoothed Rank Approximation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

LogDet Rank Minimization with Application to Subspace Clustering.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2015

Subspace Clustering Using Log-determinant Rank Approximation.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Robust PCA Via Nonconvex Rank Approximation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Robust Subspace Clustering via Tighter Rank Approximation.

[BibT_eX]

[DOI]