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Hyperspectral Image Denoising with Log-Based Robust PCA


May 25, 2021
Yang Liu, Qian Zhang, Yongyong Chen, Qiang Cheng, Chong Peng


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Kernel Two-Dimensional Ridge Regression for Subspace Clustering


Nov 03, 2020
Chong Peng, Qian Zhang, Zhao Kang, Chenglizhao Chen, Qiang Cheng

* accepted to Pattern Recognition 

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Structured Graph Learning for Clustering and Semi-supervised Classification


Aug 31, 2020
Zhao Kang, Chong Peng, Qiang Cheng, Xinwang Liu, Xi Peng, Zenglin Xu, Ling Tian

* Appear in Pattern Recognition 

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


Aug 07, 2020
Chenglizhao Chen, Hongmeng Zhao, Huan Yang, Chong Peng, Teng Yu


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Depth Quality Aware Salient Object Detection


Aug 07, 2020
Chenglizhao Chen, Jipeng Wei, Chong Peng, Hong Qin


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


Aug 07, 2020
Chenglizhao Chen, Guotao Wang, Chong Peng, Dingwen Zhang, Yuming Fang, Hong Qin


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


Aug 07, 2020
Chenglizhao Chen, Jia Song, Chong Peng, Guodong Wang, Yuming Fang


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Two-Dimensional Semi-Nonnegative Matrix Factorization for Clustering


May 19, 2020
Chong Peng, Zhilu Zhang, Zhao Kang, Chenglizhao Chen, Qiang Cheng


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Structure Learning with Similarity Preserving


Dec 03, 2019
Zhao Kang, Xiao Lu, Yiwei Lu, Chong Peng, Zenglin Xu


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Nonnegative Matrix Factorization with Local Similarity Learning


Jul 09, 2019
Chong Peng, Zhao Kang, Chenglizhao Chen, Qiang Cheng


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RES-PCA: A Scalable Approach to Recovering Low-rank Matrices


Apr 16, 2019
Chong Peng, Chenglizhao Chen, Zhao Kang, Jianbo Li, Qiang Cheng


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


Apr 16, 2019
Chong Peng, Qiang Cheng


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Unified Spectral Clustering with Optimal Graph


Nov 12, 2017
Zhao Kang, Chong Peng, Qiang Cheng, Zenglin Xu

* Accepted by AAAI 2018 

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Twin Learning for Similarity and Clustering: A Unified Kernel Approach


May 03, 2017
Zhao Kang, Chong Peng, Qiang Cheng

* Published in AAAI 2017 

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A Fast Factorization-based Approach to Robust PCA


Sep 27, 2016
Chong Peng, Zhao Kang, Qiang Chen

* ICDM 2016 

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Top-N Recommendation on Graphs


Sep 27, 2016
Zhao Kang, Chong Peng, Ming Yang, Qiang Cheng

* CIKM 2016 

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Top-N Recommender System via Matrix Completion


Jan 19, 2016
Zhao Kang, Chong Peng, Qiang Cheng

* AAAI 2016 

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Robust PCA via Nonconvex Rank Approximation


Nov 17, 2015
Zhao Kang, Chong Peng, Qiang Cheng

* IEEE International Conference on Data Mining 

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Robust Subspace Clustering via Tighter Rank Approximation


Oct 30, 2015
Zhao Kang, Chong Peng, Qiang Cheng

* ACM CIKM 2015 

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Robust Subspace Clustering via Smoothed Rank Approximation


Aug 18, 2015
Zhao Kang, Chong Peng, Qiang Cheng

* IEEE Signal Processing Letters, 22(2015)2088-2092 
* Journal, code is available 

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LogDet Rank Minimization with Application to Subspace Clustering


Jul 03, 2015
Zhao Kang, Chong Peng, Jie Cheng, Qiang Chen

* Computational Intelligence and Neuroscience, Volume 2015, Article ID 824289 
* 10 pages, 4 figures 

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