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Chong Peng

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

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* 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

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* 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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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

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* 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

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* 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

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* ICDM 2016

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Top-N Recommendation on Graphs

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

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* CIKM 2016

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Top-N Recommender System via Matrix Completion

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

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* AAAI 2016

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Robust PCA via Nonconvex Rank Approximation

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

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* 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

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* ACM CIKM 2015

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Robust Subspace Clustering via Smoothed Rank Approximation

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

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* 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

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

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