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Pseudo-supervised Deep Subspace Clustering


Apr 08, 2021
Juncheng Lv, Zhao Kang, Xiao Lu, Zenglin Xu


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Structured Graph Learning for Scalable Subspace Clustering: From Single-view to Multi-view


Feb 16, 2021
Zhao Kang, Zhiping Lin, Xiaofeng Zhu, Wenbo Xu


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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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On Deep Unsupervised Active Learning


Jul 28, 2020
Changsheng Li, Handong Ma, Zhao Kang, Ye Yuan, Xiao-Yu Zhang, Guoren Wang

* Accepted by IJCAI 2020 

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Relation-Guided Representation Learning


Jul 11, 2020
Zhao Kang, Xiao Lu, Jian Liang, Kun Bai, Zenglin Xu

* Appear in Neural Networks 

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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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Multi-view Subspace Clustering via Partition Fusion


Dec 03, 2019
Juncheng Lv, Zhao Kang, Boyu Wang, Luping Ji, Zenglin Xu


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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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Large-scale Multi-view Subspace Clustering in Linear Time


Nov 21, 2019
Zhao Kang, Wangtao Zhou, Zhitong Zhao, Junming Shao, Meng Han, Zenglin Xu

* Accepted by AAAI 2020 

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Multi-graph Fusion for Multi-view Spectral Clustering


Sep 16, 2019
Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu

* submitted to Knowledge-based Systems 

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Multiple Partitions Aligned Clustering


Sep 13, 2019
Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu

* IJCAI 2019 

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Latent Multi-view Semi-Supervised Classification


Sep 09, 2019
Xiaofan Bo, Zhao Kang, Zhitong Zhao, Yuanzhang Su, Wenyu Chen

* ACML 2019 

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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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Clustering with Similarity Preserving


May 21, 2019
Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu


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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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Low-rank Kernel Learning for Graph-based Clustering


Mar 14, 2019
Zhao Kang, Liangjian Wen, Wenyu Chen, Zenglin Xu

* Knowledge-Based Systems, 2019 

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Similarity Learning via Kernel Preserving Embedding


Mar 11, 2019
Zhao Kang, Yiwei Lu, Yuanzhang Su, Changsheng Li, Zenglin Xu

* Published in AAAI 2019 

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Robust Graph Learning from Noisy Data


Dec 17, 2018
Zhao Kang, Haiqi Pan, Steven C. H. Hoi, Zenglin Xu


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Self-weighted Multiple Kernel Learning for Graph-based Clustering and Semi-supervised Classification


Jun 20, 2018
Zhao Kang, Xiao Lu, Jinfeng Yi, Zenglin Xu

* Accepted by IJCAI 2018, Code is available 

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Two Birds with One Stone: Transforming and Generating Facial Images with Iterative GAN


Mar 07, 2018
Dan Ma, Bin Liu, Zhao Kang, Jiayu Zhou, Jianke Zhu, Zenglin Xu


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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 Recommendation with Novel Rank Approximation


Feb 26, 2016
Zhao Kang, Qiang Cheng

* SDM 2016. arXiv admin note: text overlap with arXiv:1601.04800 

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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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