Edit Profile (opens in new tab) Lin, Zhouchen Co-Author Distance Author ID: lin.zhouchen Published as: Lin, Zhouchen; Lin, Zhou-Chen Documents Indexed: 79 Publications since 1995, including 3 Books and 25 Additional arXiv Preprints Co-Authors: 101 Co-Authors with 74 Joint Publications 3,679 Co-Co-Authors all top 5 Co-Authors 2 single-authored 15 Li, Huan 12 Fang, Cong 7 Lu, Canyi 6 Yan, Shuicheng 5 Li, Jia 5 Liu, Risheng 4 Bai, Chenyan 4 Ma, Yi 4 Yu, Jian 4 Zha, Hongbin 4 Zhang, Chao 3 Su, Zhixun 3 Xu, Chen 3 Zhang, Hongyang 3 Zhang, Tong 3 Zhou, Pan 2 Gao, Junbin 2 Gao, Shenghua 2 Huang, Yameng 2 Liu, Guangcan 2 Meng, Deyu 2 Shih, Tsimin 2 Shum, Heung-Yeung 2 Tang, Jinhui 2 Tang, Xiaoou 2 Yu, Yong 2 Yue, Pengyun 2 Zhuang, Liansheng 1 Balafoutis, C. A. 1 Bao, Hujun 1 Chen, Baoquan 1 Chen, Minming 1 Chen, Yenwei 1 Cheng, Feng 1 Cheng, James 1 Delliou, M. Le 1 Ding, Shihong 1 Dong, Hanze 1 Dubois, Eric 1 Fan, Mingyu 1 Fang, Yongchun 1 Feng, Rongquan 1 Fontanini, Michele 1 Gao, Jiaxin 1 Gao, Wen 1 Guan, Weili 1 Guo, Xiaojie 1 Guo, Yi 1 Hang, Hanyuan 1 Hao, Pengwei 1 He, Junfeng 1 Hu, Zhenwei 1 Huang, Qingming 1 Jian, Gaopeng 1 Jiang, Qingtang 1 Jordan, Michael Irwin 1 Kong, Hao 1 Li, Chris Junchi 1 Li, Yan 1 Lin, Yang 1 Liu, Xiaoxia 1 Liu, Xiaoyu 1 Liu, Yuanyuan 1 Lu, Jian 1 Ma, Siwei 1 Nie, Liqiang 1 Patel, Rajnikant V. 1 Ren, Xiang 1 Shang, Fanhua 1 Shen, Li 1 Shi, Qinfeng 1 Sun, Gang 1 Sun, Jiarui 1 Tang, Chi-Keung 1 Tang, Kewei 1 Tao, Yangyu 1 Wan, Liang 1 Wang, Jingjing 1 Wang, Shiqi 1 Wang, Shuhui 1 Wang, Xiang 1 Wei, Siming 1 Wei, Yinwei 1 Wen, Hongwei 1 Wong, Tien-Tsin 1 Wu, Enhua 1 Wu, Jianlong 1 Xie, Xingyu 1 Xu, Chunyan 1 Xu, Zongben 1 Yang, Long 1 Yin, Jingwen 1 Yin, Ming 1 Yin, Wotao 1 Yu, Nenghai 1 Zhang, Jian 1 Zhang, Jin 1 Zhang, Wei 1 Zhang, Xiang 1 Zhang, Xiaoqin ...and 7 more Co-Authors all top 5 Serials 24 IEEE Transactions on Image Processing 6 Pattern Recognition 3 Machine Learning 2 International Journal of Computer Vision 2 Journal of Machine Learning Research (JMLR) 1 IEEE Transactions on Information Theory 1 Inverse Problems 1 International Journal of Production Research 1 Journal of Robotic Systems 1 Mathematica Applicata 1 Journal of Scientific Computing 1 Neural Networks 1 Neural Computation 1 IEEE Transactions on Signal Processing 1 SIAM Journal on Optimization 1 Finite Fields and their Applications 1 SIAM Journal on Imaging Sciences 1 Journal of the Operations Research Society of China 1 Computer Vision and Pattern Recognition Series all top 5 Fields 26 Information and communication theory, circuits (94-XX) 18 Computer science (68-XX) 11 Operations research, mathematical programming (90-XX) 9 Statistics (62-XX) 5 Numerical analysis (65-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Classical thermodynamics, heat transfer (80-XX) 1 Number theory (11-XX) 1 Probability theory and stochastic processes (60-XX) 1 Mechanics of particles and systems (70-XX) 1 Mechanics of deformable solids (74-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 35 Publications have been cited 270 times in 244 Documents Cited by ▼ Year ▼ Nonconvex nonsmooth low rank minimization via iteratively reweighted nuclear norm. Zbl 1408.94866 Lu, Canyi; Tang, Jinhui; Yan, Shuicheng; Lin, Zhouchen 37 2016 Tensor factorization for low-rank tensor completion. Zbl 1409.94796 Zhou, Pan; Lu, Canyi; Lin, Zhouchen; Zhang, Chao 35 2018 Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning. Zbl 1331.68189 Lin, Zhouchen; Liu, Risheng; Li, Huan 27 2015 Two-weight and three-weight linear codes based on Weil sums. Zbl 1448.94264 Jian, Gaopeng; Lin, Zhouchen; Feng, Rongquan 20 2019 Accelerated optimization for machine learning. First-order algorithms. With forewords by Michael I. Jordan, Zongben Xu and Zhi-Quan Luo. Zbl 1434.68008 Lin, Zhouchen; Li, Huan; Fang, Cong 20 2020 Convex sparse spectral clustering: single-view to multi-view. Zbl 1408.94438 Lu, Canyi; Yan, Shuicheng; Lin, Zhouchen 14 2016 Smoothed low rank and sparse matrix recovery by iteratively reweighted least squares minimization. Zbl 1408.94437 Lu, Canyi; Lin, Zhouchen; Yan, Shuicheng 11 2015 Essential tensor learning for multi-view spectral clustering. Zbl 07123096 Wu, Jianlong; Lin, Zhouchen; Zha, Hongbin 9 2019 Decentralized accelerated gradient methods with increasing penalty parameters. Zbl 07591075 Li, Huan; Fang, Cong; Yin, Wotao; Lin, Zhouchen 9 2020 Accelerated alternating direction method of multipliers: an optimal \(O(1 / K)\) nonergodic analysis. Zbl 1419.90085 Li, Huan; Lin, Zhouchen 9 2019 Revisiting EXTRA for smooth distributed optimization. Zbl 1447.90030 Li, Huan; Lin, Zhouchen 7 2020 A generalized accelerated proximal gradient approach for total-variation-based image restoration. Zbl 1372.94320 Zuo, Wangmeng; Lin, Zhouchen 7 2011 Linearized alternating direction method with adaptive penalty and warm starts for fast solving transform invariant low-rank textures. Zbl 1270.68354 Ren, Xiang; Lin, Zhouchen 7 2013 Neural multimodal cooperative learning toward micro-video understanding. Zbl 07585855 Wei, Yinwei; Wang, Xiang; Guan, Weili; Nie, Liqiang; Lin, Zhouchen; Chen, Baoquan 5 2020 Tensor Q-rank: new data dependent definition of tensor rank. Zbl 07465658 Kong, Hao; Lu, Canyi; Lin, Zhouchen 5 2021 Dual graph regularized latent low-rank representation for subspace clustering. Zbl 1408.94773 Yin, Ming; Gao, Junbin; Lin, Zhouchen; Shi, Qinfeng; Guo, Yi 5 2015 Radon representation-based feature descriptor for texture classification. Zbl 1371.94239 Liu, Guangcan; Lin, Zhouchen; Yu, Yong 4 2009 Label information guided graph construction for semi-supervised learning. Zbl 1409.94801 Zhuang, Liansheng; Zhou, Zihan; Gao, Shenghua; Yin, Jingwen; Lin, Zhouchen; Ma, Yi 4 2017 Completing low-rank matrices with corrupted samples from few coefficients in general basis. Zbl 1359.94211 Zhang, Hongyang; Lin, Zhouchen; Zhang, Chao 4 2016 Relations among some low-rank subspace recovery models. Zbl 1418.62250 Zhang, Hongyang; Lin, Zhouchen; Zhang, Chao; Gao, Junbin 3 2015 Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis. Zbl 1175.68373 Lin, Zhouchen; He, Junfeng; Tang, Xiaoou; Tang, Chi-Keung 3 2009 Multi-output regression on the output manifold. Zbl 1175.68376 Liu, Guangcan; Lin, Zhouchen; Yu, Yong 3 2009 Impact reduction for redundant manipulators using augmented impedance control. Zbl 0824.70019 Lin, Z. C.; Patel, R. V.; Balafoutis, C. A. 3 1995 Low-rank models in visual analysis. Zbl 1453.68003 Lin, Zhouchen; Zhang, Hongyang 3 2017 Constructing a nonnegative low-rank and sparse graph with data-adaptive features. Zbl 1408.94849 Zhuang, Liansheng; Gao, Shenghua; Tang, Jinhui; Wang, Jingjing; Lin, Zhouchen; Ma, Yi; Yu, Nenghai 3 2015 Learning Markov random walks for robust subspace clustering and estimation. Zbl 1325.62124 Liu, Risheng; Lin, Zhouchen; Su, Zhixun 3 2014 Tensor linear Laplacian discrimination (TLLD) for feature extraction. Zbl 1178.68522 Zhang, Wei; Lin, Zhouchen; Tang, Xiaoou 2 2009 On the complexity analysis of the primal solutions for the accelerated randomized dual coordinate ascent. Zbl 1502.90129 Li, Huan; Lin, Zhouchen 2 2020 Provable accelerated gradient method for nonconvex low rank optimization. Zbl 1446.90138 Li, Huan; Lin, Zhouchen 2 2020 Bilevel model-based discriminative dictionary learning for recognition. Zbl 1409.94797 Zhou, Pan; Zhang, Chao; Lin, Zhouchen 2 2017 Style-preserving English handwriting synthesis. Zbl 1111.68642 Lin, Zhouchen; Wan, Liang 1 2007 Alternating direction method of multipliers for machine learning. Zbl 1502.68010 Lin, Zhouchen; Li, Huan; Fang, Cong 1 2022 A new discriminant subspace analysis approach for multi-class problems. Zbl 1231.68240 Zheng, Wenming; Lin, Zhouchen 1 2012 Multi-level discriminative dictionary learning with application to large scale image classification. Zbl 1408.94591 Shen, Li; Sun, Gang; Huang, Qingming; Wang, Shuhui; Lin, Zhouchen; Wu, Enhua 1 2015 A regularized approach for geodesic-based semisupervised multimanifold learning. Zbl 1381.62089 Fan, Mingyu; Zhang, Xiaoqin; Lin, Zhouchen; Zhang, Zhongfei; Bao, Hujun 1 2014 Alternating direction method of multipliers for machine learning. Zbl 1502.68010 Lin, Zhouchen; Li, Huan; Fang, Cong 1 2022 Tensor Q-rank: new data dependent definition of tensor rank. Zbl 07465658 Kong, Hao; Lu, Canyi; Lin, Zhouchen 5 2021 Accelerated optimization for machine learning. First-order algorithms. With forewords by Michael I. Jordan, Zongben Xu and Zhi-Quan Luo. Zbl 1434.68008 Lin, Zhouchen; Li, Huan; Fang, Cong 20 2020 Decentralized accelerated gradient methods with increasing penalty parameters. Zbl 07591075 Li, Huan; Fang, Cong; Yin, Wotao; Lin, Zhouchen 9 2020 Revisiting EXTRA for smooth distributed optimization. Zbl 1447.90030 Li, Huan; Lin, Zhouchen 7 2020 Neural multimodal cooperative learning toward micro-video understanding. Zbl 07585855 Wei, Yinwei; Wang, Xiang; Guan, Weili; Nie, Liqiang; Lin, Zhouchen; Chen, Baoquan 5 2020 On the complexity analysis of the primal solutions for the accelerated randomized dual coordinate ascent. Zbl 1502.90129 Li, Huan; Lin, Zhouchen 2 2020 Provable accelerated gradient method for nonconvex low rank optimization. Zbl 1446.90138 Li, Huan; Lin, Zhouchen 2 2020 Two-weight and three-weight linear codes based on Weil sums. Zbl 1448.94264 Jian, Gaopeng; Lin, Zhouchen; Feng, Rongquan 20 2019 Essential tensor learning for multi-view spectral clustering. Zbl 07123096 Wu, Jianlong; Lin, Zhouchen; Zha, Hongbin 9 2019 Accelerated alternating direction method of multipliers: an optimal \(O(1 / K)\) nonergodic analysis. Zbl 1419.90085 Li, Huan; Lin, Zhouchen 9 2019 Tensor factorization for low-rank tensor completion. Zbl 1409.94796 Zhou, Pan; Lu, Canyi; Lin, Zhouchen; Zhang, Chao 35 2018 Label information guided graph construction for semi-supervised learning. Zbl 1409.94801 Zhuang, Liansheng; Zhou, Zihan; Gao, Shenghua; Yin, Jingwen; Lin, Zhouchen; Ma, Yi 4 2017 Low-rank models in visual analysis. Zbl 1453.68003 Lin, Zhouchen; Zhang, Hongyang 3 2017 Bilevel model-based discriminative dictionary learning for recognition. Zbl 1409.94797 Zhou, Pan; Zhang, Chao; Lin, Zhouchen 2 2017 Nonconvex nonsmooth low rank minimization via iteratively reweighted nuclear norm. Zbl 1408.94866 Lu, Canyi; Tang, Jinhui; Yan, Shuicheng; Lin, Zhouchen 37 2016 Convex sparse spectral clustering: single-view to multi-view. Zbl 1408.94438 Lu, Canyi; Yan, Shuicheng; Lin, Zhouchen 14 2016 Completing low-rank matrices with corrupted samples from few coefficients in general basis. Zbl 1359.94211 Zhang, Hongyang; Lin, Zhouchen; Zhang, Chao 4 2016 Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning. Zbl 1331.68189 Lin, Zhouchen; Liu, Risheng; Li, Huan 27 2015 Smoothed low rank and sparse matrix recovery by iteratively reweighted least squares minimization. Zbl 1408.94437 Lu, Canyi; Lin, Zhouchen; Yan, Shuicheng 11 2015 Dual graph regularized latent low-rank representation for subspace clustering. Zbl 1408.94773 Yin, Ming; Gao, Junbin; Lin, Zhouchen; Shi, Qinfeng; Guo, Yi 5 2015 Relations among some low-rank subspace recovery models. Zbl 1418.62250 Zhang, Hongyang; Lin, Zhouchen; Zhang, Chao; Gao, Junbin 3 2015 Constructing a nonnegative low-rank and sparse graph with data-adaptive features. Zbl 1408.94849 Zhuang, Liansheng; Gao, Shenghua; Tang, Jinhui; Wang, Jingjing; Lin, Zhouchen; Ma, Yi; Yu, Nenghai 3 2015 Multi-level discriminative dictionary learning with application to large scale image classification. Zbl 1408.94591 Shen, Li; Sun, Gang; Huang, Qingming; Wang, Shuhui; Lin, Zhouchen; Wu, Enhua 1 2015 Learning Markov random walks for robust subspace clustering and estimation. Zbl 1325.62124 Liu, Risheng; Lin, Zhouchen; Su, Zhixun 3 2014 A regularized approach for geodesic-based semisupervised multimanifold learning. Zbl 1381.62089 Fan, Mingyu; Zhang, Xiaoqin; Lin, Zhouchen; Zhang, Zhongfei; Bao, Hujun 1 2014 Linearized alternating direction method with adaptive penalty and warm starts for fast solving transform invariant low-rank textures. Zbl 1270.68354 Ren, Xiang; Lin, Zhouchen 7 2013 A new discriminant subspace analysis approach for multi-class problems. Zbl 1231.68240 Zheng, Wenming; Lin, Zhouchen 1 2012 A generalized accelerated proximal gradient approach for total-variation-based image restoration. Zbl 1372.94320 Zuo, Wangmeng; Lin, Zhouchen 7 2011 Radon representation-based feature descriptor for texture classification. Zbl 1371.94239 Liu, Guangcan; Lin, Zhouchen; Yu, Yong 4 2009 Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis. Zbl 1175.68373 Lin, Zhouchen; He, Junfeng; Tang, Xiaoou; Tang, Chi-Keung 3 2009 Multi-output regression on the output manifold. Zbl 1175.68376 Liu, Guangcan; Lin, Zhouchen; Yu, Yong 3 2009 Tensor linear Laplacian discrimination (TLLD) for feature extraction. Zbl 1178.68522 Zhang, Wei; Lin, Zhouchen; Tang, Xiaoou 2 2009 Style-preserving English handwriting synthesis. Zbl 1111.68642 Lin, Zhouchen; Wan, Liang 1 2007 Impact reduction for redundant manipulators using augmented impedance control. Zbl 0824.70019 Lin, Z. C.; Patel, R. V.; Balafoutis, C. A. 3 1995 all cited Publications top 5 cited Publications all top 5 Cited by 625 Authors 8 Zhao, Xile 7 Gasnikov, Aleksandr V. 6 Huang, Ting-Zhu 6 Sun, Min 5 Qi, Liqun 4 Beznosikov, Aleksandr 4 Fang, Yaping 4 Hu, Rong 4 Huang, Zheng-Hai 4 Ji, Teng-Yu 4 Ma, Tian-Hui 4 Rogozin, Alexander 4 Wang, Xiaoqiang 4 Wu, Zhongming 4 Yuan, Xiaoming 4 Zhang, Xinzhen 3 Boţ, Radu Ioan 3 Chang, Shih Yu 3 Chen, Jiawei 3 Chen, Yannan 3 Dvinskikh, Darina 3 Gao, Quanxue 3 Gao, Xinbo 3 Han, Deren 3 He, Xin 3 Kanno, Yoshihiro 3 Kovalev, Dmitry P. 3 Li, Ben-Zheng 3 Li, Nian 3 Lin, Zhouchen 3 Ling, Chen 3 Lu, Jian 3 Nguyen, Dang-Khoa 3 Sun, Hongchun 3 Sun, Huaijiang 3 Wei, Yimin 3 Yang, Jianwei 3 Yang, Jinghua 3 Yang, Shudi 3 Zhang, Xiaoqian 3 Zhang, Xiongjun 3 Zuo, Wangmeng 2 Balcan, Maria-Florina 2 Banerjee, Trambak 2 Cai, Hongmin 2 Chauhan, Varsha 2 Chen, De 2 Chen, Jiazhou 2 Chen, Xiaojun 2 Chen, Yunjie 2 Chow, Tommy W. S. 2 Cui, Chunfeng 2 Deng, Hong 2 Dutta, Shantanu 2 Fan, Jicong 2 Feng, Xiangchu 2 Fercoq, Olivier 2 Gao, Kaixin 2 Ge, Zhili 2 Gillis, Nicolas 2 Gui, Guan 2 Han, Chu 2 Hao, Zhifeng 2 He, Hongjin 2 Jiang, Qingtang 2 Jiang, Tai-Xiang 2 Kou, Kit-Ian 2 Li, Fang 2 Li, Fei 2 Li, Hongwei 2 Li, Ming 2 Li, Xiumei 2 Li, Xuelong 2 Li, Yanmeng 2 Liang, Yingyu 2 Liao, Qunying 2 Liu, Jing 2 Liu, Shuai 2 Liu, Zhigui 2 Luo, Hao 2 Lv, Yibing 2 Ma, Haifeng 2 Metelev, Dmitry 2 Miao, Jifei 2 Mukherjee, Gourab 2 Ng, Michael Kwok-Po 2 Nie, Feiping 2 Peng, Xinjun 2 Ren, Zhenwen 2 Ru, Yamin 2 Sharma, Anuradha 2 Shen, Zhengwei 2 Shi, Baoli 2 Tran Dinh Quoc 2 Verhaegen, Michel 2 Wang, Haiyan 2 Wang, Qingsong 2 Wang, Yiju 2 Wang, Yong 2 Woodruff, David P. ...and 525 more Authors all top 5 Cited in 86 Serials 28 Information Sciences 11 Neural Networks 10 Journal of Scientific Computing 8 Journal of Computational and Applied Mathematics 7 SIAM Journal on Optimization 7 Journal of Industrial and Management Optimization 6 Journal of the Franklin Institute 6 Numerical Algorithms 6 Mathematical Problems in Engineering 5 Pattern Recognition 5 Journal of Mathematical Imaging and Vision 5 Computational Optimization and Applications 5 Finite Fields and their Applications 4 Discrete Mathematics 4 Applied Mathematics and Computation 4 Automatica 4 Journal of Optimization Theory and Applications 4 Machine Learning 4 Journal of Global Optimization 4 Designs, Codes and Cryptography 4 Applied Mathematical Modelling 4 International Journal of Computer Vision 4 Computational and Applied Mathematics 4 Journal of Inequalities and Applications 4 Journal of Machine Learning Research (JMLR) 4 SIAM Journal on Imaging Sciences 3 Journal of Applied Mathematics and Computing 3 Computational Management Science 2 Computers & Mathematics with Applications 2 Inverse Problems 2 Applied Mathematics and Optimization 2 Journal of the American Statistical Association 2 SIAM Journal on Matrix Analysis and Applications 2 Multidimensional Systems and Signal Processing 2 International Journal of Computer Mathematics 2 Mathematical Programming. Series A. Series B 2 Journal of Inverse and Ill-Posed Problems 2 Optimization Methods & Software 2 International Journal of Wavelets, Multiresolution and Information Processing 2 Inverse Problems and Imaging 2 Cryptography and Communications 2 Mathematical Programming Computation 2 Computer Science Review 2 Journal of Nonlinear and Variational Analysis 1 Applicable Analysis 1 Journal of Computational Physics 1 BIT 1 Calcolo 1 International Journal of Mathematics and Mathematical Sciences 1 Journal of Differential Equations 1 Mathematics of Operations Research 1 Numerische Mathematik 1 SIAM Journal on Numerical Analysis 1 Circuits, Systems, and Signal Processing 1 Applied Numerical Mathematics 1 Optimization 1 Applied Mathematics Letters 1 Neural Computation 1 Japan Journal of Industrial and Applied Mathematics 1 Linear Algebra and its Applications 1 Applicable Algebra in Engineering, Communication and Computing 1 Journal of Algebraic Combinatorics 1 Applied and Computational Harmonic Analysis 1 Turkish Journal of Mathematics 1 Advances in Computational Mathematics 1 Annals of Mathematics and Artificial Intelligence 1 Journal of Applied Statistics 1 Communications in Nonlinear Science and Numerical Simulation 1 Optimization and Engineering 1 Journal of Applied Mathematics 1 Quantum Information Processing 1 Analysis and Applications (Singapore) 1 Mathematical Biosciences and Engineering 1 Optimization Letters 1 The Annals of Applied Statistics 1 Foundations and Trends in Signal Processing 1 Mathematical Geosciences 1 Algorithms 1 Advances in Mathematical Physics 1 Symmetry 1 EURO Journal on Computational Optimization 1 JSIAM Letters 1 Annals of Applied Mathematics 1 AIMS Mathematics 1 Mathematical Foundations of Computing 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 23 Fields 96 Operations research, mathematical programming (90-XX) 86 Computer science (68-XX) 68 Numerical analysis (65-XX) 68 Information and communication theory, circuits (94-XX) 53 Statistics (62-XX) 48 Linear and multilinear algebra; matrix theory (15-XX) 14 Number theory (11-XX) 14 Calculus of variations and optimal control; optimization (49-XX) 7 Systems theory; control (93-XX) 5 Dynamical systems and ergodic theory (37-XX) 4 Functional analysis (46-XX) 3 Combinatorics (05-XX) 3 Ordinary differential equations (34-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Probability theory and stochastic processes (60-XX) 2 Geophysics (86-XX) 1 Measure and integration (28-XX) 1 Operator theory (47-XX) 1 Differential geometry (53-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mechanics of deformable solids (74-XX) 1 Quantum theory (81-XX) Citations by Year