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Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean Journal article
Zhang, Hengmin, Zhao, Jiaoyan, Zhang, Bob, Gong, Chen, Qian, Jianjun, Yang, Jian. Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 3012-3026.
Authors:  ; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2024/02/22
Low-rank Representation (Lrr)  Matrix Factorization  Optimal Mean  Schatten P-norm  Subspace Clustering  
Linear Regression Problem Relaxations Solved by Nonconvex ADMM with Convergence Analysis Journal article
Zhang,Hengmin, Gao,Junbin, Qian,Jianjun, Yang,Jian, Xu,Chunyan, Zhang,Bob. Linear Regression Problem Relaxations Solved by Nonconvex ADMM with Convergence Analysis[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(2), 828 - 838.
Authors:  Zhang,Hengmin;  Gao,Junbin;  Qian,Jianjun;  Yang,Jian;  Xu,Chunyan; et al.
Favorite | TC[WOS]:10 TC[Scopus]:7  IF:8.3/7.1 | Submit date：2023/08/03
Convergence  Global Convergence Analysis  Kurdyka-łojasiewicz (Kł) Property  Linear Programming  Linear Regression  Minimization  Nonconvex Admm  Nonconvex Composite Problem  Nonsmooth Con-vex Function  Optimization  Sparse Matrices  Task Analysis  
Generalized Nonconvex Nonsmooth Low-Rank Matrix Recovery Framework With Feasible Algorithm Designs and Convergence Analysis Journal article
Zhang, Hengmin, Qian, Feng, Shi, Peng, Du, Wenli, Tang, Yang, Qian, Jianjun, Gong, Chen, Yang, Jian. Generalized Nonconvex Nonsmooth Low-Rank Matrix Recovery Framework With Feasible Algorithm Designs and Convergence Analysis[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 34(9), 5342-5353.
Authors:  Zhang, Hengmin;  Qian, Feng;  Shi, Peng;  Du, Wenli;  Tang, Yang; et al.
Favorite | TC[WOS]:18 TC[Scopus]:18  IF:10.2/10.4 | Submit date：2023/10/10
Algorithm Designs  Convergence Analysis  Low-rank Matrix Recovery  Multiple Variables  Nonconvex Alternating Direction Method Of Multiplier (Admm)  
Preparation of a novel CSM@ZIF-67 composite microsphere to facilitate Congo red adsorption from dyeing wastewater Journal article
Yan Zhao, Ning Yuan, Di Bian, Jianjun Sun, Guangsheng Qian. Preparation of a novel CSM@ZIF-67 composite microsphere to facilitate Congo red adsorption from dyeing wastewater[J]. Environmental Technology (United Kingdom), 2023, 45(11), 2225-2267.
Authors:  Yan Zhao;  Ning Yuan;  Di Bian;  Jianjun Sun;  Guangsheng Qian
Favorite | TC[WOS]:8 TC[Scopus]:6  IF:2.2/2.4 | Submit date：2023/08/03
Adsorption  Chitosan  Composite Microspheres  Congo Red Removal  Zeolitic Imidazolate Framework  
Incorporating Linear Regression Problems Into An Adaptive Framework with Feasible Optimizations Journal article
Zhang, Hengmin, Qian, Feng, Zhang, Bob, Du, Wenli, Qian, Jianjun, Yang, Jian. Incorporating Linear Regression Problems Into An Adaptive Framework with Feasible Optimizations[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25, 4041-4051.
Authors:  Zhang, Hengmin;  Qian, Feng;  Zhang, Bob;  Du, Wenli;  Qian, Jianjun; et al.
Favorite | TC[WOS]:19 TC[Scopus]:13  IF:8.4/8.0 | Submit date：2022/05/17
Linear Regression  Convex Vector And Matrix Norm  Iteratively Re-weighted Algorithm  Convergence Analysis  
Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization Conference paper
Zhang, Hengmin, Luo, Wei, Du, Wenli, Qian, Jianjun, Yang, Jian, Zhang, Bob. Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization[C]:Springer Science and Business Media Deutschland GmbH, 2021, 106-119.
Authors:  Zhang, Hengmin;  Luo, Wei;  Du, Wenli;  Qian, Jianjun;  Yang, Jian; et al.
Favorite | TC[Scopus]:1 | Submit date：2022/05/13
Low Rank Matrix Recovery  Nonconvex Rank Regularization  Convergence Analysis  Nonconve Admm  Kkt Conditions  
Image decomposition based matrix regression with applications to robust face recognition Journal article
Qian,Jianjun, Yang,Jian, Xu,Yong, Xie,Jin, Lai,Zhihui, Zhang,Bob. Image decomposition based matrix regression with applications to robust face recognition[J]. Pattern Recognition, 2020, 102, 107204.
Authors:  Qian,Jianjun;  Yang,Jian;  Xu,Yong;  Xie,Jin;  Lai,Zhihui; et al.
Favorite | TC[WOS]:17 TC[Scopus]:20  IF:7.5/7.6 | Submit date：2021/03/11
Image Decomposition  Low Rank  Matrix Regression  Pattern Classification  
Low-Rank Matrix Recovery via Modified Schatten p Norm Minimization with Convergence Guarantees Journal article
Zhang,Hengmin, Qian,Jianjun, Zhang,Bob, Yang,Jian, Gong,Chen, Wei,Yang. Low-Rank Matrix Recovery via Modified Schatten p Norm Minimization with Convergence Guarantees[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 29, 3132-3142.
Authors:  Zhang,Hengmin;  Qian,Jianjun;  Zhang,Bob;  Yang,Jian;  Gong,Chen; et al.
Favorite | TC[WOS]:48 TC[Scopus]:47  IF:10.8/12.1 | Submit date：2021/03/11
Low-rank Matrix Recovery  Modified Schatten-p Norm  Iterative Singular Value Thresholding Algorithm  Kurdyka-łojasiewicz Property  Convergence Guarantees  
Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization Journal article
Zhang,Hengmin, Gong,Chen, Qian,Jianjun, Zhang,Bob, Xu,Chunyan, Yang,Jian. Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(10), 2916-2925.
Authors:  Zhang,Hengmin;  Gong,Chen;  Qian,Jianjun;  Zhang,Bob;  Xu,Chunyan; et al.
Favorite | TC[WOS]:38 TC[Scopus]:42  IF:10.2/10.4 | Submit date：2021/03/11
Double Nonconvex Nonsmooth Rank (Nnr) Minimization  Iteratively Reweighted Singular Values Function (Svf) Algorithm  Low-rank Matrix Recovery  Nuclear Norm-based Minimization (Nnm)  
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition Journal article
Zhang, Hengmin, Yang, Jian, Xie, Jianchun, Qian, Jianjun, Zhang, Bob. Weighted sparse coding regularized nonconvex matrix regression for robust face recognition[J]. INFORMATION SCIENCES, 2017, 394–395, 1-17.
Authors:  Zhang, Hengmin;  Yang, Jian;  Xie, Jianchun;  Qian, Jianjun;  Zhang, Bob
Favorite | TC[WOS]:52 TC[Scopus]:58  IF:0/0 | Submit date：2018/10/30
Nonconvex Matrix Regression  Weighted Sparse Coding  Inexact Augmented Lagrange Multiplier Method  Face Recognition