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Keywords

Nonlinear Programming, Variational Inequalities, Tensor Optimization, Image Processing, Machine Learning

Countries

China

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Employment (3)

Ningbo University: Ningbo, Zhejiang, CN

2021-06-01 to present | Professor (School of Mathematics and Statistics)
Employment
Source: Self-asserted source
Hongjin He

Hangzhou Dianzi University: Hangzhou, Zhejiang, CN

2017-01-01 to 2021-05-23 | Associate Professor (School of Science)
Employment
Source: Self-asserted source
Hongjin He

Hangzhou Dianzi University: Hangzhou, Zhejiang, CN

2012-06-25 to 2016-12-31 | Assistant Professor (School of Science)
Employment
Source: Self-asserted source
Hongjin He

Education and qualifications (1)

Nanjing Normal University: Nanjing, Jiangsu, CN

2007-09-06 to 2012-06-20 | Ph.D. (School of Mathematical Sciences)
Education
Source: Self-asserted source
Hongjin He

Works (19)

A Unified Bregman Alternating Minimization Algorithm for Generalized DC Programs with Application to Imaging

Journal of Scientific Computing
2024-12 | Journal article
DOI: 10.1007/s10915-024-02715-x
Contributors: Hongjin He; Zhiyuan Zhang
Source: check_circle
Crossref

“Sparse + Low-Rank” tensor completion approach for recovering images and videos

Signal Processing: Image Communication
2024-09 | Journal article
DOI: 10.1016/j.image.2024.117152
Contributors: Chenjian Pan; Chen Ling; Hongjin He; Liqun Qi; Yanwei Xu
Source: check_circle
Crossref

A tensor train approach for internet traffic data completion

Annals of Operations Research
2024-08 | Journal article
DOI: 10.1007/s10479-021-04147-4
Contributors: Zhiyuan Zhang; Chen Ling; Hongjin He; Liqun Qi
Source: check_circle
Crossref

A Proximal Alternating Direction Method of Multipliers for DC Programming with Structured Constraints

Journal of Scientific Computing
2024-06 | Journal article
DOI: 10.1007/s10915-024-02550-0
Contributors: Yingxin Zhou; Hongjin He; Linan Zhang
Source: check_circle
Crossref

A low-rank and sparse enhanced Tucker decomposition approach for tensor completion

Applied Mathematics and Computation
2024-03 | Journal article
DOI: 10.1016/j.amc.2023.128432
Contributors: Chenjian Pan; Chen Ling; Hongjin He; Liqun Qi; Yanwei Xu
Source: check_circle
Crossref

Structured model selection via ℓ1−ℓ2 optimization

Inverse Problems
2024-01-01 | Journal article
DOI: 10.1088/1361-6420/ad0fad
Contributors: Xiaofan Lu; Linan Zhang; Hongjin He
Source: check_circle
Crossref

A partially inexact generalized primal-dual hybrid gradient method for saddle point problems with bilinear couplings

Journal of Applied Mathematics and Computing
2023-10 | Journal article
DOI: 10.1007/s12190-023-01899-z
Contributors: Kai Wang; Jintao Yu; Hongjin He
Source: check_circle
Crossref

Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes

Journal of Global Optimization
2023-04 | Journal article
DOI: 10.1007/s10898-022-01233-0
Contributors: Fan Jiang; Zhiyuan Zhang; Hongjin He
Source: check_circle
Crossref

A doubly sparse and low-patch-rank prior model for image restoration

Applied Mathematical Modelling
2022-12 | Journal article
DOI: 10.1016/j.apm.2022.08.020
Contributors: Hongjin He; Lulu Zhao
Source: check_circle
Crossref

Tensor Completion via A Generalized Transformed Tensor T-Product Decomposition Without t-SVD

Journal of Scientific Computing
2022-11 | Journal article
DOI: 10.1007/s10915-022-02006-3
Contributors: Hongjin He; Chen Ling; Wenhui Xie
Source: check_circle
Crossref

A unified Douglas–Rachford algorithm for generalized DC programming

Journal of Global Optimization
2022-02 | Journal article
DOI: 10.1007/s10898-021-01079-y
Contributors: Chih-Sheng Chuang; Hongjin He; Zhiyuan Zhang
Source: check_circle
Crossref

An efficient alternating minimization method for fourth degree polynomial optimization

Journal of Global Optimization
2022-01 | Journal article
DOI: 10.1007/s10898-021-01060-9
Contributors: Haibin Chen; Hongjin He; Yiju Wang; Guanglu Zhou
Source: check_circle
Crossref

A nonnegativity preserving algorithm for multilinear systems with nonsingular ${\mathcal M}$-tensors

Numerical Algorithms
2021-07-22 | Journal article
DOI: 10.1007/s11075-020-01008-2
Contributors: Xueli Bai; Hongjin He; Chen Ling; Guanglu Zhou
Source: check_circle
Crossref

On projected alternating BB methods for variational inequalities

Optimization
2021-04-03 | Journal article
DOI: 10.1080/02331934.2020.1721495
Contributors: Yunfei Qu; Wanbin Tong; Hongjin He; Yeong-Cheng Liou
Source: check_circle
Crossref

A partially proximal linearized alternating minimization method for finding Dantzig selectors

Computational and Applied Mathematics
2021-03 | Journal article
DOI: 10.1007/s40314-021-01450-5
Contributors: Xiaoyu Mao; Hongjin He; Hong-Kun Xu
Source: check_circle
Crossref

A Double Extrapolation Primal-Dual Algorithm for Saddle Point Problems

Journal of Scientific Computing
2020-11 | Journal article
DOI: 10.1007/s10915-020-01330-w
Contributors: Kai Wang; Hongjin He
Source: check_circle
Crossref

Generalized tensor equations with leading structured tensors

Applied Mathematics and Computation
2019-11 | Journal article
DOI: 10.1016/j.amc.2019.05.042
Contributors: Weijie Yan; Chen Ling; Liyun Ling; Hongjin He
Source: check_circle
Crossref

On the convergence rate of scaled gradient projection method

Optimization
2018-09-02 | Journal article
DOI: 10.1080/02331934.2018.1455833
Contributors: Xihong Yan; Kai Wang; Hongjin He
Source: check_circle
Crossref

On error bounds of polynomial complementarity problems with structured tensors

Optimization
2018-02-23 | Journal article
DOI: 10.1080/02331934.2017.1391254
Contributors: Liyun Ling; Hongjin He; Chen Ling
Source: check_circle
Crossref

Peer review (97 reviews for 35 publications/grants)

Review activity for Applied mathematics and computation. (1)
Review activity for Applied mathematics letters. (2)
Review activity for Communications in nonlinear science & numerical simulation (2)
Review activity for Computational optimization and applications. (1)
Review activity for Computational optimization and applications. (1)
Review activity for CSIAM transaction on applied mathematics. (4)
Review activity for Engineering optimization. (2)
Review activity for IEEE signal processing letters. (1)
Review activity for IEEE transactions on automation science and engineering. (1)
Review activity for IEEE transactions on big data. (1)
Review activity for IEEE transactions on emerging topics in computational intelligence. (2)
Review activity for IEEE transactions on network science and engineering. (1)
Review activity for IEEE transactions on neural networks and learning systems. (3)
Review activity for IEEE transactions on services computing. (1)
Review activity for IEEE transactions on signal processing : (2)
Review activity for IEEE/CAA journal of automatica sinica. (3)
Review activity for Journal of Applied Mathematics and Computing. (1)
Review activity for Journal of computational mathematics. (7)
Review activity for Journal of global optimization. (2)
Review activity for Journal of global optimization. (1)
Review activity for Journal of optimization theory and applications. (5)
Review activity for Journal of scientific computing. (1)
Review activity for Journal of the Operations Research Society of China. (3)
Review activity for Journal of the Operations Research Society of China. (2)
Review activity for Linear and multilinear algebra. (2)
Review activity for Mathematical methods in the applied sciences. (1)
Review activity for Mechanics based design of structures and machines. (1)
Review activity for Neural networks. (4)
Review activity for Numerical algorithms. (1)
Review activity for Numerical functional analysis and optimization. (1)
Review activity for Optimization methods & software. (10)
Review activity for Optimization. (20)
Review activity for PloS one. (3)
Review activity for The visual computer (2)
Review activity for Tsinghua Science and Technology. (2)
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