Hongjin He

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 36

Top Topics

Convex Minimization

Convex Programs

Minimization Problems

Top Venues

J. Sci. Comput.

J. Glob. Optim.

Comput. Optim. Appl.

Publications

Yingxin Zhou, Hongjin He, Linan Zhang
A Proximal Alternating Direction Method of Multipliers for DC Programming with Structured Constraints. J. Sci. Comput. 99 (3) (2024)
Zhiyuan Zhang, Chen Ling, Hongjin He, Liqun Qi
A tensor train approach for internet traffic data completion. Ann. Oper. Res. 339 (3) (2024)
Chenjian Pan, Chen Ling, Hongjin He, Liqun Qi, Yanwei Xu
"Sparse + Low-Rank" tensor completion approach for recovering images and videos. Signal Process. Image Commun. 127 (2024)
Yunfei Qu, Hongjin He, Deren Han
A Partially Inertial Customized Douglas-Rachford Splitting Method for a Class of Structured Optimization Problems. J. Sci. Comput. 98 (1) (2024)
Chenjian Pan, Chen Ling, Hongjin He, Liqun Qi, Yanwei Xu
A low-rank and sparse enhanced Tucker decomposition approach for tensor completion. Appl. Math. Comput. 465 (2024)
Fan Jiang, Zhiyuan Zhang, Hongjin He
Solving saddle point problems: a landscape of primal-dual algorithm with larger stepsizes. J. Glob. Optim. 85 (4) (2023)
Xiaofan Lu, Linan Zhang, Hongjin He
optimization. CoRR (2023)
Kai Wang, Jintao Yu, Hongjin He
A partially inexact generalized primal-dual hybrid gradient method for saddle point problems with bilinear couplings. J. Appl. Math. Comput. 69 (5) (2023)
Chih-Sheng Chuang, Hongjin He, Zhiyuan Zhang
A unified Douglas-Rachford algorithm for generalized DC programming. J. Glob. Optim. 82 (2) (2022)
Hongjin He, Chen Ling, Wenhui Xie
Tensor Completion via A Generalized Transformed Tensor T-Product Decomposition Without t-SVD. J. Sci. Comput. 93 (2) (2022)
Haibin Chen, Hongjin He, Yiju Wang, Guanglu Zhou
An efficient alternating minimization method for fourth degree polynomial optimization. J. Glob. Optim. 82 (1) (2022)
Zhiyuan Zhang, Hongjin He
A customized low-rank prior model for structured cartoon-texture image decomposition. Signal Process. Image Commun. 96 (2021)
Xiaoyu Mao, Hongjin He, Hong-Kun Xu
A partially proximal linearized alternating minimization method for finding Dantzig selectors. Comput. Appl. Math. 40 (2) (2021)
Xueli Bai, Hongjin He, Chen Ling, Guanglu Zhou
A nonnegativity preserving algorithm for multilinear systems with nonsingular M-tensors. Numer. Algorithms 87 (3) (2021)
Chenjian Pan, Chen Ling, Hongjin He, Liqun Qi, Yanwei Xu
A DCT-based Tensor Completion Approach for Recovering Color Images and Videos from Highly Undersampled Data. CoRR (2021)
Hongjin He, Xueli Bai, Chen Ling, Guanglu Zhou
An index detecting algorithm for a class of TCP(A, q) equipped with nonsingular M-tensors. J. Comput. Appl. Math. 394 (2021)
Chenjian Pan, Chen Ling, Hongjin He, Liqun Qi, Yanwei Xu
Low-Rank and Sparse Enhanced Tucker Decomposition for Tensor Completion. CoRR (2020)
Liyun Ling, Chen Ling, Hongjin He
Generalized Tensor Complementarity Problems Over a Polyhedral Cone. Asia Pac. J. Oper. Res. 37 (4) (2020)
Kai Wang, Hongjin He
A Double Extrapolation Primal-Dual Algorithm for Saddle Point Problems. J. Sci. Comput. 85 (2) (2020)
Jiawei Chen, Yiyun Wang, Hongjin He, Yibing Lv
Convergence analysis of positive-indefinite proximal ADMM with a Glowinski's relaxation factor. Numer. Algorithms 83 (4) (2020)
Weijie Yan, Chen Ling, Liyun Ling, Hongjin He
Generalized tensor equations with leading structured tensors. Appl. Math. Comput. 361 (2019)
Hongjin He, Liusheng Hou, Hong-Kun Xu
Correction to: A partially isochronous splitting algorithm for three-block separable convex minimization problems. Adv. Comput. Math. 44 (4) (2018)
Hongjin He, Liusheng Hou, Hong-Kun Xu
A partially isochronous splitting algorithm for three-block separable convex minimization problems. Adv. Comput. Math. 44 (4) (2018)
Hongjin He, Chen Ling, Liqun Qi, Guanglu Zhou
A Globally and Quadratically Convergent Algorithm for Solving Multilinear Systems with ℳ-tensors. J. Sci. Comput. 76 (3) (2018)
Chen Ling, Hongjin He, Liqun Qi
Improved approximation results on standard quartic polynomial optimization. Optim. Lett. 11 (8) (2017)
Kai Wang, Jitamitra Desai, Hongjin He
A proximal partially parallel splitting method for separable convex programs. Optim. Methods Softw. 32 (1) (2017)
Hongjin He, Chen Ling, Hong-Kun Xu
-norm Regularized Split Feasibility Problem. J. Sci. Comput. 67 (1) (2016)
Hongjin He, Deren Han
A distributed Douglas-Rachford splitting method for multi-block convex minimization problems. Adv. Comput. Math. 42 (1) (2016)
Chen Ling, Hongjin He, Liqun Qi
Higher-degree eigenvalue complementarity problems for tensors. Comput. Optim. Appl. 64 (1) (2016)
Hongjin He, Jitamitra Desai, Kai Wang
A primal-dual prediction-correction algorithm for saddle point optimization. J. Glob. Optim. 66 (3) (2016)
Liusheng Hou, Hongjin He, Junfeng Yang
A partially parallel splitting method for multiple-block separable convex programming with applications to robust PCA. Comput. Optim. Appl. 63 (1) (2016)
Chen Ling, Hongjin He, Liqun Qi
On the cone eigenvalue complementarity problem for higher-order tensors. Comput. Optim. Appl. 63 (1) (2016)
Hongjin He, Xingju Cai, Deren Han
A fast splitting method tailored for Dantzig selector. Comput. Optim. Appl. 62 (2) (2015)
Kai Wang, Jitamitra Desai, Hongjin He
A note on augmented Lagrangian-based parallel splitting method. Optim. Lett. 9 (6) (2015)
Hongjin He, Chen Ling, Hong-Kun Xu
A Relaxed Projection Method for Split Variational Inequalities. J. Optim. Theory Appl. 166 (1) (2015)
Hongjin He, Xingju Cai, Deren Han
A class of nonlinear proximal point algorithms for variational inequality problems. Int. J. Comput. Math. 92 (7) (2015)
Deren Han, Hongjin He, Lingling Xu
A proximal parallel splitting method for minimizing sum of convex functions with linear constraints. J. Comput. Appl. Math. 256 (2014)
Deren Han, Hongjin He, Hai Yang, Xiaoming Yuan
A customized Douglas-Rachford splitting algorithm for separable convex minimization with linear constraints. Numerische Mathematik 127 (1) (2014)
Chen Ling, Guifeng Wang, Hongjin He
A new Levenberg-Marquardt type algorithm for solving nonsmooth constrained equations. Appl. Math. Comput. 229 (2014)
Gang Qian, Hongjin He, Deren Han
A Progressive equilibration Algorithm for General Market equilibrium Problems under Constraints. Asia Pac. J. Oper. Res. 30 (3) (2013)
Hongjin He, Deren Han, Wenyu Sun, Yannan Chen
A hybrid splitting method for variational inequality problems with separable structure. Optim. Methods Softw. 28 (4) (2013)
Hongjin He, Deren Han, Zhibao Li
Some projection methods with the BB step sizes for variational inequalities. J. Comput. Appl. Math. 236 (9) (2012)