Lei-Hong Zhang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 35

Top Topics

Linear Complementarity Problem

Canonical Correlation Analysis

Nonlinear Optimization

Top Venues

SIAM J. Matrix Anal. Appl.

J. Sci. Comput.

Publications

Lei-Hong Zhang, Shanheng Han
Convergence analysis of Lawson's iteration for the polynomial and rational minimax approximations. CoRR (2024)
Linyi Yang, Lei-Hong Zhang, Zhang Ya-Nan
-weighted dual programming of the linear Chebyshev approximation and an interior-point method. Adv. Comput. Math. 50 (4) (2024)
Ren-Cang Li, Ninoslav Truhar, Lei-Hong Zhang
On Stewart's Perturbation Theorem for SVD. CoRR (2024)
Lei-Hong Zhang, Ren-Cang Li
Quality of Approximate Balanced Truncation. CoRR (2024)
Lei-Hong Zhang, Ya-Nan Zhang, Linyi Yang, Yifu Wu
Multivariate confluent Vandermonde with G-Arnoldi and applications. CoRR (2024)
Linyi Yang, Lei-Hong Zhang, Ya-Nan Zhang
-weighted dual programming of the linear Chebyshev approximation and an interior-point method. CoRR (2023)
Li Wang, Lei-Hong Zhang, Ren-Cang Li
Trace ratio optimization with an application to multi-view learning. Math. Program. 201 (1) (2023)
Yunlong Wang, Chungen Shen, Lei-Hong Zhang, Wei Hong Yang
Proximal Gradient/Semismooth Newton Methods for Projection onto a Polyhedron via the Duality-Gap-Active-Set Strategy. J. Sci. Comput. 97 (1) (2023)
Lei-Hong Zhang, Linyi Yang, Wei Hong Yang, Ya-Nan Zhang
A convex dual programming for the rational minimax approximation and Lawson's iteration. CoRR (2023)
Lei-Hong Zhang, Li Wang, Zhaojun Bai, Ren-Cang Li
A Self-Consistent-Field Iteration for Orthogonal Canonical Correlation Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Li Wang, Lei-Hong Zhang, Ren-Cang Li
Maximizing sum of coupled traces with applications. Numerische Mathematik 152 (3) (2022)
Xijun Ma, Chungen Shen, Li Wang, Lei-Hong Zhang, Ren-Cang Li
A self-consistent-field iteration for MAXBET with an application to multi-view feature extraction. Adv. Comput. Math. 48 (2) (2022)
Li Wang, Lei-Hong Zhang, Chungen Shen, Ren-Cang Li
Orthogonal multi-view analysis by successive approximations via eigenvectors. Neurocomputing 512 (2022)
Xiaojing Jia, Xin Liang, Chungen Shen, Lei-Hong Zhang
Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method. SIAM J. Matrix Anal. Appl. 43 (2) (2022)
Lei-Hong Zhang, Xijun Ma, Chungen Shen
A Structure-Exploiting Nested Lanczos-Type Iteration for the Multiview Canonical Correlation Analysis. SIAM J. Sci. Comput. 43 (4) (2021)
Chungen Shen, Yunlong Wang, Wenjuan Xue, Lei-Hong Zhang
An accelerated active-set algorithm for a quadratic semidefinite program with general constraints. Comput. Optim. Appl. 78 (1) (2021)
Li Wang, Lei-Hong Zhang, Ren-Cang Li
Trace Ratio Optimization with an Application to Multi-view Learning. CoRR (2021)
Xin Liang, Li Wang, Lei-Hong Zhang, Ren-Cang Li
On Generalizing Trace Minimization. CoRR (2021)
Chungen Shen, Wenjuan Xue, Lei-Hong Zhang, Baiyun Wang
Regularized Optimization Problems with Box Constraints. J. Sci. Comput. 85 (3) (2020)
Li Wang, Lei-Hong Zhang, Chungen Shen, Ren-Cang Li
Uncorrelated Semi-paired Subspace Learning. CoRR (2020)
Li Wang, Lei-Hong Zhang, Chungen Shen, Ren-Cang Li
Orthogonal Multi-view Analysis by Successive Approximations via Eigenvectors. CoRR (2020)
Yiding Lin, Xiang Wang, Lei-Hong Zhang
Solving Symmetric and Positive Definite Second-Order Cone Linear Complementarity Problem by A Rational Krylov Subspace Method. CoRR (2020)
Lei-Hong Zhang, Wei Hong Yang, Chungen Shen, Jiaqi Ying
An Eigenvalue-Based Method for the Unbalanced Procrustes Problem. SIAM J. Matrix Anal. Appl. 41 (3) (2020)
Li Wang, Lei-Hong Zhang, Zhaojun Bai, Ren-Cang Li
Orthogonal canonical correlation analysis and applications. Optim. Methods Softw. 35 (4) (2020)
Yun Yu, Lei-Hong Zhang, Shuqin Zhang
Simultaneous clustering of multiview biomedical data using manifold optimization. Bioinform. 35 (20) (2019)
Xiang Wang, Xing Li, Lei-Hong Zhang, Ren-Cang Li
An Efficient Numerical Method for the Symmetric Positive Definite Second-Order Cone Linear Complementarity Problem. J. Sci. Comput. 79 (3) (2019)
Lei-Hong Zhang, Li Wang, Zhaojun Bai, Ren-Cang Li
A Self-consistent-field Iteration for Orthogonal Canonical Correlation Analysis. CoRR (2019)
Yangyang Shi, Lei-Hong Zhang, Wenxing Zhu
A review of "linear programming computation" by Ping-Qi Pan. Eur. J. Oper. Res. 267 (3) (2018)
Lei-Hong Zhang, Chungen Shen, Wei Hong Yang, Joaquim João Júdice
A Lanczos Method for Large-Scale Extreme Lorentz Eigenvalue Problems. SIAM J. Matrix Anal. Appl. 39 (2) (2018)
Lei-Hong Zhang, Chungen Shen
A Nested Lanczos Method for the Trust-Region Subproblem. SIAM J. Sci. Comput. 40 (4) (2018)
Yunfeng Cai, Lei-Hong Zhang, Zhaojun Bai, Ren-Cang Li
On an Eigenvector-Dependent Nonlinear Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 39 (3) (2018)
Wei Hong Yang, Lei-Hong Zhang, Chungen Shen
On the Range of the Pseudomonotone Second-Order Cone Linear Complementarity Problem. J. Optim. Theory Appl. 173 (2) (2017)
Lei-Hong Zhang, Chungen Shen, Ren-Cang Li
On the Generalized Lanczos Trust-Region Method. SIAM J. Optim. 27 (3) (2017)
Chungen Shen, Lei-Hong Zhang, Wei Liu
A stabilized filter SQP algorithm for nonlinear programming. J. Glob. Optim. 65 (4) (2016)
Chungen Shen, Lei-Hong Zhang, Wei Hong Yang
A Filter Active-Set Algorithm for Ball/Sphere Constrained Optimization Problem. SIAM J. Optim. 26 (3) (2016)
Lei-Hong Zhang, Wei Hong Yang, Chungen Shen, Ren-Cang Li
A Krylov Subspace Method for Large-Scale Second-Order Cone Linear Complementarity Problem. SIAM J. Sci. Comput. 37 (4) (2015)
Ren-Cang Li, Lei-Hong Zhang
Convergence of the block Lanczos method for eigenvalue clusters. Numerische Mathematik 131 (1) (2015)
Lei-Hong Zhang, Wei Hong Yang, Li-Zhi Liao
A note on the trace quotient problem. Optim. Lett. 8 (5) (2014)
Lei-Hong Zhang, Jungong Xue, Ren-Cang Li
Rayleigh-Ritz Approximation For the Linear Response Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 35 (2) (2014)
Lei-Hong Zhang, Wei Hong Yang
An efficient algorithm for second-order cone linear complementarity problems. Math. Comput. 83 (288) (2014)
Chungen Shen, Lei-Hong Zhang, Bo Wang, Wenqiong Shao
Global and local convergence of a nonmonotone SQP method for constrained nonlinear optimization. Comput. Optim. Appl. 59 (3) (2014)
Lei-Hong Zhang
On a self-consistent-field-like iteration for maximizing the sum of the Rayleigh quotients. J. Comput. Appl. Math. 257 (2014)
Lei-Hong Zhang, Wei Hong Yang
An Efficient Matrix Splitting Method for the Second-Order Cone Complementarity Problem. SIAM J. Optim. 24 (3) (2014)
Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng
Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis. J. Optim. Theory Appl. 157 (3) (2013)
Lei-Hong Zhang
On optimizing the sum of the Rayleigh quotient and the generalized Rayleigh quotient on the unit sphere. Comput. Optim. Appl. 54 (1) (2013)
Lei-Hong Zhang, Li-Zhi Liao
An alternating variable method for the maximal correlation problem. J. Glob. Optim. 54 (1) (2012)
Michael K. Ng, Li-Zhi Liao, Lei-Hong Zhang
On sparse linear discriminant analysis algorithm for high-dimensional data classification. Numer. Linear Algebra Appl. 18 (2) (2011)
Lei-Hong Zhang, Li-Zhi Liao, Li-Ming Sun
Towards the global solution of the maximal correlation problem. J. Glob. Optim. 49 (1) (2011)
Lei-Hong Zhang
Uncorrelated trace ratio linear discriminant analysis for undersampled problems. Pattern Recognit. Lett. 32 (3) (2011)
Lei-Hong Zhang
Riemannian Newton Method for the Multivariate Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 31 (5) (2010)
Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng
Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis. SIAM J. Matrix Anal. Appl. 31 (4) (2010)