Riemannian Newton Method for the Multivariate Eigenvalue Problem. - Lei-Hong Zhang (SIAM J. Matrix Anal. Appl., 2010)

Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis. - Lei-Hong Zhang; Li-Zhi Liao; Michael K. Ng 001 (SIAM J. Matrix Anal. Appl., 2010)

Towards the global solution of the maximal correlation problem. - Lei-Hong Zhang; Li-Zhi Liao; Li-Ming Sun (J. Glob. Optim., 2011)

On sparse linear discriminant analysis algorithm for high-dimensional data classification. - Michael K. Ng 001; Li-Zhi Liao; Lei-Hong Zhang (Numer. Linear Algebra Appl., 2011)

Uncorrelated trace ratio linear discriminant analysis for undersampled problems. - Lei-Hong Zhang (Pattern Recognit. Lett., 2011)

An alternating variable method for the maximal correlation problem. - Lei-Hong Zhang; Li-Zhi Liao (J. Glob. Optim., 2012)

On optimizing the sum of the Rayleigh quotient and the generalized Rayleigh quotient on the unit sphere. - Lei-Hong Zhang (Comput. Optim. Appl., 2013)

Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis. - Lei-Hong Zhang; Li-Zhi Liao; Michael K. Ng 001 (J. Optim. Theory Appl., 2013)

Global and local convergence of a nonmonotone SQP method for constrained nonlinear optimization. - Chungen Shen; Lei-Hong Zhang; Bo Wang; Wenqiong Shao (Comput. Optim. Appl., 2014)

On a self-consistent-field-like iteration for maximizing the sum of the Rayleigh quotients. - Lei-Hong Zhang (J. Comput. Appl. Math., 2014)

An efficient algorithm for second-order cone linear complementarity problems. - Lei-Hong Zhang; Wei Hong Yang (Math. Comput., 2014)

A note on the trace quotient problem. - Lei-Hong Zhang; Wei Hong Yang; Li-Zhi Liao (Optim. Lett., 2014)

An Efficient Matrix Splitting Method for the Second-Order Cone Complementarity Problem. - Lei-Hong Zhang; Wei Hong Yang (SIAM J. Optim., 2014)

Rayleigh-Ritz Approximation For the Linear Response Eigenvalue Problem. - Lei-Hong Zhang; Jungong Xue; Ren-Cang Li (SIAM J. Matrix Anal. Appl., 2014)

Convergence of the block Lanczos method for eigenvalue clusters. - Ren-Cang Li; Lei-Hong Zhang (Numerische Mathematik, 2015)

A Krylov Subspace Method for Large-Scale Second-Order Cone Linear Complementarity Problem. - Lei-Hong Zhang; Wei Hong Yang; Chungen Shen; Ren-Cang Li (SIAM J. Sci. Comput., 2015)

A stabilized filter SQP algorithm for nonlinear programming. - Chungen Shen; Lei-Hong Zhang; Wei Liu (J. Glob. Optim., 2016)

A Filter Active-Set Algorithm for Ball/Sphere Constrained Optimization Problem. - Chungen Shen; Lei-Hong Zhang; Wei Hong Yang (SIAM J. Optim., 2016)

On the Range of the Pseudomonotone Second-Order Cone Linear Complementarity Problem. - Wei Hong Yang; Lei-Hong Zhang; Chungen Shen (J. Optim. Theory Appl., 2017)

On the Generalized Lanczos Trust-Region Method. - Lei-Hong Zhang; Chungen Shen; Ren-Cang Li (SIAM J. Optim., 2017)

A review of "linear programming computation" by Ping-Qi Pan. - Yangyang Shi; Lei-Hong Zhang; Wenxing Zhu (Eur. J. Oper. Res., 2018)

On an Eigenvector-Dependent Nonlinear Eigenvalue Problem. - Yunfeng Cai; Lei-Hong Zhang; Zhaojun Bai; Ren-Cang Li (SIAM J. Matrix Anal. Appl., 2018)

A Lanczos Method for Large-Scale Extreme Lorentz Eigenvalue Problems. - Lei-Hong Zhang; Chungen Shen; Wei Hong Yang; Joaquim João Júdice (SIAM J. Matrix Anal. Appl., 2018)

A Nested Lanczos Method for the Trust-Region Subproblem. - Lei-Hong Zhang; Chungen Shen (SIAM J. Sci. Comput., 2018)

Simultaneous clustering of multiview biomedical data using manifold optimization. - Yun Yu; Lei-Hong Zhang; Shuqin Zhang (Bioinform., 2019)

An Efficient Numerical Method for the Symmetric Positive Definite Second-Order Cone Linear Complementarity Problem. - Xiang Wang; Xing Li; Lei-Hong Zhang; Ren-Cang Li (J. Sci. Comput., 2019)

Solving Symmetric and Positive Definite Second-Order Cone Linear Complementarity Problem by A Rational Krylov Subspace Method. - Yiding Lin; Xiang Wang; Lei-Hong Zhang (CoRR, 2020)

Uncorrelated Semi-paired Subspace Learning. - Li Wang 033; Lei-Hong Zhang; Chungen Shen; Ren-Cang Li (CoRR, 2020)

An Active-Set Proximal-Newton Algorithm for ℓ 1 Regularized Optimization Problems with Box Constraints. - Chungen Shen; Wenjuan Xue; Lei-Hong Zhang; Baiyun Wang (J. Sci. Comput., 2020)

Orthogonal canonical correlation analysis and applications. - Li Wang 033; Lei-Hong Zhang; Zhaojun Bai; Ren-Cang Li (Optim. Methods Softw., 2020)

An Eigenvalue-Based Method for the Unbalanced Procrustes Problem. - Lei-Hong Zhang; Wei Hong Yang; Chungen Shen; Jiaqi Ying (SIAM J. Matrix Anal. Appl., 2020)

An accelerated active-set algorithm for a quadratic semidefinite program with general constraints. - Chungen Shen; Yunlong Wang; Wenjuan Xue; Lei-Hong Zhang (Comput. Optim. Appl., 2021)

On Generalizing Trace Minimization. - Xin Liang 004; Li Wang 033; Lei-Hong Zhang; Ren-Cang Li (CoRR, 2021)

A Structure-Exploiting Nested Lanczos-Type Iteration for the Multiview Canonical Correlation Analysis. - Lei-Hong Zhang; Xijun Ma; Chungen Shen (SIAM J. Sci. Comput., 2021)

A self-consistent-field iteration for MAXBET with an application to multi-view feature extraction. - Xijun Ma; Chungen Shen; Li Wang 033; Lei-Hong Zhang; Ren-Cang Li (Adv. Comput. Math., 2022)

Orthogonal multi-view analysis by successive approximations via eigenvectors. - Li Wang 033; Lei-Hong Zhang; Chungen Shen; Ren-Cang Li (Neurocomputing, 2022)

Maximizing sum of coupled traces with applications. - Li Wang 033; Lei-Hong Zhang; Ren-Cang Li (Numerische Mathematik, 2022)

A Self-Consistent-Field Iteration for Orthogonal Canonical Correlation Analysis. - Lei-Hong Zhang; Li Wang 033; Zhaojun Bai; Ren-Cang Li (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method. - Xiaojing Jia; Xin Liang 004; Chungen Shen; Lei-Hong Zhang (SIAM J. Matrix Anal. Appl., 2022)

A convex dual programming for the rational minimax approximation and Lawson's iteration. - Lei-Hong Zhang; Linyi Yang; Wei Hong Yang; Ya-Nan Zhang (CoRR, 2023)

The Lq-weighted dual programming of the linear Chebyshev approximation and an interior-point method. - Linyi Yang; Lei-Hong Zhang; Ya-Nan Zhang (CoRR, 2023)

Trace ratio optimization with an application to multi-view learning. - Li Wang 033; Lei-Hong Zhang; Ren-Cang Li (Math. Program., 2023)

Proximal Gradient/Semismooth Newton Methods for Projection onto a Polyhedron via the Duality-Gap-Active-Set Strategy. - Yunlong Wang; Chungen Shen; Lei-Hong Zhang; Wei Hong Yang (J. Sci. Comput., 2023)

Convergence analysis of Lawson's iteration for the polynomial and rational minimax approximations. - Lei-Hong Zhang; Shanheng Han (CoRR, 2024)

Multivariate confluent Vandermonde with G-Arnoldi and applications. - Lei-Hong Zhang; Ya-Nan Zhang; Linyi Yang; Yifu Wu (CoRR, 2024)

Quality of Approximate Balanced Truncation. - Lei-Hong Zhang; Ren-Cang Li (CoRR, 2024)

On Stewart's Perturbation Theorem for SVD. - Ren-Cang Li; Ninoslav Truhar; Lei-Hong Zhang (CoRR, 2024)

A convex dual problem for the rational minimax approximation and Lawson's iteration. - Lei-Hong Zhang; Linyi Yang; Wei Hong Yang; Ya-Nan Zhang (Math. Comput., 2024)

The Lq-weighted dual programming of the linear Chebyshev approximation and an interior-point method. - Linyi Yang; Lei-Hong Zhang; Zhang Ya-Nan (Adv. Comput. Math., 2024)

Robust tensor recovery via a nonconvex approach with ket augmentation and auto-weighted strategy. - Wenhui Xie; Chen Ling 001; Hongjin He; Lei-Hong Zhang (Numer. Linear Algebra Appl., 2024)

b-d-Lawson: a method for the interpolation constrained rational minimax approximation. - Lei-Hong Zhang; Ya-Nan Zhang (CoRR, 2025)

An NEPv Approach for Feature Selection via Orthogonal OCCA with the (2,1)-norm Regularization. - Li Wang 033; Lei-Hong Zhang; Ren-Cang Li (CoRR, 2025)

A Nonmonotone Active-Set Semismooth Newton Method for Matrix Approximation with Group Regularization. - Chungen Shen; Wei Hong Yang; Zhensheng Yu; Lei-Hong Zhang (J. Sci. Comput., 2025)

A Minimal Perturbation Approach For The Rectangular Multiparameter Eigenvalue Problem. - Shanheng Han; Lei-Hong Zhang; Ren-Cang Li (CoRR, 2025)

Rational minimax approximation of matrix-valued functions. - Lei-Hong Zhang; Ya-Nan Zhang; Chenkun Zhang; Shanheng Han (CoRR, 2025)