A Parallel Clustered Dynamic Programming Algorithm for Discrete Time Optimal Control Problems. - Li-Zhi Liao; Christine A. Shoemaker (PPSC, 1993)

Parallel Processing of Large Scale Discrete-Time Unconstrained Differential Dynamic Programming. - Hugh M. Caffey; Li-Zhi Liao; Christine A. Shoemaker (Parallel Comput., 1993)

A Recurrent Neural Network for N-Stage Optimal Control Problems. - Li-Zhi Liao (Neural Process. Lett., 1999)

A Smoothing Newton Method for Extended Vertical Linear Complementarity Problems. - Houduo Qi; Li-Zhi Liao (SIAM J. Matrix Anal. Appl., 1999)

A Smoothing Newton Method for General Nonlinear Complementarity Problems. - Houduo Qi; Li-Zhi Liao (Comput. Optim. Appl., 2000)

Successive method for general multiple linear-quadratic control problem in discrete time. - Li-Zhi Liao; Duan Li 002 (IEEE Trans. Autom. Control., 2000)

Stability Analysis of Gradient-Based Neural Networks for Optimization Problems. - Qiaoming Han; Li-Zhi Liao; Houduo Qi; Liqun Qi 001 (J. Glob. Optim., 2001)

Adaptive differential dynamic programming for multiobjective optimal control. - Li-Zhi Liao; Duan Li 002 (Autom., 2002)

A Globally Convergent and Efficient Method for Unconstrained Discrete-Time Optimal Control. - Chi-Kong Ng; Li-Zhi Liao; Duan Li 002 (J. Glob. Optim., 2002)

A new inexact alternating directions method for monotone variational inequalities. - Bingsheng He; Li-Zhi Liao; Deren Han; Hai Yang 003 (Math. Program., 2002)

Self-adaptive operator splitting methods for monotone variational inequalities. - Bingsheng He; Li-Zhi Liao; Shengli Wang (Numerische Mathematik, 2003)

Neurodynamical Optimization. - Li-Zhi Liao; Houduo Qi; Liqun Qi 001 (J. Glob. Optim., 2004)

On Restart Procedures for the Conjugate Gradient Method. - Yu-Hong Dai; Li-Zhi Liao; Duan Li 002 (Numer. Algorithms, 2004)

A neural network for a class of convex quadratic minimax problems with constraints. - Xing-Bao Gao 001; Li-Zhi Liao; Weimin Xue (IEEE Trans. Neural Networks, 2004)

A Gradient-based Continuous Method for Large-scale Optimization Problems. - Li-Zhi Liao; Liqun Qi 001; Hon Wah Tam (J. Glob. Optim., 2005)

A novel neural network for variational inequalities with linear and nonlinear constraints. - Xing-Bao Gao 001; Li-Zhi Liao; Liqun Qi 001 (IEEE Trans. Neural Networks, 2005)

A Novel Neural Network for a Class of Convex Quadratic Minimax Problems. - Xing-Bao Gao 001; Li-Zhi Liao (Neural Comput., 2006)

Convergence analysis of the Levenberg-Marquardt method. - Xinlong Luo 001; Li-Zhi Liao; Hon Wah Tam (Optim. Methods Softw., 2007)

A modified descent method for co-coercive variational inequalities. - Min Li; Li-Zhi Liao; Xiao-Ming Yuan (Eur. J. Oper. Res., 2008)

Projected Pseudotransient Continuation. - C. T. Kelley; Li-Zhi Liao; Liqun Qi 001; Moody T. Chu; Jill P. Reese; C. Winton (SIAM J. Numer. Anal., 2008)

A New Projection-Based Neural Network for Constrained Variational Inequalities. - Xing-Bao Gao 001; Li-Zhi Liao (IEEE Trans. Neural Networks, 2009)

Interior point based continuous methods for linear programming. - Li-Zhi Liao (IJCNN, 2010)

Steplengths in the extragradient type methods. - Xiang Wang; Bingsheng He; Li-Zhi Liao (J. Comput. Appl. Math., 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)

A new one-layer neural network for linear and quadratic programming. - Xing-Bao Gao 001; Li-Zhi Liao (IEEE Trans. Neural Networks, 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)

Stability and Convergence Analysis for a Class of Neural Networks. - Xing-Bao Gao 001; Li-Zhi Liao (IEEE Trans. Neural Networks, 2011)

Proximal-like contraction methods for monotone variational inequalities in a unified framework I: Effective quadruplet and primary methods. - Bingsheng He; Li-Zhi Liao; Xiang Wang (Comput. Optim. Appl., 2012)

Proximal-like contraction methods for monotone variational inequalities in a unified framework II: general methods and numerical experiments. - Bingsheng He; Li-Zhi Liao; Xiang Wang (Comput. Optim. Appl., 2012)

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

Regularized orthogonal linear discriminant analysis. - Wai-Ki Ching; Delin Chu; Li-Zhi Liao; Xiaoyan Wang (Pattern Recognit., 2012)

Sparse Orthogonal Linear Discriminant Analysis. - Delin Chu; Li-Zhi Liao; Michael K. Ng 001 (SIAM J. Sci. Comput., 2012)

Inexact Alternating Direction Methods of Multipliers with Logarithmic-Quadratic Proximal Regularization. - Min Li; Li-Zhi Liao; Xiao-Ming Yuan 001 (J. Optim. Theory 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)

Sparse Canonical Correlation Analysis: New Formulation and Algorithm. - Delin Chu; Li-Zhi Liao; Michael K. Ng 001; Xiaowei Zhang 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

A Study of the Dual Affine Scaling Continuous Trajectories for Linear Programming. - Li-Zhi Liao (J. Optim. Theory Appl., 2014)

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

Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons. - Delin Chu; Li-Zhi Liao; Michael Kwok-Po Ng; Xiaoyan Wang (IEEE Trans. Neural Networks Learn. Syst., 2015)

Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data. - Xiaowei Zhang 002; Li Cheng 001; Delin Chu; Li-Zhi Liao; Michael K. Ng 001; Roger C. E. Tan (SIAM J. Sci. Comput., 2016)

Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method. - Hong Zhu 012; Xiaowei Zhang 002; Delin Chu; Li-Zhi Liao (J. Sci. Comput., 2017)

A Novel Neural Network for Generally Constrained Variational Inequalities. - Xingbao Gao 001; Li-Zhi Liao (IEEE Trans. Neural Networks Learn. Syst., 2017)

Generalized Affine Scaling Trajectory Analysis for Linearly Constrained Convex Programming. - Xun Qian; Li-Zhi Liao (ISNN, 2018)

Multiple graphs clustering by gradient flow method. - Hong Zhu 012; Chuan Chen 001; Li-Zhi Liao; Michael K. Ng 001 (J. Frankl. Inst., 2018)

Quadratic two-stage stochastic optimization with coherent measures of risk. - Jie Sun 001; Li-Zhi Liao; Brian Rodrigues (Math. Program., 2018)

Multi-Instance Dimensionality Reduction via Sparsity and Orthogonality. - Hong Zhu 012; Li-Zhi Liao; Michael K. Ng 001 (Neural Comput., 2018)

The Convergent Generalized Central Paths for Linearly Constrained Convex Programming. - Xun Qian; Li-Zhi Liao; Jie Sun 001; Hong Zhu 012 (SIAM J. Optim., 2018)

A strategy of global convergence for the affine scaling algorithm for convex semidefinite programming. - Xun Qian; Li-Zhi Liao; Jie Sun 001 (Math. Program., 2020)

An Interior Point Parameterized Central Path Following Algorithm for Linearly Constrained Convex Programming. - Liangshao Hou; Xun Qian; Li-Zhi Liao; Jie Sun 001 (J. Sci. Comput., 2022)

A Progressive Hierarchical Alternating Least Squares Method for Symmetric Nonnegative Matrix Factorization. - Liangshao Hou; Delin Chu; Li-Zhi Liao (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization. - Liangshao Hou; Delin Chu; Li-Zhi Liao (IEEE Trans. Knowl. Data Eng., 2024)

Novel Continuous- and Discrete-Time Neural Networks for Solving Quadratic Minimax Problems With Linear Equality Constraints. - Xingbao Gao 001; Li-Zhi Liao (IEEE Trans. Neural Networks Learn. Syst., 2024)