Li-Zhi Liao

52 papers B 1C 1Journal 49Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization.
IEEE Trans. Knowl. Data Eng.
Liangshao Hou, Delin Chu, Li-Zhi Liao
2024 J jnl
Novel Continuous- and Discrete-Time Neural Networks for Solving Quadratic Minimax Problems With Linear Equality Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Xingbao Gao, Li-Zhi Liao
2023 J jnl
A Progressive Hierarchical Alternating Least Squares Method for Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Pattern Anal. Mach. Intell.
Liangshao Hou, Delin Chu, Li-Zhi Liao
2022 J jnl
An Interior Point Parameterized Central Path Following Algorithm for Linearly Constrained Convex Programming.
J. Sci. Comput.
Liangshao Hou, Xun Qian, Li-Zhi Liao, Jie Sun
2020 J jnl
A strategy of global convergence for the affine scaling algorithm for convex semidefinite programming.
Math. Program.
Xun Qian, Li-Zhi Liao, Jie Sun
2018 C conf
Generalized Affine Scaling Trajectory Analysis for Linearly Constrained Convex Programming.
ISNN
Xun Qian, Li-Zhi Liao
2018 J jnl
Multi-Instance Dimensionality Reduction via Sparsity and Orthogonality.
Neural Comput.
Hong Zhu, Li-Zhi Liao, Michael K. Ng
2018 J jnl
Multiple graphs clustering by gradient flow method.
J. Frankl. Inst.
Hong Zhu, Chuan Chen, Li-Zhi Liao, Michael K. Ng
2018 J jnl
Quadratic two-stage stochastic optimization with coherent measures of risk.
Math. Program.
Jie Sun, Li-Zhi Liao, Brian Rodrigues
2018 J jnl
The Convergent Generalized Central Paths for Linearly Constrained Convex Programming.
SIAM J. Optim.
Xun Qian, Li-Zhi Liao, Jie Sun, Hong Zhu
2017 J jnl
A Novel Neural Network for Generally Constrained Variational Inequalities.
IEEE Trans. Neural Networks Learn. Syst.
Xingbao Gao, Li-Zhi Liao
2017 J jnl
Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method.
J. Sci. Comput.
Hong Zhu, Xiaowei Zhang, Delin Chu, Li-Zhi Liao
2016 J jnl
Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data.
SIAM J. Sci. Comput.
Xiaowei Zhang, Li Cheng, Delin Chu, Li-Zhi Liao, Michael K. Ng, Roger C. E. Tan
2015 J jnl
Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons.
IEEE Trans. Neural Networks Learn. Syst.
Delin Chu, Li-Zhi Liao, Michael Kwok-Po Ng, Xiaoyan Wang
2014 J jnl
A Study of the Dual Affine Scaling Continuous Trajectories for Linear Programming.
J. Optim. Theory Appl.
Li-Zhi Liao
2014 J jnl
A note on the trace quotient problem.
Optim. Lett.
Lei-Hong Zhang, Wei Hong Yang, Li-Zhi Liao
2013 J jnl
Inexact Alternating Direction Methods of Multipliers with Logarithmic-Quadratic Proximal Regularization.
J. Optim. Theory Appl.
Min Li, Li-Zhi Liao, Xiao-Ming Yuan
2013 J jnl
Sparse Canonical Correlation Analysis: New Formulation and Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell.
Delin Chu, Li-Zhi Liao, Michael K. Ng, Xiaowei Zhang
2013 J jnl
Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis.
J. Optim. Theory Appl.
Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng
2012 J jnl
An alternating variable method for the maximal correlation problem.
J. Glob. Optim.
Lei-Hong Zhang, Li-Zhi Liao
2012 J jnl
Proximal-like contraction methods for monotone variational inequalities in a unified framework I: Effective quadruplet and primary methods.
Comput. Optim. Appl.
Bingsheng He, Li-Zhi Liao, Xiang Wang
2012 J jnl
Proximal-like contraction methods for monotone variational inequalities in a unified framework II: general methods and numerical experiments.
Comput. Optim. Appl.
Bingsheng He, Li-Zhi Liao, Xiang Wang
2012 J jnl
Regularized orthogonal linear discriminant analysis.
Pattern Recognit.
Wai-Ki Ching, Delin Chu, Li-Zhi Liao, Xiaoyan Wang
2012 J jnl
Sparse Orthogonal Linear Discriminant Analysis.
SIAM J. Sci. Comput.
Delin Chu, Li-Zhi Liao, Michael K. Ng
2011 J jnl
On sparse linear discriminant analysis algorithm for high-dimensional data classification.
Numer. Linear Algebra Appl.
Michael K. Ng, Li-Zhi Liao, Lei-Hong Zhang
2011 J jnl
Stability and Convergence Analysis for a Class of Neural Networks.
IEEE Trans. Neural Networks
Xing-Bao Gao, Li-Zhi Liao
2011 J jnl
Towards the global solution of the maximal correlation problem.
J. Glob. Optim.
Lei-Hong Zhang, Li-Zhi Liao, Li-Ming Sun
2010 J jnl
A new one-layer neural network for linear and quadratic programming.
IEEE Trans. Neural Networks
Xing-Bao Gao, Li-Zhi Liao
2010 J jnl
Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis.
SIAM J. Matrix Anal. Appl.
Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng
2010 B conf
Interior point based continuous methods for linear programming.
IJCNN
Li-Zhi Liao
2010 J jnl
Steplengths in the extragradient type methods.
J. Comput. Appl. Math.
Xiang Wang, Bingsheng He, Li-Zhi Liao
2009 J jnl
A New Projection-Based Neural Network for Constrained Variational Inequalities.
IEEE Trans. Neural Networks
Xing-Bao Gao, Li-Zhi Liao
2008 J jnl
A modified descent method for co-coercive variational inequalities.
Eur. J. Oper. Res.
Min Li, Li-Zhi Liao, Xiao-Ming Yuan
2008 J jnl
Projected Pseudotransient Continuation.
SIAM J. Numer. Anal.
C. T. Kelley, Li-Zhi Liao, Liqun Qi, Moody T. Chu, Jill P. Reese, C. Winton
2007 J jnl
Convergence analysis of the Levenberg-Marquardt method.
Optim. Methods Softw.
Xinlong Luo, Li-Zhi Liao, Hon Wah Tam
2006 J jnl
A Novel Neural Network for a Class of Convex Quadratic Minimax Problems.
Neural Comput.
Xing-Bao Gao, Li-Zhi Liao
2005 J jnl
A Gradient-based Continuous Method for Large-scale Optimization Problems.
J. Glob. Optim.
Li-Zhi Liao, Liqun Qi, Hon Wah Tam
2005 J jnl
A novel neural network for variational inequalities with linear and nonlinear constraints.
IEEE Trans. Neural Networks
Xing-Bao Gao, Li-Zhi Liao, Liqun Qi
2004 J jnl
A neural network for a class of convex quadratic minimax problems with constraints.
IEEE Trans. Neural Networks
Xing-Bao Gao, Li-Zhi Liao, Weimin Xue
2004 J jnl
Neurodynamical Optimization.
J. Glob. Optim.
Li-Zhi Liao, Houduo Qi, Liqun Qi
2004 J jnl
On Restart Procedures for the Conjugate Gradient Method.
Numer. Algorithms
Yu-Hong Dai, Li-Zhi Liao, Duan Li
2003 J jnl
Self-adaptive operator splitting methods for monotone variational inequalities.
Numerische Mathematik
Bingsheng He, Li-Zhi Liao, Shengli Wang
2002 J jnl
A Globally Convergent and Efficient Method for Unconstrained Discrete-Time Optimal Control.
J. Glob. Optim.
Chi-Kong Ng, Li-Zhi Liao, Duan Li
2002 J jnl
A new inexact alternating directions method for monotone variational inequalities.
Math. Program.
Bingsheng He, Li-Zhi Liao, Deren Han, Hai Yang
2002 J jnl
Adaptive differential dynamic programming for multiobjective optimal control.
Autom.
Li-Zhi Liao, Duan Li
2001 J jnl
Stability Analysis of Gradient-Based Neural Networks for Optimization Problems.
J. Glob. Optim.
Qiaoming Han, Li-Zhi Liao, Houduo Qi, Liqun Qi
2000 J jnl
A Smoothing Newton Method for General Nonlinear Complementarity Problems.
Comput. Optim. Appl.
Houduo Qi, Li-Zhi Liao
2000 J jnl
Successive method for general multiple linear-quadratic control problem in discrete time.
IEEE Trans. Autom. Control.
Li-Zhi Liao, Duan Li
1999 J jnl
A Recurrent Neural Network for N-Stage Optimal Control Problems.
Neural Process. Lett.
Li-Zhi Liao
1999 J jnl
A Smoothing Newton Method for Extended Vertical Linear Complementarity Problems.
SIAM J. Matrix Anal. Appl.
Houduo Qi, Li-Zhi Liao
1993 — conf
A Parallel Clustered Dynamic Programming Algorithm for Discrete Time Optimal Control Problems.
PPSC
Li-Zhi Liao, Christine A. Shoemaker
1993 J jnl
Parallel Processing of Large Scale Discrete-Time Unconstrained Differential Dynamic Programming.
Parallel Comput.
Hugh M. Caffey, Li-Zhi Liao, Christine A. Shoemaker