Xin Liu

发表

A note on semidefinite programming relaxations for polynomial optimization over a single sphere

Z. Wen, B. Jiang, Jiang Hu, 2016 .

A Brief Introduction to Manifold Optimization

Z. Wen, Jiang Hu, Xin Liu, 2019, Journal of the Operations Research Society of China.

On the Convergence of the Self-Consistent Field Iteration in Kohn-Sham Density Functional Theory

Ya-Xiang Yuan, Xiao Wang, Xin Liu, 2013, SIAM J. Matrix Anal. Appl..

An Efficient Gauss-Newton Algorithm for Symmetric Low-Rank Product Matrix Approximations

Yin Zhang, Xin Liu, Zaiwen Wen, 2015, SIAM J. Optim..

Trace-Penalty Minimization for Large-Scale Eigenspace Computation

Chao Yang, Yin Zhang, Xin Liu, 2016, J. Sci. Comput..

Subspace Methods for 1 Nonlinear Optimization

Ya-Xiang Yuan, Z. Wen, Xin Liu, 2020 .

A Parallel Line Search Subspace Correction Method for Composite Convex Optimization

Ya-Xiang Yuan, Z. Wen, Xin Liu, 2015 .

Linearly Constrained Nonsmooth Optimization for Training Autoencoders

Xin Liu, Wei Liu, Xiaojun Chen, 2021, SIAM J. Optim..

A class of smooth exact penalty function methods for optimization problems with orthogonality constraints

Ya-Xiang Yuan, Xin Liu, Nachuan Xiao, 2020, Optim. Methods Softw..

On the Łojasiewicz Exponent of the Quadratic Sphere Constrained Optimization Problem

Ya-Xiang Yuan, Xin Liu, Xiaojun Chen, 2016 .

On the {\L}ojasiewicz Exponent of the Quadratic Sphere Constrained Optimization Problem

Ya-Xiang Yuan, Xin Liu, Xiaojun Chen, 2016, 1611.08781.

A NEW FIRST-ORDER FRAMEWORK FOR ORTHOGONAL CONSTRAINED OPTIMIZATION PROBLEMS

Ya-Xiang Yuan, Xin Liu, Xiaojun Chen, 2016 .

A Constraint Dissolving Approach for Nonsmooth Optimization over the Stiefel Manifold

K. Toh, Xin Liu, Nachuan Xiao, 2022, 2205.10500.

Exact Penalty Function for ℓ2, 1 Norm Minimization over the Stiefel Manifold

Ya-Xiang Yuan, Xin Liu, Nachuan Xiao, 2021, SIAM J. Optim..

Constraint Dissolving Approaches for Riemannian Optimization

K. Toh, Xin Liu, Nachuan Xiao, 2022, 2203.10319.

An Improved Unconstrained Approach for Bilevel Optimization

K. Toh, Xin Liu, Nachuan Xiao, 2022, 2208.00732.

Dissolving Constraints for Riemannian Optimization

K. Toh, Xin Liu, Nachuan Xiao, 2022, Mathematics of Operations Research.

CDOpt: A Python Package for a Class of Riemannian Optimization

K. Toh, Xin Liu, Nachuan Xiao, 2022, ArXiv.

Solving Optimization Problems over the Stiefel Manifold by Smooth Exact Penalty Function

Xin Liu, Nachuan Xiao, 2021, 2110.08986.

An Improved Unconstrained Approach for Bilevel Optimization

K. Toh, Xin Liu, Nachuan Xiao, 2022, SIAM Journal on Optimization.

Subspace Methods for Nonlinear Optimization

Z. Wen, Xin Liu, Ya-Xiang Yuan, 2021 .

Globally Convergent Levenberg-Marquardt Method for Phase Retrieval

Zaiwen Wen, Chao Ma, Xin Liu, 2019, IEEE Transactions on Information Theory.

On the Nonergodic Convergence Rate of an Inexact Augmented Lagrangian Framework for Composite Convex Programming

Shiqian Ma, Ya-Feng Liu, Xin Liu, 2016, Math. Oper. Res..

Asset Allocation under the Basel Accord Risk Measures

Xiaodi Bai, Xiaoling Sun, Zaiwen Wen, 2013, 1308.1321.

An alternating minimization method for robust principal component analysis

Yuan Shen, Xin Liu, Hongyu Xu, 2018, Optim. Methods Softw..

Limited Memory Block Krylov Subspace Optimization for Computing Dominant Singular Value Decompositions

Yin Zhang, Xin Liu, Zaiwen Wen, 2013, SIAM J. Sci. Comput..

A note on semidefinite programming relaxations for polynomial optimization over a single sphere

Z. Wen, Jiang Hu, Xin Liu, 2016, Science China Mathematics.

A Partial Exact Penalty Function Approach for Constrained Optimization

K. Toh, Xin Liu, Nachuan Xiao, 2023, 2304.01467.

Constraint Dissolving Approaches for Riemannian Optimization

K. Toh, Xin Liu, Nachuan Xiao, 2022 .

Parallelizable Algorithms for Optimization Problems with Orthogonality Constraints

Bin Gao, Xin Liu, Ya-xiang Yuan, 2018, SIAM J. Sci. Comput..

CDOpt: A Python Package for a Class of Riemannian Optimization

K. Toh, Xin Liu, Nachuan Xiao, 2022, ArXiv.

A Constraint Dissolving Approach for Nonsmooth Optimization over the Stiefel Manifold

K. Toh, Xin Liu, Nachuan Xiao, 2022, 2205.10500.

A Penalty-free Infeasible Approach for a Class of Nonsmooth Optimization Problems over the Stiefel Manifold

Xin Liu, Nachuan Xiao, Ya-xiang Yuan, 2021, 2103.03514.

Multipliers Correction Methods for Optimization Problems over the Stiefel Manifold

Lei Wang, Xin Liu, Bin Gao, 2020, CSIAM Transactions on Applied Mathematics.

An Efficient Orthonormalization-Free Approach for Sparse Dictionary Learning and Dual Principal Component Pursuit

Xin Liu, Xiaoyin Hu, Xin Liu, 2020, Sensors.

Subspace Methods for Nonlinear Optimization

Xin Liu, 2021, CSIAM Transactions on Applied Mathematics.

On the Analysis of the Discretized Kohn-Sham Density Functional Theory

Michael Ulbrich, Xiao Wang, Xin Liu, 2014, SIAM J. Numer. Anal..

A Brief Introduction to Manifold Optimization

Z. Wen, Jiang Hu, Xin Liu, 2020, Journal of the Operations Research Society of China.

An Orthogonalization-Free Parallelizable Framework for All-Electron Calculations in Density Functional Theory

Bin Gao, Xin Liu, Yang Kuang, 2020, SIAM J. Sci. Comput..

A Sequential Subspace Projection Method for Linear Symmetric Eigenvalue Problem

Xin Liu, Chunlin Hao, Minghou Cheng, 2013, Asia Pac. J. Oper. Res..

A New First-Order Algorithmic Framework for Optimization Problems with Orthogonality Constraints

Xiaojun Chen, Ya-Xiang Yuan, Bin Gao, 2018, SIAM J. Optim..

A NEW FIRST-ORDER FRAMEWORK FOR ORTHOGONAL CONSTRAINED OPTIMIZATION PROBLEMS

Xin Liu, Xiaojun Chen, Bin Gao, 2016 .

A Parallel Line Search Subspace Correction Method for Composite Convex Optimization

Xin Liu, Ya-Xiang Yuan, Q. Dong, 2015, Journal of the Operations Research Society of China.