Xiaoliang Song

Orcid: 0000-0002-4965-6874

According to our database1, Xiaoliang Song authored at least 14 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An iDCA with Sieving Strategy for PDE-Constrained Optimization Problems with L<sup>1-2</sup>-Control Cost.
J. Sci. Comput., April, 2024

A warm-start FE-dABCD algorithm for elliptic optimal control problems with constraints on the control and the gradient of the state.
Comput. Math. Appl., 2024

2022
An Inexact Proximal DC Algorithm with Sieving Strategy for Rank Constrained Least Squares Semidefinite Programming.
J. Sci. Comput., 2022

2020
An augmented Lagrangian proximal alternating method for sparse discrete optimization problems.
Numer. Algorithms, 2020

A multi-level ADMM algorithm for elliptic PDE-constrained optimization problems.
Comput. Appl. Math., 2020

2019
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A two-phase strategy for control constrained elliptic optimal control problems.
Numer. Linear Algebra Appl., 2018

An FE-Inexact Heterogeneous ADMM for Elliptic Optimal Control Problems with <i>L</i><sup>1</sup>-Control Cost.
J. Syst. Sci. Complex., 2018

An efficient duality-based approach for PDE-constrained sparse optimization.
Comput. Optim. Appl., 2018

2017
A nonlocal L<sub>0</sub> model with regression predictor for saliency detection and extension.
Vis. Comput., 2017

A penalty PALM method for sparse portfolio selection problems.
Optim. Methods Softw., 2017

An Inexact Proximal Alternating Direction Method for Non-convex and Non-smooth Matrix Factorization and Beyond.
CoRR, 2017

2016
Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2014
Saliency Detection via Nonlocal L_0 Minimization.
Proceedings of the Computer Vision - ACCV 2014, 2014


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