Xiaoliang Song

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 14

Top Topics

Optimization Problems

Semidefinite Programming

Constrained Optimization

Saliency Detection

Top Venues

J. Sci. Comput.

Publications

Zixuan Chen, Xiaoliang Song, Xiaotong Chen, Bo Yu
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. 161 (2024)
Yu Zhang, Xiaoliang Song, Bo Yu, Mingcai Ding
-Control Cost. J. Sci. Comput. 99 (1) (2024)
Mingcai Ding, Xiaoliang Song, Bo Yu
An Inexact Proximal DC Algorithm with Sieving Strategy for Rank Constrained Least Squares Semidefinite Programming. J. Sci. Comput. 91 (3) (2022)
Yue Teng, Li Yang, Xiaoliang Song, Bo Yu
An augmented Lagrangian proximal alternating method for sparse discrete optimization problems. Numer. Algorithms 83 (3) (2020)
Xiaotong Chen, Xiaoliang Song, Zixuan Chen, Bo Yu
A multi-level ADMM algorithm for elliptic PDE-constrained optimization problems. Comput. Appl. Math. 39 (4) (2020)
Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization. AAAI (2019)
Xiaoliang Song, Bo Yu
A two-phase strategy for control constrained elliptic optimal control problems. Numer. Linear Algebra Appl. 25 (4) (2018)
Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization. CoRR (2018)
Xiaoliang Song, Bo Chen, Bo Yu
An efficient duality-based approach for PDE-constrained sparse optimization. Comput. Optim. Appl. 69 (2) (2018)
Xiaoliang Song, Bo Yu, Yiyang Wang, Xuping Zhang
-Control Cost. J. Syst. Sci. Complex. 31 (6) (2018)
Yue Teng, Li Yang, Bo Yu, Xiaoliang Song
A penalty PALM method for sparse portfolio selection problems. Optim. Methods Softw. 32 (1) (2017)
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
An Inexact Proximal Alternating Direction Method for Non-convex and Non-smooth Matrix Factorization and Beyond. CoRR (2017)
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
model with regression predictor for saliency detection and extension. Vis. Comput. 33 (11) (2017)
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization. AAAI (2016)
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
Saliency Detection via Nonlocal L_0 Minimization. ACCV (2) (2014)