Xiaoliang Song

18 papers A* 2Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Hybrid and Inexact Algorithm for Nonconvex and Nonsmooth Optimization.
J. Syst. Sci. Complex.
Yiyang Wang, Xiaoliang Song
2025 J jnl
An Efficient Asymptotic DC Method for Sparse and Low-Rank Matrix Recovery.
J. Sci. Comput.
Mingcai Ding, Xiaoliang Song, Bo Yu
2024 J jnl
A Three-Block Inexact Heterogeneous Alternating Direction Method of Multipliers for Elliptic PDE-Constrained Optimization Problems with a Control Gradient Penalty Term.
Axioms
Xiaotong Chen, Tongtong Wang, Xiaoliang Song
2024 J jnl
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.
Zixuan Chen, Xiaoliang Song, Xiaotong Chen, Bo Yu
2024 J jnl
An iDCA with Sieving Strategy for PDE-Constrained Optimization Problems with L
J. Sci. Comput.
Yu Zhang, Xiaoliang Song, Bo Yu, Mingcai Ding
2022 J jnl
An Inexact Proximal DC Algorithm with Sieving Strategy for Rank Constrained Least Squares Semidefinite Programming.
J. Sci. Comput.
Mingcai Ding, Xiaoliang Song, Bo Yu
2020 J jnl
A multi-level ADMM algorithm for elliptic PDE-constrained optimization problems.
Comput. Appl. Math.
Xiaotong Chen, Xiaoliang Song, Zixuan Chen, Bo Yu
2020 J jnl
An augmented Lagrangian proximal alternating method for sparse discrete optimization problems.
Numer. Algorithms
Yue Teng, Li Yang, Xiaoliang Song, Bo Yu
2019 A* conf
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization.
AAAI
Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
2018 J jnl
A two-phase strategy for control constrained elliptic optimal control problems.
Numer. Linear Algebra Appl.
Xiaoliang Song, Bo Yu
2018 J jnl
An FE-Inexact Heterogeneous ADMM for Elliptic Optimal Control Problems with
J. Syst. Sci. Complex.
Xiaoliang Song, Bo Yu, Yiyang Wang, Xuping Zhang
2018 J jnl
An efficient duality-based approach for PDE-constrained sparse optimization.
Comput. Optim. Appl.
Xiaoliang Song, Bo Chen, Bo Yu
2018 J jnl
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization.
CoRR
Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
2017 J jnl
A nonlocal L
Vis. Comput.
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
2017 J jnl
A penalty PALM method for sparse portfolio selection problems.
Optim. Methods Softw.
Yue Teng, Li Yang, Bo Yu, Xiaoliang Song
2017 J jnl
An Inexact Proximal Alternating Direction Method for Non-convex and Non-smooth Matrix Factorization and Beyond.
CoRR
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
2016 A* conf
Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization.
AAAI
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
2014 — conf
Saliency Detection via Nonlocal L_0 Minimization.
ACCV (2)
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su