Professor | 陈亮 | 数字化转型顾问

Name	陈亮
Contact Information	chl@hnu.edu.cn
Language ability	中文, 英语
Province	湖南

Name

陈亮

Contact Information

chl@hnu.edu.cn

Language ability

中文, 英语

Province

湖南

University/Lab Affiliation and Title	湖南大学
Faculty	Mathematical Sciences
Academic Background & Achievements	2005-2009: 理学学士，湖南大学 2009-2016: 理学博士，湖南大学 2013-2015: 国家公派联合培养博士研究生，新加坡国立大学
Work Experience	2017-02至2017-08: 研究员，新加坡国立大学 2017-09至2019-08: 博士后，香港理工大学 2023-02至2023-08: 研究员，香港理工大学
Awards	2015: 青年优秀论文二等奖，湖南省 2020: 青年优秀论文一等奖，湖南省 2021: 优秀本科毕业设计（论文）指导教师，湖南大学 2023: 青年优秀论文一等奖，湖南省

University/Lab Affiliation and Title

湖南大学

Faculty

Mathematical Sciences

Academic Background & Achievements

2005-2009: 理学学士，湖南大学
2009-2016: 理学博士，湖南大学
2013-2015: 国家公派联合培养博士研究生，新加坡国立大学

Work Experience

2017-02至2017-08: 研究员，新加坡国立大学
2017-09至2019-08: 博士后，香港理工大学
2023-02至2023-08: 研究员，香港理工大学

Awards

2015: 青年优秀论文二等奖，湖南省
2020: 青年优秀论文一等奖，湖南省
2021: 优秀本科毕业设计（论文）指导教师，湖南大学
2023: 青年优秀论文一等奖，湖南省

Areas of Focus	数学/计算优化线性与非线性规划凸优化矩阵优化统计优化运筹学
Publications	An efficient inexact symmetric Gauss-Seidel based majorized ADMM for high-dimensional convex composite conic programming, Liang Chen, Defeng Sun, and Kim-Chuan Toh, 2017 A note on the convergence of ADMM for linearly constrained convex optimization problems, Liang Chen, Defeng Sun, and Kim-Chuan Toh, 2017 A generalized alternating direction method of multipliers with semi-proximal terms for convex composite conic programming, Yunhai Xiao, Liang Chen, and Donghui Li, 2018 Some problems on the Gauss-Seidel iteration method in degenerate cases, Liang Chen, Defeng Sun, and Kim-Chuan Toh, 2019 A unified algorithmic framework of symmetric Gauss-Seidel decomposition based proximal ADMMs for convex composite programming, Liang Chen, Defeng Sun, Kim-Chuan Toh, and Ning Zhang, 2019 The linear and asymptotically superlinear convergence rates of the augmented Lagrangian method with a practical relative error criterion, Xin-Yuan Zhao, Liang Chen, 2020 A three-operator splitting perspective of a three-block ADMM for convex quadratic semidefinite programming and beyond, Liang Chen, Xiaokai Chang, and Sanyang Liu, 2020 On the convergence properties of a second-order augmented Lagrangian method for nonlinear programming problems with inequality constraints, Liang Chen, Anping Liao, 2020 On the equivalence of inexact proximal ALM and ADMM for a class of convex composite programming, Liang Chen, Xudong Li, Defeng Sun, and Kim-Chuan Toh, 2021 A modified exchange algorithm for distributional robust optimization and applications in risk management, Hailin Sun, Dali Zhang, Soon-Yi Wu, and Liang Chen, 2022 Unified convergence analysis of a second-order method of multipliers for nonlinear conic programming, Liang Chen, Junyuan Zhu, and Xinyuan Zhao, 2022 High-resolution short angle weight algorithm in sonar systems, Haoran Ji, Lei Wang, Cong Peng, Liang Chen, Shuhao Zhang, and Qian Zhou, 2023 Stochastic domain decomposition based on variable-separation method, Liang Chen, Yaru Chen, Qiuqi Li, and Zhiwen Zhang, 2024

Areas of Focus

数学/计算优化
线性与非线性规划
凸优化
矩阵优化
统计优化
运筹学

Publications

An efficient inexact symmetric Gauss-Seidel based majorized ADMM for high-dimensional convex composite conic programming, Liang Chen, Defeng Sun, and Kim-Chuan Toh, 2017
A note on the convergence of ADMM for linearly constrained convex optimization problems, Liang Chen, Defeng Sun, and Kim-Chuan Toh, 2017
A generalized alternating direction method of multipliers with semi-proximal terms for convex composite conic programming, Yunhai Xiao, Liang Chen, and Donghui Li, 2018
Some problems on the Gauss-Seidel iteration method in degenerate cases, Liang Chen, Defeng Sun, and Kim-Chuan Toh, 2019
A unified algorithmic framework of symmetric Gauss-Seidel decomposition based proximal ADMMs for convex composite programming, Liang Chen, Defeng Sun, Kim-Chuan Toh, and Ning Zhang, 2019
The linear and asymptotically superlinear convergence rates of the augmented Lagrangian method with a practical relative error criterion, Xin-Yuan Zhao, Liang Chen, 2020
A three-operator splitting perspective of a three-block ADMM for convex quadratic semidefinite programming and beyond, Liang Chen, Xiaokai Chang, and Sanyang Liu, 2020
On the convergence properties of a second-order augmented Lagrangian method for nonlinear programming problems with inequality constraints, Liang Chen, Anping Liao, 2020
On the equivalence of inexact proximal ALM and ADMM for a class of convex composite programming, Liang Chen, Xudong Li, Defeng Sun, and Kim-Chuan Toh, 2021
A modified exchange algorithm for distributional robust optimization and applications in risk management, Hailin Sun, Dali Zhang, Soon-Yi Wu, and Liang Chen, 2022
Unified convergence analysis of a second-order method of multipliers for nonlinear conic programming, Liang Chen, Junyuan Zhu, and Xinyuan Zhao, 2022
High-resolution short angle weight algorithm in sonar systems, Haoran Ji, Lei Wang, Cong Peng, Liang Chen, Shuhao Zhang, and Qian Zhou, 2023
Stochastic domain decomposition based on variable-separation method, Liang Chen, Yaru Chen, Qiuqi Li, and Zhiwen Zhang, 2024

优化计算线性非线性凸矩阵统计运筹研究规划

杨建生 - 北京大学

Area of Focus
图像 | 重建 | 处理 | 数学 | 算法 | 数据分析 | 计算 | 可视化 | 优化 | 技术

李素贞 - 武汉大学

Area of Focus
优化 | 理论 | 决策 | 数学 | 应用数学 | 研究 | 分析 | 算法 | 建模 | 计算

陈亮 - 湖南大学

Area of Focus
优化 | 计算 | 线性 | 非线性 | 凸 | 矩阵 | 统计 | 运筹 | 研究 | 规划

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