个人简历

个人简介
刘勇进，男，教授，博士生导师。2004年7月博士毕业于大连理工大学获运筹学与控制论专业理学博士学位，其后在汕头大学从事两年博士后研究工作，2006.07-2010.01在新加坡国立大学从事Research Fellow研究工作，2007.06-2018.01在沈阳航空航天大学理学院工作，2012年8月晋升教授，2018年2月起任职于福州大学数学与计算机科学学院，2018年10月评为博士研究生导师，2018年9月起担任福州大学数学与计算机科学学院院长助理。
研究成果在Mathematical Programming (Series A)，SIAM Journal on Optimization, Computational Optimization and Applications，Journal of Optimization Theory and Applications，Set-Valued and Variational Analysis等重要优化学术期刊上发表，发表论文已被他引260余次。
科研项目
1) 高维数据驱动稀疏低秩优化问题有效算法的研究及其应用，国家自然科学基金面上项目，项目编号：11871153，直接经费：52万，2019.01-2022.12，主持
2）基于统计学习的超大规模稀疏优化问题算法的研究及其应用，项目编号：2019J01644，福建省自然科学基金面上项目，项目经费：5万，2019.06-2022.05，主持
3）超大规模Lasso类统计模型高效算法的研究及其实现，福州大学引进人才科研启动基金，项目经费：60万，2018.09-2021.08，主持

4) 非对称矩阵优化问题的灵敏度分析、算法及其应用，国家自然科学基金面上项目，项目编号：11371255，项目经费：70万，2014.01-2017.12，主持
5) 两类大规模矩阵优化问题的算法研究与软件设计，国家自然科学基金青年基金项目，项目编号：11001180，项目经费：18万，2011.01-2013.12，主持
6) 大规模核范数优化问题理论、算法及其应用研究，教育部留学回国人员科研启动基金，项目编号：JYB201302，项目经费：3万，2012.12-2015.11，主持
7) 辽宁省高等学校优秀科技人才支持计划，项目编号：LR2015047，辽宁省教育厅人才项目，项目经费：20万，2015.07-2018.01，主持
8) 矩阵优化问题数值方法的研究及其实现，项目编号：辽百千万立项【2015】51号，辽宁省“百千万人才工程”资助项目，项目经费：2万，2015.11-2018.10，主持
9) 辽宁省高等学校杰出青年学者成长计划，项目编号：LJQ2012012，辽宁省教育厅人才项目，项目经费：12万，2012.07-2014.06，主持
主讲课程 数值分析，运筹学，数学软件

研究领域

其研究方向主要集中在最优化理论、方法及其应用，统计优化，大规模数值计算等，""

近期论文

1. Meixia Lin, Yong-Jin Liu*, Defeng Sun and Kim-Chuan Toh, Efficient sparse semismooth Newton methods for the clustered Lasso problem, To appear in SIAM Journal on Optimization (2019).
2. Caihua Chen*, Yong-Jin Liu, Defeng Sun and Kim-Chuan Toh, A semismooth Newton-CG based dual PPA for matrix spectral norm approximation problems, Mathematical Programming, Series A, 155:1 (2016), pp. 435–470. (SCI)
3. Yong-Jin Liu, Defeng Sun* and Kim-Chuan Toh, An implementable proximal point algorithmic framework for nuclear norm minimization, Mathematical Programming, Series A, 133 (2012), pp. 399–436. (SCI)
4. Yong-Jin Liu*, Ruonan Li and Bo Wang, On the characterizations of solutions to perturbed l1 conic optimization problem, Optimization, (2019), https://doi.org/10.1080/02331934.2019.1576668, pp. 1–30. (SCI)
5. Meijiao Liu, Yong-Jin Liu*, Fast algorithm for singly linearly constrained quadratic programs with box-like constraints, Computational Optimization and Applications, 66:2 (2017), pp. 309–326. (SCI)
6. Yong-Jin Liu*, Yanan Wen, A linear time algorithm for the continuous quadratic knapsack problem with L1 regularization, Pacific Journal of Optimization, 13:2 (2017), pp. 301–313. (SCI)
7. Yong-Jin Liu*, Li Wang, Properties associated with the epigraph of the L1 norm function of projection onto the nonnegative orthant, Mathematical Methods of Operations Research, 84:1 (2016), pp. 205–221. (SCI)
8. Yong-Jin Liu, Ning Han, Shiyun Wang, and Caihua Chen*, Differential properties of the metric projectors over the epigraph of the weighted L1 and L∞ norms, Pacific Journal of Optimization, 11:4 (2015), pp. 737–749. (SCI)
9. Yong Jiang, Yong-Jin Liu and Li-Wei Zhang*, Variational geometry of the complementarity set for second order cone, Set Valued and Variational Analysis, 23 (2015), pp. 399–414. (SCI)
10. Shiyun Wang, Yong-Jin Liu* and Yong Jiang, A majorized penalty approach to inverse linear second order cone programming problems, Journal of Industrial and Management Optimization, 10:3 (2014), pp. 965–976. (SCI)
11. Yong-Jin Liu*, Shiyun Wang and Juhe Sun, Finding the projection onto the intersection of a closed half-space and a variable box, Operations Research Letters, 41 (2013), pp. 259–264. (SCI)
12. Yidi Chen, Yan Gao* and Yong-Jin Liu, An inexact SQP Newton method for convex SC1 minimization problems, Journal of Optimization Theory and Applications, 146:1 (2010), pp. 33–49. (SCI)
13. Yong-Jin Liu*, Li-Wei Zhang, Convergence of the augmented Lagrangian method for nonlinear optimization problems over second-order cones, Journal of Optimization Theory and Applications, 139:3 (2008), pp. 557–575. (SCI)
14. Yong-Jin Liu*, Li-Wei Zhang, On the approximate augmented Lagrangian for nonlinear symmetric cone programming, Nonlinear Analysis: Theory, Methods & Applications, 68:5 (2008), pp. 1210–1225. (SCI)
15. Yong-Jin Liu*, Li-Wei Zhang, Convergence analysis of the augmented Lagrangian method for nonlinear second-order cone optimization problems, Nonlinear Analysis: Theory, Methods & Applications, 67:5 (2007), pp. 1359–1373. (SCI)
16. Yue Wu, Kin Keung Lai* and Yong-Jin Liu, Deterministic global optimization approach to steady-state distribution gas pipeline networks, Optimization and Engineering, 8:3 (2007), pp. 259–275. (SCI)
17. Yong-Jin Liu*, Li-Wei Zhang and Yin-He Wang, Some properties of a class of merit functions for symmetric cone complementarity problems, Asia-Pacific Journal of Operational Research, 23:4 (2006), pp. 473–495. (SCI)
目前担任中国运筹学会青年工作委员会委员，中国运筹学会数学规划分会理事，中国运筹学会智能工业数据解析与优化分会理事等。