主要论文 |
(1)Y. L. Liu, S. J. Bi and S. H. Pan, Isolated calmness of solution mappings and exact recovery conditions for nuclear norm optimization problems, Optimization, 2021,70(3): 481~510(SCI) (2)Yulan Liu, Shujun Bi and Shaohua Pan, Several classes of stationary points for rank regularized minimization problems, SIAM Journal on Optimization, 2020, 30(2): 1756 ~1775(SCI) (3)YulanLiuand ShaohuaPan, Strong calmness of perturbed KKT system for aclass of conic programming with degenerate solutions,Optimization,2019,68(6), 1131~1156(SCI) (4)YulanLiu, YingSun and ShaohuaPan, Computation ofgraphicalderivatives ofnormalconemaps to aclass ofconicconstraintsets, Set-Valued and Variational Analysis,2019, 27: 783~806(SCI) (5)Y. L. Liuand S. J. Bi, Error bounds for non-polyhedral convex optimization and applications to linear convergence of FDM and PGM, Applied Mathematics and Computation, 2019, 358: 418 ~435(SCI) (6)Yulan Liuand ShaohuaPan, Regular and limiting normal cones to the graph of the subdifferential mapping of the nuclear norm,Set-Valued and Variational Analysis,2019, 27(1): 71 ~ 85(SCI) (7)Yulan Liu, Shujun Bi and Shaohua Pan, Equivalent Lipschitz surrogates for zero-norm and rank optimization problems, Journal of Global Optimization,2018, 72(4): 679~704(SCI) (8)Yulan Liuand Hunan Li, E-convexity of theoptimalvaluefunction inparametricnonlinearprogramming, Lecture notes in Operations Research, 2010,12:75~82 (9)Yulan Liu,Some properties ofconequasiconvexset-valuedmap in topological vector spaces,Southeast Asian Bulletin of Mathematics, 2010, 34(1): 145 ~153 (10)Y. L. Liu,J. L. Lei, Optimality Conditions in Bilevel Multiobjective Programming Problems Southeast Asian Bulletin of Mathematics,2009,33(1):79-87 |
科研项目 |
1.低秩复合优化问题的理论及算法研究,广东省自然科学基金面上项目,项目编号:2020A1515010408,2019/10-2022/10, 10万,主持 2.双层规划的理论、算法研究及其在机器学习中的应用,国家重点实验室(南京大学),2020/06-2022/05,1.5 万,主持 3.低秩矩阵优化问题的稳定性研究及算法中的应用,国家自然科学基金面上项目,项目编号:11971177,2020/01-2023/12,52万元,参与 4.深度学习的文本情感分析系统,横向课题,项目编号:19030101411,2019/01-2021/01,7万,主持 5.矩阵低秩稀疏分解的优化模型及算法研究,浙江大学CAD&CG国家重点实验室开放课题,项目编号:A1808,2018/01-2018/12,2万元,已结题,主持 6.固态肿瘤细胞的化学成分与生长特性对扰动(治疗)的反馈机制规律,国家自然科学基金青年科学基金项目,项目编号:11401115,2015/01-2017/12,22万元,已结题,参与 7.生态位构建对环境梯度下物种分布格局的作用,国家自然科学基金青年科学基金项目,项目编号:31100308,2012/01-2014/12,22万元,已结题,参与 8.广东工业大学青年基金,二层多目标最优化问题的研究,2009/12-2011/12,1万元,已结题,主持
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