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Personal information
Name: Hongjin HE
Office: Room 416, 6th BuildingSouth, Hangzhou Dianzi Campus, Xiasha, Hangzhou
Current occupation: School of Science,Hangzhou Dianzi University
Telephone: (86)-571-87713552
E-Mail: hehjmath@hdu.edu.cn
EDUCATION
Sep. 2003-June 2007, B.S. in Science,Department of Mathematics, Xinyang Normal University, P. R. China
Sep. 2007-June 2012, Ph.D. in Science,School of Mathematical Sciences, Nanjing Normal University, P. R.China
Professional Working Experience
June 2012-Dec. 2016, Lecture, School ofScience, Hangzhou Dianzi University, Hangzhou, P. R. China
Jan. 2017-present, Associate Professor,School of Science, Hangzhou Dianzi University, Hangzhou, P. R. China
Aug. 2013-Aug. 2014, PostdoctoralFellow, National Sun Yat-Sen University, Taiwan, P.R. China.
RESEARCH INTEREST
My research interests include ConvexOptimization, Variational Inequalities and (Tensor, Eigenvalue)Complementarity Problems with their applications to Image Processing,Statistical/Machine Learning, etc.
Selected Publications
Hongjin He, Chen Ling,Liqun Qi, and Guanglu Zhou, A globally and quadratically convergentalgorithm for solving multilinear systems with M-tensors, Journal ofScientific Computing, 2018, 76:1718-1741.
Hongjin He, Liusheng Hou,and Hong-Kun Xu, A partially isochronous splitting algorithm forthree-block separable convex minimization problems, Advances inComputational Mathematics, 2018，44:1091-1115.
Hongjin He and Hong-Kun Xu,Splitting methods for split feasibility problems with application toDantzig selectors, Inverse Problems, 2017, 33: 055005(28pp).
Hongjin He and Hong-Kun Xu,Perturbation resilience and superiorization methodology of averagedmappings, Inverse Problems, 2017, 33:044007(11pp).
Hongjin He, JitamitraDesai, and Kai Wang, A primal-dual prediction-correction algorithmfor saddle point optimization, Journal of Global Optimization, 2016,66:573—583.
Hongjin He and Deren Han, Adistributed Douglas-Rachford splitting method for multi-block convexminimization problems, Advances in Computational Mathematics,2016,42: 27--53.
Hongjin He, Chen Ling andHong-Kun Xu, An implementable splitting algorithm for the L1-normregularized split feasibility problem, Journal of ScientificComputing, 2016, 67: 281--298.
Chen Ling, Hongjin He*, andLiqun Qi, On the cone eigenvalue complementarity problem forhigher-order tensors, Computational Optimization and Applications,2016, 63: 143--168.
Hongjin He, Xingju Cai, andDeren Han, A fast splitting method tailored for Dantzig selector,Computational Optimization and Applications, 2015, 62: 347--372.
Deren Han, Hongjin He, HaiYang, and Xiaoming Yuan, A customized Douglas Rachford splittingalgorithm for separable convex minimization with linear constraints,Numerische Mathematik, 2014,127: 167--200.
SUPPORTING FUNDING
Parallel Splitting Methods forStructured Optimization Problems with Their Applications,
No. 11771113,Year: 2017.01-2021.12
National NaturalScience Foundation of China, P. R. China
Splitting Methods for StructuredDC Programming and Some Related Nonconvex Optimization Problem,
No. LY20A010018,Year: 2020.01-2022.12
Zhejiangprovincial Natural Science Foundation of China, P. R. China
Some New Operator SplittingAlgorithms and Their Applications in Separable OptimizationProblems,
No. 11301123,Year: 2014.01-2016.12
National NaturalScience Foundation of China, P. R. China
Some New Douglas-RachfordSplitting Methods for Structured Optimization Problems,
No. LY17A010028,Year: 2017.01-2019.12
Zhejiangprovincial Natural Science Foundation of China, P. R. China