教育背景:
2014,香港中文大学,数学,博士
2011,同济大学,计算数学,硕士
2006,湖南科技大学,信息与计算科学,学士
工作经历:
2021.01—至今, 深圳大学高等研究院,研究员
2017. 07—2020.12,香港科技大学,博士后研究员
2016. 03—2018.06,中山大学,特聘副研究员
2014. 09—2016.02,中国科学院深圳先进技术研究院,助理研究员
学术兼职:
Numerical Linear Algebra with Applications, Journal of Scientific Computing, Advances in Computational Mathematics等期刊审稿人
获奖情况:
2013年, 上海市研究生优秀成果(学位论文)
2011年, 同济大学优秀毕业生
2010年, 光华奖学金
研究兴趣:
1. 数值线性代数:求解大规模特征值问题、线性系统的快速算法设计与理论分析;
2. 数据科学:数据分析、图像/信息处理及机器学习中的快速算法设计与理论分析。
基金项目:
国家自然科学基金青年科学基金项目, 11701593, 求解特征值问题的基于围道积分的方法的研究,25万,2018. 01—2020.12, 主持。
发表论文:
1. Hanqin, Cai, Jian-feng Cai, Tianming Wang,Guojian Yin, Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery, IEEE Transactions on Signal Processing, accepted, (2021).
2. Chun Wen, Qian-Ying Hu,Guojian Yin, Xian-Ming Gu, Zhao-Li Shen, An adaptive Power-GArnoldi algorithm for computing PageRank. Journal of Computational and Applied Mathematics, 386 (2020), pp. 113209.
3.Guojian Yin, A contour-integral based method with Schur-Rayleigh-Ritz procedure for generalized eigenvalue problems. Journal of Scientific Computing, 81 (2019), pp. 252--270.
4.Guojian Yin, A Contour-Integral Based Method for Counting the Eigenvalues Inside a Region. Journal of Scientific Computing, 78 (2019), pp. 1942--1961.
5.Guojian Yin, On the non-Hermitian FEAST algorithms with oblique projection for eigenvalue problems. Journal of Computational and Applied Mathematics, 355 (2019), pp. 23--35.
6.Guojian Yin, A harmonic FEAST algorithm for non-Hermitian generalized eigenvalue problems. Linear Algebra and its Applications, 578 (2019), pp. 75--94.
7. Xian-Ming Gu, Ting-Zhu Huang,Guojian Yin, Bruno Carpentieri, Chun Wen, and Lei Du. Restarted Hessenberg method for solving shifted nonsymmetric linear systems. Journal of Computational and Applied Mathematics, 331(2018), pp. 166--177.
8.Guojian Yin, Raymond H. Chan, and Man-Chung Yeung, A FEAST algorithm with oblique projection for generalized non-Hermitian eigenvalue problems. Numerical Linear Algebra with Applications, 24 (2017), e2092.
9. Jun-Feng Yin andGuojian Yin, Restarted full orthogonalization method with deflation for shifted linear systems. Numerical Mathematics: Theory, Methods, Applications, 7 (2014), pp.399--412.
10. Jun-Feng Yin,Guojian Yin, and Michael K. Ng, On adaptively accelerated Arnoldi method for computing PageRank. Numerical Linear Algebra with Applications, 19(2012), pp.73--85.