个人简介

助理研究员 English Homepage

应用数学所

中国科学院数学与系统科学研究院

中国科学院


教育背景

  • 2007 - 2012 新加坡国立大学,数学系,博士

  • 2004 - 2007 南京大学,数学系,硕士

  • 2000 - 2004 南京大学,数学系,学士

工作经历

  • 2013 - 2015 南安普顿大学,博士后

  • 2012 - 2013 Singapore-MIT Alliance博士后




研究方向

矩阵优化及其应用
大数据优化

学术论文

  1. Y. Cui, C. Ding and X.Y. Zhao, Quadratic growth conditions for convex matrix optimization problems associated with spectral functions, SIAM Journal on Optimization, 27, 2332–2355 (2017)

  2. C. Ding, D.F. Sun, J. Sun and K.C. Toh, Spectral operator of matrices, Mathematical Programming, 168, 509–531 (2018).

  3. C. Ding, D.F. Sun and L.W. Zhang, Characterization of the robust isolated calmness for a class of conic programming problems, SIAM Journal on Optimization, 27, 67–90 (2017).

  4. C. Ding and H.D. Qi, Convex optimization learning of faithful Euclidean distance representations in nonlinear dimensionality reduction, Mathematical Programming, 164, 341–381 (2017).

  5. C. Ding, Variational analysis of the Ky Fan k-norm, Set-Valued and Variational Analysis, 25, 265–296 (2017).

  6. C. Ding and H.D. Qi, Convex euclidean distance embedding for collaborative position localization with NLOS mitigation, Computational Optimization and Applications, 66, 187–218 (2017).

  7. C. Ding and H.D. Qi, A computable characterization of the extrinsic mean of reflection shapes and its asymptotic properties, Asia-Pacific Journal of Operational Research, 32, 1540005 (2015).

  8. B. Wu, C. Ding, D.F. Sun and K.C. Toh, On the Moreau-Yosida regularization of the vector k-norm related functions, SIAM Journal on Optimization, 24, 766–794 (2014).

  9. C. Ding, D.F. Sun and J.J. Ye, First order optimality conditions for mathematical programs with semidefinite cone complementarity constraints, Mathematical Programming,147, 539–579 (2014).

  10. C. Ding, D.F. Sun and K.C. Toh, An introduction to a class of matrix cone programming, Mathematical Programming, 144, 141–179 (2014).


联系方式

北京市海淀区中关村东路55号思源楼722房间