Hangrui Yue

(1) Sep. 2013 - Dec. 2018 NANKAI UNIVERSITY Doctor of Computational Mathematics

(2) Sep. 2009 - Jun. 2013 NANKAI UNIVERSITY Bachelor of Applied Mathematics

(1) Sep. 2018-Sep. 2021 THE UNIVERSITY OF HONG KONG  Post-doctoral Fellow

(2) Sep. 2021-Present NANKAI UNIVERSITY lecturer

Large-scale Optimization (theory, algorithm design and applications), particularly in fast

solvers for optimization problems arising in scientific computing (e.g., PDE-constrained

optimization problem) and artificial intelligence (e.g., deep learning).

(1)R. Glowinski, Y. Song, X. Yuan and H. Yue, Bilinear optimal control of an advection-reaction- diffusion system, SIAM Review，64(2): 392-421, 2022.

(2)W. Tian, X. Yuan and H. Yue, An ADMM-Newton-CNN Approach to TV Models for Identifying Discontinuous Diffusion Coefficients in Elliptic Equations: Convex Cases with Gradient Observations, Inverse Problems, 37(8), pp. 085004, 2021.

(3)Y. Song, X. Yuan and H. Yue, An Inexact Uzawa Algorithmic Framework for Non- linear Saddle Point Problems with Applications to Elliptic Optimal Control Problem, SIAM Journal on Numerical Analysis, 57(6), pp. 2656-2684, 2019. 

(4)H. Yue, Q. Yang, X. Wang and X. Yuan, Implementing the Alternating Direction Method of Multipliers for Big Datasets: A Case Study of Least Absolute Shrinkage and Selection Operator, SIAM Journal on Scientific Computing, 40(5), pp. A3121-A3156, 2018.