Meijia Yang

Post-Doctoral Research Fellow
office location: Science Building 114
E-mail: myang@ustb.edu.cn
Research Interests:1. Nonconvex optimization; 2. Quadratic optimization.
Resume

2020.08-present: Post-Doctoral Research Fellow, School of Mathematics and Physics, University of Science and Technology Beijing (USTB), China; 2018.09-2019.09: Visiting Student, Dep0artment of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC State, USA; 2014.09-2020. 07: PhD, School of Mathematical Sciences, Beihang University, China; 2010.09-2014. 07: BS, School of Sciences, Minzu University of China.

Scientific research achievements

[1] Y. Xia, M. Yang, S. Wang*: Chebyshev Center of the Intersection of Balls: Complexity, Relaxation and Approximation. Mathematical Programming, 187:287-315, 2021 [2] M. Yang, Y. Xia*: On Lagrangian duality gap of quadratic fractional programming with a two-sided quadratic constraint. Optimization Letters, 14, 569–578, 2020 [3] X. Cen, Y. Xia*, M. Yang, Semidefinite relaxation for the total least squares problem with Tikhonov-like regularization. Optimization, 70(2), 1-18, 2020 [4] Xia, L. Wang, M. Yang*: A fast algorithm for globally solving Tikhonov regularized total least squares problem. Journal of Global Optimization. 73(2), 311-330, 2019 [5] Y. Liu, K. Guo*, M. Yang, Convergence study on the logarithmic-quadratic proximal regularization of strictly contractive Peaceman-Rachford splitting method with larger step-size. International Journal of Computer Mathematics, 97(8), 1-23, 2019 [6] M. Yang, Y. Xia*, J. Wang, J. Peng: Efficiently solving total least squares with Tikhonov identical regularization. Computational Optimization and Applications, 70(2), 571-592, 2018 [7] Mei-Jia Yang, Yong Xia*, Hui-Min Zou, On linearization techniques for budget-constrained binary quadratic programming problems. Operations Research Letters, 44(6), 702-705, 2016

Enrollment plan

Representative papers

[1]Y. Xia, M. Yang, S. Wang*: Chebyshev Center of the Intersection of Balls: Complexity, Relaxation and Approximation. Mathematical Programming, 187:287-315, 2021 [2] M. Yang, Y. Xia*, J. Wang, J. Peng: Efficiently solving total least squares with Tikhonov identical regularization. Computational Optimization and Applications, 70(2), 571-592, 2018 [3] M. Yang, Y. Xia*: On Lagrangian duality gap of quadratic fractional programming with a two-sided quadratic constraint. Optimization Letters, 14, 569–578, 2020 [7] Mei-Jia Yang, Yong Xia*, Hui-Min Zou, On linearization techniques for budget-constrained binary quadratic programming problems. Operations Research Letters, 44(6), 702-705, 2016

Postgraduate training

  • School of Chemistry and Biological Engineering, USTB
  • 30 Xueyuan Road, Haidian District, Beijing,100083