Experience

 
 
 
 
 

Postdoc

UCLouvain

Sep 2019 – Present Louvain-la-Neuve, Belgium

Publications

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Journal Papers & Preprints

Riemannian Optimization on the Symplectic Stiefel Manifold. arXiv:2006.15226, (2020).

Preprint Code

Parallelizable Algorithms for Optimization Problems with Orthogonality Constraints. SIAM Journal on Scientific Computing, 41-3 (2019), A1949–A1983.

Link Code

A New First-Order Algorithmic Framework for Optimization Problems with Orthogonality Constraints. SIAM Journal on Optimization, 28-1 (2018), 302–332.

Link Code

First-order algorithms for optimization problems with orthogonality constraints. OR Transactions (in Chinese), 21-4 (2017), 57–68.

Link

On the Łojasiewicz Exponent of the Quadratic Sphere Constrained Optimization Problem. arXiv:1611.08781, (2016).

Preprint


Thesis

Bin Gao, Optimization with Orthogonality Constraints: Theory, Algorithms and Applications, Ph.D. thesis, University of Chinese Academy of Sciences, (2019, in Chinese). PDF Slides

Research

Long-term Collaborators & Groups


Selected Presentations


Academic Visits

Duration Place Host
2019.07.20-08.18 University of Macau Prof. Guanghui Hu

Selected Awards

2018 Best Student Paper Award of CSIAM 2018
2018 CAS Special Prize of President Scholarship
2017 National Scholarship for Doctoral Student
2016 Honor Student Award of International Workshop on Modern Optimizaion and Application

Softwares

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Riemannian optimization on the symplectic Stiefel manifold

Parallelizable Column-wise Augmented Lagrangian approaches for optimization with orthogonality constraints

A First-Order Framework for optimization problems with orthogonality constraints.

Contact

  • gaobin (at) lsec.cc.ac.cn; bin.gao (at) uclouvain.be
  • +44-742-146-4407
  • Avenue Georges Lemaître, 4 - bte L4.05.01, 1348 Louvain-la-Neuve, Belgium