Scholar

Bin Gao

Google Scholar ID: Q9uKXacAAAAJ

Academy of Mathematics and Systems Science, Chinese Academy of Sciences

Riemannian optimizationTensor computationParallel computingMachine learning

Citations & Impact

All-time

Citations

479

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

20 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

- Publications:
- 2025, SIAM Journal on Matrix Analysis and Applications, “Optimization on product manifolds under a preconditioned metric”
- 2025, ICML2025, “Distributed retraction-free and communication-efficient optimization on the Stiefel manifold”
- 2025, ISIT2025, “Riemannian optimization for Holevo capacity”
- 2025, ICLR2025, “LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace”
- 2025, AISTATS2025, “Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity”
- 2024, Mathematical Programming, “Low-rank optimization on Tucker tensor varieties”
- 2024, Journal of Machine Learning Research, “Infeasible deterministic, stochastic, and variance-reduction algorithms for optimization under orthogonality constraints”

Research Experience

- Postdoc, UCLouvain, 2019-2021, Host: P.-A. Absil
- Postdoc, University of Münster, 2021-2022, Host: Benedikt Wirth
- (Tenure-track) Associate Professor, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Sep 2022 – Mar 2025, Academic staff of LSEC and ICMSEC
- (Tenured) Associate Professor, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Apr 2025 – Present, Academic staff of ICMSEC

Education

Background

He is an associate professor at the Academy of Mathematics and Systems Science, Chinese Academy of Sciences. His research interests include numerical methods for optimization on manifolds and their applications, tensor computation, machine learning, and parallel/distributed optimization.

Miscellany