Bin Gao

According to our database, Bin Gao authored at least 26 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Optimization over the intersection of manifolds.

Yan Yang, Bin Gao, Ya-xiang Yuan

CoRR, May, 2026

A second-order method landing on the Stiefel manifold via Newton-Schulz iteration.

Xinhui Xiong, Bin Gao, Pierre-Antoine Absil

CoRR, May, 2026

Quotient geometry of tensor ring decomposition.

Bin Gao, Renfeng Peng, Ya-xiang Yuan

CoRR, January, 2026

2025

Low-rank optimization on Tucker tensor varieties.

Bin Gao, Renfeng Peng, Ya-xiang Yuan

Math. Program., November, 2025

Variational analysis of determinantal varieties.

Yan Yang, Bin Gao, Ya-xiang Yuan

CoRR, November, 2025

Normalized tensor train decomposition.

Renfeng Peng, Chengkai Zhu, Bin Gao, Xin Wang, Ya-xiang Yuan

CoRR, November, 2025

First-order methods on bounded-rank tensors converging to stationary points.

Bin Gao, Renfeng Peng, Yaxiang Yuan

CoRR, March, 2025

A space-decoupling framework for optimization on bounded-rank matrices with orthogonally invariant constraints.

Yan Yang, Bin Gao, Ya-xiang Yuan

CoRR, January, 2025

Optimization on Product Manifolds under a Preconditioned Metric.

Bin Gao, Renfeng Peng, Ya-xiang Yuan

SIAM J. Matrix Anal. Appl., 2025

LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace.

Yan Yang, Bin Gao, Ya-xiang Yuan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Bilevel Reinforcement Learning via the Development of Hyper-gradient without Lower-Level Convexity.

Yan Yang, Bin Gao, Ya-xiang Yuan

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Riemannian preconditioned algorithms for tensor completion via tensor ring decomposition.

Bin Gao, Renfeng Peng, Yaxiang Yuan

Comput. Optim. Appl., June, 2024

Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints.

Pierre Ablin, Simon Vary, Bin Gao, Pierre-Antoine Absil

J. Mach. Learn. Res., 2024

Desingularization of bounded-rank tensor sets.

Bin Gao, Renfeng Peng, Yaxiang Yuan

CoRR, 2024

Symplectic Stiefel manifold: tractable metrics, second-order geometry and Newton's methods.

Bin Gao, Nguyen Thanh Son, Tatjana Stykel

CoRR, 2024

Optimization without Retraction on the Random Generalized Stiefel Manifold.

Simon Vary, Pierre Ablin, Bin Gao, Pierre-Antoine Absil

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

An Orthogonalization-Free Parallelizable Framework for All-Electron Calculations in Density Functional Theory.

Bin Gao, Guanghui Hu, Yang Kuang, Xin Liu

SIAM J. Sci. Comput., 2022

New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition.

Shuyu Dong, Bin Gao, Yu Guan, François Glineur

SIAM J. Matrix Anal. Appl., 2022

Optimization on the symplectic Stiefel manifold: SR decomposition-based retraction and applications.

Bin Gao, Nguyen Thanh Son, Tatjana Stykel

CoRR, 2022

On the analysis of optimization with fixed-rank matrices: a quotient geometric view.

Shuyu Dong, Bin Gao, Wen Huang, Kyle A. Gallivan

CoRR, 2022

A Riemannian rank-adaptive method for low-rank matrix completion.

Bin Gao, Pierre-Antoine Absil

Comput. Optim. Appl., 2022

2021

Computing Symplectic Eigenpairs of Symmetric Positive-Definite Matrices via Trace Minimization and Riemannian Optimization.

Nguyen Thanh Son, Pierre-Antoine Absil, Bin Gao, Tatjana Stykel

SIAM J. Matrix Anal. Appl., 2021

Riemannian Optimization on the Symplectic Stiefel Manifold.

Bin Gao, Nguyen Thanh Son, Pierre-Antoine Absil, Tatjana Stykel

SIAM J. Optim., 2021

Geometry of the Symplectic Stiefel Manifold Endowed with the Euclidean Metric.

Bin Gao, Nguyen Thanh Son, Pierre-Antoine Absil, Tatjana Stykel

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2019

Parallelizable Algorithms for Optimization Problems with Orthogonality Constraints.

Bin Gao, Xin Liu, Ya-Xiang Yuan

SIAM J. Sci. Comput., 2019

2018

A New First-Order Algorithmic Framework for Optimization Problems with Orthogonality Constraints.

Bin Gao, Xin Liu, Xiaojun Chen, Ya-Xiang Yuan

SIAM J. Optim., 2018