Bin Gao - RankMe

32 papers A* 2A 1Journal 28Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Quotient geometry of tensor ring decomposition. CoRR Bin Gao, Renfeng Peng, Ya-Xiang Yuan
2025	J	`jnl`	A space-decoupling framework for optimization on bounded-rank matrices with orthogonally invariant constraints. CoRR Yan Yang, Bin Gao, Ya-Xiang Yuan
2025	A	`conf`	Bilevel Reinforcement Learning via the Development of Hyper-gradient without Lower-Level Convexity. AISTATS Yan Yang, Bin Gao, Ya-Xiang Yuan
2025	J	`jnl`	First-order methods on bounded-rank tensors converging to stationary points. CoRR Bin Gao, Renfeng Peng, Yaxiang Yuan
2025	A*	`conf`	LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace. ICLR Yan Yang, Bin Gao, Ya-Xiang Yuan
2025	J	`jnl`	Low-rank optimization on Tucker tensor varieties. Math. Program. Bin Gao, Renfeng Peng, Ya-Xiang Yuan
2025	J	`jnl`	Normalized tensor train decomposition. CoRR Renfeng Peng, Chengkai Zhu, Bin Gao, Xin Wang, Ya-Xiang Yuan
2025	J	`jnl`	Optimization on Product Manifolds under a Preconditioned Metric. SIAM J. Matrix Anal. Appl. Bin Gao, Renfeng Peng, Ya-Xiang Yuan
2025	J	`jnl`	Variational analysis of determinantal varieties. CoRR Yan Yang, Bin Gao, Ya-Xiang Yuan
2024	J	`jnl`	Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity. CoRR Yan Yang, Bin Gao, Ya-Xiang Yuan
2024	J	`jnl`	Desingularization of bounded-rank tensor sets. CoRR Bin Gao, Renfeng Peng, Yaxiang Yuan
2024	J	`jnl`	Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. J. Mach. Learn. Res. Pierre Ablin, Simon Vary, Bin Gao, Pierre-Antoine Absil
2024	J	`jnl`	LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace. CoRR Bin Gao, Yan Yang, Ya-Xiang Yuan
2024	A*	`conf`	Optimization without Retraction on the Random Generalized Stiefel Manifold. ICML Simon Vary, Pierre Ablin, Bin Gao, Pierre-Antoine Absil
2024	J	`jnl`	Optimization without Retraction on the Random Generalized Stiefel Manifold. CoRR Simon Vary, Pierre Ablin, Bin Gao, Pierre-Antoine Absil
2024	J	`jnl`	Riemannian preconditioned algorithms for tensor completion via tensor ring decomposition. Comput. Optim. Appl. Bin Gao, Renfeng Peng, Yaxiang Yuan
2024	J	`jnl`	Symplectic Stiefel manifold: tractable metrics, second-order geometry and Newton's methods. CoRR Bin Gao, Nguyen Thanh Son, Tatjana Stykel
2023	J	`jnl`	Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints. CoRR Pierre Ablin, Simon Vary, Bin Gao, Pierre-Antoine Absil
2023	J	`jnl`	Low-rank optimization on Tucker tensor varieties. CoRR Bin Gao, Renfeng Peng, Ya-Xiang Yuan
2023	J	`jnl`	Optimization on product manifolds under a preconditioned metric. CoRR Bin Gao, Renfeng Peng, Ya-Xiang Yuan
2023	J	`jnl`	Riemannian preconditioned algorithms for tensor completion via tensor ring decomposition. CoRR Bin Gao, Renfeng Peng, Ya-Xiang Yuan
2022	J	`jnl`	A Riemannian rank-adaptive method for low-rank matrix completion. Comput. Optim. Appl. Bin Gao, Pierre-Antoine Absil
2022	J	`jnl`	An Orthogonalization-Free Parallelizable Framework for All-Electron Calculations in Density Functional Theory. SIAM J. Sci. Comput. Bin Gao, Guanghui Hu, Yang Kuang, Xin Liu
2022	J	`jnl`	New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition. SIAM J. Matrix Anal. Appl. Shuyu Dong, Bin Gao, Yu Guan, François Glineur
2022	J	`jnl`	On the analysis of optimization with fixed-rank matrices: a quotient geometric view. CoRR Shuyu Dong, Bin Gao, Wen Huang, Kyle A. Gallivan
2022	J	`jnl`	Optimization on the symplectic Stiefel manifold: SR decomposition-based retraction and applications. CoRR Bin Gao, Nguyen Thanh Son, Tatjana Stykel
2021	J	`jnl`	Computing Symplectic Eigenpairs of Symmetric Positive-Definite Matrices via Trace Minimization and Riemannian Optimization. SIAM J. Matrix Anal. Appl. Nguyen Thanh Son, Pierre-Antoine Absil, Bin Gao, Tatjana Stykel
2021	—	`conf`	Geometry of the Symplectic Stiefel Manifold Endowed with the Euclidean Metric. GSI Bin Gao, Nguyen Thanh Son, Pierre-Antoine Absil, Tatjana Stykel
2021	J	`jnl`	New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition. CoRR Shuyu Dong, Bin Gao, Yu Guan, François Glineur
2021	J	`jnl`	Riemannian Optimization on the Symplectic Stiefel Manifold. SIAM J. Optim. Bin Gao, Nguyen Thanh Son, Pierre-Antoine Absil, Tatjana Stykel
2019	J	`jnl`	Parallelizable Algorithms for Optimization Problems with Orthogonality Constraints. SIAM J. Sci. Comput. Bin Gao, Xin Liu, Ya-Xiang Yuan
2018	J	`jnl`	A New First-Order Algorithmic Framework for Optimization Problems with Orthogonality Constraints. SIAM J. Optim. Bin Gao, Xin Liu, Xiaojun Chen, Ya-Xiang Yuan