Publications

A collection of my research work.

Variational analysis of determinantal varieties

Yan Yang, Bin Gao, Ya-xiang Yuan

arXiv:2511.22613 2025

Preprint

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

Yan Yang, Bin Gao, Ya-xiang Yuan

arXiv:2501.13830 2025

CodePreprintSlides

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

Yan Yang, Bin Gao, Ya-xiang Yuan

International Conference on Artificial Intelligence and Statistics (AISTATS) 2025

WebsiteCodePreprintSlides

LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace

Yan Yang, Bin Gao, Ya-xiang Yuan

The Thirteenth International Conference on Learning Representations (ICLR) 2025

CodePreprintSlides