Ya-xiang Yuan

3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (11)

Conferences

AISTATS (1) ICLR (1) JMLR (1)

Top co-authors

Bin Gao (2) yan yang (2) Xiaoyu Wang (1)

Keywords

stochastic optimization (1) stochastic gradient descent (1) neural network training (1) logistic regression (1) convergence analysis (1) convergence guarantee (1) bandwidth step size (1) bandwidth-based step size (1)

Papers

Bilevel Reinforcement Learning via the Development of Hyper-gradient without Lower-Level Convexity AISTATS 2025

LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace ICLR 2025

On the Convergence of Stochastic Gradient Descent with Bandwidth-based Step Size JMLR 2023