Xiaochuan Gong

3 papers · 2024–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (9) 👑 Triple Crown

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Mingrui Liu (3) Jie Hao (3)

Keywords

stochastic optimization (1) stochastic gradient descent (1) nonconvex optimization (1) hyperparameter optimization (1) gradient descent (1) oracle complexity (1) bilevel optimization (1) nesterov acceleration (1) hypergradient estimation (1) stochastic bilevel optimization (1)

Papers

An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness NIPS 2024

Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis ICLR 2024

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness ICML 2024