Xiaochuan Gong

PhD student, George Mason University

Joined

September 2023

Names

Xiaochuan Gong (Preferred)

Emails

****@gmu.edu (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

George Mason University (gmu.edu)

Present

Advisors, Relations & Conflicts

PhD Advisor

Mingrui Liu

Present

Expertise

No areas of expertise listed

Publications

On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness
Xiaochuan Gong, Jie Hao, Mingrui Liu
- Accepted by TMLR
- Readers: Everyone
Noise-Adaptive Layerwise Learning Rates: Accelerating Geometry-Aware Optimization for Deep Neural Network Training
Jie Hao, Xiaochuan Gong, Jie Xu, Zhengdao Wang, Mingrui Liu
- Submitted to ICLR 2026
- Readers: Everyone
Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm
Yuman Wu, Xiaochuan Gong, Jie Hao, Mingrui Liu
- ICLR 2026 Poster
- Readers: Everyone
On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness
Xiaochuan Gong, Jie Hao, Mingrui Liu
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive Algorithms with Sharp Convergence Rates for Stochastic Hierarchical Optimization
Xiaochuan Gong, Jie Hao, Mingrui Liu
- NeurIPS 2025 poster
- Readers: Everyone
On the Convergence of Adam-Type Algorithms for Bilevel Optimization under Unbounded Smoothness
Xiaochuan Gong, Jie Hao, Mingrui Liu
- Submitted to ICLR 2025
- Readers: Everyone
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
Xiaochuan Gong, Jie Hao, Mingrui Liu
- NeurIPS 2024 poster
- Readers: Everyone
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
Xiaochuan Gong, Jie Hao, Mingrui Liu
- ICML 2024 Poster
- Readers: Everyone
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis
Jie Hao, Xiaochuan Gong, Mingrui Liu
- ICLR 2024 spotlight
- Readers: Everyone