Xiaochuan Gong

On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness

Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm

Noise-Adaptive Layerwise Learning Rates: Accelerating Geometry-Aware Optimization for Deep Neural Network Training

Adaptive Algorithms with Sharp Convergence Rates for Stochastic Hierarchical Optimization

On the Convergence of Adam-Type Algorithms for Bilevel Optimization under Unbounded Smoothness