Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing. - Shuyao Li 001; Yu Cheng 002; Ilias Diakonikolas; Jelena Diakonikolas; Rong Ge 001; Stephen J. Wright 001 (NeurIPS, 2023)

Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise. - Shuyao Li 001; Sushrut Karmalkar; Ilias Diakonikolas; Jelena Diakonikolas (NeurIPS, 2024)

Distributionally Robust Optimization with Adversarial Data Contamination. - Shuyao Li 001; Ilias Diakonikolas; Jelena Diakonikolas (CoRR, 2025)

A Randomized Algorithm for Nonconvex Minimization With Inexact Evaluations and Complexity Guarantees. - Shuyao Li 001; Stephen J. Wright 001 (J. Optim. Theory Appl., 2025)