One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks. - Hanjing Zhu; Jiaming Xu 002 (AISTATS, 2021)

Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent. - Jiaming Xu 002; Hanjing Zhu (J. Mach. Learn. Res., 2024)

SPADE-S: A Sparsity-Robust Foundational Forecaster. - Malcolm Wolff; Matthew Li; Ravi Kiran Selvam; Hanjing Zhu; Kin G. Olivares; Ruijun Ma; Abhinav Katoch; Shankar Ramasubramanian; Mengfei Cao; Roberto Bandarra; Rahul Gopalsamy; Stefania La Vattiata; et al. (CoRR, 2025)