Publications

Hanmin Li, Peter Richtárik (2024). On the Convergence of FedProx with Extrapolation and Inexact Prox.

Hanmin Li, Kirill Acharya, Peter Richtárik (2024). The Power of Extrapolation in Federated Learning.

Hanmin Li, Avetik Karagulyan, Peter Richtárik (2023). Variance Reduced Distributed Non-Convex Optimization Using Matrix Stepsizes.

Hanmin Li, Avetik Karagulyan, Peter Richtárik (2023). Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex Optimization. ICLR 2024.

Haoyang Li, Hanmin Li, Juexiao Zhou, Xin Gao (2022). SD2: spatially resolved transcriptomics deconvolution through integration of dropout and spatial information. Bioinformatics.