Xiaochun Niu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Nelder Mead Simplex

Nonlinear Optimization

Geometric Structure

Top Venues

Publications

Julia Gaudio, Charlie Guan, Xiaochun Niu, Ermin Wei
Exact Label Recovery in Euclidean Random Graphs. CoRR (2024)
Zhenyu Sun, Xiaochun Niu, Ermin Wei
Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters. AISTATS (2024)
Julia Gaudio, Xiaochun Niu, Ermin Wei
Exact Community Recovery in the Geometric SBM. SODA (2024)
Xiaochun Niu, Ermin Wei
FedHybrid: A Hybrid Federated Optimization Method for Heterogeneous Clients. IEEE Trans. Signal Process. 71 (2023)
Julia Gaudio, Xiaochun Niu, Ermin Wei
Exact Community Recovery in the Geometric SBM. CoRR (2023)
Zhenyu Sun, Xiaochun Niu, Ermin Wei
Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters. CoRR (2023)
Xiaochun Niu, Ermin Wei
DISH: A Distributed Hybrid Primal-Dual Optimization Framework to Utilize System Heterogeneity. CDC (2022)
Xiaochun Niu, Ermin Wei
GRAND: A Gradient-Related Ascent and Descent Algorithmic Framework for Minimax Problems. Allerton (2022)