2 papers
math.OC2022
A Stochastic Second-Order Proximal Method for Distributed Optimization
Chenyang Qiu, Shanying Zhu, Zichong Ou +1
In this paper, we propose a distributed stochastic second-order proximal method that enables agents in a network to cooperatively minimize the sum of their local loss functions wit…
cs.SI2022
Fast Community Detection based on Graph Autoencoder Reconstruction
Chenyang Qiu, Zhaoci Huang, Wenzhe Xu +1
With the rapid development of big data, how to efficiently and accurately discover tight community structures in large-scale networks for knowledge discovery has attracted more and…