IEEE

Federated Graph Learning via Constructing and Sharing Feature Spaces for Cross-Domain IoT

Abstract: The Internet of Things (IoT) collects large volumes of diverse data, with graph data as a critical component, and extensively utilizes Federated Graph Learning (FGL) to process this data ...
IEEE

K-Core Structure Feature Encoding-Based Enhanced Federated Graph Learning Framework

Abstract: Federated Graph Learning (FGL) demonstrates tremendous potential in distributed graph data analysis and modeling. The rapid growth of graph data and the increasing awareness of privacy ...