subgraph-federated-learning

There are 0 repository under subgraph-federated-learning topic.

• / FedLoG

  The official source code for "Subgraph Federated Learning for Local Generalizatioin (FedLoG)" at ICLR 2025 (Oral).

  federated-learningiclr2025fedloggraph-federated-learningsubgraph-federated-learning
  Language:Python 12

• / FedStruct

  This repository contains the official implementation of FedStruct, our ICLR 2025 paper: “Decoupled Subgraph Federated Learning”. FedStruct addresses the challenge of federated learning on graph-structured data, especially when data is distributed across clients as interconnected subgraphs.

  graph-neural-networkssubgraph-federated-learning
  Language:Python 1