CeFGC

Running examples

python main_oneDS_ours_.py --data_group mutag --alg CeFGC

Generative diffusion model

The original implemenations of EDP-GNN models we used in the paper can be found here:

• https://github.com/ermongroup/GraphScoreMatching

Baselines

The original implemenations of FedAvg, FedProx, GCFL+, and FedStar can be found here:

• https://github.com/Oxfordblue7/GCFL

• https://github.com/yuetan031/FedStar

Requirements

We have tested our code in the environment listed below:

CUDA Version: 12.2

python=3.8.13

torch==2.0.0

torchvision==0.16.0

torchaudio==2.1.0

torch-scatter==2.1.2

torch-sparse=0.6.18

torch-geometric==2.6.0