README.md

FedLSF - Federated Local Graph Learning via Specformers

Instructions

Run python main.py

Datasets

• Cora => --dataset="cora"
• Citeseer => --dataset="citeseer"
• Amazon Photo => --dataset="photo"
• Chameleon => --dataset="chameleon"
• Squirrel => --dataset="squirrel"

Non-IID concentration α

--alpha=<value>

Dropouts

--tran_dropout=<value> , --feat_dropout=<value>, --prop_dropout=<value>

Normalisations

• LayerNorm => --norm="layer"

Number of Clients

--n_trainer=<value>