This is the code base for the paper "Enhancing Graph Contrastive Learning with Node Similarity".
Please use the commands in {$dataname}_run.sh to reproduce the reported results for the corresponding datasets;
e.g., To obtain Graph-MLP+ performance for the Cora Dataset, please run the commands in GraphMLPPlus/cora_run.sh
The Simlarity Enhanced Models are developed based on:
GRACE： https://github.com/CRIPAC-DIG/GRACE
GCA: https://github.com/CRIPAC-DIG/GCA
Graph-MLP: https://github.com/yanghu819/Graph-MLP