frankhlchi / SimEnhancedGCL

Code for the paper "Enhancing Graph Contrastive Learning with Node Similarity".

SimEnhancedGCL

This is the code base for the paper "Enhancing Graph Contrastive Learning with Node Similarity".

Reproduction

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

Reference

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