Graph Contrastive Learning with Stable and Scalable Paper link: https://proceedings.neurips.cc/paper_files/paper/2023/file/8e9a6582caa59fda0302349702965171-Paper-Conference.pdf Author's code repo: https://github.com/bdy9527/Sp2GCL. Dataset Statics Dataset # Nodes # Edges # Classes PubMed 19,717 88,648 3 Wiki-CS 11,701 216,123 10 Facebook 22,470 342,004 4 Results TL_BACKEND="torch" python sp2gcl_trainer.py --dataset pubmed --hidden_dim 4096 --spe_dim 30 --output_dim 32 --lr 0.001 --period 50 --l2_coef 5e-4 --n_epoch 5 TL_BACKEND="torch" python sp2gcl_trainer.py --dataset wikics --hidden_dim 2048 --spe_dim 100 --output_dim 32 --lr 0.001 --period 10 --l2_coef 5e-1 --n_epoch 3 TL_BACKEND="torch" python sp2gcl_trainer.py --dataset facebook --hidden_dim 1500 --spe_dim 100 --output_dim 32 --lr 0.001 --period 10 --l2_coef 5e-4 --n_epoch 5 Dataset Statics Dataset Paper Code Out(th) PubMed 82.3±0.3 78.66±0.76 Wiki-CS 79.42±0.19 78.64±0.20 Facebook 90.43±0.13 87.53±0.34