node_classification

Run NeuralWalker on node classification tasks

We showcase how to integrate NeuralWalker with existing message-passing based models. We integrate here NeuralWalker with Polynormer, SOTA model for node classification.

Reproducing results on heterophilous datasets

To run our model on pokec, you need to install pip install gdown.

# running all experiments with full batch training
bash run.sh

# running all experiments with mini-batch training (only required for ogbn-products and pokec)
cd large_graph_exp
bash run_large.sh