divelab / Non-Local-GNN

Official implementation of "Non-Local Graph Neural Networks" [TPAMI]

Non-Local Graph Neural Networks

This is the official implementation of the non-local GNNs proposed in the following paper.

Meng Liu*, Zhengyang Wang*, and Shuiwang Ji. "Non-Local Graph Neural Networks". [TPAMI]

Requirements

We include key dependencies below. The versions we used are in the parentheses.

• PyTorch (1.10.1)
• PyTorch Geometric (1.6.3)

Run

cd NLGNN/src
bash longrange.sh

Reference

@article{liu2021non,
  title={Non-local graph neural networks},
  author={Liu, Meng and Wang, Zhengyang and Ji, Shuiwang},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2021},
  publisher={IEEE}
}