This repository is the implementation of the experiments in the following paper:
@article{SD,
author = "Cheng, Qi and Long, lang and Feng, Weixing",
title = "A Universal Strategy for Smoothing Deceleration in Deep Graph Neural Networks",
year = "2024",
type = "Journal Article"
}
- torch 2.2.0+cu118
- torch-cluster 1.6.3+pt22cu118
- torch-geometric 2.5.1
- torch-scatter 2.1.2+pt22cu118
- torch-sparse 0.6.18+pt22cu118
- torch-spline-conv 1.2.2+pt22cu118
- scikit-learn 0.24.2
- numpy 1.20.3
- CUDA 11.8 Install related dependencies:
pip install -r requirements.txt
bash ./run.sh