swaggyzhang / d2pt

[KDD'23] Learning Strong Graph Neural Networks with Weak Information

D2PT

This is the source code of KDD'23 paper "Learning Strong Graph Neural Networks with Weak Information".

Requirements

This code requires the following:

• Python==3.9
• Pytorch==1.12.1
• Pytorch Geometric==2.3.0

Usage

Just run the script corresponding to the dataset and method you want. For instance:

bash scripts/d2pt/cora.sh

Cite

If you compare with, build on, or use aspects of this work, please cite the following:

@inproceedings{
liu2023learning,
title={Learning Strong Graph Neural Networks with Weak Information},
author={Liu, Yixin and Ding, Kaize and Wang, Jianling and Lee, Vincent and Liu, Huan and Pan, Shirui},
booktitle={Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
year={2023}
}