This repository is an official PyTorch(Geometric) implementation of analysis/models in "A Topological Perspective on Demystifying GNN-Based Link Prediction Performance".
If you use this code, please consider citing:
@inproceedings{wang2023topological,
title={A Topological Perspective on Demystifying GNN-Based Link Prediction Performance},
author={Wang, Yu and Zhao, Tong and Zhao, Yuying and Liu, Yunchao and Cheng, Xueqi and Shah, Neil and Derr, Tyler},
booktitle={The Twelfth International Conference on Learning Representations},
year={2023}
}