This is the implementation of "Inductive Link Prediction for Nodes Having Only Attribute Information " published at IJCAI 2020.
pytorch 1.4.0
python 3.7.4
pytorch-geometric 1.4.3
cuda 10.1
python train.py
More datasets can be found at https://pytorch-geometric.readthedocs.io/en/latest/modules/datasets.html.
Please cite our IJCAI 2020 paper:
@inproceedings{ijcai2020-168,
title = {Inductive Link Prediction for Nodes Having Only Attribute Information},
author = {Hao, Yu and Cao, Xin and Fang, Yixiang and Xie, Xike and Wang, Sibo},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI-20}},
publisher = {International Joint Conferences on Artificial Intelligence Organization},
editor = {Christian Bessiere},
pages = {1209--1215},
year = {2020},
month = {7},
note = {Main track}
doi = {10.24963/ijcai.2020/168},
url = {https://doi.org/10.24963/ijcai.2020/168},
}