clearloveyuan / bite-gcn

Source code of "WSDM21 - BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks"

BiTe-GCN

This repository contains the demo code of the paper:

BiTe-GCN: A New GCN Architecture via BidirectionalConvolution of Topology and Features on Text-Rich Networks

which has been accepted by WSDM2021.

Requirements:

* PyTorch
* DGL
* NumPy
* tqdm
* NetworkX
* SciPy

Example

bash run_demo.sh

Citing

@inproceedings{bite-gcn,
 author = {Di Jin, Xiangchen Song, Zhizhi Yu, Ziyang Liu, Heling Zhang,Zhaomeng Cheng, and Jiawei Han},
 title = {BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks},
 booktitle = {Proceedings of the 14th ACM International Conference on Web Search and Data Mining},
 year = {2021},
 pages = {157--165},
}