HOG-GCN

Source code for AAAI2022 "[Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily"

Environment Settings

• python == 3.7
• Pytorch == 1.1.0
• Numpy == 1.16.2

Usage

python main_homo.py -dataset cora

• dataset: including [Texas, Cornell, Wisconsin, Film, Cora, Citeseer, Pubmed]

Reference

If you make advantage of HOG-GCN in your research, please cite the following in your manuscript:

Wang, Tao, et al. "Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily." In AAAI. 2022.

License

Tianjin University