DHGR: Deep Heterophily Graph Rewiring (IEEE TKDE)

Code implementation of the paper accepted by IEEE TKDE2024: "Make Heterophilic Graphs Better Fit GNN: A Graph Rewiring Approach". DHGR is a simple and efficient Graph Rewiring approach for Heterophilic Graphs.

The complete code will be released soon. Thanks for your attention.

• Paper (preprint): https://ieeexplore.ieee.org/abstract/document/10634240

To reproduce the results in the paper, please install the packages according to conda_envrionments.txt, and refer to the commonds in run.sh to train the model. We also provide some ipynb files with our training results logging in the path of DHGR/demo/*.ipynb.

For more details, please refer to our preprint paper:https://ieeexplore.ieee.org/abstract/document/10634240. Thanks for your attention.