yeze16159 / CurvGN

Curvature Graph Network

CurvGN

Curvature Graph Network

Requirement:

• numpy

• torch

• torch_geometric

• networkx

• GraphRicciCurvature

Run BenchMark:

python pipelines.py

Run synthetic experiment:

cd syndata
python Ranset_gen.py
cd ..
./pipelines_heat.sh

Cite:

Please cite our paper in following if you use this code in your work:

@inproceedings{ze20curvature,
   title="Curvature Graph Network",
   author="Ze Ye and Kin Sum Liu and Tengfei Ma and Jie Gao and Chao Chen",
   booktitle="Proceedings of the 8th International Conference on Learning Representations (ICLR 2020)",
   month="April",
   year="2020"
}