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The datasets and source code of #GNN are for Hashing-Accelerated Graph Neural Networks for Link Prediction in WWW 2021.

This algorithm has been adopted in [neo4j](https://neo4j.com/docs/graph-data-science/current/machine-learning/node-embeddings/hashgnn/).

The steps of running the repository in Linux:

Preparation work
Expand Down Expand Up @@ -51,3 +53,12 @@ Generation of experimental results in Matlab
run parameters_save_fingerprints.m
run parameters_lp_evaluation.m
the results are in 'experiments/{data_name}.hashgnn.parameters.results.mat'


@inproceedings{wu2021hashing,
  title={{H}ashing-{A}ccelerated {G}raph {N}eural {N}etworks for {L}ink {P}rediction},
  author={Wu, Wei and Li, Bin and Luo, Chuan and Nejdl, Wolfgang},
  booktitle={WWW},
  pages={2910--2920},
  year={2021}
}