THOR

ICDM 2022: THOR: Self-Supervised Temporal Knowledge Graph Embedding via Three-Tower Graph Convolutional Networks

Way to preprocess dataset

1. cd data
2. python data.py
3. python construct_graph.py

Just for training ICEWS14 right away

1. python train.py

Test model trained with ICEWS14

1. check best epoch via printed output
2. python test.py

Thank you

Cite

We encourage you to cite our paper if you have used the code in your work. You can use the following BibTex citation:

@inproceedings{--,
  author   = {Yeon{-}Chang Lee and JaeHyun Lee and Dongwon Lee and Sang{-}Wook Kim},
  title     = {THOR: Self-Supervised Temporal Knowledge Graph Embedding via Three-Tower Graph Convolutional Networks},
  booktitle = {--},      
  year      = {2022}
}