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s2e-oog's Introduction

S2E-OOG

  • Code for "Searching to Extrapolate Embedding for Out-of-graph Node Representation Learning"
  • Our dataset is in the link, please put that dataset folder in current path.

方法示意图

Environment configuration (for reference)

  • torch 1.13.1
  • dgl 0.9.1.post1
  • torch-geometric 2.2.0

GPU setting (for reference)

  • 24 GB NVIDIA GeForce RTX 3090 GPU

Run codes for training

  • python main.py -d ACM -e 30 -t 2
  • python main.py -d IMDB -e 20 -t 2
  • python main.py -d OPPO -e 50 -t 3

Run codes for inference

  • python inference.py -d ACM
  • python inference.py -d IMDB
  • python inference.py -d OPPO

s2e-oog's People

Contributors

zgs0314 avatar

Watchers

Kostas Georgiou avatar avatar

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