Topology Only Pre-Training: Towards Generalised Multi-Domain Graph Models

Alex O. Davies, Riku W. Green, Nirav S. Ajmeri +1

The principal benefit of unsupervised representation learning is that a pre-trained model can be fine-tuned where data or labels are scarce. Existing approaches for graph represent…