Link Prediction with GNN - benchmark SEAL (learning from Subgraphs, Embeddings and Attributes for Link prediction)
Zhang, Muhan and Li, Pan and Xia, Yinglong and Wang, Kai and Jin, Long.Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning. Advances in Neural Information Processing Systems, vol 34, 2021.
Zhang, Muhan and Chen, Yixin. Link prediction based on graph neural networks. Advances in Neural Information Processing Systems, pp. 5165-5175, 2018.