Graph Neural Networks

Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types
The task of inductive link prediction in discrete attributed multigraphs (e.g., knowledge graphs, multilayer networks, heterogeneous …
Jianfei Gao, Yangze Zhou, Jincheng Zhou, Bruno Ribeiro
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An OOD Multi-Task Perspective for Link Prediction with New Relation Types and Nodes
The task of inductive link prediction in (discrete) attributed multigraphs infers missing attributed links (relations) between nodes in …
Jincheng Zhou, Beatrice Bevilacqua, Bruno Ribeiro
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