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Inductive Link Prediction

In inductive link prediction inference is performed on a new, unseen graph whereas classical transductive link prediction performs both training and inference on the same graph.

Papers

Showing 2130 of 32 papers

TitleStatusHype
Learning Complete Topology-Aware Correlations Between Relations for Inductive Link Prediction0
Towards Semantically Enriched Embeddings for Knowledge Graph Completion0
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction0
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes0
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation TypesCode0
IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying ScaleCode0
RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge GraphsCode0
Link Prediction with Contextualized Self-Supervision0
Barlow Graph Auto-Encoder for Unsupervised Network Embedding0
How Neural Processes Improve Graph Link PredictionCode0
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