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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 1120 of 32 papers

TitleStatusHype
Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process ApproachCode1
Link Prediction with Contextualized Self-Supervision0
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors0
Barlow Graph Auto-Encoder for Unsupervised Network Embedding0
Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning0
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
Learning Complete Topology-Aware Correlations Between Relations for Inductive Link Prediction0
Link Prediction with Relational Hypergraphs0
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