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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

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Showing 1–32 of 32 papers

TitleStatusHype
Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph ReasoningCode0
Leap: Inductive Link Prediction via Learnable TopologyAugmentationCode0
Reevaluation of Inductive Link PredictionCode0
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors—0
MOTIVE: A Drug-Target Interaction Graph For Inductive Link PredictionCode1
Multi-Label Zero-Shot Product Attribute-Value ExtractionCode0
Link Prediction with Relational Hypergraphs—0
Inductive Link Prediction in Knowledge Graphs using Path-based Neural NetworksCode0
Towards Enhancing Relational Rules for Knowledge Graph Link PredictionCode0
A Benchmark for Semi-Inductive Link Prediction in Knowledge GraphsCode0
Event Prediction using Case-Based Reasoning over Knowledge GraphsCode1
Learning Complete Topology-Aware Correlations Between Relations for Inductive Link Prediction—0
Towards Semantically Enriched Embeddings for Knowledge Graph Completion—0
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction—0
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes—0
Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process ApproachCode1
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
Disconnected Emerging Knowledge Graph Oriented Inductive Link PredictionCode1
Neighborhood-aware Scalable Temporal Network Representation LearningCode1
Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge GraphsCode1
An Open Challenge for Inductive Link Prediction on Knowledge GraphsCode1
Link Prediction with Contextualized Self-Supervision—0
Barlow Graph Auto-Encoder for Unsupervised Network Embedding—0
How Neural Processes Improve Graph Link PredictionCode0
Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning—0
Improving Inductive Link Prediction Using Hyper-Relational FactsCode1
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge GraphsCode1
Inductive Entity Representations from Text via Link PredictionCode1
Inductive Link Prediction for Nodes Having Only Attribute InformationCode1
DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsCode0
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