SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

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Showing 121–130 of 1192 papers

TitleStatusHype
Deep Learning for Community Detection: Progress, Challenges and OpportunitiesCode1
Deep Hypergraph U-Net for Brain Graph Embedding and ClassificationCode1
An energy-based model for neuro-symbolic reasoning on knowledge graphsCode1
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction PerspectiveCode1
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
Marius: Learning Massive Graph Embeddings on a Single MachineCode1
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic SpaceCode1
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention NetworkCode1
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
Boosting Graph Embedding on a Single GPUCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified