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 111–120 of 1192 papers

TitleStatusHype
One-Hot Graph Encoder EmbeddingCode1
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewCode1
Learning through structure: towards deep neuromorphic knowledge graph embeddingsCode1
Temporal Knowledge Graph Completion using Box EmbeddingsCode1
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network ModelCode1
roadscene2vec: A Tool for Extracting and Embedding Road Scene-GraphsCode1
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention NetworkCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic SpaceCode1
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified