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 211–220 of 1192 papers

TitleStatusHype
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Contrastive Laplacian EigenmapsCode1
A Broader Picture of Random-walk Based Graph EmbeddingCode1
FedE: Embedding Knowledge Graphs in Federated SettingCode1
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic EnhancementCode1
Marius: Learning Massive Graph Embeddings on a Single MachineCode1
SHGNN: Structure-Aware Heterogeneous Graph Neural NetworkCode1
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
Quaternion Graph Neural NetworksCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified