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 171–180 of 1192 papers

TitleStatusHype
Knowledge Graph Embedding for Link Prediction: A Comparative AnalysisCode1
Knowledge Graph Embedding Methods for Entity Alignment: An Experimental ReviewCode1
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph EmbeddingCode1
Kronecker Decomposition for Knowledge Graph EmbeddingsCode1
Cleora: A Simple, Strong and Scalable Graph Embedding SchemeCode1
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity TypingCode1
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link PredictionCode1
Learning through structure: towards deep neuromorphic knowledge graph embeddingsCode1
A Representation Learning Framework for Property GraphsCode1
Fast and Continual Knowledge Graph Embedding via Incremental LoRACode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified