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 51–60 of 1192 papers

TitleStatusHype
TIGER: Temporal Interaction Graph Embedding with RestartsCode1
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link PredictionCode1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal TransportCode1
Sem@K: Is my knowledge graph embedding model semantic-aware?Code1
Analogical Inference Enhanced Knowledge Graph EmbeddingCode1
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
RulE: Knowledge Graph Reasoning with Rule EmbeddingCode1
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
Parameter-free Dynamic Graph Embedding for Link PredictionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified