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 71–80 of 1192 papers

TitleStatusHype
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph EmbeddingsCode1
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph EmbeddingsCode1
A Representation Learning Framework for Property GraphsCode1
Kronecker Decomposition for Knowledge Graph EmbeddingsCode1
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous KnowledgeCode1
Efficient Hyper-parameter Search for Knowledge Graph EmbeddingCode1
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding ReasoningCode1
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic RepresentationsCode1
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality ReductionCode1
Sequence-to-Sequence Knowledge Graph Completion and Question AnsweringCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified