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 311–320 of 1192 papers

TitleStatusHype
TIGER: Temporal Interaction Graph Embedding with RestartsCode1
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models—0
Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph—0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link PredictionCode1
Spectral Augmentations for Graph Contrastive Learning—0
Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning—0
PubGraph: A Large-Scale Scientific Knowledge Graph—0
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs—0
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified