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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 326–350 of 1192 papers

TitleStatusHype
Analogical Inference Enhanced Knowledge Graph EmbeddingCode1
Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path RuleCode0
Cross Version Defect Prediction with Class Dependency Embeddings—0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and MultimodalCode3
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor DecompositionCode0
Multi-view Graph Convolutional Networks with Differentiable Node Selection—0
Analysis of Drug repurposing Knowledge graphs for Covid-19—0
Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples—0
Dissimilar Nodes Improve Graph Active LearningCode0
Pseudo-Riemannian Embedding Models for Multi-Relational Graph Representations—0
Self Supervised Clustering of Traffic Scenes using Graph Representations—0
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset—0
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure—0
Leveraging Users' Social Network Embeddings for Fake News Detection on Twitter—0
Knowledge Graph Refinement based on Triplet BERT-NetworksCode0
FairMILE: Towards an Efficient Framework for Fair Graph Representation LearningCode0
A robust feature reinforcement framework for heterogeneous graphs neural networksCode0
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk PredictionCode0
DeepE: a deep neural network for knowledge graph embeddingCode0
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language—0
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces—0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified