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Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

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Papers

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Showing 101–125 of 1192 papers

TitleStatusHype
Meta-Knowledge Transfer for Inductive Knowledge Graph EmbeddingCode1
A Broader Picture of Random-walk Based Graph EmbeddingCode1
Boosting Graph Embedding on a Single GPUCode1
Topologically Regularized Data EmbeddingsCode1
PG^2Net: Personalized and Group Preferences Guided Network for Next Place PredictionCode1
ReGVD: Revisiting Graph Neural Networks for Vulnerability DetectionCode1
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph EmbeddingCode1
Inference Attacks Against Graph Neural NetworksCode1
Hybrid Pointer Networks for Traveling Salesman Problems OptimizationCode1
An energy-based model for neuro-symbolic reasoning on knowledge graphsCode1
One-Hot Graph Encoder EmbeddingCode1
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewCode1
Learning through structure: towards deep neuromorphic knowledge graph embeddingsCode1
Temporal Knowledge Graph Completion using Box EmbeddingsCode1
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network ModelCode1
roadscene2vec: A Tool for Extracting and Embedding Road Scene-GraphsCode1
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention NetworkCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic SpaceCode1
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
Differentially Private Federated Knowledge Graphs EmbeddingCode1
Understanding the Performance of Knowledge Graph Embeddings in Drug DiscoveryCode1
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph EmbeddingCode1
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain ConnectivityCode1
SpikE: spike-based embeddings for multi-relational graph dataCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified