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 1001–1025 of 1192 papers

TitleStatusHype
Expeditious Generation of Knowledge Graph EmbeddingsCode0
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot ActionsCode0
Exploring the Representational Power of Graph AutoencoderCode0
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical StudyCode0
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational InferenceCode0
FairMILE: Towards an Efficient Framework for Fair Graph Representation LearningCode0
Fairwalk: Towards fair graph embeddingCode0
Fast Attributed Graph Embedding via Density of StatesCode0
FeatureNorm: L2 Feature Normalization for Dynamic Graph EmbeddingCode0
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and EmbeddingCode0
From axioms over graphs to vectors, and back again: evaluating the properties of graph-based ontology embeddingsCode0
From Local to Global: Spectral-Inspired Graph Neural NetworksCode0
From Node Embedding To Community EmbeddingCode0
Fully Hyperbolic Rotation for Knowledge Graph EmbeddingCode0
GAN-TAT: A Novel Framework Using Protein Interaction Networks in Druggable Gene IdentificationCode0
Gaussian Embedding of Large-scale Attributed GraphsCode0
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph PruningCode0
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement LearningCode0
Geolocation of Cultural Heritage using Multi-View Knowledge Graph EmbeddingCode0
GLEE: Geometric Laplacian Eigenmap EmbeddingCode0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question AnsweringCode0
GPINN: Physics-informed Neural Network with Graph EmbeddingCode0
GRAN is superior to GraphRNN: node orderings, kernel- and graph embeddings-based metrics for graph generatorsCode0
Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associationsCode0
Graph Construction using Principal Axis Trees for Simple Graph ConvolutionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified