SOTAVerified

Graph Embedding

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

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 1192 papers

TitleStatusHype
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion FunctionalsCode0
SENSEi: Input-Sensitive Compilation for Accelerating GNNs—0
TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation RotationCode1
A Decade of Scholarly Research on Open Knowledge GraphsCode0
TuckerDNCaching: high-quality negative sampling with tucker decompositionCode0
Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method—0
GPINN: Physics-informed Neural Network with Graph EmbeddingCode0
Contextual Dictionary Lookup for Knowledge Graph Completion—0
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInECode1
MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs—0
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives—0
HetReGAT-FC: heterogeneous residual graph attention network via feature completionCode0
Semantic tradeoff for heterogeneous graph embedding—0
Knowledge Graph Embedding with Electronic Health Records Data via Latent Graphical Block Model—0
Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction—0
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy TasksCode0
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation LearningCode0
Node Embedding from Neural Hamiltonian Orbits in Graph Neural NetworksCode1
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with TransformersCode1
An Investigation of Evaluation Metrics for Automated Medical Note GenerationCode0
How to Turn Your Knowledge Graph Embeddings into Generative ModelsCode1
3D Rotation and Translation for Hyperbolic Knowledge Graph EmbeddingCode0
Friendly Neighbors: Contextualized Sequence-to-Sequence Link PredictionCode1
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph EmbeddingCode0
Show:102550
← PrevPage 11 of 48Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified