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 401–425 of 1192 papers

TitleStatusHype
Conditional Structure Generation through Graph Variational Generative Adversarial NetsCode0
Dynamic Graph Representation Learning with Fourier Temporal State EmbeddingCode0
Dynamic Graph Representation Learning via Self-Attention NetworksCode0
From axioms over graphs to vectors, and back again: evaluating the properties of graph-based ontology embeddingsCode0
Faithiful Embeddings for EL++ Knowledge BasesCode0
Molecule Property Prediction Based on Spatial Graph EmbeddingCode0
Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled GraphsCode0
From Local to Global: Spectral-Inspired Graph Neural NetworksCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional NetworksCode0
Multi-Paradigm Analysis of Thai Capital Market Linkages: Bivariate/Vine Copulas, Granger Causality, Network Centrality, and Graph Neural Network/Graph Embedding ApproachesCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
DynamicGEM: A Library for Dynamic Graph Embedding MethodsCode0
HetReGAT-FC: heterogeneous residual graph attention network via feature completionCode0
DyCSC: Modeling the Evolutionary Process of Dynamic Networks Based on Cluster StructureCode0
Boosting Code Summarization by Embedding Code StructuresCode0
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk PredictionCode0
DUPLEX: Dual GAT for Complex Embedding of Directed GraphsCode0
NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture SearchCode0
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph EmbeddingCode0
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment AnalysisCode0
Do Similar Entities have Similar Embeddings?Code0
GraphZoom: A multi-level spectral approach for accurate and scalable graph embeddingCode0
Hierarchical Aggregations for High-Dimensional Multiplex Graph EmbeddingCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
Show:102550
← PrevPage 17 of 48Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified