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 751–775 of 1192 papers

TitleStatusHype
Tight and fast generalization error bound of graph embedding in metric space—0
Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph—0
Metapath-based Hyperbolic Contrastive Learning for Heterogeneous Graph Embedding—0
Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning—0
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies—0
Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods—0
Milgram's experiment in the knowledge space: Individual navigation strategies—0
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution—0
Time-aware Graph Embedding: A temporal smoothness and task-oriented approach—0
MixKG: Mixing for harder negative samples in knowledge graph—0
Mixture-of-Graphs: Zero-shot Relational Learning for Knowledge Graph by Fusing Ontology and Textual Experts—0
MöbiusE: Knowledge Graph Embedding on Möbius Ring—0
Whom to Learn From? Graph- vs. Text-based Word Embeddings—0
Adaptive Homophily Clustering: Structure Homophily Graph Learning with Adaptive Filter for Hyperspectral Image—0
MTHetGNN: A Heterogeneous Graph Embedding Framework for Multivariate Time Series Forecasting—0
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language—0
Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding—0
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis—0
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding—0
ModulE: Module Embedding for Knowledge Graphs—0
MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings—0
Adaptive Fuzzy C-Means with Graph Embedding—0
MoReL: Multi-omics Relational Learning—0
Co-embedding of Nodes and Edges with Graph Neural Networks—0
A Comprehensive Survey on Deep Graph Representation Learning—0
Show:102550
← PrevPage 31 of 48Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified