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 651–675 of 1192 papers

TitleStatusHype
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis—0
Combining exogenous and endogenous signals with a semi-supervised co-attention network for early detection of COVID-19 fake tweetsCode0
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph EmbeddingsCode0
Pyramidal Reservoir Graph Neural NetworkCode1
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes AnalysisCode1
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding—0
Probabilistic Box Embeddings for Uncertain Knowledge Graph ReasoningCode1
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed—0
DyGCN: Dynamic Graph Embedding with Graph Convolutional Network—0
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding—0
Embedding API Dependency Graph for Neural Code GenerationCode1
Community Detection in General Hypergraph via Graph Embedding—0
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings—0
Expanding Semantic Knowledge for Zero-shot Graph Embedding—0
ChronoR: Rotation Based Temporal Knowledge Graph Embedding—0
Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning—0
Scalable Hypergraph Embedding System—0
Grassmann Graph Embedding—0
The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness RegularizerCode0
CogDL: A Comprehensive Library for Graph Deep LearningCode2
FeatureNorm: L2 Feature Normalization for Dynamic Graph EmbeddingCode0
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph EmbeddingCode0
Graph-based Semi-supervised Learning: A Comprehensive ReviewCode1
Graphfool: Targeted Label Adversarial Attack on Graph Embedding—0
Accurate Learning of Graph Representations with Graph Multiset PoolingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified