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 651–700 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
REMOD: Relation Extraction for Modeling Online DiscourseCode0
Modeling Multi-Destination Trips with Sketch-Based ModelCode1
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding—0
Learning Visual Models using a Knowledge Graph as a Trainer—0
Representing Hierarchical Structure by Using Cone Embedding—0
Evaluating Node Embeddings of Complex NetworksCode1
Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention—0
SPADE: A Spectral Method for Black-Box Adversarial Robustness EvaluationCode0
Refining a -nearest neighbor graph for a computationally efficient spectral clusteringCode0
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement LearningCode1
Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery—0
Learning Graph Embeddings for Compositional Zero-shot LearningCode1
Cleora: A Simple, Strong and Scalable Graph Embedding SchemeCode1
Graph Classification Based on Skeleton and Component Features—0
Learning multi-resolution representations of research patterns in bibliographic networksCode0
[Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsCode1
Graph Embedding for Recommendation against Attribute Inference Attacks—0
Unified Framework for Feature Extraction based on Contrastive Learning—0
RelWalk A Latent Variable Model Approach to Knowledge Graph EmbeddingCode0
Ensemble manifold based regularized multi-modal graph convolutional network for cognitive ability prediction—0
Marius: Learning Massive Graph Embeddings on a Single MachineCode1
A Literature Review of Recent Graph Embedding Techniques for Biomedical Data—0
Continual Learning of Knowledge Graph EmbeddingsCode1
Discrete Knowledge Graph Embedding based on Discrete Optimization—0
MöbiusE: Knowledge Graph Embedding on Möbius Ring—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified