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 26–50 of 1192 papers

TitleStatusHype
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
Continual Learning of Knowledge Graph EmbeddingsCode1
A Representation Learning Framework for Property GraphsCode1
Contrastive Laplacian EigenmapsCode1
Expressive Power of Invariant and Equivariant Graph Neural NetworksCode1
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
Cleora: A Simple, Strong and Scalable Graph Embedding SchemeCode1
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain ConnectivityCode1
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule LearningCode1
Adversarial Privacy Preserving Graph Embedding against Inference AttackCode1
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
Adversarially Regularized Graph Autoencoder for Graph EmbeddingCode1
A Multi-purposed Unsupervised Framework for Comparing Embeddings of Undirected and Directed GraphsCode1
Benchmark and Best Practices for Biomedical Knowledge Graph EmbeddingsCode1
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction PerspectiveCode1
Boosting Graph Embedding on a Single GPUCode1
An energy-based model for neuro-symbolic reasoning on knowledge graphsCode1
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph CompletionCode1
An Unsupervised Framework for Comparing Graph EmbeddingsCode1
CausE: Towards Causal Knowledge Graph EmbeddingCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
AirObject: A Temporally Evolving Graph Embedding for Object IdentificationCode1
Adversarial Directed Graph EmbeddingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified