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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 151–175 of 1192 papers

TitleStatusHype
Hardware-agnostic Computation for Large-scale Knowledge Graph EmbeddingsCode1
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain ConnectivityCode1
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes AnalysisCode1
Cleora: A Simple, Strong and Scalable Graph Embedding SchemeCode1
Adversarially Regularized Graph Autoencoder for Graph EmbeddingCode1
Continual Learning of Knowledge Graph EmbeddingsCode1
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph CompletionCode1
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
Adversarial Privacy Preserving Graph Embedding against Inference AttackCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
Inductive Representation Learning on Temporal GraphsCode1
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule LearningCode1
CausE: Towards Causal Knowledge Graph EmbeddingCode1
Interpreting single-cell and spatial omics data using deep neural network training dynamicsCode1
Iterative Context-Aware Graph Inference for Visual DialogCode1
Approximating Network Centrality Measures Using Node Embedding and Machine LearningCode1
Expressive Power of Invariant and Equivariant Graph Neural NetworksCode1
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention NetworkCode1
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph EmbeddingsCode1
DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource SchedulingCode1
Deep Learning for Community Detection: Progress, Challenges and OpportunitiesCode1
Knowledge Graph Embedding for Link Prediction: A Comparative AnalysisCode1
Knowledge Graph Embedding Methods for Entity Alignment: An Experimental ReviewCode1
FedE: Embedding Knowledge Graphs in Federated SettingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified