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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 76–100 of 1192 papers

TitleStatusHype
Continual Learning of Knowledge Graph EmbeddingsCode1
Adversarially Regularized Graph Autoencoder for Graph EmbeddingCode1
Contrastive Laplacian EigenmapsCode1
Representation Learning for Attributed Multiplex Heterogeneous NetworkCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule LearningCode1
DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource SchedulingCode1
Approximating Network Centrality Measures Using Node Embedding and Machine LearningCode1
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic SpaceCode1
Disentangle-based Continual Graph Representation LearningCode1
Graph Neural Networks for Distributed Power Allocation in Wireless Networks: Aggregation Over-the-AirCode1
Efficient Non-Sampling Knowledge Graph EmbeddingCode1
Efficient Relation-aware Scoring Function Search for Knowledge Graph EmbeddingCode1
A Representation Learning Framework for Property GraphsCode1
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Evaluating Node Embeddings of Complex NetworksCode1
Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding SpaceCode1
Fast and Continual Knowledge Graph Embedding via Incremental LoRACode1
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
Benchmark and Best Practices for Biomedical Knowledge Graph EmbeddingsCode1
funcGNN: A Graph Neural Network Approach to Program SimilarityCode1
FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural NetworksCode1
AirObject: A Temporally Evolving Graph Embedding for Object IdentificationCode1
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified