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Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

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Papers

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Showing 101–150 of 1192 papers

TitleStatusHype
Meta-Knowledge Transfer for Inductive Knowledge Graph EmbeddingCode1
A Broader Picture of Random-walk Based Graph EmbeddingCode1
Boosting Graph Embedding on a Single GPUCode1
Topologically Regularized Data EmbeddingsCode1
PG^2Net: Personalized and Group Preferences Guided Network for Next Place PredictionCode1
ReGVD: Revisiting Graph Neural Networks for Vulnerability DetectionCode1
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph EmbeddingCode1
Hybrid Pointer Networks for Traveling Salesman Problems OptimizationCode1
Inference Attacks Against Graph Neural NetworksCode1
An energy-based model for neuro-symbolic reasoning on knowledge graphsCode1
One-Hot Graph Encoder EmbeddingCode1
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewCode1
Learning through structure: towards deep neuromorphic knowledge graph embeddingsCode1
Temporal Knowledge Graph Completion using Box EmbeddingsCode1
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network ModelCode1
roadscene2vec: A Tool for Extracting and Embedding Road Scene-GraphsCode1
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention NetworkCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic SpaceCode1
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
Differentially Private Federated Knowledge Graphs EmbeddingCode1
Understanding the Performance of Knowledge Graph Embeddings in Drug DiscoveryCode1
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph EmbeddingCode1
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain ConnectivityCode1
SpikE: spike-based embeddings for multi-relational graph dataCode1
Efficient Relation-aware Scoring Function Search for Knowledge Graph EmbeddingCode1
Efficient Non-Sampling Knowledge Graph EmbeddingCode1
Pyramidal Reservoir Graph Neural NetworkCode1
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes AnalysisCode1
Probabilistic Box Embeddings for Uncertain Knowledge Graph ReasoningCode1
Embedding API Dependency Graph for Neural Code GenerationCode1
Graph-based Semi-supervised Learning: A Comprehensive ReviewCode1
Accurate Learning of Graph Representations with Graph Multiset PoolingCode1
Modeling Multi-Destination Trips with Sketch-Based ModelCode1
Evaluating Node Embeddings of Complex NetworksCode1
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement LearningCode1
Cleora: A Simple, Strong and Scalable Graph Embedding SchemeCode1
Learning Graph Embeddings for Compositional Zero-shot LearningCode1
[Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsCode1
Marius: Learning Massive Graph Embeddings on a Single MachineCode1
Continual Learning of Knowledge Graph EmbeddingsCode1
Graph Convolutional Networks for traffic anomalyCode1
On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New InsightsCode1
Bipartite Graph Embedding via Mutual Information MaximizationCode1
xFraud: Explainable Fraud Transaction DetectionCode1
FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural NetworksCode1
PairRE: Knowledge Graph Embeddings via Paired Relation VectorsCode1
FedE: Embedding Knowledge Graphs in Federated SettingCode1
Efficient, Simple and Automated Negative Sampling for Knowledge Graph EmbeddingCode1
Explaining Neural Matrix Factorization with Gradient RollbackCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified