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 126–150 of 1192 papers

TitleStatusHype
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