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 176–200 of 1192 papers

TitleStatusHype
Learning Geo-Contextual Embeddings for Commuting Flow PredictionCode1
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link PredictionCode1
Marius: Learning Massive Graph Embeddings on a Single MachineCode1
A Representation Learning Framework for Property GraphsCode1
Accurate Learning of Graph Representations with Graph Multiset PoolingCode1
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous KnowledgeCode1
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
AutoSF: Searching Scoring Functions for Knowledge Graph EmbeddingCode1
Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement LearningCode1
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic SpaceCode1
Localized Sparse Incomplete Multi-view ClusteringCode1
Deep Hypergraph U-Net for Brain Graph Embedding and ClassificationCode1
Deep Learning for Community Detection: Progress, Challenges and OpportunitiesCode1
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionCode1
Modeling Multi-Destination Trips with Sketch-Based ModelCode1
DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource SchedulingCode1
Multi-View Brain HyperConnectome AutoEncoder For Brain State ClassificationCode1
Network-principled deep generative models for designing drug combinations as graph setsCode1
Graph Neural Networks for Distributed Power Allocation in Wireless Networks: Aggregation Over-the-AirCode1
Composition-based Multi-Relational Graph Convolutional NetworksCode1
Node Embedding from Neural Hamiltonian Orbits in Graph Neural NetworksCode1
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph EmbeddingCode1
On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New InsightsCode1
Embedding API Dependency Graph for Neural Code GenerationCode1
Differentially Private Federated Knowledge Graphs EmbeddingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified