SOTAVerified

Graph Embedding

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

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 776–800 of 1192 papers

TitleStatusHype
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
MRA-GNN: Minutiae Relation-Aware Model over Graph Neural Network for Fingerprint Embedding—0
MS-IMAP -- A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning—0
Coarse-to-Fine Classification via Parametric and Nonparametric Models for Computer-Aided Diagnosis—0
MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs—0
MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings—0
MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis—0
TorusE: Knowledge Graph Embedding on a Lie Group—0
Multidimensional Hopfield Networks for clustering—0
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis—0
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network—0
A Comprehensive Survey on Community Detection with Deep Learning—0
MULTI-LEVEL APPROACH TO ACCURATE AND SCALABLE HYPERGRAPH EMBEDDING—0
Class Granularity: How richly does your knowledge graph represent the real world?—0
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding—0
Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery—0
Data Poisoning Attack against Knowledge Graph Embedding—0
Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph—0
Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning—0
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning—0
ChronoR: Rotation Based Temporal Knowledge Graph Embedding—0
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning—0
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction—0
Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning—0
Unifying Graph Embedding Features with Graph Convolutional Networks for Skeleton-based Action Recognition—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified