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 801–825 of 1192 papers

TitleStatusHype
NASGEM: Neural Architecture Search via Graph Embedding Method—0
Spectral Graph-based Features for Recognition of Handwritten Characters: A Case Study on Handwritten Devanagari Numerals—0
Overlapping Spaces for Compact Graph RepresentationsCode0
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
Jointly Non-Sampling Learning for Knowledge Graph Enhanced RecommendationCode1
ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding—0
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
Knowledge Graph Embedding Compression—0
Approximating Network Centrality Measures Using Node Embedding and Machine LearningCode1
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph CompletionCode1
Expressive Power of Invariant and Equivariant Graph Neural NetworksCode1
Benchmark and Best Practices for Biomedical Knowledge Graph EmbeddingsCode1
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified FrameworkCode2
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node EmbeddingsCode1
TreeRNN: Topology-Preserving Deep GraphEmbedding and LearningCode0
Wasserstein Embedding for Graph LearningCode1
Knowledge Embedding Based Graph Convolutional NetworkCode1
Pairwise Supervision Can Provably Elicit a Decision Boundary—0
DFraud3- Multi-Component Fraud Detection freeof Cold-start—0
5* Knowledge Graph Embeddings with Projective Transformations—0
FREDE: Anytime Graph Embeddings—0
Little Ball of Fur: A Python Library for Graph Sampling—0
DeepGG: a Deep Graph GeneratorCode1
Persona2vec: A Flexible Multi-role Representations Learning Framework for GraphsCode1
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified