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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 951–975 of 1192 papers

TitleStatusHype
Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding—0
Unsupervised Universal Self-Attention Network for Graph Classification—0
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions—0
NoiGAN: NOISE AWARE KNOWLEDGE GRAPH EMBEDDING WITH GAN—0
Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds—0
Learning Universal Graph Neural Network Embeddings With Aid Of Transfer LearningCode0
Triplet-Aware Scene Graph Embeddings—0
Group Representation Theory for Knowledge Graph Embedding—0
Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network—0
Composing Knowledge Graph Embeddings via Word Embeddings—0
Graph Representation Ensemble LearningCode0
Parallel Computation of Graph Embeddings—0
Structured Query Construction via Knowledge Graph Embedding—0
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs—0
Graph Representation Learning: A SurveyCode0
Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding—0
Whom to Learn From? Graph- vs. Text-based Word Embeddings—0
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation RepresentationCode0
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific NetworksCode0
HRGE-Net: Hierarchical Relational Graph Embedding Network for Multi-view 3D Shape Recognition—0
Graph Embedding Based Hybrid Social Recommendation System—0
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs—0
Molecule Property Prediction Based on Spatial Graph EmbeddingCode0
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules—0
Benchmarks for Graph Embedding EvaluationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified