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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 926–950 of 1192 papers

TitleStatusHype
Attributed Graph Clustering: A Deep Attentional Embedding ApproachCode0
Augmenting Knowledge Graphs for Better Link PredictionCode0
Automatic selection of clustering algorithms using supervised graph embeddingCode0
Balancing between the Local and Global Structures (LGS) in Graph EmbeddingCode0
Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic DecompositionCode0
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific NetworksCode0
Benchmarks for Graph Embedding EvaluationCode0
Billion-scale Commodity Embedding for E-commerce Recommendation in AlibabaCode0
Binarized Attributed Network EmbeddingCode0
Biomedical Knowledge Graph Embeddings with Negative StatementsCode0
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph EmbeddingCode0
Boosting Code Summarization by Embedding Code StructuresCode0
Faithiful Embeddings for EL++ Knowledge BasesCode0
Bridging the Gap between Community and Node Representations: Graph Embedding via Community DetectionCode0
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health ClassificationCode0
CausalLP: Learning causal relations with weighted knowledge graph link predictionCode0
Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community LabelingCode0
Spatio-Temporal Action Graph NetworksCode0
Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User AnomaliesCode0
Cluster Algebras: Network Science and Machine LearningCode0
CoKE: Contextualized Knowledge Graph EmbeddingCode0
Combining exogenous and endogenous signals with a semi-supervised co-attention network for early detection of COVID-19 fake tweetsCode0
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation LearningCode0
Compositional Fairness Constraints for Graph EmbeddingsCode0
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified