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Graph Embedding

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

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Papers

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Showing 301–350 of 1192 papers

TitleStatusHype
Multi-Paradigm Analysis of Thai Capital Market Linkages: Bivariate/Vine Copulas, Granger Causality, Network Centrality, and Graph Neural Network/Graph Embedding ApproachesCode0
Refining a k-nearest neighbor graph for a computationally efficient spectral clusteringCode0
Graph Construction using Principal Axis Trees for Simple Graph ConvolutionCode0
Random Projection Forest Initialization for Graph Convolutional NetworksCode0
Approximate spectral clustering with eigenvector selection and self-tuned kCode0
Approximate spectral clustering density-based similarity for noisy datasetsCode0
MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis—0
Conformal Prediction for Network-Assisted Regression—0
Persian topic detection based on Human Word association and graph embedding—0
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder IdentificationCode0
TIGER: Temporal Interaction Graph Embedding with RestartsCode1
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models—0
Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph—0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Spectral Augmentations for Graph Contrastive Learning—0
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link PredictionCode1
Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning—0
PubGraph: A Large-Scale Scientific Knowledge Graph—0
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs—0
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal TransportCode1
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms—0
Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding—0
Sem@K: Is my knowledge graph embedding model semantic-aware?Code1
Topologically Regularized Data EmbeddingsCode0
Analogical Inference Enhanced Knowledge Graph EmbeddingCode1
Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path RuleCode0
Cross Version Defect Prediction with Class Dependency Embeddings—0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and MultimodalCode3
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor DecompositionCode0
Multi-view Graph Convolutional Networks with Differentiable Node Selection—0
Analysis of Drug repurposing Knowledge graphs for Covid-19—0
Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples—0
Dissimilar Nodes Improve Graph Active LearningCode0
Pseudo-Riemannian Embedding Models for Multi-Relational Graph Representations—0
Self Supervised Clustering of Traffic Scenes using Graph Representations—0
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset—0
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure—0
Leveraging Users' Social Network Embeddings for Fake News Detection on Twitter—0
Knowledge Graph Refinement based on Triplet BERT-NetworksCode0
FairMILE: Towards an Efficient Framework for Fair Graph Representation LearningCode0
A robust feature reinforcement framework for heterogeneous graphs neural networksCode0
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk PredictionCode0
DeepE: a deep neural network for knowledge graph embeddingCode0
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language—0
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces—0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified