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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 501–550 of 1192 papers

TitleStatusHype
Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning—0
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs—0
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
Topologically Regularized Data EmbeddingsCode0
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
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
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
Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations—0
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
3D Shape Knowledge Graph for Cross-domain 3D Shape Retrieval—0
DyCSC: Modeling the Evolutionary Process of Dynamic Networks Based on Cluster StructureCode0
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding—0
CS-MLGCN : Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks—0
Attention Regularized Laplace Graph for Domain Adaptation—0
Shadfa 0.1: The Iranian Movie Knowledge Graph and Graph-Embedding-Based Recommender System—0
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information NetworksCode0
Using Graph Algorithms to Pretrain Graph Completion Transformers—0
Decomposing User-APP Graph into Subgraphs for Effective APP and User Embedding Learning—0
Behavioral graph fraud detection in E-commerce—0
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph EmbeddingCode0
Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning—0
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies—0
Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph—0
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts—0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs—0
Boosting Code Summarization by Embedding Code StructuresCode0
Spatio-Temporal Relation Learning for Video Anomaly Detection—0
From Local to Global: Spectral-Inspired Graph Neural NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified