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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 201–250 of 1192 papers

TitleStatusHype
Efficient Hyper-parameter Search for Knowledge Graph EmbeddingCode1
ReGVD: Revisiting Graph Neural Networks for Vulnerability DetectionCode1
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with TransformersCode1
Representing Long-Range Context for Graph Neural Networks with Global AttentionCode1
Revisiting Global Pooling through the Lens of Optimal TransportCode1
SGFormer: Semantic Graph Transformer for Point Cloud-based 3D Scene Graph GenerationCode1
Adaptive Graph Auto-Encoder for General Data ClusteringCode1
Continual Learning of Knowledge Graph EmbeddingsCode1
RulE: Knowledge Graph Reasoning with Rule EmbeddingCode1
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
Graph Convolutional Networks for traffic anomalyCode1
Contrastive Laplacian EigenmapsCode1
A Broader Picture of Random-walk Based Graph EmbeddingCode1
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInECode1
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic EnhancementCode1
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph CompletionCode1
Sem@K: Is my knowledge graph embedding model semantic-aware?Code1
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node EmbeddingsCode1
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision PredictionCode1
Spherical and Hyperbolic Toric Topology-Based Codes On Graph Embedding for Ising MRF Models: Classical and Quantum Topology Machine LearningCode1
Parallel Training of Knowledge Graph Embedding Models: A Comparison of TechniquesCode1
Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental ProtocolCode1
Temporal Knowledge Graph Completion using Box EmbeddingsCode1
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding—0
Authorship Recognition with Short-Text using Graph-based Techniques—0
Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding—0
Deep Learning on Knowledge Graph for Recommender System: A Survey—0
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset—0
Deep Patent Landscaping Model Using Transformer and Graph Embedding—0
Unified Framework for Feature Extraction based on Contrastive Learning—0
Analysis of Drug repurposing Knowledge graphs for Covid-19—0
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion—0
A unified framework based on graph consensus term for multi-view learning—0
Deep Adversarial Network Alignment—0
A Deep Graph Embedding Network Model for Face Recognition—0
Ensemble manifold based regularized multi-modal graph convolutional network for cognitive ability prediction—0
Estimating Vector Fields on Manifolds and the Embedding of Directed Graphs—0
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts—0
Deep Contrastive Multiview Network Embedding—0
Deep Cut-informed Graph Embedding and Clustering—0
A Unified Framework for Cross-Domain and Cross-System Recommendations—0
DEEP GEOMETRICAL GRAPH CLASSIFICATION—0
Ironing the Graphs: Toward a Correct Geometric Analysis of Large-Scale Graphs—0
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
Decomposing User-APP Graph into Subgraphs for Effective APP and User Embedding Learning—0
Data-Efficient Graph Embedding Learning for PCB Component Detection—0
Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation—0
Representing Hierarchical Structure by Using Cone Embedding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified