SOTAVerified

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 201–225 of 1192 papers

TitleStatusHype
Item-Graph2vec: a Efficient and Effective Approach using Item Co-occurrence Graph Embedding for Collaborative FilteringCode0
Enhancing the Performance of Automated Grade Prediction in MOOC using Graph Representation LearningCode0
Privacy-Preserving Graph Embedding based on Local Differential PrivacyCode0
Efficiently Visualizing Large GraphsCode0
Node-based Knowledge Graph Contrastive Learning for Medical Relationship PredictionCode0
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph EmbeddingCode0
Relation-aware Ensemble Learning for Knowledge Graph EmbeddingCode1
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic EnhancementCode1
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
Multidimensional Hopfield Networks for clustering—0
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings AugmentationCode0
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding—0
Contextualized Structural Self-supervised Learning for Ontology MatchingCode0
Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading—0
Knowledge Graph Embedding: An Overview—0
Model-based Subsampling for Knowledge Graph CompletionCode0
Topological Node2vec: Enhanced Graph Embedding via Persistent HomologyCode1
Force-directed graph embedding with hops distanceCode0
A parameterised model for link prediction using node centrality and similarity measure based on graph embedding—0
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational InferenceCode0
Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks—0
Learning a Patent-Informed Biomedical Knowledge Graph Reveals Technological Potential of Drug Repositioning CandidatesCode0
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports—0
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation LearningCode0
Balancing between the Local and Global Structures (LGS) in Graph EmbeddingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified