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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 701–750 of 1192 papers

TitleStatusHype
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure—0
Relation Embedding for Personalised POI Recommendation—0
AN-GCN: An Anonymous Graph Convolutional Network Defense Against Edge-Perturbing Attack—0
Relevance Score of Triplets Using Knowledge Graph Embedding - The Pigweed Triple Scorer at WSDM Cup 2017—0
RelWalk -- A Latent Variable Model Approach to Knowledge Graph Embedding—0
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification—0
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding—0
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows—0
Representation Learning of EHR Data via Graph-Based Medical Entity Embedding—0
Degree-Based Random Walk Approach for Graph Embedding—0
DemiNet: Dependency-Aware Multi-Interest Network with Self-Supervised Graph Learning for Click-Through Rate Prediction—0
Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction—0
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning—0
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding—0
Resilience in Knowledge Graph Embeddings—0
RESTORE: Graph Embedding Assessment Through Reconstruction—0
A Novel Regularized Principal Graph Learning Framework on Explicit Graph Representation—0
Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings—0
Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space—0
RiskSEA : A Scalable Graph Embedding for Detecting On-chain Fraudulent Activities on the Ethereum Blockchain—0
Robust Graph Embedding with Noisy Link Weights—0
Robust Knowledge Graph Embedding via Denoising—0
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion—0
Rule-Guided Joint Embedding Learning over Knowledge Graphs—0
Runtime Performances Benchmark for Knowledge Graph Embedding Methods—0
SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation—0
SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models—0
SAGMAN: Stability Analysis of Graph Neural Networks on the Manifolds—0
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning—0
Scalable Deep Metric Learning on Attributed Graphs—0
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding—0
Scalable Graph Embedding LearningOn A Single GPU—0
Scalable Graph Embeddings via Sparse Transpose Proximities—0
Scalable Hierarchical Embeddings of Complex Networks—0
Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks—0
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications—0
Scalar Coupling Constant Prediction Using Graph Embedding Local Attention Encoder—0
Scaling Knowledge Graph Embedding Models—0
SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches—0
Scientific Dataset Discovery via Topic-level Recommendation—0
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions—0
Seeing All From a Few: Nodes Selection Using Graph Pooling for Graph Clustering—0
Self Supervised Clustering of Traffic Scenes using Graph Representations—0
Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery—0
Self-Supervised Graph Embedding Clustering—0
Semantically Enhanced Models for Commonsense Knowledge Acquisition—0
Semantically Smooth Knowledge Graph Embedding—0
Semantic tradeoff for heterogeneous graph embedding—0
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified