SOTAVerified

Graph Embedding

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

( Image credit: GAT )

Papers

Showing 251300 of 1192 papers

TitleStatusHype
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Improving Disease Comorbidity Prediction Based on Human Interactome with Biologically Supervised Graph EmbeddingCode0
FILDNE: A Framework for Incremental Learning of Dynamic Networks EmbeddingsCode0
CS-TGN: Community Search via Temporal Graph Neural NetworksCode0
CSSR: A Context-Aware Sequential Software Service Recommendation ModelCode0
ATP: Directed Graph Embedding with Asymmetric Transitivity PreservationCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
A Canonicalization Perspective on Invariant and Equivariant LearningCode0
Identifying Conspiracy Theories News based on Event Relation GraphCode0
Independent Distribution Regularization for Private Graph EmbeddingCode0
Knowledge Graph Embedding via Dynamic Mapping MatrixCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation LearningCode0
Cross-Attention Graph Neural Networks for Inferring Gene Regulatory Networks with Skewed Degree DistributionCode0
All Graphs Lead to Rome: Learning Geometric and Cycle-Consistent Representations with Graph Convolutional NetworksCode0
Hierarchical stochastic graphlet embedding for graph-based pattern recognitionCode0
CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph EmbeddingCode0
Convolutional Hypercomplex Embeddings for Link PredictionCode0
Hierarchical Aggregations for High-Dimensional Multiplex Graph EmbeddingCode0
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk PredictionCode0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment AnalysisCode0
Contextualized Structural Self-supervised Learning for Ontology MatchingCode0
HetReGAT-FC: heterogeneous residual graph attention network via feature completionCode0
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational InferenceCode0
Graph Representation Learning via Hard and Channel-Wise Attention NetworksCode0
Graph U-NetsCode0
Graph Representation Learning: A SurveyCode0
Force-directed graph embedding with hops distanceCode0
Graph Representation Learning Beyond Node and HomophilyCode0
GraphVAE: Towards Generation of Small Graphs Using Variational AutoencodersCode0
Connector 0.5: A unified framework for graph representation learningCode0
A Study on Knowledge Graph Embeddings and Graph Neural Networks for Web Of ThingsCode0
Robust Graph Representation Learning for Local Corruption RecoveryCode0
Conditional Structure Generation through Graph Variational Generative Adversarial NetsCode0
Graph isomorphism UNetCode0
Graph Representation Ensemble LearningCode0
Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation LearningCode0
Concept Graph Embedding Models for Enhanced Accuracy and InterpretabilityCode0
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation LearningCode0
Graph Embedding on Biomedical Networks: Methods, Applications, and EvaluationsCode0
Assessing the Effects of Hyperparameters on Knowledge Graph Embedding QualityCode0
Graph Embedding Techniques, Applications, and Performance: A SurveyCode0
Compositional Fairness Constraints for Graph EmbeddingsCode0
Graph-Embedded Subspace Support Vector Data DescriptionCode0
Graph Embedding Augmented Skill Rating SystemCode0
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation LearningCode0
Active Learning for Graph EmbeddingCode0
Graph Embedded Intuitionistic Fuzzy Random Vector Functional Link Neural Network for Class Imbalance LearningCode0
Graph Embedding based Wireless Link Scheduling with Few Training SamplesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0Unverified