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 301–350 of 1192 papers

TitleStatusHype
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Combining exogenous and endogenous signals with a semi-supervised co-attention network for early detection of COVID-19 fake tweetsCode0
Improving Disease Comorbidity Prediction Based on Human Interactome with Biologically Supervised Graph EmbeddingCode0
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
A robust feature reinforcement framework for heterogeneous graphs neural networksCode0
A Robust and Generalized Framework for Adversarial Graph EmbeddingCode0
FILDNE: A Framework for Incremental Learning of Dynamic Networks EmbeddingsCode0
CoKE: Contextualized Knowledge Graph EmbeddingCode0
Hyperparameter-free and Explainable Whole Graph EmbeddingCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
A Geometric Perspective for High-Dimensional Multiplex GraphsCode0
Cluster Algebras: Network Science and Machine LearningCode0
Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User AnomaliesCode0
Are Graph Embeddings the Panacea? An Empirical Survey from the Data Fitness PerspectiveCode0
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational InferenceCode0
Identifying Conspiracy Theories News based on Event Relation GraphCode0
Independent Distribution Regularization for Private Graph EmbeddingCode0
Spatio-Temporal Action Graph NetworksCode0
Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community LabelingCode0
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph EmbeddingCode0
Hierarchical stochastic graphlet embedding for graph-based pattern recognitionCode0
A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddingsCode0
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings AugmentationCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk PredictionCode0
Symbolic Graph Embedding using Frequent Pattern MiningCode0
Hierarchical Aggregations for High-Dimensional Multiplex Graph EmbeddingCode0
Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation LearningCode0
Graph U-NetsCode0
GraphVAE: Towards Generation of Small Graphs Using Variational AutoencodersCode0
GraphZoom: A multi-level spectral approach for accurate and scalable graph embeddingCode0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
Approximate spectral clustering density-based similarity for noisy datasetsCode0
Embedding Graphs on Grassmann ManifoldCode0
Graph Representation Learning: A SurveyCode0
Embedding-Based Entity Alignment Using Relation Structural SimilarityCode0
Approximate spectral clustering with eigenvector selection and self-tuned kCode0
Embedding Knowledge Graphs Attentive to Positional and Centrality QualitiesCode0
Graph Representation Learning Beyond Node and HomophilyCode0
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment AnalysisCode0
HetReGAT-FC: heterogeneous residual graph attention network via feature completionCode0
End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionCode0
EL Embeddings: Geometric construction of models for the Description Logic EL ++Code0
Robust Graph Representation Learning for Local Corruption RecoveryCode0
Ego-CNN: Distributed, Egocentric Representations of Graphs for Detecting Critical StructuresCode0
CausalLP: Learning causal relations with weighted knowledge graph link predictionCode0
Graph Representation Ensemble LearningCode0
Enhancing the Performance of Automated Grade Prediction in MOOC using Graph Representation LearningCode0
Graph Representation Learning via Hard and Channel-Wise Attention NetworksCode0
AdvSGM: Differentially Private Graph Learning via Adversarial Skip-gram ModelCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified