SOTAVerified

Graph Embedding

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

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–750 of 1192 papers

TitleStatusHype
A Unified Framework for Cross-Domain and Cross-System Recommendations—0
Deep Contrastive Multiview Network Embedding—0
Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associationsCode0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
DGEM: A New Dual-modal Graph Embedding Method in Recommendation System—0
Hyperparameter-free and Explainable Whole Graph EmbeddingCode0
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification—0
Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance—0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
Graph Representation Learning on Tissue-Specific Multi-Omics—0
MIPO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation LearningCode0
A Survey of Knowledge Graph Embedding and Their Applications—0
Exploiting Network Structures to Improve Semantic Representation for the Financial Domain—0
Region attention and graph embedding network for occlusion objective class-based micro-expression recognition—0
EchoEA: Echo Information between Entities and Relations for Entity AlignmentCode0
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations—0
Rating and aspect-based opinion graph embeddings for explainable recommendations—0
PPGN: Physics-Preserved Graph Networks for Real-Time Fault Location in Distribution Systems with Limited Observation and Labels—0
Trans4E: Link Prediction on Scholarly Knowledge Graphs—0
Convolutional Hypercomplex Embeddings for Link PredictionCode0
Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs—0
Behavioral Testing of Knowledge Graph Embedding Models for Link Prediction—0
Exploring the Representational Power of Graph AutoencoderCode0
3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching—0
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph EmbeddingCode0
Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field—0
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding—0
Relation order histograms as a network embedding toolCode0
Scientific Dataset Discovery via Topic-level Recommendation—0
Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled GraphsCode0
Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey—0
Low Complexity Recruitment for Collaborative Mobile Crowdsourcing Using Graph Neural Networks—0
Embedding Knowledge Graphs Attentive to Positional and Centrality QualitiesCode0
Network embedding unveils the hidden interactions in the mammalian virome—0
High Tension Lines: Predicting robustness of high-voltage power-grids to cascading failure using network embedding—0
Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems—0
Out-of-Vocabulary Entities in Link PredictionCode0
Adversarial Attack Framework on Graph Embedding Models with Limited Knowledge—0
A Comprehensive Survey on Community Detection with Deep Learning—0
A unified framework based on graph consensus term for multi-view learning—0
A Robust and Generalized Framework for Adversarial Graph EmbeddingCode0
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph CompletionCode0
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes—0
Consistent Multiple Graph Embedding for Multi-View Clustering—0
Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphs—0
Seeing All From a Few: Nodes Selection Using Graph Pooling for Graph Clustering—0
An Adversarial Transfer Network for Knowledge Representation LearningCode0
Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph—0
Graph-Embedded Subspace Support Vector Data DescriptionCode0
Unsupervised Deep Manifold Attributed Graph EmbeddingCode0
Show:102550
← PrevPage 15 of 24Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified