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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 851–900 of 1192 papers

TitleStatusHype
VGCN-BERT: Augmenting BERT with Graph Embedding for Text ClassificationCode1
Iterative Context-Aware Graph Inference for Visual DialogCode1
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction—0
Deep Learning on Knowledge Graph for Recommender System: A Survey—0
K-Core based Temporal Graph Convolutional Network for Dynamic GraphsCode1
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification—0
Learning by Sampling and Compressing: Efficient Graph Representation Learning with Extremely Limited Annotations—0
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
Unsupervised Graph Embedding via Adaptive Graph Learning—0
Supervised Domain Adaptation using Graph EmbeddingCode1
Unifying Graph Embedding Features with Graph Convolutional Networks for Skeleton-based Action Recognition—0
GraphTTS: graph-to-sequence modelling in neural text-to-speech—0
Adaptive Graph Auto-Encoder for General Data ClusteringCode1
When Radiology Report Generation Meets Knowledge Graph—0
Inductive Representation Learning on Temporal GraphsCode1
TIES: Temporal Interaction Embeddings For Enhancing Social Media Integrity At Facebook—0
Investigating Extensions to Random Walk Based Graph Embedding—0
Predicting event attendance exploring social influence—0
GREG: A Global Level Relation Extraction with Knowledge Graph Embedding—0
Learning graph representations of biochemical networks and its application to enzymatic link predictionCode0
Relation Embedding for Personalised POI Recommendation—0
GLSearch: Maximum Common Subgraph Detection via Learning to Search—0
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph EmbeddingCode1
Knowledge Graph Embedding for Link Prediction: A Comparative AnalysisCode1
A Survey on Knowledge Graphs: Representation, Acquisition and ApplicationsCode2
Fast Generating A Large Number of Gumbel-Max Variables—0
LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network EmbeddingCode1
Which way? Direction-Aware Attributed Graph EmbeddingCode0
The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and TransferabilityCode2
GL2vec: Graph Embedding Enriched by Line Graphs with Edge Features—0
Fast Sequence-Based Embedding with Diffusion GraphsCode1
A Physical Embedding Model for Knowledge GraphsCode0
GEFF: Graph Embedding for Functional Fingerprinting—0
ExEm: Expert Embedding using dominating set theory with deep learning approachesCode0
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health ClassificationCode0
Knowledge Graph Embedding via Graph Attenuated Attention Networks—0
Probability Calibration for Knowledge Graph Embedding Models—0
An Attention-based Graph Neural Network for Heterogeneous Structural LearningCode0
Bridging the Gap between Community and Node Representations: Graph Embedding via Community DetectionCode0
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification—0
Graph-based Multi-view Binary Learning for Image Clustering—0
Gaussian Embedding of Large-scale Attributed GraphsCode0
Conditional Structure Generation through Graph Variational Generative Adversarial NetsCode0
Product Knowledge Graph Embedding for E-commerce—0
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding—0
An End-to-End Framework for Cold Question Routing in Community Question Answering Services—0
Customized Graph Embedding: Tailoring Embedding Vectors to different Applications—0
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link PredictionCode1
Exponential Family Graph Embeddings—0
Joint Embedding Learning of Educational Knowledge Graphs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified