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 851–875 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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified