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 476–500 of 1192 papers

TitleStatusHype
Joint embedding in Hierarchical distance and semantic representation learning for link prediction—0
Distributed Graph Embedding with Information-Oriented Random WalksCode0
Farspredict: A benchmark dataset for link prediction—0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question AnsweringCode0
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding—0
CS-TGN: Community Search via Temporal Graph Neural NetworksCode0
Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery—0
Diversity matters: Robustness of bias measurements in WikidataCode0
Random projection tree similarity metric for SpectralNetCode0
A parameter-free graph reduction for spectral clustering and SpectralNetCode0
Multi-Paradigm Analysis of Thai Capital Market Linkages: Bivariate/Vine Copulas, Granger Causality, Network Centrality, and Graph Neural Network/Graph Embedding ApproachesCode0
Refining a k-nearest neighbor graph for a computationally efficient spectral clusteringCode0
Graph Construction using Principal Axis Trees for Simple Graph ConvolutionCode0
Approximate spectral clustering with eigenvector selection and self-tuned kCode0
Approximate spectral clustering density-based similarity for noisy datasetsCode0
Random Projection Forest Initialization for Graph Convolutional NetworksCode0
MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis—0
Persian topic detection based on Human Word association and graph embedding—0
Conformal Prediction for Network-Assisted Regression—0
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder IdentificationCode0
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models—0
Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph—0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Spectral Augmentations for Graph Contrastive Learning—0
PubGraph: A Large-Scale Scientific Knowledge Graph—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified