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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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 371–380 of 1192 papers

Title	Date	Tasks	Status	Hype	Score
Knowledge Graph Embedding with Iterative Guidance from Soft Rules	Nov 30, 2017	Graph EmbeddingKnowledge Graph Embedding	CodeCode Available	0	5
Efficient Information Diffusion in Time-Varying Graphs through Deep Reinforcement Learning	Nov 27, 2020	Deep Reinforcement LearningGraph Embedding	CodeCode Available	0	5
Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation	May 27, 2025	Graph EmbeddingPosition	CodeCode Available	0	5
A Physical Embedding Model for Knowledge Graphs	Jan 21, 2020	Graph EmbeddingKnowledge Graph Embedding	CodeCode Available	0	5
Graph U-Nets	May 11, 2019	DecoderGeneral Classification	CodeCode Available	0	5
Graph Representation Learning: A Survey	Sep 3, 2019	FormGraph Embedding	CodeCode Available	0	5
Fairwalk: Towards fair graph embedding	Jan 1, 2019	FairnessGraph Embedding	CodeCode Available	0	5
Knowledge Graph Embedding by Translating on Hyperplanes	Jul 27, 2014	Graph EmbeddingKnowledge Graph Embedding	CodeCode Available	0	5
Graph Representation Ensemble Learning	Sep 6, 2019	Ensemble LearningGraph Embedding	CodeCode Available	0	5
Graph Representation Learning Beyond Node and Homophily	Mar 3, 2022	Edge ClassificationGraph Embedding	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DeepGG	Entropy Difference	0	—	Unverified