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Heterogeneous Node Classification

Node classification in heterogeneous graphs, where nodes and/or edges have multiple types.

Papers

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Showing 1–10 of 16 papers

Title	Date	Tasks	Status	Hype
Graph Transformer Networks	Nov 6, 2019	General ClassificationHeterogeneous Node Classification	CodeCode Available	2
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network	May 3, 2024	Graph Neural NetworkHeterogeneous Node Classification	CodeCode Available	1
Efficient Heterogeneous Graph Learning via Random Projection	Oct 23, 2023	Graph LearningGraph Neural Network	CodeCode Available	1
Simple and Efficient Heterogeneous Graph Neural Network	Jul 6, 2022	Graph Neural NetworkHeterogeneous Node Classification	CodeCode Available	1
Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks	Dec 30, 2021	BenchmarkingHeterogeneous Node Classification	CodeCode Available	1
Scalable Graph Neural Networks for Heterogeneous Graphs	Nov 19, 2020	Heterogeneous Node ClassificationNode Property Prediction	CodeCode Available	1
Heterogeneous Graph Transformer	Mar 3, 2020	Graph SamplingHeterogeneous Node Classification	CodeCode Available	1
Graph Attention Networks	Oct 30, 2017	Document ClassificationGraph Attention	CodeCode Available	1
Modeling Relational Data with Graph Convolutional Networks	Mar 17, 2017	DecoderGeneral Classification	CodeCode Available	1
Semi-Supervised Classification with Graph Convolutional Networks	Sep 9, 2016	Document ClassificationDrug Discovery	CodeCode Available	1

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