Graph Neural Networks for Graph-Level Regression on Heterogeneous Network Data: Use Case in Early-Stage Optimization of Software Mapping on Multicore Platforms

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HAL (Le Centre pour la Communication Scientifique Directe)
Published
2026-04-22
Primary Topic
Advanced Graph Neural Networks
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article
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article

Graph Neural Networks for Graph-Level Regression on Heterogeneous Network Data: Use Case in Early-Stage Optimization of Software Mapping on Multicore Platforms

Sébastien Le Nours, Christine Sinoquet, Oscar Roussel, Zainab Ghrayeb
HAL (Le Centre pour la Communication Scientifique Directe)
Advanced Graph Neural Networks
article

Graph Neural Networks for Graph-Level Regression on Heterogeneous Network Data: Use Case in Early-Stage Optimization of Software Mapping on Multicore Platforms

Sébastien Le Nours, Christine Sinoquet, Oscar Roussel, Zainab Ghrayeb
article en

Abstract

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HAL (Le Centre pour la Communication Scientifique Directe)
Institut d'Électronique et des Technologies du numéRique (FR), Laboratoire des Sciences du Numérique de Nantes (FR), Nantes Université (FR)
Openalex Percentile: Top 85%
Advanced Graph Neural Networks
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