RENTON Guillaume
MCF, ENSEA
Member of team :
MIDI
Lieu :
ENSEA
Mail 1 :
guillaume.renton@ensea.fr
Phone :
Biography
Guillaume Renton obtained his PhD from the University of Rouen in 2021. Since 2022, he is an assistant professor in the Multimedia Indexing and Data Integration (MIDI) team of ETIS at ENSEA. His domain of interest is on Machine Learning applied on structured data represented as graphs. A particular interest is given to the analysis and application of deep learning methods dedicated to graphs, called Graph Neural Networks.
Research activities
- Machine Learning
- Graphs, Graph Neural Networks
- Deep Learning
Ongoing projects
Publications dans Hal
- La confiance dans l’IA : Un piège épistémologique ?
- AI-Driven Real-Time Security for 5G/6G Network Slices Using Adaptive SDN
- PlantSAM: An object detection‐driven segmentation pipeline for herbarium specimens
- Modeling Neural-Level Seizure Dynamics with Arbor-TVB: Whole-Brain Network Mechanisms and Intervention Strategies