A Generalized Forward-Backward Splitting. - Hugo Raguet; Jalal Fadili; Gabriel Peyré (SIAM J. Imaging Sci., 2013)

Preconditioning of a Generalized Forward-Backward Splitting and Application to Optimization on Graphs. - Hugo Raguet; Loïc Landrieu (SIAM J. Imaging Sci., 2015)

Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation. - Hugo Raguet; Loïc Landrieu (ICML, 2018)

Parallel Cut Pursuit For Minimization of the Graph Total Variation. - Hugo Raguet; Loïc Landrieu (CoRR, 2019)

A note on the forward-Douglas-Rachford splitting for monotone inclusion and convex optimization. - Hugo Raguet (Optim. Lett., 2019)

Efficient 3D Semantic Segmentation with Superpoint Transformer. - Damien Robert 002; Hugo Raguet; Loïc Landrieu (ICCV, 2023)

Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering. - Damien Robert 002; Hugo Raguet; Loïc Landrieu (3DV, 2024)

Scalable 3D Panoptic Segmentation With Superpoint Graph Clustering. - Damien Robert 002; Hugo Raguet; Loïc Landrieu (CoRR, 2024)

Hierarchical Super-Pixels Graph Neural Networks for Image Semantic Segmentation. - Xavier Hoarau; Julien Mille; Hugo Raguet; Romain Raveaux (GbRPR, 2025)