Author

Roman Bresson

Observed name: Bresson, Roman

Institutions: École Normale Supérieure Paris-Saclay, Mohamed bin Zayed University of Artificial Intelligence

Observed institutions: École Normale Supérieure Paris-Saclay, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université Paris-Saclay, Laboratoire Mécanique des Solides, Mohamed bin Zayed University of Artificial Intelligence, Laboratoire de Physique des Interfaces et des Couches Minces, Thales (France), Laboratoire de Recherche en Informatique, Laboratoire Interdisciplinaire des Sciences du Numérique, KTH Royal Institute of Technology, Université Grenoble Alpes

ORCID: 0009-0004-7500-4900

Observed ORCID: 0009-0004-7500-4900

OpenAlex ID: A5040561508

KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning

2024 · Bresson, Roman, Nikolentzos, Giannis, et al. · arXiv (Cornell University) · 30

Neural Representation and Learning of Hierarchical 2-additive Choquet Integrals

2020 · Roman Bresson, Johanne Cohen, et al. · International Joint Conference on Artificial Intelligence · 20

On the Identifiability of Hierarchical Decision Models

2021 · Roman Bresson, Johanne Cohen, et al. · Principles of Knowledge Representation and Reasoning · 5

Socially Compliant Navigation in dense crowds

2019 · Roman Bresson, Jacques Saraydaryan, et al. · IEEE Intelligent Vehicles Symposium · 4

Obtaining Example-Based Explanations from Deep Neural Networks

2025 · Genghua Dong, Henrik Boström, et al. · Lecture notes in computer science · 2

Actes de la conférence CAID 2020

2021 · François de Vieilleville, Stéphane May, et al. · HAL · 1

Latent Flow Matching for Molecular Graph Generation

2026 · Goupillon, Mathis, Bresson, Roman, et al. · arXiv (Cornell University)

GraViti: Graph-Level Variational Autoencoders with Relaxed Permutation Invariance

2026 · Bresson, Roman, Divriotis, Konstantinos, et al. · arXiv (Cornell University)

Refining Heuristic-Based Bitcoin Address Clustering with Graph Neural Networks

2026 · Hugo Schnoering, Roman Bresson, et al. · SSRN Electronic Journal

Prediction via Shapley Value Regression

2025 · Alkhatib, Amr, Bresson, Roman, et al. · arXiv (Cornell University)

Explaining Deep Neural Networks with Example and Pixel Attribution

2025 · Genghua Dong, Henrik Boström, et al. · Lecture notes in computer science

Necessary and Sufficient Explanations of Multi-Criteria Decision Aiding Models, with and Without Interacting Criteria

2023 · Christophe Labreuche, Roman Bresson · Communications in computer and information science

Apprentissage neuronal et validation de modèles hiérarchiques d’aide à la décision multicritère présentant de l'interaction entre les critères

2022 · Bresson, Roman · HAL

Neural learning and validation of hierarchical multi-criteria decision aiding models with interacting criteria

2022 · Roman Bresson

Works count: 14

Citation count: 62

H-index: 4

I10-index: 2