CELINE HUDELOT

Full Professor, CentraleSupelec

Joined

November 2019

Names

CELINE HUDELOT (Preferred)

Céline Hudelot

Emails

****@ecp.fr (Confirmed)

****@centralesupelec.fr (Confirmed)

Personal Links

Career & Education History

Full Professor

CentraleSupelec (centralesupelec.fr)

2013 – Present

Assistant Professor

CentraleSupelec (centralesupelec.fr)

2006 – 2013

Advisors, Relations & Conflicts

Coauthor

Hervé Le Borgne

2012 – 2018

Coauthor

Jamal Atif

2007 – 2015

Coauthor

Isabelle Bloch

2007 – 2015

Coauthor

Cã©line Hudelot

2003 – 2014

Coauthor

Ian Grimstead

2013 – 2013

Coauthor

Elsa Angelini

2007 – 2007

Coauthor

Geoffroy Fouquier

2007 – 2007

Coauthor

Monique Thonnat

2004 – 2004

Expertise

Artificial Intelligence

Present

Knowledge Based representation and reasoning

Present

Publications

Classification automatique de données déséquilibrées et bruitées : application aux exercices de manuels scolaires.
Élise Lincker, Camille Guinaudeau, Olivier Pons, Jérôme Dupire, Isabelle Barbet, Céline Hudelot, Vincent Mousseau, Caroline Huron
- CORIA-TALN (4) 2023
- Readers: Everyone
Layout and Activity-based Textbook Modeling for Automatic PDF Textbook Extraction.
Élise Lincker, Olivier Pons, Camille Guinaudeau, Isabelle Barbet, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Caroline Huron
- iTextbooks@AIED 2023
- Readers: Everyone
Noisy and Unbalanced Multimodal Document Classification: Textbook Exercises as a Use Case.
Élise Lincker, Camille Guinaudeau, Olivier Pons, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Isabelle Barbet, Caroline Huron
- CBMI 2023
- Readers: Everyone
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis
Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, CELINE HUDELOT, Pierre Colombo, Nuno M Guerreiro
- WMT 2024
- Readers: Everyone
Discovering interpretable biological concepts in single-cell RNA-seq foundation models
Charlotte Claye, Pierre Marschall, Wassila Ouerdane, CELINE HUDELOT, Julien Duquesne
- Submitted to ICLR 2026
- Readers: Everyone
Temporal Misinformation Detection: Simple Ways to Improve Temporal Generalization and Better Evaluate Language Models
Géraud Faye, Wassila Ouerdane, Guillaume Gadek, CELINE HUDELOT, Sylvain Gatepaille
- Submitted to ICLR 2026
- Readers: Everyone
When Does Reasoning Matter? A Controlled Study of Reasoning’s Contribution to Model Performance
Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Kevin El Haddad, CELINE HUDELOT, Pierre Colombo
- Submitted to ICLR 2026
- Readers: Everyone
Should We Still Pretrain Encoders with Masked Language Modeling?
Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Manuel Faysse, Duarte Miguel Alves, Emmanuel Malherbe, Andre Martins, CELINE HUDELOT, Pierre Colombo
- ICLR 2026 Poster
- Readers: Everyone
Dynamics is what you need for time-series forecasting!
Alexis-Raja Brachet, Pierre-Yves Richard, CELINE HUDELOT
- Submitted to ICLR 2026
- Readers: Everyone
Fairness and Robustness of CLIP-Based Models for Chest X-rays
Théo Sourget, David Restrepo, Céline Hudelot, Enzo Ferrante, Stergios Christodoulidis, Maria Vakalopoulou
- CoRR 2025
- Readers: Everyone

View all 83 publications

Co-Authors

View all 114 co-authors