| 2026 | ICPR | DotGreedX: Combining Scoring-Based Technique and Greedy Search for GNN Explainability. | Mariana Azevedo, Luc Brun, Pierre Hroux, Jean Luc Lamotte |
| 2025 | ESANN | 3-WL GNNs for Metric Learning on Graphs. | Aldo Moscatelli, Maxime Berar, Pierre Hroux, Florian Yger, Sbastien Adam |
| 2025 | ICLR | Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach. | Jason Piquenot, Maxime Berar, Romain Raveaux, Pierre Hroux, Jean-Yves Ramel, Sbastien Adam |
| 2024 | ICLR | G2N2 : Weisfeiler and Lehman go grammatical. | Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Hroux, Romain Raveaux, Jean-Yves Ramel, Sbastien Adam |
| 2021 | ICLR | Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. | Muhammet Balcilar, Guillaume Renton, Pierre Hroux, Benoit Gazre, Sbastien Adam, Paul Honeine |
| 2021 | ICML | Breaking the Limits of Message Passing Graph Neural Networks. | Muhammet Balcilar, Pierre Hroux, Benoit Gazre, Pascal Vasseur, Sbastien Adam, Paul Honeine |
| 2019 | ICDAR | ICDAR2019 Competition on Historical Book Analysis - HBA2019. | Maroua Mehri, Pierre Hroux, Rmy Mullot, Jean-Philippe Moreux, Bertrand Coasnon, Bill Barrett |
| 2019 | ICDAR | Graph Neural Network for Symbol Detection on Document Images. | Guillaume Renton, Pierre Hroux, Benoit Gazre, Sbastien Adam |
| 2017 | ICDAR | Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching. | Maroua Mehri, Pierre Hroux, Julien Lerouge, Rmy Mullot |
| 2017 | ICDAR | HBA 1.0: A Pixel-based Annotated Dataset for Historical Book Analysis. | Maroua Mehri, Pierre Hroux, Rmy Mullot, Jean-Philippe Moreux, Bertrand Coasnon, Bill Barrett |
| 2016 | SSPR | Exact Graph Edit Distance Computation Using a Binary Linear Program. | Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Hroux, Sbastien Adam |
| 2015 | ICDAR | One-shot field spotting on colored forms using subgraph isomorphism. | Maroua Hammami, Pierre Hroux, Sbastien Adam, Vincent Poulain D'Andecy |
| 2015 | ICDAR | A bottom-up method using texture features and a graph-based representation for lettrine recognition and classification. | Maroua Mehri, Petra Gomez-Krmer, Pierre Hroux, Mickal Coustaty, Julien Lerouge, Rmy Mullot |
| 2015 | ICDAR | A structural signature based on texture for digitized historical book page categorization. | Maroua Mehri, Pierre Hroux, Julien Lerouge, Petra Gomez-Krmer, Rmy Mullot |
| 2015 | ICDAR | Learning Texture Features for Enhancement and Segmentation of Historical Document Images. | Maroua Mehri, Nibal Nayef, Pierre Hroux, Petra Gomez-Krmer, Rmy Mullot |
| 2014 | DAS | Robustness Assessment of Texture Features for the Segmentation of Ancient Documents. | Maroua Mehri, Van Cuong Kieu, Mohamed Mhiri, Pierre Hroux, Petra Gomez-Krmer, Mohamed Ali Mahjoub, Rmy Mullot |
| 2014 | ICPR | Performance Evaluation and Benchmarking of Six Texture-Based Feature Sets for Segmenting Historical Documents. | Maroua Mehri, Mohamed Mhiri, Pierre Hroux, Petra Gomez-Krmer, Mohamed Ali Mahjoub, Rmy Mullot |
| 2014 | ICPRAM | A Pixel Labeling Framework for Comparing Texture Features Application to Digitized Ancient Books. | Maroua Mehri, Petra Gomez-Krmer, Pierre Hroux, Alain Boucher, Rmy Mullot |
| 2013 | ICDAR | Texture feature evaluation for segmentation of historical document images. | Maroua Mehri, Petra Gomez-Krmer, Pierre Hroux, Alain Boucher, Rmy Mullot |
| 2013 | ICDAR | A Pixel Labeling Approach for Historical Digitized Books. | Maroua Mehri, Pierre Hroux, Petra Gomez-Krmer, Alain Boucher, Rmy Mullot |
| 2009 | ICDAR | Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming. | Pierre Le Bodic, Herv Locteau, Sbastien Adam, Pierre Hroux, Yves Lecourtier, Arnaud Knippel |
| 2009 | ICDAR | Vector Representation of Graphs: Application to the Classification of Symbols and Letters. | Nicolas Sidere, Pierre Hroux, Jean-Yves Ramel |
| 2008 | SSPR | A Vectorial Representation for the Indexation of Structural Informations. | Nicolas Sidere, Pierre Hroux, Jean-Yves Ramel |
| 2007 | ICDAR | Automatic Ground-truth Generation for Document Image Analysis and Understanding. | Pierre Hroux, Eugen Barbu, Sbastien Adam, ric Trupin |
| 2006 | ICPR | Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition. | Eugen Barbu, Romain Raveaux, Herv Locteau, Sbastien Adam, Pierre Hroux, ric Trupin |
| 2006 | ICPR | Approximation of Digital Curves using a Multi-Objective Genetic Algorithm. | Herv Locteau, Romain Raveaux, Sbastien Adam, Yves Lecourtier, Pierre Hroux, ric Trupin |
| 2005 | ICDAR | Clustering document images using a bag of symbols representation. | Eugen Barbu, Pierre Hroux, Sbastien Adam, ric Trupin |
| 2004 | DAS | Multi-view hac for Semi-supervised Document Image Classification. | Fabien Carmagnac, Pierre Hroux, ric Trupin |
| 2004 | SSPR | Distance Based Strategy for Supervised Document Image Classification. | Fabien Carmagnac, Pierre Hroux, ric Trupin |
| 2002 | SSPR | A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling. | Mathieu Delalandre, Pierre Hroux, Sbastien Adam, ric Trupin, Jean-Marc Ogier |
| 2000 | SSPR | Structural Classification for Retrospective Conversion of Documents. | Pierre Hroux, ric Trupin, Yves Lecourtier |
| 1998 | ICPR | Classification method study for automatic form class identification. | Pierre Hroux, Sbastien Diana, Arnaud Ribert, ric Trupin |
| 1998 | SSPR | A Structural Classifier to Automatically Identify Form Classes. | Pierre Hroux, Sbastien Diana, ric Trupin, Yves Lecourtier |