| 2025 | IDA | Detection of Large Language Model Contamination with Tabular Data. | Benot Ronval, Pierre Dupont, Siegfried Nijssen |
| 2020 | ESANN | Joint optimization of predictive performance and selection stability. | Victor Hamer, Pierre Dupont |
| 2019 | CPAIOR | The Maximum Weighted Submatrix Coverage Problem: A CP Approach. | Guillaume Derval, Vincent Branders, Pierre Dupont, Pierre Schaus |
| 2019 | DIS | Mining a Maximum Weighted Set of Disjoint Submatrices. | Vincent Branders, Guillaume Derval, Pierre Schaus, Pierre Dupont |
| 2015 | ESANN | Survival Analysis with Cox Regression and Random Non-linear Projections. | Samuel Branders, Benot Frnay, Pierre Dupont |
| 2014 | ESANN | Kernel methods for mixed feature selection. | Jrme Paul, Pierre Dupont |
| 2012 | ESANN | The stability of feature selection and class prediction from ensemble tree classifiers. | Jrme Paul, Michel Verleysen, Pierre Dupont |
| 2009 | ICML | Partially supervised feature selection with regularized linear models. | Thibault Helleputte, Pierre Dupont |
| 2007 | CP | Bound-Consistent Deviation Constraint. | Pierre Schaus, Yves Deville, Pierre Dupont |
| 2007 | CP | Filtering for Subgraph Isomorphism. | Stphane Zampelli, Yves Deville, Christine Solnon, Sbastien Sorlin, Pierre Dupont |
| 2007 | CPAIOR | A Position-Based Propagator for the Open-Shop Problem. | Jean-Nol Monette, Yves Deville, Pierre Dupont |
| 2007 | CPAIOR | The Deviation Constraint. | Pierre Schaus, Yves Deville, Pierre Dupont, Jean-Charles Rgin |
| 2005 | CP | CP(Graph): Introducing a Graph Computation Domain in Constraint Programming. | Grgoire Dooms, Yves Deville, Pierre Dupont |
| 2005 | CP | Approximate Constrained Subgraph Matching. | Stphane Zampelli, Yves Deville, Pierre Dupont |
| 2005 | IJCNN | F | Jrme Callut, Pierre Dupont |
| 2004 | SSPR | Improving Probabilistic Automata Learning with Additional Knowledge. | Christopher Kermorvant, Colin de la Higuera, Pierre Dupont |
| 2000 | ICML | Probabilistic DFA Inference using Kullback-Leibler Divergence and Minimality. | Franck Thollard, Pierre Dupont, Colin de la Higuera |
| 1998 | ICRA | Analysis of Frictional Contact Models for Dynamic Simulation. | Peter R. Kraus, Vijay Kumar, Pierre Dupont |
| 1993 | Interspeech | Dynamic use of syntactical knowledge in continuous speech recognition. | Pierre Dupont |