| 2015 | LATA | Recognizable Series on Hypergraphs. | Raphal Bailly, Franois Denis, Guillaume Rabusseau |
| 2014 | ICML | Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning. | Franois Denis, Mattias Gybels, Amaury Habrard |
| 2010 | ALT | A Spectral Approach for Probabilistic Grammatical Inference on Trees. | Raphal Bailly, Amaury Habrard, Franois Denis |
| 2009 | ICML | Grammatical inference as a principal component analysis problem. | Raphal Bailly, Franois Denis, Liva Ralaivola |
| 2009 | LATA | Absolute Convergence of Rational Series Is Semi-decidable. | Raphal Bailly, Franois Denis |
| 2007 | ALT | Learning Rational Stochastic Tree Languages. | Franois Denis, Amaury Habrard |
| 2006 | COLT | Learning Rational Stochastic Languages. | Franois Denis, Yann Esposito, Amaury Habrard |
| 2006 | ICML | Efficient learning of Naive Bayes classifiers under class-conditional classification noise. | Franois Denis, Christophe Nicolas Magnan, Liva Ralaivola |
| 2006 | ICML | CN = CPCN. | Liva Ralaivola, Franois Denis, Christophe Nicolas Magnan |
| 2004 | COLT | Learning Classes of Probabilistic Automata. | Franois Denis, Yann Esposito |
| 2003 | ICALP | Residual Languages and Probabilistic Automata. | Franois Denis, Yann Esposito |
| 2001 | ALT | Learning Regular Languages Using RFSA. | Franois Denis, Aurlien Lemay, Alain Terlutte |
| 2001 | STACS | Residual Finite State Automata. | Franois Denis, Aurlien Lemay, Alain Terlutte |
| 2000 | ALT | Learning from Positive and Unlabeled Examples. | Fabien Letouzey, Franois Denis, Rmi Gilleron |
| 1999 | ALT | Positive and Unlabeled Examples Help Learning. | Francesco De Comit, Franois Denis, Rmi Gilleron, Fabien Letouzey |
| 1998 | ALT | PAC Learning from Positive Statistical Queries. | Franois Denis |
| 1997 | ALT | PAC Learning under Helpful Distributions. | Franois Denis, Rmi Gilleron |
| 1996 | STACS | PAC Learning with Simple Examples. | Franois Denis, Cyrille D'Halluin, Rmi Gilleron |
| 1991 | STACS | Unfolding, Procedural and Fixpoint Semantics of Logic Programs. | Franois Denis, Jean-Paul Delahaye |
| 1991 | SAS | Unfolding, Procedural and Fixpoint Semantics of Logic Programs. | Franois Denis, Jean-Paul Delahaye |