| 2018 | ICML | Fast Approximate Spectral Clustering for Dynamic Networks. | Lionel Martin, Andreas Loukas, Pierre Vandergheynst |
| 2014 | AAAI | Prediction of Helpful Reviews Using Emotions Extraction. | Lionel Martin, Pearl Pu |
| 2014 | WWW | Are influential writers more objective?: an analysis of emotionality in review comments. | Lionel Martin, Valentina Sintsova, Pearl Pu |
| 2011 | ICDM | Integrating Pairwise Constraints into Clustering Algorithms: Optimization-Based Approaches. | Jacques-Henri Sublemontier, Lionel Martin, Guillaume Cleuziou, Matthieu Exbrayat |
| 2010 | ILP | Learning Discriminant Rules as a Minimal Saturation Search. | Matthieu Lopez, Lionel Martin, Christel Vrain |
| 2010 | ICTAI | On Learning Constraint Problems. | Arnaud Lallouet, Matthieu Lopez, Lionel Martin, Christel Vrain |
| 2009 | ICDM | CoFKM: A Centralized Method for Multiple-View Clustering. | Guillaume Cleuziou, Matthieu Exbrayat, Lionel Martin, Jacques-Henri Sublemontier |
| 2006 | ILP | Structuring Natural Language Data by Learning Rewriting Rules. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2006 | ISMIS | A Proximity Measure and a Clustering Method for Concept Extraction in an Ontology Building Perspective. | Guillaume Cleuziou, Sylvie Billot, Stanislas Lew, Lionel Martin, Christel Vrain |
| 2005 | ACIVS | Three Dimensional Fingertip Tracking in Stereovision. | Simon Conseil, Salah Bourennane, Lionel Martin |
| 2005 | ACIVS | An Image Sensor with Global Motion Estimation for Micro Camera Module. | F. Gensolen, Guy Cathbras, Lionel Martin, Michel Robert |
| 2005 | ACIVS | Video Pupil Tracking for Iris Based Identification. | William Ketchantang, Stphane Derrode, Salah Bourennane, Lionel Martin |
| 2004 | ECAI | PoBOC: An Overlapping Clustering Algorithm, Application to Rule-Based Classification and Textual Data. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2004 | SPIRE | DDOC: Overlapping Clustering of Words for Document Classification. | Guillaume Cleuziou, Lionel Martin, Viviane Clavier, Christel Vrain |
| 2003 | ILP | Disjunctive Learning with a Soft-Clustering Method. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2002 | CP | Indexical-Based Solver Learning. | Thi-Bich-Hanh Dao, Arnaud Lallouet, Andrei Legtchenko, Lionel Martin |
| 1997 | ILP | Systematic Predicate Invention in Inductive Logic Programming. | Lionel Martin, Christel Vrain |
| 1997 | ISMIS | Efficient Induction of Numerical Constraints. | Lionel Martin, Christel Vrain |
| 1996 | ALT | Induction of Constraint Logic Programs. | Lionel Martin, Christel Vrain |