| 2024 | ICTAI | Near-Linear Time Projection onto the $\ell_{1, \infty}$ Ball; Application to Sparse Neural Networks. | Guillaume Perez, Laurent Condat, Michel Barlaud |
| 2023 | AAAI | Generalized Confidence Constraints. | Guillaume Perez, Steve Malalel, Gael Glorian, Victor Jung, Alexandre Papadopoulos, Marie Pelleau, Wijnand Suijlen, Jean-Charles Rgin, Arnaud Lallouet |
| 2023 | CP | Distribution Optimization in Constraint Programming. | Guillaume Perez, Gal Glorian, Wijnand Suijlen, Arnaud Lallouet |
| 2023 | ICTAI | A Constraint Programming Model for Scheduling the Unloading of Trains in Ports. | Guillaume Perez, Gal Glorian, Wijnand Suijlen, Arnaud Lallouet |
| 2022 | ICTAI | A Deep Reinforcement Learning Heuristic for SAT based on Antagonist Graph Neural Networks. | Thomas Fournier, Arnaud Lallouet, Tlio Cropsal, Gal Glorian, Alexandre Papadopoulos, Antoine Petitet, Guillaume Perez, Suruthy Sekar, Wijnand Suijlen |
| 2018 | AAAI | Parallel Algorithms for Operations on Multi-Valued Decision Diagrams. | Guillaume Perez, Jean-Charles Rgin |
| 2018 | CP | Objective as a Feature for Robust Search Strategies. | Anthony Palmieri, Guillaume Perez |
| 2018 | CP | Extending the Capacity of 1 / f Noise Generation. | Guillaume Perez, Brendan Rappazzo, Carla P. Gomes |
| 2018 | CPAIOR | An Efficient Relaxed Projection Method for Constrained Non-negative Matrix Factorization with Application to the Phase-Mapping Problem in Materials Science. | Junwen Bai, Sebastian Ament, Guillaume Perez, John M. Gregoire, Carla P. Gomes |
| 2017 | AAAI | Soft and Cost MDD Propagators. | Guillaume Perez, Jean-Charles Rgin |
| 2017 | CP | MDDs: Sampling and Probability Constraints. | Guillaume Perez, Jean-Charles Rgin |
| 2017 | CPAIOR | MDDs are Efficient Modeling Tools: An Application to Some Statistical Constraints. | Guillaume Perez, Jean-Charles Rgin |
| 2016 | CP | Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets. | Jordan Demeulenaere, Renaud Hartert, Christophe Lecoutre, Guillaume Perez, Laurent Perron, Jean-Charles Rgin, Pierre Schaus |
| 2016 | CP | Enforcing Structure on Temporal Sequences: The Allen Constraint. | Pierre Roy, Guillaume Perez, Jean-Charles Rgin, Alexandre Papadopoulos, Franois Pachet, Marco Marchini |
| 2016 | CPAIOR | Constructions and In-Place Operations for MDDs Based Constraints. | Guillaume Perez, Jean-Charles Rgin |
| 2015 | IJCAI | Efficient Operations On MDDs for Building Constraint Programming Models. | Guillaume Perez, Jean-Charles Rgin |
| 2014 | CP | Improving GAC-4 for Table and MDD Constraints. | Guillaume Perez, Jean-Charles Rgin |