| 2026 | CPAIOR | A Hybrid Learning-Based Matheuristic to Solve the Vehicle Routing Problem with Stochastic Demands. | Gal Reynal, Quentin Cappart, Guy Desaulniers, Louis-Martin Rousseau |
| 2026 | CPAIOR | From Historical Templates to Hints: Selecting Effective Initializations for the Rack-Loading Problem. | Thas Souyri, Nadia Lahrichi, Louis-Martin Rousseau |
| 2025 | AAAI | Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning. | Swann Bessa, Darius Dabert, Max Bourgeat, Louis-Martin Rousseau, Quentin Cappart |
| 2024 | CP | Learning Lagrangian Multipliers for the Travelling Salesman Problem. | Augustin Parjadis, Quentin Cappart, Bistra Dilkina, Aaron M. Ferber, Louis-Martin Rousseau |
| 2023 | CP | Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver. | Tom Marty, Tristan Franois, Pierre Tessier, Louis Gautier, Louis-Martin Rousseau, Quentin Cappart |
| 2022 | CP | Peel-And-Bound: Generating Stronger Relaxed Bounds with Multivalued Decision Diagrams. | Isaac Rudich, Quentin Cappart, Louis-Martin Rousseau |
| 2021 | AAAI | Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization. | Quentin Cappart, Thierry Moisan, Louis-Martin Rousseau, Isabeau Prmont-Schwarz, Andr A. Cir |
| 2021 | CP | Learning TSP Requires Rethinking Generalization. | Chaitanya K. Joshi, Quentin Cappart, Louis-Martin Rousseau, Thomas Laurent |
| 2021 | CPAIOR | SeaPearl: A Constraint Programming Solver Guided by Reinforcement Learning. | Flix Chalumeau, Ilan Coulon, Quentin Cappart, Louis-Martin Rousseau |
| 2021 | CPAIOR | Improving Branch-and-Bound Using Decision Diagrams and Reinforcement Learning. | Augustin Parjadis, Quentin Cappart, Louis-Martin Rousseau, David Bergman |
| 2020 | CPAIOR | Primal Heuristics for Wasserstein Barycenters. | Pierre-Yves Bouchet, Stefano Gualandi, Louis-Martin Rousseau |
| 2020 | IJCAI | Lagrangian Decomposition for Classical Planning (Extended Abstract). | Florian Pommerening, Gabriele Rger, Malte Helmert, Hadrien Cambazard, Louis-Martin Rousseau, Domenico Salvagnin |
| 2019 | AAAI | Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning. | Quentin Cappart, Emmanuel Goutierre, David Bergman, Louis-Martin Rousseau |
| 2018 | CP | A Constraint Programming Approach for Solving Patient Transportation Problems. | Quentin Cappart, Charles Thomas, Pierre Schaus, Louis-Martin Rousseau |
| 2018 | CPAIOR | Learning Heuristics for the TSP by Policy Gradient. | Michel Deudon, Pierre Cournut, Alexandre Lacoste, Yossiri Adulyasak, Louis-Martin Rousseau |
| 2018 | CPAIOR | A Local Search Framework for Compiling Relaxed Decision Diagrams. | Michael Rmer, Andr A. Cir, Louis-Martin Rousseau |
| 2017 | CPAIOR | A First Look at Picking Dual Variables for Maximizing Reduced Cost Fixing. | Omid Sanei Bajgiran, Andr A. Cir, Louis-Martin Rousseau |
| 2016 | ISAIM | Grammar-Based Integer Programming Models and Methods for Employee Scheduling Problems. | Bernard Gendron, Louis-Martin Rousseau |
| 2015 | CP | General Bounding Mechanism for Constraint Programs. | Minh Hong H, Claude-Guy Quimper, Louis-Martin Rousseau |
| 2015 | CPAIOR | A Comparative Study of MIP and CP Formulations for the B2B Scheduling Optimization Problem. | Gilles Pesant, Gregory Rix, Louis-Martin Rousseau |
| 2014 | CP | Scheduling Agents Using Forecast Call Arrivals at Hydro-Qubec's Call Centers. | Marie Pelleau, Louis-Martin Rousseau, Pierre L'Ecuyer, Walid Zegal, Louis Delorme |
| 2014 | CP | One Problem, Two Structures, Six Solvers, and Ten Years of Personnel Scheduling. | Louis-Martin Rousseau |
| 2014 | CPAIOR | A Constraint Programming-Based Column Generation Approach for Operating Room Planning and Scheduling. | Seyed Hossein Hashemi Doulabi, Louis-Martin Rousseau, Gilles Pesant |
| 2014 | CPAIOR | The PrePack Optimization Problem. | Maxim Hoskins, Renaud Masson, Gabrielle Gauthier Melanon, Jorge E. Mendoza, Christophe Meyer, Louis-Martin Rousseau |
| 2013 | CP | Counting Spanning Trees to Guide Search in Constrained Spanning Tree Problems. | Simon Brockbank, Gilles Pesant, Louis-Martin Rousseau |
| 2012 | ICORES | An Exact Algorithm for the Close Enough Traveling Salesman Problem with Arc Covering Constraints. | Minh Hong H, Nathalie Bostel, Andr Langevin, Louis-Martin Rousseau |
| 2011 | CPAIOR | Retail Store Workforce Scheduling by Expected Operating Income Maximization. | Nicolas Chapados, Marc Joliveau, Louis-Martin Rousseau |
| 2011 | CPAIOR | On Counting Lattice Points and Chvtal-Gomory Cutting Planes. | Andrea Lodi, Gilles Pesant, Louis-Martin Rousseau |
| 2010 | CPAIOR | Improving the Held and Karp Approach with Constraint Programming. | Pascal Benchimol, Jean-Charles Rgin, Louis-Martin Rousseau, Michel Rueher, Willem Jan van Hoeve |
| 2010 | CPAIOR | The Weighted Spanning Tree Constraint Revisited. | Jean-Charles Rgin, Louis-Martin Rousseau, Michel Rueher, Willem Jan van Hoeve |
| 2009 | CPAIOR | A Hybrid LS/CP Approach to Solve the Weekly Log-Truck Scheduling Problem. | Nizar El Hachemi, Michel Gendreau, Louis-Martin Rousseau |
| 2009 | CPAIOR | The Polytope of Context-Free Grammar Constraints. | Gilles Pesant, Claude-Guy Quimper, Louis-Martin Rousseau, Meinolf Sellmann |
| 2008 | CPAIOR | Solving a Log-Truck Scheduling Problem with Constraint Programming. | Nizar El Hachemi, Michel Gendreau, Louis-Martin Rousseau |
| 2007 | CPAIOR | Modeling the Regular Constraint with Integer Programming. | Marie-Claude Ct, Bernard Gendron, Louis-Martin Rousseau |
| 2006 | CP | Revisiting the Sequence Constraint. | Willem Jan van Hoeve, Gilles Pesant, Louis-Martin Rousseau, Ashish Sabharwal |
| 2006 | PATAT | A Flexible Model and a Hybrid Exact Method for Integrated Employee Timetabling and Production Scheduling. | Christian Artigues, Michel Gendreau, Louis-Martin Rousseau |
| 2005 | CPAIOR | Constraint Programming Based Column Generation for Employee Timetabling. | Sophie Demassey, Gilles Pesant, Louis-Martin Rousseau |
| 2004 | CPAIOR | Dispatching and Conflict-Free Routing of Automated Guided Vehicles: A Hybrid Approach Combining Constraint Programming and Mixed Integer Programming. | Ayoub Insa Corra, Andr Langevin, Louis-Martin Rousseau |
| 2004 | CPAIOR | Stabilization Issues for Constraint Programming Based Column Generation. | Louis-Martin Rousseau |
| 2003 | CP | Discrepancy-Based Additive Bounding for the AllDifferent Constraint. | Andrea Lodi, Michela Milano, Louis-Martin Rousseau |
| 2001 | CP | Building Negative Reduced Cost Paths Using Constraint Programming. | Louis-Martin Rousseau, Gilles Pesant, Michel Gendreau |