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Gilles Pesant

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

67

Venues

13

Active years

1996–2026

Best venue rank

A*

Where they publish

Papers

67 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIConstrained Molecule Generation Modelled Using the Grammar Constraint.David Saikali, Gilles Pesant
2026CPNeurosymbolic Large Neighbourhood Search.Arnaud Delage-Reid, Gilles Pesant, Amal Zouaq
2026CPAn Automata-Based Constraint Programming Framework for Optimal Classical Planning.Damien Van Meerbeeck, Arnaud Lequen, Gilles Pesant, Jendrik Seipp
2025CPAIORShaping Reward Signals in Reinforcement Learning Using Constraint Programming.Chao Yin, Quentin Cappart, Gilles Pesant
2025IJCAIConstrained Sequential Inference in Machine Learning Using Constraint Programming.Virasone Manibod, David Saikali, Gilles Pesant
2025PAKDDSampling Frequent and Diverse Patterns Through Compression.Franois Camelin, Samir Loudni, Gilles Pesant, Charlotte Truchet
2025SACSampling Frequent and Diversified Patterns Through Compression.Franois Camelin, Samir Loudni, Gilles Pesant, Charlotte Truchet
2024CPLearning Precedences for Scheduling Problems with Graph Neural Networks.Hlne Verhaeghe, Quentin Cappart, Gilles Pesant, Claude-Guy Quimper
2024CPAIORA Constraint Programming Model for the Electric Bus Assignment Problem with Parking Constraints.Mathis Azma, Guy Desaulniers, Jorge E. Mendoza, Gilles Pesant
2024CPAIORAn Improved Neuro-Symbolic Architecture to Fine-Tune Generative AI Systems.Chao Yin, Quentin Cappart, Gilles Pesant
2023CPOptimization of Short-Term Underground Mine Planning Using Constraint Programming.Younes Aalian, Gilles Pesant, Michel Gamache
2023CPAIORExploiting Entropy in Constraint Programming.Auguste Burlats, Gilles Pesant
2023CPAIORA Weighted Counting Algorithm for the Circuit Constraint.Gauthier Pezzoli, Gilles Pesant
2023IJCAIConstraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem (Extended Abstract).Miquel Bofill, Jordi Coll, Marc Garcia, Jess Girldez-Cru, Gilles Pesant, Josep Suy, Mateu Villaret
2022CPCombining Reinforcement Learning and Constraint Programming for Sequence-Generation Tasks with Hard Constraints.Daphn Lafleur, Sarath Chandar, Gilles Pesant
2022CPAIORPractically Uniform Solution Sampling in Constraint Programming.Gilles Pesant, Claude-Guy Quimper, Hlne Verhaeghe
2021CPAIOROn the Usefulness of Linear Modular Arithmetic in Constraint Programming.Gilles Pesant, Kuldeep S. Meel, Mahshid Mohammadalitajrishi
2020CPCombinatorial Search in CP-Based Iterated Belief Propagation.Behrouz Babaki, Bilel Omrani, Gilles Pesant
2020CPAIORAn Exact CP Approach for the Cardinality-Constrained Euclidean Minimum Sum-of-Squares Clustering Problem.Mohammed Najib Haouas, Daniel Aloise, Gilles Pesant
2020IJCAIFrom Support Propagation to Belief Propagation in Constraint Programming (Extended Abstract).Gilles Pesant
2020IJCAILearning Optimal Decision Trees using Constraint Programming (Extended Abstract).Hlne Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus
2020ICTAIParallel Planning using a Lazy Clause Generation Solver.Behrouz Babaki, Gilles Pesant
2020SoCSSolving Classical AI Planning Problems Using Planning-Independent CP Modeling and Search.Behrouz Babaki, Gilles Pesant, Claude-Guy Quimper
2019CPAIORUsing Cost-Based Solution Densities from TSP Relaxations to Solve Routing Problems.Pierre Coste, Andrea Lodi, Gilles Pesant
2018CPAIORAccelerating Counting-Based Search.Samuel Gagnon, Gilles Pesant
2018CPAIORA Comparison of Optimization Methods for Multi-objective Constrained Bin Packing Problems.Philippe Olivier, Andrea Lodi, Gilles Pesant
2017AAAIGetting More Out of the Exposed Structure in Constraint Programming Models of Combinatorial Problems.Gilles Pesant
2017CPAIORCounting Weighted Spanning Trees to Solve Constrained Minimum Spanning Tree Problems.Antoine Delaite, Gilles Pesant
2017ICSEJTeXpert at the SBST 2017 Tool Competition.Abdelilah Sakti, Gilles Pesant, Yann-Gal Guhneuc
2016AAAICounting-Based Search for Constraint Optimization Problems.Gilles Pesant
2016CPAIORBalancing Nursing Workload by Constraint Programming.Gilles Pesant
2016ICSEJTExpert at the fourth unit testing tool competition.Abdelilah Sakti, Gilles Pesant, Yann-Gal Guhneuc
2015AAAIExploiting Determinism to Scale Relational Inference.Mohamed Hamza Ibrahim, Christopher J. Pal, Gilles Pesant
2015CPAIORA Comparative Study of MIP and CP Formulations for the B2B Scheduling Optimization Problem.Gilles Pesant, Gregory Rix, Louis-Martin Rousseau
2015ICSEJTExpert at the Third Unit Testing Tool Competition.Abdelilah Sakti, Gilles Pesant, Yann-Gal Guhneuc
2014CPAIORA Constraint Programming-Based Column Generation Approach for Operating Room Planning and Scheduling.Seyed Hossein Hashemi Doulabi, Louis-Martin Rousseau, Gilles Pesant
2013CPCounting Spanning Trees to Guide Search in Constrained Spanning Tree Problems.Simon Brockbank, Gilles Pesant, Louis-Martin Rousseau
2013CPAIORConstraint-Based Fitness Function for Search-Based Software Testing.Abdelilah Sakti, Yann-Gal Guhneuc, Gilles Pesant
2013RSPEmbedded system verification through constraint-based scheduling.Olfat El-Mahi, Gilles Pesant, Gabriela Nicolescu, Giovanni Beltrame
2012SSBSEBoosting Search Based Testing by Using Constraint Based Testing.Abdelilah Sakti, Yann-Gal Guhneuc, Gilles Pesant
2011CPAIOROn Counting Lattice Points and Chvtal-Gomory Cutting Planes.Andrea Lodi, Gilles Pesant, Louis-Martin Rousseau
2011CPAIORRecovering Indirect Solution Densities for Counting-Based Branching Heuristics.Gilles Pesant, Alessandro Zanarini
2011SMCAn interactive heuristic approach for the P-forest problem.David Meignan, Jean-Marc Frayret, Gilles Pesant
2011SSBSEDivide-by-Zero Exception Raising via Branch Coverage.Neelesh Bhattacharya, Abdelilah Sakti, Giuliano Antoniol, Yann-Gal Guhneuc, Gilles Pesant
2010CPAIORMore Robust Counting-Based Search Heuristics with Alldifferent Constraints.Alessandro Zanarini, Gilles Pesant
2009CPEfficient Generic Search Heuristics within the EMBP Framework.Ronan LeBras, Alessandro Zanarini, Gilles Pesant
2009CPAIORThe Polytope of Context-Free Grammar Constraints.Gilles Pesant, Claude-Guy Quimper, Louis-Martin Rousseau, Meinolf Sellmann
2008CPAIORUsing Local Search to Speed Up Filtering Algorithms for Some NP-Hard Constraints.Philippe Galinier, Alain Hertz, Sandrine Paroz, Gilles Pesant
2008CPAIORCounting Solutions of Knapsack Constraints.Gilles Pesant, Claude-Guy Quimper
2007CPSolution Counting Algorithms for Constraint-Centered Search Heuristics.Alessandro Zanarini, Gilles Pesant
2007CPAIORGeneralizations of the Global Cardinality Constraint for Hierarchical Resources.Alessandro Zanarini, Gilles Pesant
2007ICTAIDiscrepancy-Based Method for Hierarchical Distributed Optimization.Jonathan Gaudreault, Jean-Marc Frayret, Gilles Pesant
2006AAAIA Quadratic Propagator for the Inter-Distance Constraint.Claude-Guy Quimper, Alejandro Lpez-Ortiz, Gilles Pesant
2006CPRevisiting the Sequence Constraint.Willem Jan van Hoeve, Gilles Pesant, Louis-Martin Rousseau, Ashish Sabharwal
2006CPAIORImproved Algorithm for the Soft Global Cardinality Constraint.Alessandro Zanarini, Michela Milano, Gilles Pesant
2006PATATPhysician Scheduling in Emergency Rooms.Michel Gendreau, Jacques A. Ferland, Bernard Gendron, Noureddine Hail, Brigitte Jaumard, Sophie D. Lapierre, Gilles Pesant, Patrick Soriano
2005CPSPREAD: A Balancing Constraint Based on Statistics.Gilles Pesant, Jean-Charles Rgin
2005CPAIORConstraint Programming Based Column Generation for Employee Timetabling.Sophie Demassey, Gilles Pesant, Louis-Martin Rousseau
2005CPAIORImproving the Cooperation Between the Master Problem and the Subproblem in Constraint Programming Based Column Generation.Bernard Gendron, Hocine Lebbah, Gilles Pesant
2005IJCAICounting Solutions of CSPs: A Structural Approach.Gilles Pesant
2004CPA Domain Consistency Algorithm for the Stretch Constraint.Lars Hellsten, Gilles Pesant, Peter van Beek
2004CPA Regular Language Membership Constraint for Finite Sequences of Variables.Gilles Pesant
2003CPHIBISCUS: A Constraint Programming Application to Staff Scheduling in Health Care.Stphane Bourdais, Philippe Galinier, Gilles Pesant
2001CPA Filtering Algorithm for the Stretch Constraint.Gilles Pesant
2001CPBuilding Negative Reduced Cost Paths Using Constraint Programming.Louis-Martin Rousseau, Gilles Pesant, Michel Gendreau
1997CPGENIUS-CP: a Generic Single-Vehicle Routing Algorithm.Gilles Pesant, Michel Gendreau, Jean-Marc Rousseau
1996CPA View of Local Search in Constraint Programming.Gilles Pesant, Michel Gendreau