Improved filtering for the bin-packing with cardinality constraint. - Guillaume Derval; Jean-Charles Régin; Pierre Schaus (Constraints An Int. J., 2018)

The Maximum Weighted Submatrix Coverage Problem: A CP Approach. - Guillaume Derval; Vincent Branders; Pierre Dupont; Pierre Schaus (CPAIOR, 2019)

Mining a Maximum Weighted Set of Disjoint Submatrices. - Vincent Branders; Guillaume Derval; Pierre Schaus; Pierre Dupont (DS, 2019)

An Aggregate Learning Approach for Interpretable Semi-supervised Population Prediction and Disaggregation Using Ancillary Data. - Guillaume Derval; Frédéric Docquier; Pierre Schaus (ECML/PKDD (3), 2019)

Mining Constrained Regions of Interest: An Optimization Approach. - Alexandre Dubray; Guillaume Derval; Siegfried Nijssen; Pierre Schaus (DS, 2020)

Finding maximum sum submatrices. - Guillaume Derval (2021)

Optimal Decoding of Hidden Markov Models with Consistency Constraints. - Alexandre Dubray; Guillaume Derval; Siegfried Nijssen; Pierre Schaus (DS, 2022)

Maximal-Sum submatrix search using a hybrid contraint programming/linear programming approach. - Guillaume Derval; Pierre Schaus (Eur. J. Oper. Res., 2022)

Optimal Control of Renewable Energy Communities subject to Network Peak Fees with Model Predictive Control and Reinforcement Learning Algorithms. - Samy Aittahar; Adrien Bolland; Guillaume Derval; Damien Ernst (CoRR, 2024)

GBOML: a structure-exploiting optimization modelling language in Python. - Bardhyl Miftari; Mathias Berger; Guillaume Derval; Quentin Louveaux; Damien Ernst (Optim. Methods Softw., 2024)

A Unified Definition of Hosting Capacity, Applications, and Review. - Amina Benzerga; Alireza Bahmanyar; Guillaume Derval; Damien Ernst (IEEE Access, 2025)

Efficient LP warmstarting for linear modifications of the constraint matrix. - Guillaume Derval; Bardhyl Miftari; Damien Ernst; Quentin Louveaux (CoRR, 2025)