Learning to search in local branching D Liu, M Fischetti, A Lodi Proceedings of the aaai conference on artificial intelligence 36 (4), 3796-3803, 2022 | 37 | 2022 |
A machine learning framework for neighbor generation in metaheuristic search D Liu, V Perreault, A Hertz, A Lodi Frontiers in Applied Mathematics and Statistics 9, 1128181, 2023 | 7 | 2023 |
Learning chordal extensions D Liu, A Lodi, M Tanneau Journal of Global Optimization 81 (1), 3-22, 2021 | 6 | 2021 |
A Reinforcement Learning Approach for Dynamic Rebalancing in Bike-Sharing System J Liang, SD Jena, D Liu, A Lodi arXiv preprint arXiv:2402.03589, 2024 | 1 | 2024 |
Dual Policy Reinforcement Learning for Real-time Rebalancing in Bike-sharing Systems J Liang, D Liu, SD Jena, A Lodi, T Vidal arXiv preprint arXiv:2406.00868, 2024 | | 2024 |
Design and Implementation of an Heuristic-Enhanced Branch-and-Bound Solver for MILP WA Silva, F Bobbio, F Caye, D Liu, J Pepin, C Perreault-Lafleur, ... arXiv preprint arXiv:2206.01857, 2022 | | 2022 |
Machine Learning Algorithms for Combinatorial Optimization D Liu Polytechnique Montréal, 2022 | | 2022 |
Revisiting local branching with a machine learning lens D Liu, M Fischetti, A Lodi arXiv preprint arXiv:2112.02195, 2021 | | 2021 |
LIPIcs, Volume 210, CP 2021, Complete Volume}} LD Michel, C Archetti, O Jabali, A Mor, A Simonetto, MG Speranza, ... 27th International Conference on Principles and Practice of Constraint …, 2021 | | 2021 |