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Defeng Liu
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引用次数
年份
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
372022
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
72023
Learning chordal extensions
D Liu, A Lodi, M Tanneau
Journal of Global Optimization 81 (1), 3-22, 2021
62021
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
12024
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
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