Defeng Liu

20212022202320242 8 19 8

Andrea LodiCornell Tech and Technion -- IITVerified email at cornell.edu
Matteo FischettiUniversity of PadovaVerified email at unipd.it
Mathieu TanneauGeorgia Institute of TechnologyVerified email at gatech.edu
Alain Hertzprofesseur, Polytechnique MontréalVerified email at gerad.ca
Vincent PerreaultPhD Student, Polytechnique MontréalVerified email at polymtl.ca
Sanjay Dominik JenaAssociate Professor, École des Sciences de la Gestion (ESG), Université du Québec à Montréal (UQAM)Verified email at cirrelt.ca

Defeng Liu

Verified email at polymtl.ca


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	27	2022
Learning chordal extensions D Liu, A Lodi, M Tanneau Journal of Global Optimization 81 (1), 3-22, 2021	6	2021
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	4	2023
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		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

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