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Huigen Ye
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GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming
H Ye, H Xu, H Wang, C Wang, Y Jiang
Proceedings of the 40th International Conference on Machine Learning 202 …, 2023
62023
Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract)
H Ye, H Wang, H Xu, C Wang, Y Jiang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16376 …, 2023
22023
Learning to Generate Scalable MILP Instances
T Yang, H Ye, H Xu
2024
Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset
H Ye, H Xu, H Wang
The Twelfth International Conference on Learning Representations, 0
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