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Jianan Zhou
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Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
J Zhou, Y Wu, W Song, Z Cao, J Zhang
40th International Conference on Machine Learning (ICML), 2023
492023
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
F Berto, C Hua, J Park, L Luttmann, Y Ma, F Bu, J Wang, H Ye, M Kim, ...
arXiv preprint arXiv:2306.17100, 2023
20*2023
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling
J Zhou, Y Wu, Z Cao, W Song, J Zhang, Z Chen
IEEE Transactions on Knowledge and Data Engineering, 2023
162023
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
J Zhou, Z Cao, Y Wu, W Song, Y Ma, J Zhang, C Xu
41st International Conference on Machine Learning (ICML), 2024
132024
Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks
J Zhou, J Zhu, J Zhang, T Liu, G Niu, B Han, M Sugiyama
36th Conference on Neural Information Processing Systems (NeurIPS), 2022
92022
Neural Airport Ground Handling
Y Wu, J Zhou, Y Xia, X Zhang, Z Cao, J Zhang
IEEE Transactions on Intelligent Transportation Systems, 2023
82023
Graph Neural Networks for Job Shop Scheduling Problems: A Survey
IG Smit, J Zhou, R Reijnen, Y Wu, J Chen, C Zhang, Z Bukhsh, W Nuijten, ...
Computers & Operations Research, 2024
22024
Learning to Handle Complex Constraints for Vehicle Routing Problems
J Bi, Y Ma, J Zhou, W Song, Z Cao, Y Wu, J Zhang
38th Conference on Neural Information Processing Systems (NeurIPS), 2024
2024
Collaboration! Towards Robust Neural Methods for Routing Problems
J Zhou, Y Wu, Z Cao, W Song, J Zhang, Z Shen
38th Conference on Neural Information Processing Systems (NeurIPS), 2024
2024
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