| Learning improvement heuristics for solving routing problems Y Wu, W Song, Z Cao, J Zhang, A Lim IEEE transactions on neural networks and learning systems 33 (9), 5057-5069, 2021 | 385 | 2021 |
| Deep Reinforcement Learning for Solving Vehicle Routing Problems with Backhauls C Wang, Z Cao, Y Wu, L Teng, G Wu IEEE Transactions on Neural Networks and Learning Systems, 2024 | 111 | 2024 |
| 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 | 59 | 2023 |
| Learning large neighborhood search policy for integer programming Y Wu, W Song, Z Cao, J Zhang Advances in Neural Information Processing Systems 34, 30075-30087, 2021 | 55 | 2021 |
| Learning to solve routing problems via distributionally robust optimization Y Jiang, Y Wu, Z Cao, J Zhang Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9786-9794, 2022 | 45 | 2022 |
| A Review on Learning to Solve Combinatorial Optimization Problems in Manufacturing C Zhang, Y Wu, Y Ma, W Song, L Zhang, Z Cao, J Zhang IET Collaborative Intelligent Manufacturing, 2022 | 43 | 2022 |
| Deep reinforcement learning for uav routing in the presence of multiple charging stations M Fan, Y Wu, T Liao, Z Cao, H Guo, G Sartoretti, G Wu IEEE Transactions on Vehicular Technology 72 (5), 5732-5746, 2022 | 32 | 2022 |
| Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling J Zhou, Y Wu, Z Cao, W Song, J Zhang Transactions on Knowledge and Data Engineering (T-KDE), 2023 | 25 | 2023 |
| MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts J Zhou, Z Cao, Y Wu, W Song, J Zhang, C Xu 41th International Conference on Machine Learning (ICML), 2024 | 20 | 2024 |
| Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift Y Jiang, Z Cao, Y Wu, W Song, J Zhang 37th Conference on Neural Information Processing Systems (NeurIPS), 2023 | 17 | 2023 |
| Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement J Chen, Z Zhang, Z Cao, Y Wu, M Yining, T Ye, J Wang 37th Conference on Neural Information Processing Systems (NeurIPS), 2023 | 17 | 2023 |
| An accurate solution to the cardinality-based punctuality problem Z Cao, Y Wu, A Rao, F Klanner, S Erschen, W Chen, L Zhang, H Guo IEEE Intelligent Transportation Systems Magazine 12 (4), 78-91, 2018 | 17 | 2018 |
| Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling C Zhang, Z Cao, W Song, Y Wu, J Zhang International Conference on Learning Representations (ICLR), 2024 | 16 | 2024 |
| Learning Feature Embedding Refiner for Solving Vehicle Routing Problems J Li, Y Ma, Z Cao, Y Wu, W Song, J Zhang, YM Chee IEEE Transactions on Neural Networks and Learning Systems, 2023 | 15 | 2023 |
| Cross-Problem Learning for Solving Vehicle Routing Problems Z Lin, Y Wu, B Zhou, Z Cao, W Song, Z Yingqian, J Senthilnath The 33rd International Joint Conference on Artificial Intelligence (IJCAI-24), 2024 | 14 | 2024 |
| Multi-view graph contrastive learning for solving vehicle routing problems Y Jiang, Z Cao, Y Wu, J Zhang Uncertainty in Artificial Intelligence, 984-994, 2023 | 12 | 2023 |
| Neural Airport Ground Handling Y Wu, J Zhou, Y Xia, X Zhang, Z Cao, J Zhang IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2023 | 12 | 2023 |
| Learning scenario representation for solving two-stage stochastic integer programs Y Wu, W Song, Z Cao, J Zhang International Conference on Learning Representations, ICLR, 2022 | 11 | 2022 |
| Graph learning assisted multi-objective integer programming Y Wu, W Song, Z Cao, J Zhang, A Gupta, M Lin Advances in Neural Information Processing Systems 35, 17774-17787, 2022 | 10 | 2022 |
| Finding the ‘faster’path in vehicle routing J Guo, Y Wu, X Zhang, L Zhang, W Chen, Z Cao, L Zhang, H Guo IET Intelligent Transport Systems 11 (10), 685-694, 2017 | 9 | 2017 |
Zhiguang CaoSingapore Management UniversityE-mail megerősítve itt: smu.edu.sg