| Solving a new 3d bin packing problem with deep reinforcement learning method H Hu, X Zhang, X Yan, L Wang, Y Xu arXiv preprint arXiv:1708.05930, 2017 | 213 | 2017 |
| Predicting human discretion to adjust algorithmic prescription: A large-scale field experiment in warehouse operations J Sun, DJ Zhang, H Hu, JA Van Mieghem Management Science 68 (2), 846-865, 2022 | 136 | 2022 |
| A multi-task selected learning approach for solving 3D flexible bin packing problem L Duan, H Hu, Y Qian, Y Gong, X Zhang, Y Xu, J Wei arXiv preprint arXiv:1804.06896, 2018 | 95 | 2018 |
| Efficiently solving the practical vehicle routing problem: A novel joint learning approach L Duan, Y Zhan, H Hu, Y Gong, J Wei, X Zhang, Y Xu Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 89 | 2020 |
| The impacts of algorithmic work assignment on fairness perceptions and productivity: Evidence from field experiments B Bai, H Dai, DJ Zhang, F Zhang, H Hu Manufacturing & Service Operations Management 24 (6), 3060-3078, 2022 | 67 | 2022 |
| Can sophisticated dispatching strategy acquired by reinforcement learning?-a case study in dynamic courier dispatching system Y Chen, Y Qian, Y Yao, Z Wu, R Li, Y Zhou, H Hu, Y Xu arXiv preprint arXiv:1903.02716, 2019 | 50 | 2019 |
| Graph2route: A dynamic spatial-temporal graph neural network for pick-up and delivery route prediction H Wen, Y Lin, X Mao, F Wu, Y Zhao, H Wang, J Zheng, L Wu, H Hu, ... Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 38 | 2022 |
| Learning to cooperate: Application of deep reinforcement learning for online AGV path finding Y Zhang, Y Qian, Y Yao, H Hu, Y Xu Proceedings of the 19th International Conference on autonomous agents and …, 2020 | 23 | 2020 |
| Stochastic continuous submodular maximization: Boosting via non-oblivious function Q Zhang, Z Deng, Z Chen, H Hu, Y Yang International Conference on Machine Learning, 26116-26134, 2022 | 21 | 2022 |
| Alibaba vehicle routing algorithms enable rapid pick and delivery H Hu, Y Zhang, J Wei, Y Zhan, X Zhang, S Huang, G Ma, Y Deng, S Jiang INFORMS Journal on Applied Analytics 52 (1), 27-41, 2022 | 17 | 2022 |
| A multi-task selected learning approach for solving new type 3d bin packing problem H Hu, L Duan, X Zhang, Y Xu, J Wei arXiv preprint arXiv:1804.06896, 2018 | 16 | 2018 |
| Online learning for non-monotone DR-submodular maximization: From full information to bandit feedback Q Zhang, Z Deng, Z Chen, K Zhou, H Hu, Y Yang International Conference on Artificial Intelligence and Statistics, 3515-3537, 2023 | 12 | 2023 |
| The impacts of algorithmic work assignment on fairness perceptions and productivity B Bai, H Dai, D Zhang, F Zhang, H Hu Academy of Management Proceedings 2021 (1), 12335, 2021 | 12 | 2021 |
| GP-CNAS: Convolutional neural network architecture search with genetic programming Y Zhu, Y Yao, Z Wu, Y Chen, G Li, H Hu, Y Xu arXiv preprint arXiv:1812.07611, 2018 | 12 | 2018 |
| Drl4route: A deep reinforcement learning framework for pick-up and delivery route prediction X Mao, H Wen, H Zhang, H Wan, L Wu, J Zheng, H Hu, Y Lin Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 10 | 2023 |
| Modeling intra-and inter-community information for route and time prediction in last-mile delivery Y Qiang, H Wen, L Wu, X Mao, F Wu, H Wan, H Hu 2023 IEEE 39th International Conference on Data Engineering (ICDE), 3106-3112, 2023 | 10 | 2023 |
| LaDe: The first comprehensive last-mile delivery dataset from industry L Wu, H Wen, H Hu, X Mao, Y Xia, E Shan, J Zhen, J Lou, Y Liang, L Yang, ... arXiv preprint arXiv:2306.10675, 2023 | 9 | 2023 |
| M2G4RTP: A Multi-Level and Multi-Task Graph Model for Instant-Logistics Route and Time Joint Prediction T Cai, H Wan, F Wu, H Wen, S Guo, L Wu, H Hu, Y Lin 2023 IEEE 39th International Conference on Data Engineering (ICDE), 3296-3308, 2023 | 8 | 2023 |
| Gmdnet: A graph-based mixture density network for estimating packages’ multimodal travel time distribution X Mao, H Wan, H Wen, F Wu, J Zheng, Y Qiang, S Guo, L Wu, H Hu, Y Lin Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4561-4568, 2023 | 7 | 2023 |
| The value of logistic flexibility in e-commerce B Bai, T Chan, D Zhang, F Zhang, Y Chen, H Hu Available at SSRN 4206229, 2022 | 7 | 2022 |
