| 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 |
| 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 |
| A survey on service route and time prediction in instant delivery: Taxonomy, progress, and prospects H Wen, Y Lin, L Wu, X Mao, T Cai, Y Hou, S Guo, Y Liang, G Jin, Y Zhao, ... IEEE Transactions on Knowledge and Data Engineering, 2024 | 7 | 2024 |
| 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 |
| Estimated time of arrival prediction via modeling the spatial-temporal interactions between links and crosses X Mao, T Cai, W Peng, H Wan Proceedings of the 29th International Conference on Advances in Geographic …, 2021 | 5 | 2021 |
| STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM Y Huang, X Mao, S Guo, Y Chen, J Shen, T Li, Y Lin, H Wan arXiv preprint arXiv:2407.09096, 2024 | 2 | 2024 |
| DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data H Chen, Y Jiang, S Guo, X Mao, Y Lin, H Wan Advances in Neural Information Processing Systems 37, 123353-123378, 2025 | | 2025 |
| DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based Services Y Lin, J Fu, H Wen, J Wang, Z Wei, Y Qiang, X Mao, L Wu, H Hu, Y Liang, ... arXiv preprint arXiv:2412.05437, 2024 | | 2024 |
| LaDe: The First Comprehensive Last-mile Express Dataset from Industry L Wu, H Wen, H Hu, X Mao, Y Xia, E Shan, J Zheng, J Lou, Y Liang, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | | 2024 |
| DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation X Mao, Y Lin, S Guo, Y Chen, X Xian, H Wen, Q Xu, Y Lin, H Wan arXiv preprint arXiv:2408.12809, 2024 | | 2024 |
Huaiyu Wan (万怀宇)Professor, Beijing Jiaotong UniversityPatvirtintas el. paštas bjtu.edu.cn