Package pick-up route prediction via modeling couriers’ spatial-temporal behaviors H Wen, Y Lin, F Wu, H Wan, S Guo, L Wu, C Song, Y Xu 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2141-2146, 2021 | 11 | 2021 |
Diffstg: Probabilistic spatio-temporal graph forecasting with denoising diffusion models H Wen, Y Lin, Y Xia, H Wan, R Zimmermann, Y Liang arXiv preprint arXiv:2301.13629, 2023 | 5 | 2023 |
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 | 4 | 2022 |
DeepRoute+: Modeling Couriers’ Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction H Wen, Y Lin, H Wan, S Guo, F Wu, L Wu, C Song, Y Xu ACM Transactions on Intelligent Systems and Technology (TIST) 13 (2), 1-23, 2022 | 3 | 2022 |
Spatial-temporal position-aware graph convolution networks for traffic flow forecasting Y Zhao, Y Lin, H Wen, T Wei, X Jin, H Wan IEEE Transactions on Intelligent Transportation Systems, 2022 | 2 | 2022 |
Traffic Inflow and Outflow Forecasting by Modeling Intra-and Inter-Relationship Between Flows Y Zhao, Y Lin, Y Zhang, H Wen, Y Liu, H Wu, Z Wu, S Zhang, H Wan IEEE Transactions on Intelligent Transportation Systems, 0 | 2* | |
Context-aware distance measures for dynamic networks Y Zhao, Y Lin, Z Wu, Y Wang, H Wen ACM Transactions on the Web (TWEB) 16 (1), 1-34, 2021 | 1 | 2021 |
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 | | 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 | | 2023 |
Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers’ Spatial-Temporal Behaviors H Wen, Y Lin, F Wu, H Wan, Z Sun, T Cai, H Liu, S Guo, J Zheng, C Song, ... ACM Transactions on Intelligent Systems and Technology 14 (3), 1-22, 2023 | | 2023 |
G2PTL: A Pre-trained Model for Delivery Address and its Applications in Logistics System L Wu, J Liu, J Lou, H Hu, J Zheng, H Wen, C Song, S He arXiv preprint arXiv:2304.01559, 2023 | | 2023 |
EasyST: Modeling Spatial-Temporal Correlations and Uncertainty for Dynamic Wind Power Forecasting via PaddlePaddle Y Zhao, H Wen, J Lou, J Fu, J Zheng, Y Lin KDD workshop, 2022 | | 2022 |