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Haomin Wen
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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
112021
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
52023
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
42022
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
32022
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
22022
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
12021
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
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