Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction. - Haomin Wen; Youfang Lin; Xiaowei Mao; Fan Wu; Yiji Zhao; Haochen Wang; Jianbin Zheng 003; Lixia Wu; Haoyuan Hu; Huaiyu Wan (KDD, 2022)

GMDNet: A Graph-Based Mixture Density Network for Estimating Packages' Multimodal Travel Time Distribution. - Xiaowei Mao; Huaiyu Wan; Haomin Wen; Fan Wu; Jianbin Zheng 003; Yuting Qiang; Shengnan Guo 001; Lixia Wu; Haoyuan Hu; Youfang Lin (AAAI, 2023)

DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction. - Xiaowei Mao; Haomin Wen; Hengrui Zhang; Huaiyu Wan; Lixia Wu; Jianbin Zheng 003; Haoyuan Hu; Youfang Lin (KDD, 2023)

G2PTL: A Pre-trained Model for Delivery Address and its Applications in Logistics System. - Lixia Wu; Jianlin Liu; Junhong Lou; Haoyuan Hu; Jianbin Zheng 003; Haomin Wen; Chao Song; Shu He (CoRR, 2023)

LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry. - Lixia Wu; Haomin Wen; Haoyuan Hu; Xiaowei Mao; Yutong Xia; Ergang Shan; Jianbin Zheng 003; Junhong Lou; Yuxuan Liang; Liuqing Yang 001; Roger Zimmermann; Youfang Lin; et al. (CoRR, 2023)

Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers' Spatial-Temporal Behaviors. - Haomin Wen; Youfang Lin; Fan Wu; Huaiyu Wan; Zhongxiang Sun; Tianyue Cai; Hongyu Liu 003; Shengnan Guo 001; Jianbin Zheng 003; Chao Song; Lixia Wu (ACM Trans. Intell. Syst. Technol., 2023)

G2PTL: A Geography-Graph Pre-trained Model. - Lixia Wu; Jianlin Liu; Junhong Lou; Minhui Deng; Jianbin Zheng 003; Haomin Wen; Chao Song; Shu He (CIKM, 2024)

LaDe: The First Comprehensive Last-mile Express Dataset from Industry. - Lixia Wu; Haomin Wen; Haoyuan Hu; Xiaowei Mao; Yutong Xia; Ergang Shan; Jianbin Zheng 003; Junhong Lou; Yuxuan Liang; Liuqing Yang 001; Roger Zimmermann; Youfang Lin; et al. (KDD, 2024)