Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction-Reference-Cited by-同舟云学术

Graph2Route: A Dynamic Spatial-Temporal Graph Neural Network for Pick-up and Delivery Route Prediction

Published:2022-08-14 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
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Author:

Wen Haomin¹,Lin Youfang²,Mao Xiaowei²,Wu Fan³,Zhao Yiji⁴,Wang Haochen⁴,Zheng Jianbin³,Wu Lixia³,Hu Haoyuan³,Wan Huaiyu²

Affiliation:

1. Beijing Jiaotong University & Cainiao Network, Beijing, China

2. Beijing Jiaotong University & Beijing Key Laboratory of Traffic Data Analysis and Mining, Beijing, China

3. Cainiao Network, Hangzhou, China

4. Beijing Jiaotong University, Beijing, China

Funder

Alibaba Innovative Research Program

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3534678.3539084

Reference20 articles.

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2. End-to-End Prediction of Parcel Delivery Time With Deep Learning for Smart-City Applications

3. Chengliang Gao Fan Zhang Guanqun Wu Qiwan Hu Qiang Ru Jinghua Hao Renqing He and Zhizhao Sun. 2021. A Deep Learning Method for Route and Time Prediction in Food Delivery Service. In KDD. 2879--2889. Chengliang Gao Fan Zhang Guanqun Wu Qiwan Hu Qiang Ru Jinghua Hao Renqing He and Zhizhao Sun. 2021. A Deep Learning Method for Route and Time Prediction in Food Delivery Service. In KDD. 2879--2889.

4. Long Short-Term Memory

5. Wenjie Huang Zhiwei Zhao Xiaolong An Geyong Min and Jingjing Li. 2020. Dynamic Scheduling for Urban Instant Delivery with Strict Deadlines. In ICC. 1--6. Wenjie Huang Zhiwei Zhao Xiaolong An Geyong Min and Jingjing Li. 2020. Dynamic Scheduling for Urban Instant Delivery with Strict Deadlines. In ICC. 1--6.

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