Search Results - "Pan, Zheyi"

Spatio-Temporal Meta Learning for Urban Traffic Prediction by Pan, Zheyi, Zhang, Wentao, Liang, Yuxuan, Zhang, Weinan, Yu, Yong, Zhang, Junbo, Zheng, Yu

“…Predicting urban traffic is of great importance to intelligent transportation systems and public safety, yet is very challenging in three aspects: 1) complex…”
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An Efficient System for Large-Scale Collaborative Tasks in Government by Wang, Lulu, He, Huajun, Pan, Zheyi, Bao, Jie, Zheng, Yu

“…Government collaboration tasks are integral for grassroots governance and essential for government administration. Large-scale government collaboration tasks…”
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AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction by Ke, Songyu, Pan, Zheyi, He, Tianfu, Liang, Yuxuan, Zhang, Junbo, Zheng, Yu

“…Spatio-temporal graphs (STGs) are important structures to describe urban sensory data, e.g., traffic speed and air quality. Predicting over spatio-temporal…”
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Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning by Wang, Zhaoyuan, Pan, Zheyi, Chen, Shun, Ji, Shenggong, Yi, Xiuwen, Zhang, Junbo, Wang, Jingyuan, Gong, Zhiguo, Li, Tianrui, Zheng, Yu

“…Urban metros have become the foremost public transit to modern cities, carrying millions of daily rides. As travel efficiency matters to the work productivity…”
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Housing rental suggestion based on e-commerce data by Wang, Zhaoyuan, Chen, Shun, Ji, Shenggong, Pan, Zheyi, Meng, Chuishi, Zhang, Junbo, Li, Tianrui, Zheng, Yu

“…Because renting a house is a low-frequency behavior of people, the housing rental suggestion issue suffers from extremely sparse data. In this paper, we…”
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Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting by Liang, Yuxuan, Ouyang, Kun, Wang, Yiwei, Pan, Zheyi, Yin, Yifang, Chen, Hongyang, Zhang, Junbo, Zheng, Yu, Rosenblum, David S., Zimmermann, Roger

“…Spatio-temporal forecasting has a wide range of applications in smart city efforts, such as traffic forecasting and air quality prediction. Graph Convolutional…”
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Elementarisation method for public data based on urban knowledge systems by Yu ZHENG, Xiuwen YI, Dekang QI, Zheyi PAN

“…Data elements are the key momentum for boosting digital economy.The data generated by public services provided by governments (a.k.a.public data) is ready to…”
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POI Alias Discovery in Delivery Addresses using User Locations by He, Tianfu, Chen, Guochun, Meng, Chuishi, He, Huajun, Pan, Zheyi, Li, Yexin, Ruan, Sijie, Ren, Huimin, Yuan, Ye, Li, Ruiyuan, Zhang, Junbo, Bao, Jie, He, Hui, Zheng, Yu

“…People often refer to a place of interest (POI) by an alias. In e-commerce scenarios, the POI alias problem affects the quality of the delivery address of…”
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HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting by Pan, Zheyi, Liang, Yuxuan, Zhang, Junbo, Yi, Xiuwen, Yu, Yong, Zheng, Yu

“…Spatio-temporal (ST) data, which represent multiple time series data corresponding to different spatial locations, are ubiquitous in real-world dynamic…”
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