ST-Data

Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting
IEEE TKDE
Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan*, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann
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Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting
Spatio-Temporal Artificial Intelligence (STAI)
STAI: AI for Spatio-Temporal Data. STAI leverages modern AI techniques (especially deep learning) for spatio-temporal data as well as its applications.
Spatio-Temporal Artificial Intelligence (STAI)
Forecasting Fine-grained Urban Flow via Spatio-temporal Contrastive Self-Supervision
IEEE TKDE
Hao Qu, Yongshun Gong, Meng Chen, Junbo Zhang, Yu Zheng, Yilong Yin
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Forecasting Fine-grained Urban Flow via Spatio-temporal Contrastive Self-Supervision
Multi-Memory enhanced Separation Network for Indoor Temperature Prediction
DASFAA 2022
Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng
PDF Project
Multi-Memory enhanced Separation Network for Indoor Temperature Prediction
Fine-grained Urban Flow Inference with Incomplete Data
IEEE TKDE
Jiyue Li*, Senzhang Wang, Jiaqiang Zhang, Hao Miao, Junbo Zhang, Philip Yu
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TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System
IEEE TKDE
Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng
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Fine-grained Urban Flow Prediction
WWW 2021
Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S.Rosenblum, Roger Zimmermann
PDF Project Project
Fine-grained Urban Flow Prediction
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network
AAAI 2021
Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng
PDF Project DOI
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network
You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users
CIKM 2020, Applied Research Track
Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li
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You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks
IEEE TKDE, 2020
Junkai Sun, Junbo Zhang#, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng
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Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks