Junbo Zhang@JDT
Junbo Zhang@JDT
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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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Project
DOI
Article
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.
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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Project
DOI
Article
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
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Project
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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Project
DOI
Article
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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DOI
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
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
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
PDF
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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Project
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