Junbo Zhang@JDT
Junbo Zhang@JDT
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Deep Learning
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
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph
WWW 2021
Zheyi Pan*
,
Songyu Ke
,
Xiaodu Yang
,
Yuxuan Liang
,
Yong Yu
,
Junbo Zhang
#
,
Yu Zheng
PDF
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Code
Project
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
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
Project
DOI
Article
AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction
[ORAL] KDD 2020, Research Track (acceptance rate: 16.8%)
Ting Li
,
Junbo Zhang
#
,
Kainan Bao
,
Yuxuan Liang
,
Yexin Li
,
Yu Zheng
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Project
Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics
ECML-PKDD 2020
Yuxuan Liang
,
Kun Ouyang
,
Yiwei Wang
,
Ye Liu
,
Junbo Zhang
,
Yu Zheng
,
David S. Rosenblum
PDF
Code
Project
Project
Slides
Spatio-Temporal Meta Learning for Urban Traffic Prediction
IEEE TKDE
Zheyi Pan*
,
Wentao Zhang
,
Yuxuan Liang
,
Weinan Zhang
,
Yong Yu
,
Junbo Zhang
#
,
Yu Zheng
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Project
DOI
Predicting and ranking box office revenue of movies based on big data
Information Fusion
Zhaoyuan Wang
,
Junbo Zhang
,
Shenggong Ji
,
Chuishi Meng
,
Tianrui Li
,
Yu Zheng
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DOI
Urban flow prediction from spatiotemporal data using machine learning: A survey
Information Fusion
Peng Xie
,
Tianrui Li
,
Jia Liu
,
Shengdong Du
,
Xin Yang
,
Junbo Zhang
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Project
Project
DOI
Article
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