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Transformers in Time Series: A Survey


Mar 07, 2022
Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan, Liang Sun

* 8 pages, 65 referred papers; The corresponding GitHub repository is https://github.com/qingsongedu/time-series-transformers-review 

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Learning from Multiple Time Series: A Deep Disentangled Approach to Diversified Time Series Forecasting


Nov 09, 2021
Ling Chen, Weiqi Chen, Binqing Wu, Youdong Zhang, Bo Wen, Chenghu Yang


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Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting


Nov 27, 2019
Weiqi Chen, Ling Chen, Yu Xie, Wei Cao, Yusong Gao, Xiaojie Feng

* Accepted by AAAI 2020 

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