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Liang Sun

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Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment

Oct 24, 2022
Chenxiao Yang, Qitian Wu, Qingsong Wen, Zhiqiang Zhou, Liang Sun, Junchi Yan

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TFAD: A Decomposition Time Series Anomaly Detection Architecture with Time-Frequency Analysis

Oct 18, 2022
Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun

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TreeDRNet:A Robust Deep Model for Long Term Time Series Forecasting

Jun 24, 2022
Tian Zhou, Jianqing Zhu, Xue Wang, Ziqing Ma, Qingsong Wen, Liang Sun, Rong Jin

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Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach

Jun 08, 2022
Fan Yang, Kai He, Linxiao Yang, Hongxia Du, Jingbang Yang, Bo Yang, Liang Sun

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Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection

Jun 07, 2022
Xiaomin Song, Qingsong Wen, Yan Li, Liang Sun

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FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting

May 24, 2022
Tian Zhou, Ziqing Ma, Xue wang, Qingsong Wen, Liang Sun, Tao Yao, Wotao Yin, Rong Jin

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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

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NetRCA: An Effective Network Fault Cause Localization Algorithm

Mar 07, 2022
Chaoli Zhang, Zhiqiang Zhou, Yingying Zhang, Linxiao Yang, Kai He, Qingsong Wen, Liang Sun

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