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AsynFormer: Transformer capturing asynchronous cross-variate dependencies for efficient multivariate time series forecasting.

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Title: AsynFormer: Transformer capturing asynchronous cross-variate dependencies for efficient multivariate time series forecasting.
Authors: He, Peng1, hepenglk@std.uestc.edu.cn, Gan, Yanglei1, yangleigan@std.uestc.edu.cn, Liu, Yuxiang1, 202321081212@std.uestc.edu.cn, Lin, Run1, runlin@std.uestc.edu.cn, Zhou, Guanyu1, 202522080824@std.uestc.edu.cn, Xie, Jun2, 913247579@qq.com, Liu, Yao3, liuyao@uestc.edu.cn, Liu, Qiao1, qliu@uestc.edu.cn
Source: Knowledge-Based Systems; Apr2026, Vol. 339, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192377201
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: AsynFormer: Transformer capturing asynchronous cross-variate dependencies for efficient multivariate time series forecasting.
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  Data: <searchLink fieldCode="AU" term="%22He%2C+Peng%22">He, Peng</searchLink><relatesTo>1</relatesTo>, <i>hepenglk@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Gan%2C+Yanglei%22">Gan, Yanglei</searchLink><relatesTo>1</relatesTo>, <i>yangleigan@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Yuxiang%22">Liu, Yuxiang</searchLink><relatesTo>1</relatesTo>, <i>202321081212@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Lin%2C+Run%22">Lin, Run</searchLink><relatesTo>1</relatesTo>, <i>runlin@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zhou%2C+Guanyu%22">Zhou, Guanyu</searchLink><relatesTo>1</relatesTo>, <i>202522080824@std.uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Xie%2C+Jun%22">Xie, Jun</searchLink><relatesTo>2</relatesTo>, <i>913247579@qq.com</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Yao%22">Liu, Yao</searchLink><relatesTo>3</relatesTo>, <i>liuyao@uestc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Qiao%22">Liu, Qiao</searchLink><relatesTo>1</relatesTo>, <i>qliu@uestc.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Knowledge-Based+Systems%22">Knowledge-Based Systems</searchLink>; Apr2026, Vol. 339, pN.PAG-N.PAG, 1p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192377201
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        Value: 10.1016/j.knosys.2026.115557
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        Text: English
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              Text: Apr2026
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