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Enhancing Low-Degree Graph Neural Networks via Joint Training and Improved Message Passing.

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Title: Enhancing Low-Degree Graph Neural Networks via Joint Training and Improved Message Passing.
Authors: Sun, Zedong1, szd812100078@stu.zafu.edu.cn, Li, Jian1, lijian0120@zafu.edu.cn, Liu, Guanjun2, liuguanjun@tongji.edu.cn
Source: Machine Learning; Jan2026, Vol. 115 Issue 1, p1-20, 20p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191284784
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Enhancing Low-Degree Graph Neural Networks via Joint Training and Improved Message Passing.
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  Data: <searchLink fieldCode="JN" term="%22Machine+Learning%22">Machine Learning</searchLink>; Jan2026, Vol. 115 Issue 1, p1-20, 20p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191284784
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s10994-025-06944-5
    Languages:
      – Code: eng
        Text: English
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        PageCount: 20
        StartPage: 1
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      – TitleFull: Enhancing Low-Degree Graph Neural Networks via Joint Training and Improved Message Passing.
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            NameFull: Sun, Zedong
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            NameFull: Li, Jian
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            NameFull: Liu, Guanjun
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            – D: 01
              M: 01
              Text: Jan2026
              Type: published
              Y: 2026
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              Value: 115
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          Titles:
            – TitleFull: Machine Learning
              Type: main
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