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Towards A Generalizable and Expressive Graph Neural Network for Graph-Level Tasks with Theoretical Guarantees.

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Title: Towards A Generalizable and Expressive Graph Neural Network for Graph-Level Tasks with Theoretical Guarantees.
Authors: Qiu, Luyu1, lqiuag@connect.ust.hk, Xu, Yuming2, martin.xu@connect.polyu.hk, Li, Haoyang2, haoyang-comp.li@polyu.edu.hk, Zhang, Chen Jason2, jason-c.zhang@polyu.edu.hk, Zhou, Alexander2, alexander.zhou@polyu.edu.hk, Cheng, Peng3, cspcheng@tongji.edu.cn, Chen, Lei1, leichen@cse.ust.hk, Li, Qing2, csqli@comp.polyu.edu.hk
Source: VLDB Journal International Journal on Very Large Data Bases; Jul2026, Vol. 35 Issue 4, p1-25, 25p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194437648
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Towards A Generalizable and Expressive Graph Neural Network for Graph-Level Tasks with Theoretical Guarantees.
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  Data: <searchLink fieldCode="AU" term="%22Qiu%2C+Luyu%22">Qiu, Luyu</searchLink><relatesTo>1</relatesTo>, <i>lqiuag@connect.ust.hk</i><br /><searchLink fieldCode="AU" term="%22Xu%2C+Yuming%22">Xu, Yuming</searchLink><relatesTo>2</relatesTo>, <i>martin.xu@connect.polyu.hk</i><br /><searchLink fieldCode="AU" term="%22Li%2C+Haoyang%22">Li, Haoyang</searchLink><relatesTo>2</relatesTo>, <i>haoyang-comp.li@polyu.edu.hk</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Chen+Jason%22">Zhang, Chen Jason</searchLink><relatesTo>2</relatesTo>, <i>jason-c.zhang@polyu.edu.hk</i><br /><searchLink fieldCode="AU" term="%22Zhou%2C+Alexander%22">Zhou, Alexander</searchLink><relatesTo>2</relatesTo>, <i>alexander.zhou@polyu.edu.hk</i><br /><searchLink fieldCode="AU" term="%22Cheng%2C+Peng%22">Cheng, Peng</searchLink><relatesTo>3</relatesTo>, <i>cspcheng@tongji.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Chen%2C+Lei%22">Chen, Lei</searchLink><relatesTo>1</relatesTo>, <i>leichen@cse.ust.hk</i><br /><searchLink fieldCode="AU" term="%22Li%2C+Qing%22">Li, Qing</searchLink><relatesTo>2</relatesTo>, <i>csqli@comp.polyu.edu.hk</i>
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  Data: <searchLink fieldCode="JN" term="%22VLDB+Journal+International+Journal+on+Very+Large+Data+Bases%22">VLDB Journal International Journal on Very Large Data Bases</searchLink>; Jul2026, Vol. 35 Issue 4, p1-25, 25p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194437648
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      – Type: doi
        Value: 10.1007/s00778-026-00978-4
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      – Code: eng
        Text: English
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        PageCount: 25
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      – TitleFull: Towards A Generalizable and Expressive Graph Neural Network for Graph-Level Tasks with Theoretical Guarantees.
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            NameFull: Qiu, Luyu
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            NameFull: Xu, Yuming
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            NameFull: Li, Haoyang
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            NameFull: Zhang, Chen Jason
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            – D: 01
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
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              Value: 35
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            – TitleFull: VLDB Journal International Journal on Very Large Data Bases
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