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Event prediction model combining ordinary differential equation and hypernetworks.

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第一作者： Ying,Wang

第一单位： College of Computer Science and Technology, Jilin University, Changchun, Jilin Province, 130012, China; Key Laboratory of Symbol Computation and Knowledge Engineering (Jilin University), Ministry of Education, Changchun, Jilin Province, 130012, China. Electronic address: wangying2010@jlu.edu.cn.

作者： Ying,Wang ^[1] ; Xianglin,Zuo ^[2] ; Xinglin,Liu ^[3] ; Fuyuan,Ma ^[4] ; Junhe,Zhang ^[5] ; Bo,Yang ^[6]

作者单位： College of Computer Science and Technology, Jilin University, Changchun, Jilin Province, 130012, China; Key Laboratory of Symbol Computation and Knowledge Engineering (Jilin University), Ministry of Education, Changchun, Jilin Province, 130012, China. Electronic address: wangying2010@jlu.edu.cn. ^[1] College of Computer Science and Technology, Jilin University, Changchun, Jilin Province, 130012, China; Key Laboratory of Symbol Computation and Knowledge Engineering (Jilin University), Ministry of Education, Changchun, Jilin Province, 130012, China. Electronic address: zuoxl@jlu.edu.cn. ^[2] College of Computer Science and Technology, Jilin University, Changchun, Jilin Province, 130012, China. Electronic address: xinglin24@mails.jlu.edu.cn. ^[3] College of Artificial Intelligence, Jilin University, Changchun, Jilin Province, 130012, China. Electronic address: mafy23@mails.jlu.edu.cn. ^[4] College of Computer Science and Technology, Jilin University, Changchun, Jilin Province, 130012, China; Key Laboratory of Symbol Computation and Knowledge Engineering (Jilin University), Ministry of Education, Changchun, Jilin Province, 130012, China. Electronic address: junhez21@mails.jlu.edu.cn. ^[5] College of Computer Science and Technology, Jilin University, Changchun, Jilin Province, 130012, China; Key Laboratory of Symbol Computation and Knowledge Engineering (Jilin University), Ministry of Education, Changchun, Jilin Province, 130012, China. Electronic address: ybo@jlu.edu.cn. ^[6]

关键词 Dynamic networks Event prediction Graph neural network Ordinary differential equations Representation learning

医学主题词人类(Humans);算法(Algorithms)

DOI 10.1016/j.neunet.2025.107731

PMID 40644993

发布时间 2025-09-06

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