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Experience replay with cohesive-subgraph awareness for continual graph learning in IoT

Zhenzhen Xie Qi Luo Yan Huang Yongqi Yin Jiaqi Zhang Junjie Pang

数字通信与网络（英文）2026，Vol.12Issue(3)：417-427,11.

数字通信与网络（英文）2026，Vol.12Issue(3)：417-427,11.DOI:10.1016/j.dcan.2025.08.010

Experience replay with cohesive-subgraph awareness for continual graph learning in IoT

Zhenzhen Xie ¹Qi Luo ¹Yan Huang ²Yongqi Yin ¹Jiaqi Zhang ³Junjie Pang⁴

作者信息

1. School of Computer Science and Technology,Shandong University,Shandong 266000,China
2. College of Computing and Software Engineering,Kennesaw State University,Atlanta,USA
3. Department of Computer Technology,Changchun University of Technology,Changchun 130012,China
4. College of Computer Science and Technology,Qingdao University,Shandong 266000,China
折叠

摘要

关键词

Graph neural networks/Continual learning/Experience replay/Cohesive subgraph

Key words

Graph neural networks/Continual learning/Experience replay/Cohesive subgraph

引用本文复制引用

Zhenzhen Xie,Qi Luo,Yan Huang,Yongqi Yin,Jiaqi Zhang,Junjie Pang..Experience replay with cohesive-subgraph awareness for continual graph learning in IoT[J].数字通信与网络（英文）,2026,12(3):417-427,11.

基金项目

This work was supported in part by the Young Scientists Fund of the Natural Science Foundation of Shandong Province(ZR2022QF134). （ZR2022QF134）

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