{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:59:20Z","timestamp":1763193560421,"version":"3.45.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11227464","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["FedCSG - a Novel Federated Continual Graph Learning Framework for Resource-limited Devices"],"prefix":"10.1109","author":[{"given":"Hanyue","family":"Xu","sequence":"first","affiliation":[{"name":"Xi’an Jiaotong-Liverpool University,School of Advanced Technology,Suzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kah Phooi","family":"Seng","sequence":"additional","affiliation":[{"name":"University of the Sunshine Coast,School of Science, Technology and Engineer,Petrie,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jieli","family":"Chen","sequence":"additional","affiliation":[{"name":"Xi’an Jiaotong-Liverpool University,School of Advanced Technology,Suzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li Min","family":"Ang","sequence":"additional","affiliation":[{"name":"University of the Sunshine Coast,School of Science, Technology and Engineer,Petrie,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeremy","family":"Smith","sequence":"additional","affiliation":[{"name":"University of Liverpool,Department of Electrical Engineering and Electronics,Liverpool,UK"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3627673.3679574"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3501815"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2023.128913"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2024.3360429"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3422211"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/iccv48922.2021.00438"},{"article-title":"Personalized Subgraph Federated Learning","year":"2023","author":"Baek","key":"ref7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.07.024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2024.3363240"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.02.015"},{"key":"ref11","first-page":"18839","article-title":"Federated Graph Classification over Non-IID Graphs","volume-title":"Advances in Neural Information Processing Systems","author":"Xie","year":"2021"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-30714-9"},{"article-title":"FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks","year":"2021","author":"He","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3502223.3502233"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i8.26187"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467371"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3501808"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-30714-9"},{"key":"ref19","first-page":"6671","article-title":"Subgraph Federated Learning with Missing Neighbor Generation","volume-title":"Advances in Neural Information Processing Systems","author":"Zhang","year":"2021"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.106574"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/wcnc51071.2022.9771883"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/iwqos52092.2021.9521331"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/419"},{"key":"ref24","first-page":"12073","article-title":"Federated Continual Learning with Weighted Inter-client Transfer","volume-title":"Proceedings of the 38th Int. Conf. on Machine Learning","author":"Yoon"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/BigData62323.2024.10825220"},{"article-title":"Better Generative Replay for Continual Federated Learning","volume-title":"presented at the The Eleventh Int. Conf. on Learning Representations","author":"Qi","key":"ref26"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02214"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/iccv51070.2023.00441"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/303"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671948"},{"article-title":"Gradient Episodic Memory for Continual Learning","year":"2022","author":"Lopez-Paz","key":"ref31"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i8.26187"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/tpds.2021.3098467"},{"article-title":"Federated Learning with Personalization Layers","year":"2019","author":"Arivazhagan","key":"ref34"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.112401"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11227464.pdf?arnumber=11227464","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:57:09Z","timestamp":1763193429000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11227464\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11227464","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}