{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,2]],"date-time":"2026-08-02T19:33:08Z","timestamp":1785699188069,"version":"3.56.0"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T00:00:00Z","timestamp":1747958400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T00:00:00Z","timestamp":1747958400000},"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":[[2025,5,23]]},"DOI":"10.1109\/icmlt65785.2025.11193246","type":"proceedings-article","created":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T17:39:05Z","timestamp":1760377145000},"page":"218-222","source":"Crossref","is-referenced-by-count":2,"title":["Federated Class-Incremental Learning: A Survey"],"prefix":"10.1109","author":[{"given":"Xuefeng","family":"Zhu","sequence":"first","affiliation":[{"name":"National University of Defense Technology,Laboratory for Big Data and Decision,Changsha,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liang","family":"Bai","sequence":"additional","affiliation":[{"name":"National University of Defense Technology,Laboratory for Big Data and Decision,Changsha,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yirun","family":"Ruan","sequence":"additional","affiliation":[{"name":"National University of Defense Technology,Laboratory for Big Data and Decision,Changsha,China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00377"},{"issue":"R","key":"ref2","volume-title":"WeBank AI Project Team in Federated learning white paper V1.0","year":"2018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3387107"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000430"},{"key":"ref6","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2023"},{"key":"ref7","article-title":"Open-world machine learning: A review and new outlooks","author":"Zhu","year":"2024"},{"key":"ref8","article-title":"Continual learning in neural networks","author":"Aljundi","year":"2019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref10","article-title":"Federated learning based on dynamic regularization","author":"Acar","year":"2021"},{"key":"ref11","article-title":"Scaffold: Stochastic controlled averaging for federated learning","author":"Karimireddy","year":"2021"},{"key":"ref12","article-title":"Salvaging federated learning by local adaptation","author":"Yu","year":"2022"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00992"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2023.3334213"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/s0079-7421(08)60536-8"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116895"},{"key":"ref18","article-title":"Continual learning in reinforcement environments","volume-title":"PhD thesis","author":"Ring","year":"1994"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/303"},{"key":"ref20","article-title":"Federated continual learning with weighted inter-client transfer","author":"Yoon","year":"2021"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2017.2773081"},{"key":"ref22","article-title":"Overcoming forgetting in federated learning on non-iid data","author":"Shoham","year":"2019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11219-x"},{"key":"ref24","article-title":"Tackling dynamics in federated incremental learning with variational embedding rehearsal","author":"Park","year":"2021"},{"key":"ref25","article-title":"Don\u2019t memorize; mimic the past: Federated class incremental learning without episodic memory","author":"Babakniya","year":"2023"},{"key":"ref26","article-title":"Federated reconnaissance: Efficient, distributed, class-incremental learning","author":"Hendryx","year":"2021"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00534"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00424"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19809-0_36"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01146"},{"key":"ref31","article-title":"Fed-cprompt: Contrastive prompt for rehearsal-free federated continual learning","author":"Bagwe","year":"2023"},{"key":"ref32","article-title":"Federated class-incremental learning with prompting","author":"Liu","year":"2023"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3627673.3679794"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3510033"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/483"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3190359"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2025.3605647"}],"event":{"name":"2025 10th International Conference on Machine Learning Technologies (ICMLT)","location":"Helsinki, Finland","start":{"date-parts":[[2025,5,23]]},"end":{"date-parts":[[2025,5,25]]}},"container-title":["2025 10th International Conference on Machine Learning Technologies (ICMLT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11192828\/11192850\/11193246.pdf?arnumber=11193246","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T05:09:02Z","timestamp":1760418542000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11193246\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,23]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/icmlt65785.2025.11193246","relation":{},"subject":[],"published":{"date-parts":[[2025,5,23]]}}}