{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T14:59:15Z","timestamp":1781621955481,"version":"3.54.5"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"22","license":[{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62372310"],"award-info":[{"award-number":["62372310"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Foundation of Liaoning Educational Committee","award":["JYTMS20230271"],"award-info":[{"award-number":["JYTMS20230271"]}]},{"name":"Foundation of Liaoning Educational Committee","award":["JYTMS20230245"],"award-info":[{"award-number":["JYTMS20230245"]}]},{"name":"Liaoning Province Applied Basic Research Program","award":["2023JH2\/101300194"],"award-info":[{"award-number":["2023JH2\/101300194"]}]},{"name":"Fundamental Research Funds for the Universities of Liaoning Province","award":["LJ232410143032"],"award-info":[{"award-number":["LJ232410143032"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,11,15]]},"DOI":"10.1109\/jiot.2025.3605647","type":"journal-article","created":{"date-parts":[[2025,9,3]],"date-time":"2025-09-03T17:54:40Z","timestamp":1756922080000},"page":"48556-48572","source":"Crossref","is-referenced-by-count":5,"title":["Few-Shot Class-Incremental Learning With Non-IID Decentralized Data"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4279-4841","authenticated-orcid":false,"given":"Cuiwei","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Computer Science, Shenyang Aerospace University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Siang","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Shenyang Aerospace University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2201-6264","authenticated-orcid":false,"given":"Huaijun","family":"Qiu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Shenyang Aerospace University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-6304-0885","authenticated-orcid":false,"given":"Jing","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Shenyang Aerospace University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0537-4522","authenticated-orcid":false,"given":"Zhi","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Computer and Network Engineering, The University of Electro-Communications, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5829-6850","authenticated-orcid":false,"given":"Liang","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Shenyang Aerospace University, Shenyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3367329"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3213473"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3057446"},{"key":"ref7","article-title":"Deep class-incremental learning: A survey","author":"Zhou","year":"2023","journal-title":"arXiv:2302.03648"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01220"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01227"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00884"},{"key":"ref11","article-title":"Neural collapse inspired feature-classifier alignment for few-shot class incremental learning","author":"Yang","year":"2023","journal-title":"arXiv:2302.03004"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2864168"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01258-8_15"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00046"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20053-3_9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00993"},{"key":"ref18","first-page":"1","article-title":"Experience replay for continual learning","volume-title":"Proc. 33rd Adv. Neural Inf. Process. Syst.","author":"Rolnick"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00581"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref21","first-page":"1","article-title":"Gradient episodic memory for continual learning","volume-title":"Proc. 31st Adv. Neural Inf. Process. Syst.","author":"Lopez-Paz"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00303"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19806-9_23"},{"key":"ref24","article-title":"A model or 603 exemplars: Towards memory-efficient class-incremental learning","author":"Zhou","year":"2023","journal-title":"arXiv:2205.13218"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00024"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19809-0_36"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19806-9_25"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19806-9_22"},{"key":"ref30","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist.","author":"McMahan"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3299262"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3262546"},{"key":"ref33","first-page":"12073","article-title":"Federated continual learning with weighted inter-client transfer","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","author":"Yoon"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/303"},{"key":"ref35","article-title":"Federated reconnaissance: Efficient, distributed, class-incremental learning","author":"Hendryx","year":"2021","journal-title":"arXiv:2109.00150"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3214573"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00441"},{"key":"ref38","first-page":"1","article-title":"A data-free approach to mitigate catastrophic forgetting in federated class incremental learning for vision tasks","volume-title":"Proc. 37th Adv. Neural Inf. Process. Syst.","author":"Babakniya"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3434600"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02253"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00874"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00361"},{"key":"ref43","first-page":"1","article-title":"Zero-shot knowledge transfer via adversarial belief matching","volume-title":"Proc. 33rd Adv. Neural Inf. Process. Syst.","author":"Micaelli"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00924"},{"key":"ref45","article-title":"Memory-free generative replay for class-incremental learning","author":"Xin","year":"2021","journal-title":"arXiv:2109.00328"},{"key":"ref46","first-page":"12878","article-title":"Data-free knowledge distillation for heterogeneous federated learning","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","author":"Zhu"},{"key":"ref47","first-page":"21414","article-title":"DENSE: Data-free one-shot federated learning","volume-title":"Proc. 36th Adv. Neural Inf. Process. Syst.","author":"Zhang"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1503.02531"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00041"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref51","first-page":"429","article-title":"Federated optimization in heterogeneous networks","volume-title":"Proc. Mach. Learn. Syst.","author":"Li"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-67661-2_21"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00077"},{"issue":"86","key":"ref54","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11231115\/11150399.pdf?arnumber=11150399","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T18:12:15Z","timestamp":1762539135000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11150399\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,15]]},"references-count":54,"journal-issue":{"issue":"22"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3605647","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,15]]}}}