{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T15:47:06Z","timestamp":1784303226935,"version":"3.55.0"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":"crossref","award":["62402029"],"award-info":[{"award-number":["62402029"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["62172003"],"award-info":[{"award-number":["62172003"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"National Research Foundation, Singapore and Infocomm Media Development Authority under its Future Communications Research & Development Programme","award":["FCP-NTU-RG-2022-010"],"award-info":[{"award-number":["FCP-NTU-RG-2022-010"]}]},{"name":"National Research Foundation, Singapore and Infocomm Media Development Authority under its Future Communications Research & Development Programme","award":["FCP-ASTAR-TG-2022-003"],"award-info":[{"award-number":["FCP-ASTAR-TG-2022-003"]}]},{"name":"Singapore Ministry of Education(MOE) Tier 1","award":["RG87\/22"],"award-info":[{"award-number":["RG87\/22"]}]},{"name":"Singapore Ministry of Education(MOE) Tier 1","award":["RG24\/24"],"award-info":[{"award-number":["RG24\/24"]}]},{"name":"NTu Centre for Computational Technologies in finance (NTUCCTF), and the RIE2025 Industry Alignment Fund - Industry Collaboration projects","award":["12301E0026"],"award-info":[{"award-number":["12301E0026"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tccn.2025.3569555","type":"journal-article","created":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T13:48:05Z","timestamp":1747144085000},"page":"820-835","source":"Crossref","is-referenced-by-count":5,"title":["Personalized Model Partitioning and Aggregation for Federated Human Activity Recognition"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1324-3960","authenticated-orcid":false,"given":"Weidong","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Anhui University of Technology, Ma’anshan, Anhui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7912-8757","authenticated-orcid":false,"given":"Xuangou","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Anhui University of Technology, Ma’anshan, Anhui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3366-7640","authenticated-orcid":false,"given":"Tao","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Cyberspace Science and Technology, Beijing Jiaotong University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiujun","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Anhui University of Technology, Ma’anshan, Anhui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1252-8761","authenticated-orcid":false,"given":"Jiacheng","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6859-3645","authenticated-orcid":false,"given":"Ruichen","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tong","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8218-3490","authenticated-orcid":false,"given":"Jiawen","family":"Kang","sequence":"additional","affiliation":[{"name":"School of Automation, Guangdong University of Technology, Guangzhou, Guangdong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7442-7416","authenticated-orcid":false,"given":"Dusit","family":"Niyato","sequence":"additional","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS57875.2023.00051"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3309633"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3136853"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3275438"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom53586.2022.9762352"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3310072"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3190556"},{"key":"ref8","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist.","volume":"54","author":"McMahan"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3232565"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3322819"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3432871"},{"key":"ref12","article-title":"Federated learning with non-IID data","author":"Zhao","year":"2018","journal-title":"arXiv:1806.00582"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3376697"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02155"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2024.3484228"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3594779"},{"key":"ref17","first-page":"1","article-title":"Personalized federated learning with first order model optimization","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Zhang"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00985"},{"key":"ref19","article-title":"Federated learning with personalization layers","author":"Arivazhagan","year":"2019","journal-title":"arXiv:1912.00818"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN55064.2022.9892585"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3446271"},{"key":"ref22","first-page":"1","article-title":"Personalized federated learning with feature alignment and classifier collaboration","volume-title":"Proc. 11th Int. Conf. Learn. Represent.","author":"Xu"},{"key":"ref23","first-page":"2089","article-title":"Exploiting shared representations for personalized federated learning","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","volume":"139","author":"Collins"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10229027"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2022-720"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3485730.3485946"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3392212"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3554980"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3183112"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2019.2938245"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3105387"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3009561"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26330"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3580795"},{"key":"ref35","first-page":"429","article-title":"Federated optimization in heterogeneous networks","volume-title":"Proc. Mach. Learn. Syst.","volume":"2","author":"Li"},{"key":"ref36","first-page":"1","article-title":"Hogwild!: A lock-free approach to parallelizing stochastic gradient descent","volume-title":"Proc. Neural Inf. Process. Syst.","volume":"24","author":"Recht"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i7.26023"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015693"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488877"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1700082"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.patter.2023.100703"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687307\/11304002\/11003074.pdf?arnumber=11003074","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T06:59:35Z","timestamp":1766127575000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11003074\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/tccn.2025.3569555","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}