{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:28:07Z","timestamp":1772908087102,"version":"3.50.1"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"21","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2033681"],"award-info":[{"award-number":["2033681"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2006630"],"award-info":[{"award-number":["2006630"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2044991"],"award-info":[{"award-number":["2044991"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2319780"],"award-info":[{"award-number":["2319780"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2024,11,1]]},"DOI":"10.1109\/jiot.2024.3443267","type":"journal-article","created":{"date-parts":[[2024,8,14]],"date-time":"2024-08-14T17:40:39Z","timestamp":1723657239000},"page":"34055-34064","source":"Crossref","is-referenced-by-count":15,"title":["Hybrid Federated Learning for Multimodal IoT Systems"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4900-6118","authenticated-orcid":false,"given":"Yuanzhe","family":"Peng","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3030-0843","authenticated-orcid":false,"given":"Yusen","family":"Wu","sequence":"additional","affiliation":[{"name":"Frost Institute for Data Science and Computing, University of Miami, Coral Gables, FL, USA"}]},{"given":"Jieming","family":"Bian","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0515-1647","authenticated-orcid":false,"given":"Jie","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3643040"},{"key":"ref2","first-page":"10944","article-title":"What makes multi-modal learning better than single (provably)","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Huang"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3095077"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IoTDI54339.2022.00011"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.01.063"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3075439"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599825"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3352628"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2022.3198176"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2022.3181612"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10229061"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45855.2022.9839100"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051382"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3543433"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3581791.3596844"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539384"},{"key":"ref18","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":"ref19","first-page":"2089","article-title":"Exploiting shared representations for personalized federated learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Collins"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3072238"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3214303"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015693"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.35"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0103-9"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298801"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2940709"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3340994"},{"key":"ref28","volume-title":"United states median country speeds.","year":"2024"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3103320"},{"key":"ref31","first-page":"689","article-title":"Multimodal deep learning","volume-title":"Proc. 28th Int. Conf. Mach. Learn.","author":"Ngiam"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3046000"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1561\/2200000083"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6488907\/10736362\/10636779-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/10736362\/10636779.pdf?arnumber=10636779","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T02:42:11Z","timestamp":1732675331000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10636779\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,1]]},"references-count":33,"journal-issue":{"issue":"21"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2024.3443267","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11,1]]}}}