{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T15:52:06Z","timestamp":1778860326655,"version":"3.51.4"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Open J. Comput. Soc."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/ojcs.2025.3583271","type":"journal-article","created":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T14:26:29Z","timestamp":1750861589000},"page":"1027-1040","source":"Crossref","is-referenced-by-count":1,"title":["Graph Split Federated Learning for Distributed Large-Scale AIoT in Smart Cities"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8652-7913","authenticated-orcid":false,"given":"Hanyue","family":"Xu","sequence":"first","affiliation":[{"name":"Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8071-9044","authenticated-orcid":false,"given":"Kah Phooi","family":"Seng","sequence":"additional","affiliation":[{"name":"UNITAR International University, Malaysia &amp; University of Sunshine Coast, Sippy Downs, QLD, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2402-7529","authenticated-orcid":false,"given":"Li-Minn","family":"Ang","sequence":"additional","affiliation":[{"name":"University of the Sunshine Coast, Petrie, QLD, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0707-8076","authenticated-orcid":false,"given":"Wei","family":"Wang","sequence":"additional","affiliation":[{"name":"Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeremy","family":"Smith","sequence":"additional","affiliation":[{"name":"University of Liverpool, Liverpool, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2021.3095506"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2022.3175945"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tvt.2022.3232603"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2021.3090430"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/tpds.2021.3098467"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/jsyst.2022.3230425"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3294812"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/access.2022.3169502"},{"key":"ref9","article-title":"LSTMSPLIT: Effective SPLIT learning based LSTM on sequential time-series data","author":"Jiang","year":"2022"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/jsac.2023.3242704"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/vtc2023-fall60731.2023.10333827"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2024.3359040"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20825"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/jsac.2023.3310103"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/tce.2024.3360994"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s11265-022-01781-4"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-30714-9"},{"key":"ref18","first-page":"18839","article-title":"Federated graph classification over non-IID graphs","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Xie","year":"2024"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3576842.3582328"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3422211"},{"key":"ref21","article-title":"FedGraphNN: A federated learning system and benchmark for graph neural networks","author":"He","year":"2021"},{"key":"ref22","article-title":"Towards deepening graph Neural networks: A GNTK-based optimization perspective","author":"Huang","year":"2022"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110175"},{"key":"ref24","article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kipf","year":"2022"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1606.09375"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/globecom46510.2021.9685493"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.108661"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2019.2915525"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.10.011"},{"key":"ref30","article-title":"Spectral networks and locally connected networks on graphs","author":"Bruna","year":"2014"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2024.128166"},{"key":"ref32","article-title":"FedGraphNN: A federated learning system and benchmark for graph neural networks","author":"He","year":"2021"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-30714-9"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/tsipn.2023.3325963"},{"key":"ref35","article-title":"iTIC open data archives","year":"2024"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.tbs.2018.09.002"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2013.11.018"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.08.055"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3614969"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/su8111100"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-52181-6"},{"key":"ref42","first-page":"18839","article-title":"Federated graph classification over non-IID graphs","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Xie","year":"2025"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/tc.2021.3135752"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1023\/a:1009953814988"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/276675.276685"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v29i3.2157"}],"container-title":["IEEE Open Journal of the Computer Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8782664\/10834807\/11050992.pdf?arnumber=11050992","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T05:57:43Z","timestamp":1752559063000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11050992\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/ojcs.2025.3583271","relation":{},"ISSN":["2644-1268"],"issn-type":[{"value":"2644-1268","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}