{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T16:56:11Z","timestamp":1778345771242,"version":"3.51.4"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"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":["62371082"],"award-info":[{"award-number":["62371082"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangxi Science and Technology Project","award":["AB24010317"],"award-info":[{"award-number":["AB24010317"]}]},{"name":"Science and Technology Project of Chongqing Education Commission","award":["KJZD-K202400606"],"award-info":[{"award-number":["KJZD-K202400606"]}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["CSTB2023NSCQ-MSX0726"],"award-info":[{"award-number":["CSTB2023NSCQ-MSX0726"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["CSTB2023NSCQ-LZX0014"],"award-info":[{"award-number":["CSTB2023NSCQ-LZX0014"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Veh. Technol."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tvt.2025.3586538","type":"journal-article","created":{"date-parts":[[2025,7,7]],"date-time":"2025-07-07T13:49:34Z","timestamp":1751896174000},"page":"19552-19567","source":"Crossref","is-referenced-by-count":3,"title":["Environment-Aware Personalized Heterogeneous Federated Distillation for Dual-Layer Blockchain-Enabled Internet of Vehicles"],"prefix":"10.1109","volume":"74","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4559-9606","authenticated-orcid":false,"given":"Xiaoge","family":"Huang","sequence":"first","affiliation":[{"name":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenjing","family":"Li","sequence":"additional","affiliation":[{"name":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chengchao","family":"Liang","sequence":"additional","affiliation":[{"name":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8839-243X","authenticated-orcid":false,"given":"Bin","family":"Cao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3533-2227","authenticated-orcid":false,"given":"Mu","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3376548"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2022.05.003"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3279983"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3160699"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3407584"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3625558"},{"key":"ref7","first-page":"12878","article-title":"Data-free knowledge distillation for heterogeneous federated learning","volume-title":"Proc. 38th Int. Conf. Mach. Learning.","volume":"139","author":"Zhu","year":"2021"},{"key":"ref8","article-title":"Federated learning with personalization layers","author":"Arivazhagan","year":"2019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3545008.3545073"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20819"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2023.10.004"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2019.2921755"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3148872"},{"key":"ref14","article-title":"Federated learning with non-IID data","author":"Zhao","year":"2018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2024.05.048"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3279273"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3263831"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3234291"},{"key":"ref19","article-title":"Federated learning of a mixture of global and local models","author":"Hanzely","year":"2020"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3015958"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i9.16960"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3175149"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00985"},{"key":"ref24","article-title":"FEDMD: Heterogenous federated learning via model distillation","author":"Li","year":"2019"},{"key":"ref25","first-page":"10092","article-title":"Parameterized knowledge transfer for personalized federated learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Zhang","year":"2021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3605098.3636015"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2023.3272801"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2977383"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3232603"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3105810"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3298196"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3201117"},{"key":"ref33","article-title":"Think locally, act globally: Federated learning with local and global representations","author":"Liang","year":"2020"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-29763-x"},{"key":"ref35","article-title":"Communication-efficient on-device machine learning: Federated distillation and augmentation under non-IID private data","author":"Jeong","year":"2018"},{"key":"ref36","first-page":"38461","article-title":"Preservation of the global knowledge by not-true distillation in federated learning","volume-title":"Proc. Adv. Neural Inf. Proces. Syst.","volume":"35","author":"Lee","year":"2022"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3611781"}],"container-title":["IEEE Transactions on Vehicular Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/25\/11303018\/11072284.pdf?arnumber=11072284","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T18:33:32Z","timestamp":1766082812000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11072284\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":37,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tvt.2025.3586538","relation":{},"ISSN":["0018-9545","1939-9359"],"issn-type":[{"value":"0018-9545","type":"print"},{"value":"1939-9359","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}