{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T20:01:57Z","timestamp":1781035317390,"version":"3.54.1"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2023YFB2904100"],"award-info":[{"award-number":["2023YFB2904100"]}]},{"name":"Shenzhen Science and Technology Program","award":["CJGJZD20240729142100001"],"award-info":[{"award-number":["CJGJZD20240729142100001"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515012015"],"award-info":[{"award-number":["2024A1515012015"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62271513"],"award-info":[{"award-number":["62271513"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangdong S&T Program","award":["2024B0101010001"],"award-info":[{"award-number":["2024B0101010001"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2025A1515010235"],"award-info":[{"award-number":["2025A1515010235"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Research Foundation, Singapore and Infocomm Media Development Authority through Communications and Connectivity Bridging Funding Initiative"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1109\/tmc.2026.3665406","type":"journal-article","created":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T21:09:23Z","timestamp":1771276163000},"page":"10984-10997","source":"Crossref","is-referenced-by-count":0,"title":["Foundation Model Enhanced Joint Multi-Hop Task Offloading in Dynamic R2X\/V2X-Based Edge Computing Networks"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0061-7321","authenticated-orcid":false,"given":"Mingqi","family":"Han","sequence":"first","affiliation":[{"name":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0621-1469","authenticated-orcid":false,"given":"Xinghua","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3504-9763","authenticated-orcid":false,"given":"Xijun","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Technology, Sun Yat-Sen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3129-7893","authenticated-orcid":false,"given":"Wen","family":"Zhan","sequence":"additional","affiliation":[{"name":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9800-6472","authenticated-orcid":false,"given":"Xiang","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Technology, Sun Yat-Sen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4037-3149","authenticated-orcid":false,"given":"Tony Q. S.","family":"Quek","sequence":"additional","affiliation":[{"name":"Information System Technology and Design Pillar, Singapore University of Technology and Design, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2014.2327587"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2808444"},{"key":"ref3","article-title":"Study on evaluation methodology of new Vehicle-to-Everything (V2X) use cases for LTE and NR (v15.3.0, Release 15)","year":"2024"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2016.2591558"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2022.05.016"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3138219"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.2965929"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2959410"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700320"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/OJITS.2022.3142065"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.2978482"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3143529"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3227081"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3222408"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3349546"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3249745"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3259394"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC57260.2024.10571326"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC61514.2024.10592616"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3574611"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2947490"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3285255"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MetaCom57706.2023.00025"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.3003036"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2024.3417609"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3142566"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2018.02.002"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/322276.322287"},{"key":"ref29","first-page":"25502","article-title":"Why generalization in RL is difficult: Epistemic POMDPs and implicit partial observability","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Ghosh","year":"2021"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3102140"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1810.04805"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.650"},{"key":"ref33","first-page":"22099","article-title":"LLM maybe LongLM: Self-extend LLM context window without tuning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Jin","year":"2024"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3596490"},{"key":"ref35","article-title":"GPT-4 technical report","author":"Achiam","year":"2023"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3641289"},{"key":"ref37","article-title":"Challenges and applications of large language models","author":"Kaddour","year":"2023"},{"key":"ref38","article-title":"Adapting foundation models for information synthesis of wireless communication specifications","author":"Kotaru","year":"2023"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/mcom.001.2400582"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300456"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2400076"},{"key":"ref42","article-title":"LoRA: Low-rank adaptation of large language models.","author":"Hu","year":"2021"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.568"},{"key":"ref44","first-page":"243","article-title":"An alternative softmax operator for reinforcement learning","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","volume":"70","author":"Asadi","year":"2017"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3064225"},{"key":"ref46","article-title":"Soft actor-critic algorithms and applications","author":"Haarnoja","year":"2018"},{"key":"ref47","article-title":"Proximal policy optimization algorithms","author":"Schulman","year":"2017"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7755\/11552380\/11397336.pdf?arnumber=11397336","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T19:55:16Z","timestamp":1781034916000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11397336\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":47,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2026.3665406","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7]]}}}