{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T21:04:39Z","timestamp":1784149479525,"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":"publisher","award":["62501071"],"award-info":[{"award-number":["62501071"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Project of Beijing Natural Science Foundation Changping","award":["L254013"],"award-info":[{"award-number":["L254013"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["GZC20252311"],"award-info":[{"award-number":["GZC20252311"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2025M773506"],"award-info":[{"award-number":["2025M773506"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tccn.2026.3706093","type":"journal-article","created":{"date-parts":[[2026,6,22]],"date-time":"2026-06-22T19:57:51Z","timestamp":1782158271000},"page":"9820-9835","source":"Crossref","is-referenced-by-count":0,"title":["Agentic AI for Network Coverage Optimization via Reasoning-Enhanced RAG-Based Large and Small AI Model Collaboration"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-5712-3126","authenticated-orcid":false,"given":"Shiyi","family":"Gu","sequence":"first","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3494-5590","authenticated-orcid":false,"given":"Lei","family":"Feng","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiaqi","family":"Yu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7125-4348","authenticated-orcid":false,"given":"Zhixiang","family":"Yang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3852-1007","authenticated-orcid":false,"given":"Wenjing","family":"Li","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-7483-9115","authenticated-orcid":false,"given":"Lijie","family":"Zhou","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT58233.2024.10540843"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2024.3405002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2025.3643996"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3053464"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900491"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/icc51166.2024.10622990"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/icc45041.2023.10279804"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2026.3667288"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2026.3651702"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2026.3654380"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.54517\/cte3170"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2024.3459037"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300364"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.23919\/JCIN.2024.10582827"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2500415"},{"key":"ref16","article-title":"Sparks of artificial general intelligence: Early experiments with GPT-4","author":"Bubeck","year":"2023","journal-title":"arXiv:2303.12712"},{"key":"ref17","article-title":"Embodied intelligent wireless (EIW): Synesthesia of machines empowered wireless communications","author":"Cheng","year":"2025","journal-title":"arXiv:2511.22845"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2021.3135437"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3262401"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414155"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3464639"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3465447"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2026.3655801"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2025.3529082"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2025.3548615"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC61545.2025.10978505"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3522130"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3415661"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.008.2200157"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2024.3435752"},{"key":"ref31","volume-title":"Nr; Nr and Ng-ran Overall Description; Stage-2","year":"2026"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2024.3511952"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2933973"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2500309"},{"key":"ref35","article-title":"Efficient and stable reinforcement learning for diffusion language models","author":"Liu","year":"2026","journal-title":"arXiv:2602.08905"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-emnlp.77"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3585163"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3153175"},{"key":"ref39","article-title":"A systematic evaluation of on-device LLMs: Quantization, performance, and resources","author":"Song","year":"2025","journal-title":"arXiv:2505.15030"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3335210"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i16.29728"},{"key":"ref42","article-title":"Q-probe: A lightweight approach to reward maximization for language models","author":"Li","year":"2024","journal-title":"arXiv:2402.14688"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687307\/11304002\/11574678.pdf?arnumber=11574678","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T20:06:50Z","timestamp":1784146010000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11574678\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/tccn.2026.3706093","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}