{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T17:56:29Z","timestamp":1772042189103,"version":"3.50.1"},"reference-count":76,"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\/100007224","name":"National Research Foundation, Singapore, and the Infocomm Media Development Authority under its Future Communications Research and Development Program","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007224","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100014219","name":"National Natural Science Foundation for Distinguished Young Scholars","doi-asserted-by":"publisher","award":["62425103"],"award-info":[{"award-number":["62425103"]}],"id":[{"id":"10.13039\/501100014219","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006190","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2022YFC3301300"],"award-info":[{"award-number":["2022YFC3301300"]}],"id":[{"id":"10.13039\/100006190","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Xplorer Prize"},{"name":"Innovative Research Groups of the National Natural Science Foundation of China","award":["62121001"],"award-info":[{"award-number":["62121001"]}]},{"name":"Discipline Innovation and Talent Introduction Base of Colleges and Universities in Shaanxi Province"},{"name":"Natural Science Basis Research Plan in Shaanxi Province of China","award":["2021JQ-205"],"award-info":[{"award-number":["2021JQ-205"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/twc.2025.3581899","type":"journal-article","created":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T13:40:09Z","timestamp":1751290809000},"page":"148-162","source":"Crossref","is-referenced-by-count":2,"title":["Fast-Adaptive Beamforming for Rate-Splitting Multiple Access-Aided Space-Air-Ground Integrated Networks With Few-Shot Samples"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6727-8336","authenticated-orcid":false,"given":"Shengyu","family":"Zhang","sequence":"first","affiliation":[{"name":"Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7638-1802","authenticated-orcid":false,"given":"Feng","family":"Wang","sequence":"additional","affiliation":[{"name":"Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7695-1505","authenticated-orcid":false,"given":"Huiting","family":"Yang","sequence":"additional","affiliation":[{"name":"Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7419-4042","authenticated-orcid":false,"given":"Jiangbo","family":"Si","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5207-6504","authenticated-orcid":false,"given":"Zan","family":"Li","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4037-3149","authenticated-orcid":false,"given":"Tony Q. S.","family":"Quek","sequence":"additional","affiliation":[{"name":"Singapore University of Technology and Design, Singapore, Singapore"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3131332"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3078433"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2023.3240163"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2019.2899731"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2020.2983309"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3088898"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2022.3155711"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3421523"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2024.3459028"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3450853"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2024.3460049"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.23919\/JCC.fa.2023-0437.202409"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3362384"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/BlackSeaCom58138.2023.10299697"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2023.3332895"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3394214"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3191937"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"5025","DOI":"10.1109\/TSP.2022.3214376","volume":"70","author":"Matthiesen et al","year":"2022","journal-title":"IEEE Trans. Signal Process."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3191085"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3133433"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3098695"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3085343"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3067642"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.3014153"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3002891"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2943168"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/OJVT.2020.3032844"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/OJVT.2020.3031656"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2954518"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2021.3084799"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3240716"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3152382"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS56560.2022.9940330"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3240718"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3395670"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2025.3532040"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3531526"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3242718"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2018.2855935"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.3037596"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051603"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3192980"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3196408"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3468298"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3489219"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3486673"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1186\/s13638-018-1104-7"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.3009951"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.008.2200157"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3180803"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.3045150"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/T-WC.2008.071178"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2012.020912.100726"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2018.2881084"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2913793"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.2952045"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.3016096"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2023.3299354"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2014.011014.130437"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2017.2702580"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2824760"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2024.3391658"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7470942"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2999752"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3000803"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3178171"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2024.3397799"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2988917"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3051306"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2024.3409428"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2003.811182"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1002\/SERIES1345"},{"key":"ref73","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7693\/11298242\/11059375.pdf?arnumber=11059375","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T22:07:50Z","timestamp":1768255670000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11059375\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":76,"URL":"https:\/\/doi.org\/10.1109\/twc.2025.3581899","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}