{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T15:05:19Z","timestamp":1784041519708,"version":"3.55.0"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100015401","name":"Key Research and Development Projects of Shaanxi Province","doi-asserted-by":"publisher","award":["2024GX-YBXM-019"],"award-info":[{"award-number":["2024GX-YBXM-019"]}],"id":[{"id":"10.13039\/501100015401","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Royal Society International Exchanges Grant","award":["IEC\\NSFC\\181395"],"award-info":[{"award-number":["IEC\\NSFC\\181395"]}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2022YFC3301300"],"award-info":[{"award-number":["2022YFC3301300"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62071352"],"award-info":[{"award-number":["62071352"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62371369"],"award-info":[{"award-number":["62371369"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Postdoctoral Fellowship Program of CPSF","award":["GZC20232058"],"award-info":[{"award-number":["GZC20232058"]}]},{"name":"Postdoctoral Research Program of Shaanxi Province","award":["2023BSHYDZZ100"],"award-info":[{"award-number":["2023BSHYDZZ100"]}]},{"name":"IITP\/NRF"},{"DOI":"10.13039\/501100014188","name":"Ministry of Science and ICT (MSIT), South Korea","doi-asserted-by":"publisher","award":["2021-0-00486"],"award-info":[{"award-number":["2021-0-00486"]}],"id":[{"id":"10.13039\/501100014188","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100014188","name":"Ministry of Science and ICT (MSIT), South Korea","doi-asserted-by":"publisher","award":["2022R1A5A1027646"],"award-info":[{"award-number":["2022R1A5A1027646"]}],"id":[{"id":"10.13039\/501100014188","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Select. Areas Commun."],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1109\/jsac.2024.3431583","type":"journal-article","created":{"date-parts":[[2024,7,31]],"date-time":"2024-07-31T20:49:18Z","timestamp":1722458958000},"page":"3278-3292","source":"Crossref","is-referenced-by-count":19,"title":["A Data and Model-Driven Deep Learning Approach to Robust Downlink Beamforming Optimization"],"prefix":"10.1109","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9431-9391","authenticated-orcid":false,"given":"Kai","family":"Liang","sequence":"first","affiliation":[{"name":"State Key Laboratory of Integrated Service Networks, School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8457-6477","authenticated-orcid":false,"given":"Gan","family":"Zheng","sequence":"additional","affiliation":[{"name":"School of Engineering, University of Warwick, Coventry, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"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&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7521-0078","authenticated-orcid":false,"given":"Kai-Kit","family":"Wong","sequence":"additional","affiliation":[{"name":"Department of Electronic and Electrical Engineering, University College London, London, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9561-3341","authenticated-orcid":false,"given":"Chan-Byoung","family":"Chae","sequence":"additional","affiliation":[{"name":"School of Integrated Technology, Yonsei University, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2007.909273"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.904815"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2010.061410.091269"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2529590"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.911498"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2017004"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2016.2522430"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2009.2036877"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2879049"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2330809"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2231080"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2354312"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.936019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2014.2309732"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3140752"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2900318"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2013.022013.121111"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3042831"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3235617"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3192550"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3085319"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2960361"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2312183"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3111843"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2020.3007198"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3193138"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3033334"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2147784"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3296622"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2023.3336911"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3190435"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2021.3063707"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3251995"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500736"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3249103"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2004.840638"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2008.081016"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3036965"},{"key":"ref40","first-page":"1","article-title":"How powerful are graph neural networks?","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Xu"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3100133"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3089701"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3071480"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2844638"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2385669"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2021.3130084"},{"key":"ref48","first-page":"1139","article-title":"On the importance of initialization and momentum in deep learning","volume-title":"Proc. ICML","volume":"28","author":"Sutskever"},{"key":"ref49","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Kingma"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2011.5876496"},{"key":"ref51","volume-title":"CVX: MATLAB Software for Disciplined Convex Programming, Version 2.0 Beta","author":"Grant","year":"2013"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1561\/0100000069"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.890905"}],"container-title":["IEEE Journal on Selected Areas in Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/49\/10721243\/10616218.pdf?arnumber=10616218","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,11]],"date-time":"2024-12-11T01:38:24Z","timestamp":1733881104000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10616218\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":53,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/jsac.2024.3431583","relation":{},"ISSN":["0733-8716","1558-0008"],"issn-type":[{"value":"0733-8716","type":"print"},{"value":"1558-0008","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11]]}}}