{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T19:58:44Z","timestamp":1769543924869,"version":"3.49.0"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2026,2,1]]},"DOI":"10.1109\/jiot.2025.3641184","type":"journal-article","created":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T18:41:57Z","timestamp":1765219317000},"page":"5097-5112","source":"Crossref","is-referenced-by-count":0,"title":["Toward Reliable Multimodal Beam Prediction in mmWave Communications via Probabilistic Embedding and Uncertainty-Aware"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6263-0679","authenticated-orcid":false,"given":"Zhiwen","family":"Deng","sequence":"first","affiliation":[{"name":"Qianyuan Laboratory, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4024-8509","authenticated-orcid":false,"given":"Mengfan","family":"Xue","sequence":"additional","affiliation":[{"name":"Qianyuan Laboratory, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuai","family":"Xiong","sequence":"additional","affiliation":[{"name":"Qianyuan Laboratory, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9860-2901","authenticated-orcid":false,"given":"Chunbo","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4576-5934","authenticated-orcid":false,"given":"Yang","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.009.2300501"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2024.3397609"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3432871"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3536557"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3157880"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3371453"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2009.091009"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3019523"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2885041"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2933967"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3037552"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3098683"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2022.3193120"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2899571"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3219409"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2020-Spring48590.2020.9129369"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC51071.2022.9771564"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45041.2023.10278998"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2798607"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3617833"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3275156"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02592"},{"issue":"DB1","key":"ref23","first-page":"1","article-title":"MultiBench: Multiscale benchmarks for multimodal representation learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"2021","author":"Liang"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3649447"},{"key":"ref25","first-page":"14200","article-title":"Attention bottlenecks for multimodal fusion","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst. (NIPS)","author":"Nagrani"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00256"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3191326"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ITA.2018.8503086"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2020-Spring48590.2020.9128579"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.002.2200028"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796865"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.006.2200730"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC51071.2022.9771835"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.52953\/JWRA8095"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3308093"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2024.3405859"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3401686"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2025.3548021"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/tccn.2025.3558026"},{"key":"ref40","first-page":"4835","article-title":"Deep multimodal fusion by channel exchanging","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Wang"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1312.6114"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref43","first-page":"1530","article-title":"Variational inference with normalizing flows","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Rezende"},{"key":"ref44","first-page":"1","article-title":"Beta-VAE: Learning basic visual concepts with a constrained variational framework","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Higgins"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW60793.2023.00483"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00501"},{"key":"ref47","first-page":"1","article-title":"Deep variational information bottleneck","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Alemi"},{"key":"ref48","first-page":"6309","article-title":"Neural discrete representation learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Oord"},{"key":"ref49","first-page":"18661","article-title":"Supervised contrastive learning","volume-title":"Proc. NIPS","author":"Khosla"},{"key":"ref50","author":"Jung","year":"2019","journal-title":"Imgaug Documentation"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2019.8814205"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2024-Spring62846.2024.10683225"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3475950"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11671"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11945"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72946-1_3"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref58","first-page":"1","article-title":"Test-time data augmentation for estimation of heteroscedastic aleatoric uncertainty in deep neural networks","author":"Ayhan","year":"2018","journal-title":"Proc. Med. Imag. Deep Learn. (MIDL)"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11363065\/11282996.pdf?arnumber=11282996","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T06:02:19Z","timestamp":1769493739000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11282996\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,1]]},"references-count":59,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3641184","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2,1]]}}}