{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,17]],"date-time":"2026-01-17T08:05:05Z","timestamp":1768637105324,"version":"3.49.0"},"reference-count":35,"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\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2024YFB907500"],"award-info":[{"award-number":["2024YFB907500"]}],"id":[{"id":"10.13039\/501100012166","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.2025.3641513","type":"journal-article","created":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T18:42:14Z","timestamp":1765219334000},"page":"4882-4895","source":"Crossref","is-referenced-by-count":0,"title":["RadioDiff-Flux: Efficient Radio Map Construction via Generative Denoise Diffusion Model Trajectory Midpoint Reuse"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1439-4875","authenticated-orcid":false,"given":"Xiucheng","family":"Wang","sequence":"first","affiliation":[{"name":"State Key Laboratory of ISN and the School of Telecommunications Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-0269-1454","authenticated-orcid":false,"given":"Peilin","family":"Zheng","sequence":"additional","affiliation":[{"name":"State Key Laboratory of ISN and the School of Telecommunications Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-4486-5661","authenticated-orcid":false,"given":"Honggang","family":"Jia","sequence":"additional","affiliation":[{"name":"State Key Laboratory of ISN and the School of Telecommunications Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7907-2071","authenticated-orcid":false,"given":"Nan","family":"Cheng","sequence":"additional","affiliation":[{"name":"State Key Laboratory of ISN and the School of Telecommunications Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4403-9893","authenticated-orcid":false,"given":"Ruijin","family":"Sun","sequence":"additional","affiliation":[{"name":"State Key Laboratory of ISN and the School of Telecommunications Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5727-2432","authenticated-orcid":false,"given":"Conghao","family":"Zhou","sequence":"additional","affiliation":[{"name":"State Key Laboratory of ISN and the School of Telecommunications Engineering, Xidian University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4140-287X","authenticated-orcid":false,"given":"Xuemin","family":"Shen","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2963877"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.011.2200198"},{"key":"ref3","first-page":"1025","article-title":"6G omni-scenario on-demand services provisioning: Vision, technology and prospect","volume":"54","author":"Cheng","year":"2024","journal-title":"Scientia Sinica Informationis"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3212537"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3078502"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2960779"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2906789"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/rs14174377"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3054977"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3364508"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-019-0355-6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2022.1068478"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.2000327"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1972.8850"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/vetecf.2002.1040665"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3278235"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2024.3504489"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-017-01533-0"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1049\/el:20045989"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CNS56114.2022.9947255"},{"key":"ref21","article-title":"RadioDiff-k2: Helmholtz equation informed generative diffusion model for multi-path aware radio map construction","author":"Wang","year":"2025","journal-title":"arXiv:2504.15623"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.01042"},{"key":"ref23","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. NIPS","volume":"33","author":"Ho"},{"key":"ref24","first-page":"1","article-title":"Denoising diffusion implicit models","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Song"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01767"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2025.3590545"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3746027.3758161"},{"key":"ref28","article-title":"RadioDiff-inverse: Diffusion enhanced Bayesian inverse estimation for ISAC radio map construction","author":"Wang","year":"2025","journal-title":"arXiv:2504.14298"},{"key":"ref29","first-page":"1","article-title":"Score-based generative modeling through stochastic differential equations","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Song"},{"key":"ref30","article-title":"Decoupled diffusion models: Simultaneous image to zero and zero to noise","author":"Huang","year":"2023","journal-title":"arXiv:2306.13720"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2919300"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3071210"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10433928"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref35","article-title":"U-shaped vision Mamba for single image dehazing","author":"Zheng","year":"2024","journal-title":"arXiv:2402.04139"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687307\/11304002\/11282987.pdf?arnumber=11282987","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T20:51:13Z","timestamp":1768596673000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11282987\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/tccn.2025.3641513","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}