{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T08:11:12Z","timestamp":1769760672170,"version":"3.49.0"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"19","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"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":["62071393"],"award-info":[{"award-number":["62071393"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Research Foundation, Singapore, and Infocomm Media Development Authority under its Future Communications Research and Development Programme","award":["FCP-NTU-RG-2022-010"],"award-info":[{"award-number":["FCP-NTU-RG-2022-010"]}]},{"name":"National Research Foundation, Singapore, and Infocomm Media Development Authority under its Future Communications Research and Development Programme","award":["FCP-ASTAR-TG-2022-003"],"award-info":[{"award-number":["FCP-ASTAR-TG-2022-003"]}]},{"name":"Singapore Ministry of Education (MOE) Tier 1","award":["RG87\/22"],"award-info":[{"award-number":["RG87\/22"]}]},{"name":"Singapore Ministry of Education (MOE) Tier 1","award":["RG24\/24"],"award-info":[{"award-number":["RG24\/24"]}]},{"name":"NTU Centre for Computational Technologies in Finance"},{"name":"RIE2025 Industry Alignment Fund\u2014Industry Collaboration Projects"},{"DOI":"10.13039\/501100001348","name":"Agency for Science, Technology and Research","doi-asserted-by":"publisher","award":["I2301E0026"],"award-info":[{"award-number":["I2301E0026"]}],"id":[{"id":"10.13039\/501100001348","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Alibaba Group"},{"DOI":"10.13039\/501100001809","name":"NTU Singapore through Alibaba-NTU Global e-Sustainability CorpLab","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,10,1]]},"DOI":"10.1109\/jiot.2025.3588667","type":"journal-article","created":{"date-parts":[[2025,7,14]],"date-time":"2025-07-14T17:44:04Z","timestamp":1752515044000},"page":"40115-40129","source":"Crossref","is-referenced-by-count":4,"title":["DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Resource Allocation"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7302-5864","authenticated-orcid":false,"given":"Junjie","family":"Wu","sequence":"first","affiliation":[{"name":"Key Laboratory of Info Coding and Transmission, Southwest Jiaotong University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7695-3962","authenticated-orcid":false,"given":"Xuming","family":"Fang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Info Coding and Transmission, Southwest Jiaotong University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7442-7416","authenticated-orcid":false,"given":"Dusit","family":"Niyato","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1252-8761","authenticated-orcid":false,"given":"Jiacheng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingyu","family":"Wang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Info Coding and Transmission, Southwest Jiaotong University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3390212"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3382170"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3248841"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.131.2200442"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3266817"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3298888"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3073570"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3290748"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3415118"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3400821"},{"key":"ref11","article-title":"Collaborative optimization of wireless communication and computing resource allocation based on multi-agent federated weighting deep reinforcement learning","author":"Wu","year":"2024","journal-title":"arXiv:2404.01638"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3143251"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3316139"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2025.3570202"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.013.2300485"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2024.3414628"},{"key":"ref17","article-title":"Generative AI-aided optimization for AI-generated content (AIGC) services in edge networks","author":"Du","year":"2023","journal-title":"arXiv:2303.13052"},{"key":"ref18","article-title":"Generative diffusion model (GDM) for optimization of Wi-Fi networks","author":"Liu","year":"2024","journal-title":"arXiv:2404.15684"},{"key":"ref19","article-title":"Beyond deep reinforcement learning: A tutorial on generative diffusion models in network optimization","author":"Du","year":"2023","journal-title":"arXiv:2308.05384v1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2023.3321538"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/2717\/1\/012012"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3070843"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3274145"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2936025"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3251342"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3383209"},{"key":"ref27","first-page":"1","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. 34th Int. Conf. Neural Inf. Process. Syst.","author":"Ho"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2023.3287987"},{"key":"ref30","first-page":"2052","article-title":"Off-policy deep reinforcement learning without exploration","volume-title":"Proc. 36th Int. Conf. Mach. Learn.","volume":"97","author":"Fujimoto"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3325905"},{"key":"ref32","article-title":"Large language model (LLM)-enabled in-context learning for wireless network optimization: A case study of power control","author":"Zhou","year":"2024","journal-title":"arXiv:2408.00214"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11177626\/11079641.pdf?arnumber=11079641","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T14:29:13Z","timestamp":1759242553000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11079641\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,1]]},"references-count":32,"journal-issue":{"issue":"19"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3588667","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,1]]}}}