{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T21:05:06Z","timestamp":1780434306422,"version":"3.54.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Natural Key Research and Development Project of Zhejiang Province","award":["2026LDC01028"],"award-info":[{"award-number":["2026LDC01028"]}]},{"name":"Suzhou Innovation and Entrepreneurship Leading Talents Programme","award":["ZXL2025310"],"award-info":[{"award-number":["ZXL2025310"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276258"],"award-info":[{"award-number":["62276258"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"XJTLU Funding","award":["REF-22-01-002"],"award-info":[{"award-number":["REF-22-01-002"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Affective Comput."],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1109\/taffc.2026.3654065","type":"journal-article","created":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T20:50:21Z","timestamp":1768510221000},"page":"1806-1822","source":"Crossref","is-referenced-by-count":0,"title":["EmoSENSE: Modeling Sentiment-Semantic Knowledge With Hierarchical Reinforcement Learning for Emotional Image Generation"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8744-6939","authenticated-orcid":false,"given":"Junyi","family":"Guo","sequence":"first","affiliation":[{"name":"School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-3744-031X","authenticated-orcid":false,"given":"Hongjun","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0918-4606","authenticated-orcid":false,"given":"Qiufeng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9356-0610","authenticated-orcid":false,"given":"Yaran","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8686-9513","authenticated-orcid":false,"given":"Guangliang","family":"Cheng","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering, Electronics and Computer Science, University of Liverpool, Liverpool, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9618-8965","authenticated-orcid":false,"given":"Fangyu","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0199-7386","authenticated-orcid":false,"given":"Eng Gee","family":"Lim","sequence":"additional","affiliation":[{"name":"School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-psych-020821-010855"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-psych-010213-115043"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.03.009"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/taffc.2024.3470555"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2021.3094362"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11002-021-09609-0"},{"key":"ref7","article-title":"A survey on personalized affective computing in human-machine interaction","author":"Li","year":"2023"},{"key":"ref8","article-title":"Flux","year":"2024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.00608"},{"key":"ref10","first-page":"15218","article-title":"EmotiCrafter: Text-to-emotional-image generation based on valence-arousal model","volume-title":"Proc. IEEE\/CVF Int. Conf. Comput. Vis.","author":"He","year":"2025"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/taffc.2024.3406726"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/msp.2006.1621452"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105245"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111429"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01241"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.01042"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/iccv51070.2023.01864"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02299"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/bf02686918"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/tcsvt.2017.2719043"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/taffc.2017.2695999"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69538-5_35"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.2977697"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11325"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111173"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/taffc.2021.3073809"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i5.28313"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72658-3_23"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.02486"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.52202\/068431-2643"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02171"},{"key":"ref32","first-page":"2023","article-title":"Reinforcement learning for fine-tuning text-to-image diffusion models","volume-title":"Proc. 37th Conf. Neural Inf. Process. Syst.","author":"Fan"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73036-8_1"},{"key":"ref34","first-page":"99171","article-title":"HERO: Human-feedback efficient reinforcement learning for online diffusion model finetuning","volume-title":"Proc. 13th Int. Conf. Learn. Representations","author":"Hiranaka"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.222"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2923"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.02514"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72920-1_26"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2019.2916866"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-015-3119-y"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.123723"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/2.53"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1002\/wics.82"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/38.946629"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvp.2016.05.007"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s00426-017-0880-8"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.5555\/3294996.3295163"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.01099"},{"key":"ref49","first-page":"13212","article-title":"PTaRL: Prototype-based tabular representation learning via space calibration","volume-title":"Proc. 12th Int. Conf. Learn. Representations","author":"Ye","year":"2024"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2021.3087098"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/icassp49660.2025.10889974"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657878"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60801-3_27"},{"key":"ref54","article-title":"The LLaMA 3 herd of models","author":"Dubey","year":"2024"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.595"},{"key":"ref56","first-page":"6629","article-title":"GANs trained by a two time-scale update rule converge to a local nash equilibrium","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Heusel","year":"2017"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2018.00068"}],"container-title":["IEEE Transactions on Affective Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5165369\/11540045\/11352955.pdf?arnumber=11352955","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T20:07:18Z","timestamp":1780430838000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11352955\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":57,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/taffc.2026.3654065","relation":{},"ISSN":["1949-3045","2371-9850"],"issn-type":[{"value":"1949-3045","type":"electronic"},{"value":"2371-9850","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4]]}}}