{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T20:25:25Z","timestamp":1783110325902,"version":"3.54.6"},"reference-count":89,"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\/501100018542","name":"Natural Science Foundation of Sichuan Province","doi-asserted-by":"crossref","award":["2026NSFSC0433"],"award-info":[{"award-number":["2026NSFSC0433"]}],"id":[{"id":"10.13039\/501100018542","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Sichuan Science and Technology Program","award":["2024NSFSC1472"],"award-info":[{"award-number":["2024NSFSC1472"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tnse.2026.3703885","type":"journal-article","created":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T19:48:31Z","timestamp":1781552911000},"page":"10083-10100","source":"Crossref","is-referenced-by-count":0,"title":["SemAugCom: Semantic Augmented Communication for Few-Shot Learning Tasks"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-2262-6580","authenticated-orcid":false,"given":"Jincheng","family":"Peng","sequence":"first","affiliation":[{"name":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6345-7265","authenticated-orcid":false,"given":"Huanlai","family":"Xing","sequence":"additional","affiliation":[{"name":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4338-7252","authenticated-orcid":false,"given":"Lexi","family":"Xu","sequence":"additional","affiliation":[{"name":"Research Institute, China United Network Communications Corporation, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4041-3681","authenticated-orcid":false,"given":"Shouxi","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4070-5289","authenticated-orcid":false,"given":"Laha","family":"Ale","sequence":"additional","affiliation":[{"name":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2915-0964","authenticated-orcid":false,"given":"Zonghai","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9651-111X","authenticated-orcid":false,"given":"Zhiwen","family":"Xiao","sequence":"additional","affiliation":[{"name":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2021.11.003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3221952"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3447087"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3438285"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2025.3555298"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2025.3590323"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2024.3417028"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3221991"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-022-10111-7"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3191326"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2022.3227723"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2025.3636923"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2025.3541078"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2024.3459037"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2026.3666663"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM64451.2025.11310730"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM64451.2025.11310481"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2024.3496714"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2025.3626331"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2024.3401159"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2025.3646700"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3647412"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICICML60161.2023.10424735"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3480523"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2024.3507096"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/INCET61516.2024.10593615"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00048"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084733"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3590749"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3531413"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2025.3579558"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2025.3585683"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3623159"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3623199"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3519325"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2025.3562356"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2400546"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2025.3526839"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3534995"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3443193"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3569320"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3559120"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3574468"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3543167"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2025.3552255"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICUS58632.2023.10318276"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2022-Fall57202.2022.10012809"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/WACV61041.2025.00623"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2024.3398069"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2025.3548465"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS53475.2024.10642203"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICAACE65325.2025.11020401"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC66258.2025.11280177"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP55913.2025.11084713"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2025.3528442"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2024.3358755"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2025.3572762"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3415048"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3594686"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2025.3587291"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2024.3476339"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2025.3623673"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2025.3585199"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3492328"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ICPADS60453.2023.00084"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP42928.2021.9506654"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ISNIB57382.2022.10076253"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/PRAI62207.2024.10827066"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ICCC54389.2021.9674718"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICSP51882.2021.9408747"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2021.3118635"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3234095"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICITCOM62788.2024.10762043"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2025.3547074"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3450124"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3491170"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2025.3622600"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2025.3601350"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3282258"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2023.3274177"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2025.3597530"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2025.3536934"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2024.3475350"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2025.3573899"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01220"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2025.3567751"},{"key":"ref87","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref88","first-page":"3630","article-title":"Matching networks for one shot learning","volume":"29","author":"Vinyals","year":"2016","journal-title":"Adv. Neural Inform. Process. Syst."},{"key":"ref89","article-title":"The Caltech-UCSD Birds-200-2011 Dataset","author":"Wah","year":"2011"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488902\/11264281\/11563885.pdf?arnumber=11563885","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T19:54:12Z","timestamp":1783108452000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11563885\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":89,"URL":"https:\/\/doi.org\/10.1109\/tnse.2026.3703885","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"value":"2327-4697","type":"electronic"},{"value":"2334-329X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}