{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T09:20:44Z","timestamp":1773998444742,"version":"3.50.1"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"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":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/globecom59602.2025.11432568","type":"proceedings-article","created":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T20:04:01Z","timestamp":1773950641000},"page":"1384-1389","source":"Crossref","is-referenced-by-count":0,"title":["CSI-ALM: Enhancing Channel State Information Prediction with Semantically Aligned Large Language Models"],"prefix":"10.1109","author":[{"given":"Zhaoyang","family":"Li","sequence":"first","affiliation":[{"name":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qianqian","family":"Yang","sequence":"additional","affiliation":[{"name":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiguo","family":"Shi","sequence":"additional","affiliation":[{"name":"Zhejiang University,College of Information Science and Electronic Engineering,Hangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zehui","family":"Xiong","sequence":"additional","affiliation":[{"name":"Singapore University of Technology and Design"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tony Q. S.","family":"Quek","sequence":"additional","affiliation":[{"name":"Singapore University of Technology and Design"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS.2012.6328480"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2831628"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2016.2530796"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.1500047WC"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2502550"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3005473"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2005.1578065"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3078503"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2960361"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2937588"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2020.2982513"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3262951"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3191334"},{"key":"ref14","article-title":"Llama 2: Open foundation and fine-tuned chat models","author":"Touvron","year":"2023"},{"key":"ref15","first-page":"1","article-title":"Language models are few-shot learners","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","author":"Brown"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.009.2300501"},{"key":"ref17","article-title":"Large-Scale AI in telecom: Charting the roadmap for innovation, scalability, and enhanced digital experiences","author":"Shahid","year":"2025"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.23919\/JCIN.2024.10582829"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/wcnc61545.2025.10978424"},{"key":"ref20","article-title":"LoRA: low-rank adaptation of large language models","author":"Hu","year":"2021"}],"event":{"name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","location":"Taipei, Taiwan","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,12]]}},"container-title":["GLOBECOM 2025 - 2025 IEEE Global Communications Conference"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11431620\/11431622\/11432568.pdf?arnumber=11432568","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T05:40:14Z","timestamp":1773985214000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11432568\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/globecom59602.2025.11432568","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}