{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T09:37:54Z","timestamp":1773999474970,"version":"3.50.1"},"reference-count":16,"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"}],"funder":[{"DOI":"10.13039\/501100018537","name":"National Science and Technology Major Project","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100018537","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100020487","name":"Nature","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100020487","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/globecom59602.2025.11432516","type":"proceedings-article","created":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T20:04:01Z","timestamp":1773950641000},"page":"5030-5035","source":"Crossref","is-referenced-by-count":0,"title":["Latency-Minimal Decentralized LAM Training with Looped Transformers in Heterogeneous LEO Satellite Constellations"],"prefix":"10.1109","author":[{"given":"He","family":"Xian","sequence":"first","affiliation":[{"name":"East China Normal University,MoE Engineering Research Center of Software\/Hardware Co-Design Technology and Application; Shanghai Key Laboratory of Trustworthy Computing,China"}]},{"given":"Zixin","family":"Wang","sequence":"additional","affiliation":[{"name":"Hong Kong University of Science and Technology,Department of Electronic and Computer Engineering,Hong Kong"}]},{"given":"Honggang","family":"Yuan","sequence":"additional","affiliation":[{"name":"East China Normal University,MoE Engineering Research Center of Software\/Hardware Co-Design Technology and Application; Shanghai Key Laboratory of Trustworthy Computing,China"}]},{"given":"Ting","family":"Wang","sequence":"additional","affiliation":[{"name":"East China Normal University,MoE Engineering Research Center of Software\/Hardware Co-Design Technology and Application; Shanghai Key Laboratory of Trustworthy Computing,China"}]},{"given":"Yuanming","family":"Shi","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.002.2200468"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000493"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3228611"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2021.3063706"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000567"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/mwc.005.2400019"},{"key":"ref7","first-page":"25464","article-title":"Decentralized training of foundation models in heterogeneous environments","volume":"35","author":"Yuan","year":"2022","journal-title":"Adv. Neural Inf. Process. Syst. (NeurIPS)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3304988"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3427377"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3015958"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv.1811.06965"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3050335"},{"key":"ref13","article-title":"Understanding parameter sharing in transformers","author":"Lin","year":"2023"},{"key":"ref14","article-title":"Looped transformers are better at learning learning algorithms","author":"Yang","year":"2023"},{"key":"ref15","first-page":"11398","article-title":"Looped transformers as programmable computers","volume-title":"International Conference on Machine Learning","author":"Giannou"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2019.2918242"}],"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\/11432516.pdf?arnumber=11432516","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T06:06:54Z","timestamp":1773986814000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11432516\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/globecom59602.2025.11432516","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}