{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T14:51:39Z","timestamp":1777128699100,"version":"3.51.4"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"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":["62272169"],"award-info":[{"award-number":["62272169"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shanghai Municipal Science and Technology Major Project","award":["2021SHZDZX"],"award-info":[{"award-number":["2021SHZDZX"]}]},{"name":"Shanghai Trusted Industry Internet Software Collaborative Innovation Center"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput."],"published-print":{"date-parts":[[2024,4]]},"DOI":"10.1109\/tc.2023.3327513","type":"journal-article","created":{"date-parts":[[2023,11,3]],"date-time":"2023-11-03T17:55:42Z","timestamp":1699034142000},"page":"1004-1018","source":"Crossref","is-referenced-by-count":8,"title":["User-Distribution-Aware Federated Learning for Efficient Communication and Fast Inference"],"prefix":"10.1109","volume":"73","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9447-0983","authenticated-orcid":false,"given":"Yangguang","family":"Cui","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, East China Normal University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8185-6721","authenticated-orcid":false,"given":"Zhixing","family":"Zhang","sequence":"additional","affiliation":[{"name":"Software Engineering Institute, East China Normal University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2437-8759","authenticated-orcid":false,"given":"Nuo","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, East China Normal University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7223-4215","authenticated-orcid":false,"given":"Liying","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-4911-6824","authenticated-orcid":false,"given":"Chunwei","family":"Chang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, East China Normal University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7421-1711","authenticated-orcid":false,"given":"Tongquan","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, East China Normal University, Shanghai, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2020.2991177"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2020.3014636"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207619"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2015.2470247"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/671"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3008010"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2021.3110743"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2944169"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2970550"},{"key":"ref11","article-title":"Expanding the reach of federated learning by reducing client resource requirements","author":"Caldas","year":"2018"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2019.00099"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737464"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2975897"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3378935"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3048038"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3210008"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-60239-0_19"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00095"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2937876"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS49365.2020.9212853"},{"key":"ref22","article-title":"Federated learning: Strategies for improving communication efficiency","author":"Kone\u010dn\u00fd","year":"2016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944481"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/VCIP.2018.8698609"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904348"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761315"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148862"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3011506"},{"key":"ref29","first-page":"3123","article-title":"BinaryConnect: Training deep neural networks with binary weights during propagations","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Courbariaux","year":"2015"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3316781.3317786"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00716"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2019.8904164"},{"key":"ref33","first-page":"429","article-title":"Federated optimization in heterogeneous networks","volume-title":"Proc. Mach. Learn. Syst.","volume":"2","author":"Li","year":"2020"},{"issue":"1","key":"ref34","first-page":"165","article-title":"Optimal distributed online prediction using mini-batches","volume":"13","author":"Dekel","year":"2012","journal-title":"J. Mach. Learn. Res."},{"key":"ref35","article-title":"SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and $ \\lt $<0.5 MB model size","author":"Iandola","year":"2016"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2016.7900006"},{"key":"ref37","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Krizhevsky","year":"2012"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3037697.3037698"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.226"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2019.2894621"},{"key":"ref41","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"McMahan","year":"2017"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2018.2885044"}],"container-title":["IEEE Transactions on Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/12\/10470450\/10308406.pdf?arnumber=10308406","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T11:21:52Z","timestamp":1711452112000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10308406\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4]]},"references-count":42,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tc.2023.3327513","relation":{},"ISSN":["0018-9340","1557-9956","2326-3814"],"issn-type":[{"value":"0018-9340","type":"print"},{"value":"1557-9956","type":"electronic"},{"value":"2326-3814","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,4]]}}}