{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T04:42:32Z","timestamp":1773376952083,"version":"3.50.1"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"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":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11229376","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-9","source":"Crossref","is-referenced-by-count":0,"title":["Fair and Efficient Federated Learning Client Selection via Dynamic Contribution Evaluation"],"prefix":"10.1109","author":[{"given":"Zhengnan","family":"Zhang","sequence":"first","affiliation":[{"name":"Southwest University,School of Computer and Information Science,Chongqing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shmuel","family":"Tyszberowicz","sequence":"additional","affiliation":[{"name":"Afeka Academic College of Engineering,School of Software Engineering,Tel Aviv,Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiming","family":"Liu","sequence":"additional","affiliation":[{"name":"Southwest University,School of Computer and Information Science,Chongqing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"Liu","sequence":"additional","affiliation":[{"name":"Southwest University,School of Computer and Information Science,Chongqing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2022.3184812"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900370"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2021.3079104"},{"key":"ref4","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2017","journal-title":"AISTATS"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149207"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS57875.2023.00027"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3056919"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10095604"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/icassp49357.2023.10095399"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761315"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155494"},{"key":"ref13","article-title":"Diverse client selection for federated learning via submodular maximization","author":"Balakrishnan","year":"2022","journal-title":"Learning Representations"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS53621.2022.00100"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2021.3126828"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148862"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops53468.2022.9814669"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3472456.3473513"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539231"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3040887"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ieeeconf51394.2020.9443523"},{"key":"ref23","article-title":"Towards understanding biased client selection in federated learning","author":"Cho","year":"2022","journal-title":"AISTATS"},{"key":"ref24","first-page":"2530","article-title":"Not all samples are created equal: Deep learning with importance sampling","author":"Katharopoulos","year":"2018","journal-title":"ICML"},{"key":"ref25","first-page":"7276","article-title":"Training deep models faster with robust, approximate importance sampling","author":"Johnson","year":"2018","journal-title":"NeurIPS"},{"key":"ref26","first-page":"19","article-title":"Oort: Efficient federated learning via guided participant selection","author":"Lai","year":"2021","journal-title":"OSDI"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1994.2.3.221"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013689704352"},{"key":"ref29","article-title":"Flower: A friendly federated learning research framework","author":"Beutel","year":"2020"},{"key":"ref30","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1708.07747"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/int.22879"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","location":"Rome, Italy","start":{"date-parts":[[2025,6,30]]},"end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11229376.pdf?arnumber=11229376","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:29:32Z","timestamp":1773347372000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11229376\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11229376","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}