{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T17:07:53Z","timestamp":1775840873291,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","funder":[{"name":"National Natural Science Foundation of China","award":["62403433"],"award-info":[{"award-number":["62403433"]}]},{"name":"National Natural Science Foundation of China","award":["32471860"],"award-info":[{"award-number":["32471860"]}]},{"name":"National Natural Science Foundation of China","award":["62503514"],"award-info":[{"award-number":["62503514"]}]},{"name":"China Postdoctoral Science Foundation","award":["2025M781680"],"award-info":[{"award-number":["2025M781680"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,4,13]]},"DOI":"10.1145\/3774904.3792983","type":"proceedings-article","created":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T21:54:39Z","timestamp":1775771679000},"page":"8984-8994","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Communication-Efficient Federated Learning for Post-Flood Risk Assessment Using UAV Swarms"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-3390-7503","authenticated-orcid":false,"given":"Yongkang","family":"Zhao","sequence":"first","affiliation":[{"name":"College of Mathematics and Computer Science, Zhejiang A&amp;#38;F University, Hangzhou, Zhejiang, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2734-480X","authenticated-orcid":false,"given":"Hailin","family":"Feng","sequence":"additional","affiliation":[{"name":"College of Mathematics and Computer Science, Zhejiang A&amp;#38;F University, Hangzhou, Zhejiang, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2666-7159","authenticated-orcid":false,"given":"Tingting","family":"Wang","sequence":"additional","affiliation":[{"name":"Zhuhai UM Science and Technology Research Institute, Zhuhai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0097-801X","authenticated-orcid":false,"given":"Thippa Reddy","family":"Gadekallu","sequence":"additional","affiliation":[{"name":"College of Mathematics and Computer Science, Zhejiang A&amp;#38;F University, Hangzhou, Zhejiang, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3386-4256","authenticated-orcid":false,"given":"Kai","family":"Fang","sequence":"additional","affiliation":[{"name":"College of Mathematics and Computer Science, Zhejiang A&amp;#38;F University, Hangzhou, Zhejiang, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9325-3677","authenticated-orcid":false,"given":"Wei","family":"Wang","sequence":"additional","affiliation":[{"name":"Engineering Research Centre of Applied Technology on Machine Translation and Artificial Intelligence, Macao Polytechnic University, Macao, China"}]}],"member":"320","published-online":{"date-parts":[[2026,4,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3145010"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2024.03.012"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.01.013"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3088662"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3696410.3714515"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3355853"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.02.139"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2025.107849"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE60146.2024.00170"},{"key":"e_1_3_2_1_10_1","volume-title":"Communication-efficient on-device machine learning: Federated distillation and augmentation under non-iid private data. arXiv preprint arXiv:1811.11479","author":"Jeong Eunjeong","year":"2018","unstructured":"Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, and Seong-Lyun Kim. 2018. Communication-efficient on-device machine learning: Federated distillation and augmentation under non-iid private data. arXiv preprint arXiv:1811.11479 (2018)."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2024.105955"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2024.107533"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2021.112577"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2022.156736"},{"key":"e_1_3_2_1_15_1","first-page":"429","article-title":"Federated optimization in heterogeneous networks","volume":"2","author":"Li Tian","year":"2020","unstructured":"Tian Li, Anit Kumar Sahu, Manzil Zaheer, Maziar Sanjabi, Ameet Talwalkar, and Virginia Smith. 2020. Federated optimization in heterogeneous networks. Proceedings of Machine learning and systems, Vol. 2 (2020), 429-450.","journal-title":"Proceedings of Machine learning and systems"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.112516"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enggeo.2025.108055"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10346-023-02089-5"},{"key":"e_1_3_2_1_19_1","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan Brendan","year":"2017","unstructured":"Brendan McMahan, Eider Moore, Daniel Ramage, Seth Hampson, and Blaise Aguera y Arcas. 2017. Communication-efficient learning of deep networks from decentralized data. In Artificial Intelligence and Statistics. 1273-1282.","journal-title":"Artificial Intelligence and Statistics."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2021.101450"},{"key":"e_1_3_2_1_21_1","volume-title":"FedBABU: Toward Enhanced Representation for Federated Image Classification. In 10th International Conference on Learning Representations, ICLR.","author":"Sangmook Kim JAE HOON OH","year":"2022","unstructured":"JAE HOON OH, Sangmook Kim, and Seyoung Yun. 2022. FedBABU: Toward Enhanced Representation for Federated Image Classification. In 10th International Conference on Learning Representations, ICLR."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-38794-x"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2022.103146"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.13186"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3131614"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3041185"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enggeo.2024.107428"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26330"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jrmge.2024.03.027"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2025.106195"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2023.102028"}],"event":{"name":"WWW '26: The ACM Web Conference 2026","location":"Dubai United Arab Emirates","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the ACM Web Conference 2026"],"original-title":[],"deposited":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T16:23:32Z","timestamp":1775838212000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3774904.3792983"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,12]]},"references-count":31,"alternative-id":["10.1145\/3774904.3792983","10.1145\/3774904"],"URL":"https:\/\/doi.org\/10.1145\/3774904.3792983","relation":{},"subject":[],"published":{"date-parts":[[2026,4,12]]},"assertion":[{"value":"2026-04-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}