{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T16:00:06Z","timestamp":1783008006714,"version":"3.54.5"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"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":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10097124","type":"proceedings-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T17:28:30Z","timestamp":1683307710000},"page":"1-5","source":"Crossref","is-referenced-by-count":9,"title":["Online Model Compression for Federated Learning with Large Models"],"prefix":"10.1109","author":[{"given":"Tien-Ju","family":"Yang","sequence":"first","affiliation":[{"name":"Google LLC,Mountain View,CA,U.S.A"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yonghui","family":"Xiao","sequence":"additional","affiliation":[{"name":"Google LLC,Mountain View,CA,U.S.A"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Giovanni","family":"Motta","sequence":"additional","affiliation":[{"name":"Google LLC,Mountain View,CA,U.S.A"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fran\u00e7oise","family":"Beaufays","sequence":"additional","affiliation":[{"name":"Google LLC,Mountain View,CA,U.S.A"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rajiv","family":"Mathews","sequence":"additional","affiliation":[{"name":"Google LLC,Mountain View,CA,U.S.A"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingqing","family":"Chen","sequence":"additional","affiliation":[{"name":"Google LLC,Mountain View,CA,U.S.A"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000083"},{"key":"ref2","author":"Wang","year":"2021","journal-title":"A field guide to federated optimization"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-3015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_32"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00345"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2486001.2486006"},{"key":"ref7","author":"Howard","year":"2017","journal-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref9","article-title":"Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding","volume-title":"International Conference on Learning Representations (ICLR)","author":"Han"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.643"},{"key":"ref11","article-title":"Neural architecture search with reinforcement learning","volume-title":"International Conference on Learning Representations (ICLR)","author":"Zoph"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00243"},{"key":"ref13","author":"Chraibi","year":"2019","journal-title":"Distributed fixed point methods with compressed iterates"},{"key":"ref14","article-title":"Federated learning: Strategies for improving communication efficiency","volume-title":"Advances in Neural Information Processing Systems (NeurIPS) Workshop on Private Multi-Party Machine Learning","author":"Kone\u010dn\u00fd"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2022-10809"},{"key":"ref16","author":"Caldas","year":"2018","journal-title":"Expanding the reach of federated learning by reducing client resource requirements"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746226"},{"key":"ref18","article-title":"Group knowledge transfer: Federated learning of large cnns at the edge","author":"He","year":"2020","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746836"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178964"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ASRU46091.2019.9003913"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2021-654"},{"key":"ref23","author":"Hsieh","year":"2019","journal-title":"The non-iid data quagmire of decentralized machine learning"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413899"},{"key":"ref26","author":"Chen","year":"2016","journal-title":"Training deep nets with sublinear memory cost"},{"key":"ref27","article-title":"Lingvo: a modular and scalable framework for sequence-to-sequence modeling","volume":"abs\/1902.08295","author":"Shen","year":"2019","journal-title":"CoRR"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Rhodes Island, Greece","start":{"date-parts":[[2023,6,4]]},"end":{"date-parts":[[2023,6,10]]}},"container-title":["ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10094559\/10094560\/10097124.pdf?arnumber=10097124","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,29]],"date-time":"2024-02-29T22:56:05Z","timestamp":1709247365000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10097124\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10097124","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}