{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T06:20:58Z","timestamp":1774419658837,"version":"3.50.1"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"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":[[2025,4,6]]},"DOI":"10.1109\/icassp49660.2025.10888891","type":"proceedings-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T17:15:02Z","timestamp":1741799702000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing Federated Knowledge Distillation in Heterogeneous and Non-IID Scenarios"],"prefix":"10.1109","author":[{"given":"Wenjie","family":"Lv","sequence":"first","affiliation":[{"name":"Fudan University,School of Computer Science,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"He","sequence":"additional","affiliation":[{"name":"Fudan University,School of Computer Science,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sen","family":"Liu","sequence":"additional","affiliation":[{"name":"Fudan University,School of Computer Science,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingjun","family":"Ma","sequence":"additional","affiliation":[{"name":"Fudan University,School of Computer Science,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiang","family":"Liu","sequence":"additional","affiliation":[{"name":"New York University,Tandon School of Engineering,New York,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guangnan","family":"Ye","sequence":"additional","affiliation":[{"name":"Fudan University,School of Computer Science,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongfeng","family":"Chai","sequence":"additional","affiliation":[{"name":"Fudan University,School of Computer Science,Shanghai,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2017","journal-title":"Artificial intelligence and statistics"},{"key":"ref2","first-page":"2351","article-title":"Ensemble distillation for robust model fusion in federated learning","volume":"33","author":"Lin","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01057"},{"key":"ref4","first-page":"14068","article-title":"Group knowledge transfer: Federated learning of large cnns at the edge","volume":"33","author":"He","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00993"},{"key":"ref6","article-title":"Distilling the knowledge in a neural network","author":"Hinton","year":"2015"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00983"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00463"},{"key":"ref9","article-title":"Fedmd: Heterogenous federated learning via model distillation","author":"Li","year":"2019"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3611984"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2011.6115851"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2004.830760"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00041"},{"key":"ref14","article-title":"Mixmatch: A holistic approach to semi-supervised learning","volume":"32","author":"Berthelot","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2021.24434"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20903"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3612474"}],"event":{"name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Hyderabad, India","start":{"date-parts":[[2025,4,6]]},"end":{"date-parts":[[2025,4,11]]}},"container-title":["ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10887540\/10887541\/10888891.pdf?arnumber=10888891","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:23:58Z","timestamp":1774416238000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10888891\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,6]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/icassp49660.2025.10888891","relation":{},"subject":[],"published":{"date-parts":[[2025,4,6]]}}}