{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,27]],"date-time":"2025-07-27T07:17:14Z","timestamp":1753600634447,"version":"3.28.0"},"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\/icassp49357.2023.10094822","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":1,"title":["Fine-Grained Private Knowledge Distillation"],"prefix":"10.1109","author":[{"given":"Yuntong","family":"Li","sequence":"first","affiliation":[{"name":"Institute of Artificial Intelligence and Blockchain,Guangzhou University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaowei","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence and Blockchain,Guangzhou University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yingying","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence and Blockchain,Guangzhou University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin","family":"Li","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence and Blockchain,Guangzhou University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuqiu","family":"Qian","sequence":"additional","affiliation":[{"name":"Tencent Games,Interactive Entertainment Group"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bangzhou","family":"Xin","sequence":"additional","affiliation":[{"name":"Institute of Advanced Research,University of Science and Technology of China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Yang","sequence":"additional","affiliation":[{"name":"Institute of Advanced Research,University of Science and Technology of China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01187"},{"key":"ref12","article-title":"Local privacy and statistical minimax rates","author":"duchi","year":"2013","journal-title":"FOCS"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/510"},{"article-title":"Voting-based approaches for differentially private federated learning","year":"2020","author":"zhu","key":"ref14"},{"article-title":"Federated model distillation with noise-free differential privacy","year":"2020","author":"sun","key":"ref11"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33011190"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2988575"},{"article-title":"Federated learning: Strategies for improving communication efficiency","year":"2016","author":"kone?n?","key":"ref1"},{"article-title":"An ensemble of simple convolutional neural network models for mnist digit recognition","year":"2020","author":"an","key":"ref17"},{"key":"ref16","article-title":"Learning multiple layers of features from tiny images","author":"krizhevsky","year":"2009","journal-title":"Technical Report"},{"key":"ref19","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":"ref18","article-title":"Deep transformation-invariant clustering","author":"monnier","year":"2020","journal-title":"NeurIPS"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref23","article-title":"A simple framework for contrastive learning of visual representations","author":"chen","year":"2020","journal-title":"ICML"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CSF.2017.11"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58607-2_16"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref21","article-title":"k-means++: The advantages of careful seeding","author":"arthur","year":"2006","journal-title":"Stanford Technical Report"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401259"},{"article-title":"Distilling the knowledge in a neural network","year":"2015","author":"hinton","key":"ref7"},{"key":"ref9","article-title":"Data-free knowledge distillation for heterogeneous federated learning","author":"zhu","year":"2021","journal-title":"ICML"},{"key":"ref4","article-title":"Differential privacy","author":"dwork","year":"2006","journal-title":"ICALP"},{"key":"ref3","article-title":"Scalable differential privacy with sparse network fine-tuning","author":"luo","year":"2021","journal-title":"CVPR"},{"key":"ref6","article-title":"Scalable private learning with pate","author":"papernot","year":"2018","journal-title":"ICLRE"},{"article-title":"Semi-supervised knowledge transfer for deep learning from private training data","year":"2016","author":"papernot","key":"ref5"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2023,6,4]]},"location":"Rhodes Island, Greece","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\/10094822.pdf?arnumber=10094822","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T18:57:05Z","timestamp":1700506625000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10094822\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10094822","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}