{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T02:18:40Z","timestamp":1767665920069,"version":"3.28.0"},"reference-count":52,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"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":[[2023,4]]},"DOI":"10.1109\/icde55515.2023.00222","type":"proceedings-article","created":{"date-parts":[[2023,7,26]],"date-time":"2023-07-26T17:51:13Z","timestamp":1690393873000},"page":"2905-2918","source":"Crossref","is-referenced-by-count":7,"title":["Fed-SC: One-Shot Federated Subspace Clustering over High-Dimensional Data"],"prefix":"10.1109","author":[{"given":"Songjie","family":"Xie","sequence":"first","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China"}]},{"given":"Youlong","family":"Wu","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China"}]},{"given":"Kewen","family":"Liao","sequence":"additional","affiliation":[{"name":"Australian Catholic University,HilstLab, Peter Faber Business School,Sydney,Australia"}]},{"given":"Lu","family":"Chen","sequence":"additional","affiliation":[{"name":"Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia"}]},{"given":"Chengfei","family":"Liu","sequence":"additional","affiliation":[{"name":"Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia"}]},{"given":"Haifeng","family":"Shen","sequence":"additional","affiliation":[{"name":"Australian Catholic University,HilstLab, Peter Faber Business School,Sydney,Australia"}]},{"given":"MingJian","family":"Tang","sequence":"additional","affiliation":[{"name":"Atlassian"}]},{"given":"Lu","family":"Sun","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.939739"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2007.02.009"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33786-4_26"},{"key":"ref14","first-page":"1","article-title":"Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories","author":"rao","year":"2008","journal-title":"IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref52","first-page":"871","article-title":"The laplacian spectrum of graphs","volume":"2","author":"oellermann","year":"1991","journal-title":"Graph Theory c Appl"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1497577.1497578"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2472520"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1214\/12-AOS1034"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-013-0317-y"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/11744085_8"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.190670"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1987.4309069"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966217"},{"key":"ref45","first-page":"538","article-title":"Graph connectivity in noisy sparse subspace clustering","author":"wang","year":"2016","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.230"},{"key":"ref47","article-title":"Columbia object image library (coil-100)","author":"nene","year":"1996","journal-title":"Technical Report CUCS-006-96"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.425"},{"key":"ref41","first-page":"1","article-title":"One-shot federated learning: theoretical limits and algorithms to achieve them","volume":"22","author":"salehkaleybar","year":"2021","journal-title":"Journal of Machine Learning Research"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.244"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995679"},{"key":"ref49","article-title":"Network flow algorithms for structured sparsity","volume":"23","author":"mairal","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-018-0698-6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2020.107031"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.57"},{"article-title":"Federated unsupervised representation learning","year":"2020","author":"zhang","key":"ref4"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3378679.3394530"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1289\/EHP6240"},{"key":"ref5","first-page":"1273","article-title":"Communication-Efficient Learning of Deep Networks from Decentralized Data","volume":"54","author":"mcmahan","year":"2017","journal-title":"International Conference on Artificial Intelligence and Statistics"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2988575"},{"key":"ref35","article-title":"Large-scale subspace clustering by independent distributed and parallel coding","author":"li","year":"2021","journal-title":"IEEE Transactions on Cybernetics"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3063316"},{"article-title":"Robust federated learning in a heterogeneous environment","year":"2019","author":"ghosh","key":"ref37"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00077"},{"key":"ref31","article-title":"Distributed k-means and k-median clustering on general topologies","volume":"26","author":"balcan","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01091-0_16"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.440"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24741-8_7"},{"key":"ref2","article-title":"Federated unsupervised clustering with generative models","author":"chung","year":"2022","journal-title":"International Workshop on Trustable Verifiable and Auditable Federated Learning"},{"key":"ref1","first-page":"2611","article-title":"Heterogeneity for the win: One-shot federated clustering","author":"dennis","year":"2021","journal-title":"International Conference on Machine Learning"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3214303"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00293"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2007.368962"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.426"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01240-3_5"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-012-0535-6"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126422"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-008-0178-9"},{"key":"ref28","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","volume":"96","author":"ester","year":"1996","journal-title":"International conference on Knowledge discovery and data mining"},{"key":"ref27","first-page":"2753","article-title":"Greedy subspace clustering","volume":"27","author":"park","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-77018-3_32"}],"event":{"name":"2023 IEEE 39th International Conference on Data Engineering (ICDE)","start":{"date-parts":[[2023,4,3]]},"location":"Anaheim, CA, USA","end":{"date-parts":[[2023,4,7]]}},"container-title":["2023 IEEE 39th International Conference on Data Engineering (ICDE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10184508\/10184509\/10184550.pdf?arnumber=10184550","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,14]],"date-time":"2023-08-14T17:36:29Z","timestamp":1692034589000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10184550\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/icde55515.2023.00222","relation":{},"subject":[],"published":{"date-parts":[[2023,4]]}}}