{"id":"https://openalex.org/W4387969777","doi":"https://doi.org/10.1145/3581783.3612027","title":"Federated Deep Multi-View Clustering with Global Self-Supervision","display_name":"Federated Deep Multi-View Clustering with Global Self-Supervision","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387969777","doi":"https://doi.org/10.1145/3581783.3612027"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612027","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581783.3612027","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581783.3612027","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3581783.3612027","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001051450","display_name":"Xinyue Chen","orcid":"https://orcid.org/0000-0002-3105-8569"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyue Chen","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3105-8569","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075015477","display_name":"Jie Xu","orcid":"https://orcid.org/0000-0003-1675-1821"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xu","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-1675-1821","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055826974","display_name":"Yazhou Ren","orcid":"https://orcid.org/0000-0001-7705-4603"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yazhou Ren","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-7705-4603","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103248543","display_name":"Xiaorong Pu","orcid":"https://orcid.org/0000-0001-7387-7194"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaorong Pu","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-7387-7194","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034427070","display_name":"Ce Zhu","orcid":"https://orcid.org/0000-0001-7607-707X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ce Zhu","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-7607-707X","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037340898","display_name":"Xiaofeng Zhu","orcid":"https://orcid.org/0000-0001-6840-0578"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Zhu","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-6840-0578","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091926843","display_name":"Zhifeng Hao","orcid":"https://orcid.org/0000-0002-9713-7251"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifeng Hao","raw_affiliation_strings":["Shantou University, Shantou, China"],"raw_orcid":"https://orcid.org/0000-0002-9713-7251","affiliations":[{"raw_affiliation_string":"Shantou University, Shantou, China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071709543","display_name":"Lifang He","orcid":"https://orcid.org/0000-0001-7810-9071"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lifang He","raw_affiliation_strings":["Lehigh University, Bethlehem, USA"],"raw_orcid":"https://orcid.org/0000-0001-7810-9071","affiliations":[{"raw_affiliation_string":"Lehigh University, Bethlehem, USA","institution_ids":["https://openalex.org/I186143895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9097,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95167912,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3498","last_page":"3506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8440028429031372},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7515888810157776},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6077907085418701},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5177918672561646},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4479064345359802},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4471837282180786},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42684274911880493},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.41616901755332947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3569473624229431},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33787763118743896},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2956589162349701},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14181450009346008},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09132742881774902},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07258620858192444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8440028429031372},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7515888810157776},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6077907085418701},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5177918672561646},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4479064345359802},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4471837282180786},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42684274911880493},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.41616901755332947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3569473624229431},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33787763118743896},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2956589162349701},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14181450009346008},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09132742881774902},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07258620858192444},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581783.3612027","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581783.3612027","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581783.3612027","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3581783.3612027","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581783.3612027","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581783.3612027","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1312784247","display_name":null,"funder_award_id":"MRI-2215789","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2174907187","display_name":"\u9891\u57df\u53ef\u914d\u7f6e\u6ee4\u6ce2\u529f\u80fd\u878d\u5408\u9ad8\u6548\u7387\u529f\u7387\u653e\u5927\u5668\u57fa\u7840\u7406\u8bba\u4e0e\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61971052","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G246791618","display_name":null,"funder_award_id":"IIS-1909879","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3193844906","display_name":null,"funder_award_id":"61971052","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4821822901","display_name":null,"funder_award_id":"2020YFC2004302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6160307618","display_name":"RI: Small: A Study of Agent's Expectations for Nondeterministic and Dynamic Domains","funder_award_id":"1909879","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6593982251","display_name":"MRI: Development of Heterogeneous Edge Computing Platform for Real-Time Scientific Machine Learning","funder_award_id":"2215789","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7561600809","display_name":null,"funder_award_id":"2020YFC2004300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387969777.pdf","grobid_xml":"https://content.openalex.org/works/W4387969777.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1964073652","https://openalex.org/W2107034620","https://openalex.org/W2108502868","https://openalex.org/W2405459681","https://openalex.org/W2605146283","https://openalex.org/W2741943936","https://openalex.org/W2998358581","https://openalex.org/W3015807225","https://openalex.org/W3021342796","https://openalex.org/W3035751812","https://openalex.org/W3119381431","https://openalex.org/W4212834658","https://openalex.org/W4225877894","https://openalex.org/W4283798877","https://openalex.org/W4313041774","https://openalex.org/W4320713010","https://openalex.org/W4382318469","https://openalex.org/W4384938857","https://openalex.org/W6601013545","https://openalex.org/W6818331381"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W2003209439","https://openalex.org/W4321854979","https://openalex.org/W3037018281","https://openalex.org/W2358319515","https://openalex.org/W2972592048","https://openalex.org/W4312214821","https://openalex.org/W2497626292","https://openalex.org/W2390344072","https://openalex.org/W3089066832"],"abstract_inverted_index":{"Federated":[0],"multi-view":[1,73,85,199],"clustering":[2,10,86],"has":[3],"the":[4,55,107,120,144,150,170,174,179,195],"potential":[5],"to":[6,32,70,118,136,157,169],"learn":[7,158],"a":[8,65,81],"global":[9,131,134,140,151,175],"model":[11],"from":[12,61,94],"data":[13,26,60,100,115,200],"distributed":[14,66,202],"across":[15],"multiple":[16,62,95,125,147],"devices.":[17],"In":[18,143],"this":[19],"setting,":[20],"label":[21],"information":[22,50,153],"is":[23,51],"unknown":[24],"and":[25,45,57,102,114,133,154,162],"privacy":[27,103],"must":[28],"be":[29],"preserved,":[30],"leading":[31],"two":[33],"major":[34],"challenges.":[35],"First,":[36],"views":[37],"on":[38],"different":[39],"clients":[40,63,148],"often":[41],"have":[42],"feature":[43],"heterogeneity,":[44],"mining":[46],"their":[47],"complementary":[48,91,121],"cluster":[49,92,122,160],"not":[52],"trivial.":[53],"Second,":[54],"storage":[56],"usage":[58],"of":[59,72,124,181,197],"in":[64,106,193,201],"environment":[67],"can":[68,89],"lead":[69],"incompleteness":[71,101],"data.":[74],"To":[75],"address":[76],"these":[77],"challenges,":[78],"we":[79,110],"propose":[80,111],"novel":[82],"federated":[83],"deep":[84,155],"method":[87,189],"that":[88,186],"mine":[90],"structures":[93,123],"clients,":[96],"while":[97],"dealing":[98],"with":[99],"concerns.":[104],"Specifically,":[105],"server":[108,128,171],"environment,":[109,146],"sample":[112],"alignment":[113],"extension":[116],"techniques":[117],"explore":[119],"views.":[126],"The":[127],"then":[129,167],"distributes":[130],"prototypes":[132],"pseudo-labels":[135],"each":[137],"client":[138,145],"as":[139],"self-supervised":[141,152,176],"information.":[142,177],"use":[149],"autoencoders":[156],"view-specific":[159],"assignments":[161],"embedded":[163],"features,":[164],"which":[165],"are":[166],"uploaded":[168],"for":[172],"refining":[173],"Finally,":[178],"results":[180],"our":[182,187],"extensive":[183],"experiments":[184],"demonstrate":[185],"proposed":[188],"exhibits":[190],"superior":[191],"performance":[192],"addressing":[194],"challenges":[196],"incomplete":[198],"environments.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
