{"id":"https://openalex.org/W7225567682","doi":"https://doi.org/10.1186/s13635-026-00251-9","title":"Federated incomplete multi-view graph clustering via view completion","display_name":"Federated incomplete multi-view graph clustering via view completion","publication_year":2026,"publication_date":"2026-11-08","ids":{"openalex":"https://openalex.org/W7225567682","doi":"https://doi.org/10.1186/s13635-026-00251-9"},"language":"en","primary_location":{"id":"doi:10.1186/s13635-026-00251-9","doi":"https://doi.org/10.1186/s13635-026-00251-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13635-026-00251-9","pdf_url":null,"source":{"id":"https://openalex.org/S5407056161","display_name":"Journal on Information Security","issn_l":"3091-4515","issn":["3091-4515"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Information Security","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1186/s13635-026-00251-9","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161293843","display_name":"Yangchun Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":"CN","type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangchun Li","raw_affiliation_strings":["Chinese Academy of Cyberspace Studies, Beijing, China","State Key Laboratory Of Networking And Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Cyberspace Studies, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory Of Networking And Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161285852","display_name":"Danfeng Yan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":"CN","type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Danfeng Yan","raw_affiliation_strings":["State Key Laboratory Of Networking And Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory Of Networking And Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5161275274","display_name":"Pu Wang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pu Wang","raw_affiliation_strings":["Chinese Academy of Cyberspace Studies, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Cyberspace Studies, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5161285852"],"corresponding_institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.8999000191688538,"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":0.8999000191688538,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.09480000287294388,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.0007999999797903001,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anchor-graph","display_name":"anchor graph","score":0.765999972820282},{"id":"https://openalex.org/keywords/contrastive-learning","display_name":"contrastive learning","score":0.9430000185966492},{"id":"https://openalex.org/keywords/communication-efficiency","display_name":"communication efficiency","score":0.6169999837875366},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"privacy preservation","score":0.7269999980926514},{"id":"https://openalex.org/keywords/graph-clustering","display_name":"graph clustering","score":0.3790000081062317}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6486999988555908},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5141000151634216},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46369999647140503},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35589998960494995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3506999909877777},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3240000009536743},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.2800000011920929},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2793999910354614},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/s13635-026-00251-9","doi":"https://doi.org/10.1186/s13635-026-00251-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13635-026-00251-9","pdf_url":null,"source":{"id":"https://openalex.org/S5407056161","display_name":"Journal on Information Security","issn_l":"3091-4515","issn":["3091-4515"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Information Security","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/s13635-026-00251-9","doi":"https://doi.org/10.1186/s13635-026-00251-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13635-026-00251-9","pdf_url":null,"source":{"id":"https://openalex.org/S5407056161","display_name":"Journal on Information Security","issn_l":"3091-4515","issn":["3091-4515"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Information Security","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4413849025","https://openalex.org/W7160891936","https://openalex.org/W7225109601","https://openalex.org/W7167930156","https://openalex.org/W7223125608","https://openalex.org/W7167369093","https://openalex.org/W4318456870","https://openalex.org/W4391006019","https://openalex.org/W3201033699","https://openalex.org/W7212147016"],"abstract_inverted_index":{"Multi-view":[0],"clustering":[1,166],"is":[2],"a":[3,63,132],"fundamental":[4],"unsupervised":[5],"learning":[6,134],"paradigm":[7],"designed":[8],"to":[9,136],"partition":[10],"multi-view":[11,20,37,165],"data":[12,21],"into":[13],"disjoint":[14],"clusters.":[15],"In":[16],"real-world":[17],"scenarios,":[18],"however,":[19],"are":[22],"often":[23],"distributed":[24],"across":[25],"various":[26],"devices,":[27],"institutions,":[28],"or":[29],"edge":[30],"nodes,":[31],"motivating":[32],"the":[33,97,109,116,119,127,144,148],"development":[34],"of":[35,122,147],"federated":[36,164],"clustering.":[38],"Within":[39],"this":[40],"decentralized":[41],"setting,":[42],"issues":[43],"such":[44],"as":[45,93],"missing":[46],"views,":[47],"privacy":[48],"constraints,":[49],"and":[50,141],"high":[51],"communication":[52,106],"overhead":[53],"pose":[54],"significant":[55],"challenges.":[56],"To":[57],"address":[58],"these":[59],"limitations,":[60],"we":[61,130],"propose":[62],"novel":[64],"framework":[65,98],"termed":[66],"Federated":[67],"Incomplete":[68],"Multi-View":[69],"Graph":[70],"Clustering":[71],"via":[72],"View":[73],"Completion":[74],"(FMVC-VC).":[75],"Specifically,":[76],"FMVC-VC":[77,160],"seamlessly":[78],"integrates":[79],"client-side":[80],"missing-view":[81,123],"recovery":[82],"with":[83],"server-side":[84],"global":[85,112,149],"structure":[86],"optimization.":[87],"By":[88],"leveraging":[89],"view-specific":[90],"anchor":[91,150],"graphs":[92],"lightweight":[94],"knowledge":[95],"carriers,":[96],"avoids":[99],"direct":[100],"feature-level":[101],"exposure":[102],"while":[103],"substantially":[104],"reducing":[105],"costs.":[107],"At":[108],"client":[110],"level,":[111,129],"structural":[113,139],"information":[114],"from":[115],"server":[117,128],"guides":[118],"reliable":[120],"imputation":[121],"features.":[124],"Concurrently,":[125],"at":[126],"introduce":[131],"contrastive":[133],"mechanism":[135],"refine":[137],"cross-client":[138],"consistency":[140],"further":[142],"enhance":[143],"discriminative":[145],"capacity":[146],"graph.":[151],"Extensive":[152],"experiments":[153],"on":[154],"multiple":[155],"benchmark":[156],"datasets":[157],"demonstrate":[158],"that":[159],"significantly":[161],"outperforms":[162],"current":[163],"methods,":[167],"particularly":[168],"in":[169],"challenging":[170],"incomplete-view":[171],"scenarios.":[172]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-09T00:00:00"}