{"id":"https://openalex.org/W4415336792","doi":"https://doi.org/10.1016/j.inffus.2025.103871","title":"Fairness-oriented vertical federated GNNs with incomplete sensitive attributes","display_name":"Fairness-oriented vertical federated GNNs with incomplete sensitive attributes","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W4415336792","doi":"https://doi.org/10.1016/j.inffus.2025.103871"},"language":"en","primary_location":{"id":"doi:10.1016/j.inffus.2025.103871","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2025.103871","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100438231","display_name":"Ziqi Wang","orcid":"https://orcid.org/0000-0001-5339-382X"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Wang","raw_affiliation_strings":["School of Information Science and Engineering, East China University of Science and Technology, Shanghai, 200237, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, East China University of Science and Technology, Shanghai, 200237, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000979050","display_name":"Xueming Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]},{"id":"https://openalex.org/I82333064","display_name":"Chinese Academy of Governance","ror":"https://ror.org/006cgkx15","country_code":"CN","type":"government","lineage":["https://openalex.org/I82333064"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xueming Yan","raw_affiliation_strings":["Guangdong Engineering Research Center of Data Security Governance and Privacy Computing, Guangzhou, 510006, China","School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, 510006, China"],"raw_orcid":"https://orcid.org/0000-0001-7809-3436","affiliations":[{"raw_affiliation_string":"Guangdong Engineering Research Center of Data Security Governance and Privacy Computing, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I82333064"]},{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032314861","display_name":"Yaochu Jin","orcid":"https://orcid.org/0000-0003-1100-0631"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaochu Jin","raw_affiliation_strings":["School of Engineering, Westlake University, Hangzhou, 310030, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, 310030, China","institution_ids":["https://openalex.org/I3133055985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000979050","https://openalex.org/A5032314861"],"corresponding_institution_ids":["https://openalex.org/I186272606","https://openalex.org/I3133055985","https://openalex.org/I82333064"],"apc_list":{"value":4360,"currency":"USD","value_usd":4360},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10879785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"127","issue":null,"first_page":"103871","last_page":"103871"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987999796867371,"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":0.9987999796867371,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9912999868392944,"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/disjoint-sets","display_name":"Disjoint sets","score":0.5561000108718872},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5315999984741211},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5231999754905701},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.49320000410079956},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4478999972343445},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43389999866485596},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4147000014781952}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.890999972820282},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5618000030517578},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.5561000108718872},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5315999984741211},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5231999754905701},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.49320000410079956},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4478999972343445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43650001287460327},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43389999866485596},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4147000014781952},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40070000290870667},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.3041999936103821},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29829999804496765},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.29820001125335693},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.29179999232292175},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2782999873161316},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.26510000228881836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.inffus.2025.103871","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2025.103871","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1820859487","display_name":null,"funder_award_id":"62576116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3365853250","display_name":null,"funder_award_id":"W2441019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6444725075","display_name":"\u9762\u5411\u901a\u4e13\u6df7\u5408\u6a21\u578b\u534f\u540c\u7684\u5a92\u4f53\u5185\u5bb9\u751f\u6210","funder_award_id":"LD25F020001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G6511873551","display_name":null,"funder_award_id":"62136003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2530395818","https://openalex.org/W2966133050","https://openalex.org/W3109723249","https://openalex.org/W3130845417","https://openalex.org/W4206323856","https://openalex.org/W4206633947","https://openalex.org/W4224307896","https://openalex.org/W4231452012","https://openalex.org/W4237859191","https://openalex.org/W4281755605","https://openalex.org/W4293094631","https://openalex.org/W4379469936","https://openalex.org/W4387841511","https://openalex.org/W4388543678","https://openalex.org/W4389505417","https://openalex.org/W4390610691","https://openalex.org/W4391070238","https://openalex.org/W4391486412","https://openalex.org/W4392883945","https://openalex.org/W4393072432","https://openalex.org/W4401856724","https://openalex.org/W4403679623","https://openalex.org/W4404115985","https://openalex.org/W4405045329","https://openalex.org/W4406405197","https://openalex.org/W4406529652","https://openalex.org/W4407831773","https://openalex.org/W4408566114","https://openalex.org/W4409001568","https://openalex.org/W4409983075","https://openalex.org/W4410027468","https://openalex.org/W4411550768"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-19T00:00:00"}