{"id":"https://openalex.org/W4387145962","doi":"https://doi.org/10.1109/tvt.2023.3320550","title":"Alliance Makes Difference? Maximizing Social Welfare in Cross-Silo Federated Learning","display_name":"Alliance Makes Difference? Maximizing Social Welfare in Cross-Silo Federated Learning","publication_year":2023,"publication_date":"2023-09-28","ids":{"openalex":"https://openalex.org/W4387145962","doi":"https://doi.org/10.1109/tvt.2023.3320550"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2023.3320550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2023.3320550","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarworks.indianapolis.iu.edu/bitstreams/aef76e02-1f1f-447f-b1eb-049d4d28c74a/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117501299","display_name":"Jianan Chen","orcid":"https://orcid.org/0000-0001-9331-3513"},"institutions":[{"id":"https://openalex.org/I4388446366","display_name":"Indiana University Indianapolis","ror":"https://ror.org/03eftgw80","country_code":"US","type":"education","lineage":["https://openalex.org/I4388446366","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianan Chen","raw_affiliation_strings":["Department of Computer and Information Science, Indiana University Indianapolis, Indianapolis, IN, USA"],"raw_orcid":"https://orcid.org/0000-0001-9331-3513","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Indiana University Indianapolis, Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4388446366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073501368","display_name":"Qin Hu","orcid":"https://orcid.org/0000-0002-8847-8345"},"institutions":[{"id":"https://openalex.org/I4388446366","display_name":"Indiana University Indianapolis","ror":"https://ror.org/03eftgw80","country_code":"US","type":"education","lineage":["https://openalex.org/I4388446366","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qin Hu","raw_affiliation_strings":["Department of Computer and Information Science, Indiana University Indianapolis, Indianapolis, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-8847-8345","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Indiana University Indianapolis, Indianapolis, IN, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4388446366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032935410","display_name":"Honglu Jiang","orcid":"https://orcid.org/0000-0001-6014-0396"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Honglu Jiang","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Miami University, Oxford, OH, USA"],"raw_orcid":"https://orcid.org/0000-0001-6014-0396","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Miami University, Oxford, OH, USA","institution_ids":["https://openalex.org/I83328450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3263,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65561582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"73","issue":"2","first_page":"2786","last_page":"2798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9995999932289124,"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":0.9995999932289124,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9815000295639038,"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/silo","display_name":"Silo","score":0.8453518152236938},{"id":"https://openalex.org/keywords/alliance","display_name":"Alliance","score":0.7848738431930542},{"id":"https://openalex.org/keywords/welfare","display_name":"Welfare","score":0.582396388053894},{"id":"https://openalex.org/keywords/social-welfare","display_name":"Social Welfare","score":0.5339606404304504},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4226498603820801},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.404492050409317},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3307341933250427},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30205482244491577},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19885894656181335},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.15960267186164856},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12777948379516602}],"concepts":[{"id":"https://openalex.org/C2778024958","wikidata":"https://www.wikidata.org/wiki/Q213643","display_name":"Silo","level":2,"score":0.8453518152236938},{"id":"https://openalex.org/C2778431023","wikidata":"https://www.wikidata.org/wiki/Q878249","display_name":"Alliance","level":2,"score":0.7848738431930542},{"id":"https://openalex.org/C100243477","wikidata":"https://www.wikidata.org/wiki/Q12002092","display_name":"Welfare","level":2,"score":0.582396388053894},{"id":"https://openalex.org/C536738050","wikidata":"https://www.wikidata.org/wiki/Q3249071","display_name":"Social Welfare","level":2,"score":0.5339606404304504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4226498603820801},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.404492050409317},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3307341933250427},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30205482244491577},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19885894656181335},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15960267186164856},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12777948379516602},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvt.2023.3320550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2023.3320550","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/45108","is_oa":true,"landing_page_url":"https://hdl.handle.net/1805/45108","pdf_url":"https://scholarworks.indianapolis.iu.edu/bitstreams/aef76e02-1f1f-447f-b1eb-049d4d28c74a/download","source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ArXiv","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/45108","is_oa":true,"landing_page_url":"https://hdl.handle.net/1805/45108","pdf_url":"https://scholarworks.indianapolis.iu.edu/bitstreams/aef76e02-1f1f-447f-b1eb-049d4d28c74a/download","source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ArXiv","raw_type":"Article"},"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G791379632","display_name":null,"funder_award_id":"CNS-2105004","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387145962.pdf","grobid_xml":"https://content.openalex.org/works/W4387145962.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1976450472","https://openalex.org/W1979025384","https://openalex.org/W2260722333","https://openalex.org/W2911964379","https://openalex.org/W2920095265","https://openalex.org/W2941294570","https://openalex.org/W2955213239","https://openalex.org/W2981556215","https://openalex.org/W2995022099","https://openalex.org/W3041656022","https://openalex.org/W3093892217","https://openalex.org/W3094306715","https://openalex.org/W3112044954","https://openalex.org/W3135590557","https://openalex.org/W3156818449","https://openalex.org/W3163004056","https://openalex.org/W3174540410","https://openalex.org/W3176778145","https://openalex.org/W3192098883","https://openalex.org/W3196053097","https://openalex.org/W3196084215","https://openalex.org/W3198069777","https://openalex.org/W3201304585","https://openalex.org/W3215939128","https://openalex.org/W4224924652","https://openalex.org/W4283209436","https://openalex.org/W4288071417","https://openalex.org/W4298113282","https://openalex.org/W6728757088","https://openalex.org/W6765541894","https://openalex.org/W6780438843","https://openalex.org/W6784327799","https://openalex.org/W6801359086","https://openalex.org/W6802466298","https://openalex.org/W6853076599"],"related_works":["https://openalex.org/W2523330964","https://openalex.org/W2383857829","https://openalex.org/W2023971635","https://openalex.org/W2903433011","https://openalex.org/W2485498725","https://openalex.org/W2388672951","https://openalex.org/W2381041855","https://openalex.org/W3204851139","https://openalex.org/W2331856297","https://openalex.org/W2563338463"],"abstract_inverted_index":{"As":[0],"one":[1],"of":[2,6,102,132,156],"the":[3,32,42,50,72,88,96,100,103,111,118,130,137,149,154,157,165,172,177],"typical":[4],"settings":[5],"Federated":[7],"Learning":[8,20],"(FL),":[9],"cross-silo":[10,55],"FL":[11,56],"allows":[12],"organizations":[13,27,53,134],"to":[14,30,94,140],"jointly":[15,135],"train":[16],"an":[17,105,142],"optimal":[18],"Machine":[19],"(ML)":[21],"model.":[22],"In":[23,45],"this":[24,46,84],"case,":[25],"some":[26],"may":[28],"try":[29],"obtain":[31],"global":[33],"model":[34,49],"without":[35,114],"contributing":[36],"their":[37],"local":[38],"training":[39],"power,":[40],"lowering":[41],"social":[43,69,74,97,112,159,174],"welfare.":[44,98,160],"article,":[47],"we":[48,86,127],"interactions":[51],"among":[52],"in":[54,79,170],"as":[57],"a":[58,68,181],"public":[59],"goods":[60],"game":[61],"and":[62,176],"theoretically":[63],"prove":[64,147],"that":[65,148,164],"there":[66],"exists":[67],"dilemma":[70],"where":[71],"maximum":[73,158,173,183],"welfare":[75,113,175],"is":[76,168],"not":[77],"achieved":[78],"Nash":[80],"equilibrium.":[81],"To":[82],"overcome":[83],"dilemma,":[85],"employ":[87],"Multi-player":[89],"Multi-action":[90],"Zero-Determinant":[91],"(MMZD)":[92],"strategy":[93,120,139,151,167],"maximize":[95],"With":[99],"help":[101],"MMZD,":[104],"individual":[106],"organization":[107],"can":[108,121,152,179],"unilaterally":[109],"control":[110,155],"extra":[115],"cost.":[116],"Since":[117],"MMZD":[119,138,143,166],"be":[122],"adopted":[123],"by":[124],"all":[125],"organizations,":[126],"further":[128],"study":[129],"case":[131],"multiple":[133],"adopting":[136],"form":[141],"Alliance":[144],"(MMZDA).":[145],"We":[146],"MMZDA":[150,178],"strengthen":[153],"Experimental":[161],"results":[162],"validate":[163],"effective":[169],"obtaining":[171],"achieve":[180],"larger":[182],"value.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}