{"id":"https://openalex.org/W4408710292","doi":"https://doi.org/10.1109/jiot.2025.3553504","title":"A Hybrid Federated Learning Framework for Task-Oriented Semantic Communication","display_name":"A Hybrid Federated Learning Framework for Task-Oriented Semantic Communication","publication_year":2025,"publication_date":"2025-03-22","ids":{"openalex":"https://openalex.org/W4408710292","doi":"https://doi.org/10.1109/jiot.2025.3553504"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3553504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3553504","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5024055080","display_name":"Haofeng Sun","orcid":"https://orcid.org/0009-0006-3059-5545"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haofeng Sun","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042930332","display_name":"Wanli Ni","orcid":"https://orcid.org/0000-0003-0436-2685"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanli Ni","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026608908","display_name":"Hui Tian","orcid":"https://orcid.org/0000-0001-8876-1389"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Tian","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081118643","display_name":"Jingheng Zheng","orcid":"https://orcid.org/0000-0002-0313-2370"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingheng Zheng","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083856519","display_name":"Gaofeng Nie","orcid":"https://orcid.org/0000-0002-0880-1182"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaofeng Nie","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"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"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","College of Computing and Data Science, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024055080"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":12.5734,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98190391,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":"13","first_page":"23444","last_page":"23461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9706000089645386,"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":0.9706000089645386,"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/computer-science","display_name":"Computer science","score":0.8878442645072937},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5975269079208374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42251744866371155},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38219189643859863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8878442645072937},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5975269079208374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42251744866371155},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38219189643859863},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3553504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3553504","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1751687266","https://openalex.org/W2068115726","https://openalex.org/W2194775991","https://openalex.org/W2800182763","https://openalex.org/W2904160524","https://openalex.org/W2946889564","https://openalex.org/W2999074226","https://openalex.org/W3015636663","https://openalex.org/W3091752016","https://openalex.org/W3113111160","https://openalex.org/W3119680904","https://openalex.org/W3126686235","https://openalex.org/W3132252774","https://openalex.org/W3168863497","https://openalex.org/W3197326271","https://openalex.org/W3198139956","https://openalex.org/W4225009676","https://openalex.org/W4226042246","https://openalex.org/W4226115138","https://openalex.org/W4312051582","https://openalex.org/W4312323164","https://openalex.org/W4312766166","https://openalex.org/W4313229659","https://openalex.org/W4313350178","https://openalex.org/W4313455370","https://openalex.org/W4317794926","https://openalex.org/W4361857829","https://openalex.org/W4367280466","https://openalex.org/W4368232736","https://openalex.org/W4376455107","https://openalex.org/W4380303575","https://openalex.org/W4381735920","https://openalex.org/W4381748177","https://openalex.org/W4384129865","https://openalex.org/W4385627407","https://openalex.org/W4385813894","https://openalex.org/W4386025732","https://openalex.org/W4388739236","https://openalex.org/W4392158237","https://openalex.org/W4406267617","https://openalex.org/W4406354533","https://openalex.org/W6696497002","https://openalex.org/W6748581123","https://openalex.org/W6857674442"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0],"existing":[1],"deep":[2,96],"learning-based":[3],"semantic":[4,10,61,75],"communication":[5,82,104],"systems,":[6],"centralized":[7],"training":[8,20,70],"of":[9,15,71,103,111,131],"models":[11],"brings":[12],"a":[13,22,36,80,121,161,166],"risk":[14],"privacy":[16],"leakage,":[17],"whereas":[18],"distributed":[19],"imposes":[21],"huge":[23],"computational":[24,45],"burden":[25,46],"on":[26,47,107,146],"user":[27,52],"equipments":[28],"(UEs).":[29],"To":[30,94],"address":[31],"these":[32],"challenges,":[33],"we":[34,78,98,119],"propose":[35,79],"hybrid":[37],"federated":[38],"learning":[39],"(Hybrid-FL)":[40],"framework":[41],"to":[42,63,126],"alleviate":[43],"the":[44,51,64,68,88,100,108,128],"UEs":[48],"while":[49],"protecting":[50],"privacy.":[53],"Specifically,":[54],"each":[55],"UE":[56],"uploads":[57],"local":[58,74],"gradients":[59],"and":[60,73,83,91,105,148,165],"symbols":[62],"base":[65],"station":[66],"for":[67,86],"collaborative":[69],"global":[72],"models.":[76],"Furthermore,":[77],"joint":[81,101],"computation":[84,106],"scheme":[85],"supporting":[87],"model":[89],"aggregation":[90],"semantics":[92],"transmission.":[93],"gain":[95,164],"insights,":[97],"expose":[99],"impact":[102],"convergence":[109,129],"behavior":[110],"Hybrid-FL":[112,155],"by":[113,138,159],"deriving":[114],"an":[115],"upper":[116],"bound.":[117],"Then,":[118],"formulate":[120],"mixed-integer":[122],"nonlinear":[123],"programming":[124],"problem":[125],"improve":[127],"performance":[130],"Hybrid-FL,":[132],"which":[133],"is":[134],"then":[135],"effectively":[136],"solved":[137],"using":[139],"our":[140],"proposed":[141],"algorithm":[142],"that":[143,154],"developed":[144],"based":[145],"alternating":[147],"matching":[149],"theory.":[150],"Experimental":[151],"results":[152],"demonstrate":[153],"outperforms":[156],"conventional":[157],"FL":[158],"achieving":[160],"20%":[162],"accuracy":[163],"80%":[167],"latency":[168],"reduction.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
