{"id":"https://openalex.org/W4401871276","doi":"https://doi.org/10.1109/icc51166.2024.10622804","title":"Over-the-Air Computation Assisted Federated Learning with Progressive Training","display_name":"Over-the-Air Computation Assisted Federated Learning with Progressive Training","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4401871276","doi":"https://doi.org/10.1109/icc51166.2024.10622804"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622804","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101730038","display_name":"Ge Gao","orcid":"https://orcid.org/0000-0003-0348-615X"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Gao","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001485061","display_name":"Qiaochu An","orcid":"https://orcid.org/0009-0008-0473-9677"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaochu An","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050651140","display_name":"Zhibin Wang","orcid":"https://orcid.org/0000-0001-6101-5343"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Wang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727972","display_name":"Zixin Wang","orcid":"https://orcid.org/0009-0007-7863-0298"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixin Wang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022499594","display_name":"Yuanming Shi","orcid":"https://orcid.org/0000-0002-1418-7465"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanming Shi","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037106751","display_name":"Yong Zhou","orcid":"https://orcid.org/0000-0002-2925-3912"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhou","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":0.3556,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53348217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"5664","last_page":"5669"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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":0.9993000030517578,"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/T10237","display_name":"Cryptography and Data Security","score":0.9488000273704529,"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":0.7602949142456055},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6842665076255798},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6290062665939331},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44958898425102234},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.34243857860565186},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10836958885192871}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7602949142456055},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6842665076255798},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6290062665939331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44958898425102234},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34243857860565186},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10836958885192871},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc51166.2024.10622804","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-166605","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-166605","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4099999964237213,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2999074226","https://openalex.org/W3153509644","https://openalex.org/W3210225643","https://openalex.org/W3212347076","https://openalex.org/W3212431702","https://openalex.org/W4211099356","https://openalex.org/W4281638644","https://openalex.org/W4285302300","https://openalex.org/W4301852635","https://openalex.org/W4312841355","https://openalex.org/W4320005491","https://openalex.org/W4320015823","https://openalex.org/W4384158407","https://openalex.org/W4389610145","https://openalex.org/W4389879621","https://openalex.org/W6803097442"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W230091440","https://openalex.org/W2390279801","https://openalex.org/W2233261550","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Federated":[0],"learning":[1,54,162],"(FL)":[2],"with":[3,35,59,86,114],"progressive":[4,36,60,87,106],"training":[5,30,37,41,61,88],"is":[6,65,120],"a":[7,43,110,132],"promising":[8],"privacy-preserving":[9],"and":[10,26,71,101,116,143],"communication-efficient":[11],"framework":[12],"for":[13],"edge":[14],"intelligence":[15],"applications.":[16],"Specifically,":[17],"by":[18,67],"partitioning":[19],"the":[20,28,39,49,68,94,97,102,153,161,165],"global":[21],"model":[22],"into":[23,31,123],"multiple":[24,32],"sub-models":[25],"dividing":[27],"FL":[29,34,58,85,167],"stages,":[33],"enables":[38],"gradual":[40],"of":[42,105,155,164],"large":[44],"model,":[45],"thereby":[46],"significantly":[47],"reducing":[48],"transmission":[50,99],"overhead":[51],"without":[52],"compromising":[53],"performance.":[55],"However,":[56],"implementing":[57],"over":[62,89],"wireless":[63,90],"networks":[64],"hindered":[66],"limited":[69],"radio":[70],"energy":[72,115],"resources.":[73],"To":[74],"address":[75],"these":[76],"issues,":[77],"we":[78,108,130],"adopt":[79],"over-the-air":[80],"computation":[81],"(AirComp)":[82],"to":[83],"support":[84],"networks.":[91],"By":[92],"balancing":[93],"tradeoff":[95],"between":[96],"AirComp":[98],"distortion":[100],"transition":[103,144],"efficiency":[104],"training,":[107],"formulate":[109],"mixed-integer":[111],"optimization":[112,157],"problem":[113],"power":[117],"constraints,":[118],"which":[119],"further":[121],"decomposed":[122],"several":[124],"subproblems":[125],"via":[126],"Lyapunov":[127],"optimization.":[128],"Subsequently,":[129],"develop":[131],"low":[133],"computational-complexity":[134],"algorithm":[135,158],"that":[136],"jointly":[137],"optimizes":[138],"transmit":[139],"power,":[140],"receive":[141],"beamforming,":[142],"indicator":[145],"in":[146,159],"an":[147],"alternating":[148],"manner.":[149],"Simulation":[150],"results":[151],"demonstrate":[152],"effectiveness":[154],"our":[156],"improving":[160],"performance":[163],"considered":[166],"system.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}