{"id":"https://openalex.org/W3153509644","doi":"https://doi.org/10.1109/lwc.2021.3074605","title":"Adaptive Network Pruning for Wireless Federated Learning","display_name":"Adaptive Network Pruning for Wireless Federated Learning","publication_year":2021,"publication_date":"2021-04-21","ids":{"openalex":"https://openalex.org/W3153509644","doi":"https://doi.org/10.1109/lwc.2021.3074605","mag":"3153509644"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2021.3074605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2021.3074605","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","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/A5101899978","display_name":"Shengli Liu","orcid":"https://orcid.org/0000-0001-6266-1419"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengli Liu","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079187892","display_name":"Guanding Yu","orcid":"https://orcid.org/0000-0003-1354-2557"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanding Yu","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015239198","display_name":"Rui Yin","orcid":"https://orcid.org/0000-0003-0252-9664"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rui Yin","raw_affiliation_strings":["School of Information and Electrical Engineering, Zhejiang University City College, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Zhejiang University City College, Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010051284","display_name":"Jiantao Yuan","orcid":"https://orcid.org/0000-0002-8269-6501"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiantao Yuan","raw_affiliation_strings":["School of Information and Electrical Engineering, Zhejiang University City College, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Zhejiang University City College, Hangzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101899978"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":4.6231,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.95542282,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"10","issue":"7","first_page":"1572","last_page":"1576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9980999827384949,"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":0.9980999827384949,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9897000193595886,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9887999892234802,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.858333945274353},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6254432201385498},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6202204823493958},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6021926999092102},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5995141863822937},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.5346535444259644},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.48804154992103577},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.45951998233795166},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37880104780197144},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3704566955566406},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17095425724983215},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12574702501296997},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.11415782570838928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.858333945274353},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6254432201385498},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6202204823493958},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6021926999092102},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5995141863822937},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.5346535444259644},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.48804154992103577},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.45951998233795166},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37880104780197144},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3704566955566406},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17095425724983215},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12574702501296997},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.11415782570838928},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/lwc.2021.3074605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2021.3074605","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1162903151","display_name":null,"funder_award_id":"2018YFB1802302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7363391753","display_name":null,"funder_award_id":"61771429","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W132901562","https://openalex.org/W2541884796","https://openalex.org/W2890924858","https://openalex.org/W2891735383","https://openalex.org/W2965862774","https://openalex.org/W2977090839","https://openalex.org/W2981138228","https://openalex.org/W2995463996","https://openalex.org/W3059999910","https://openalex.org/W3090615085","https://openalex.org/W3108590825","https://openalex.org/W3109847748","https://openalex.org/W3110962653","https://openalex.org/W4297853509","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6754416507","https://openalex.org/W6754776447","https://openalex.org/W6771852177"],"related_works":["https://openalex.org/W2373300491","https://openalex.org/W2395294869","https://openalex.org/W2378744544","https://openalex.org/W2594301978","https://openalex.org/W2379704676","https://openalex.org/W1998810860","https://openalex.org/W4206442282","https://openalex.org/W2384505857","https://openalex.org/W2355171581","https://openalex.org/W4229439743"],"abstract_inverted_index":{"In":[0],"this":[1],"letter,":[2],"we":[3],"apply":[4],"the":[5,19,26,33,47,52,58,65,70,76,79],"model":[6],"compression,":[7],"i.e.,":[8],"network":[9],"pruning,":[10],"into":[11],"wireless":[12,80],"federated":[13],"learning":[14,30,53,72],"(FL)":[15],"system":[16,35],"to":[17,45],"mitigate":[18],"local":[20],"computation":[21],"and":[22,29,61],"communication":[23],"bottlenecks.":[24],"Firstly,":[25],"convergence":[27,48],"rate":[28,49],"latency":[31,54],"of":[32,78],"FL":[34,81],"are":[36],"mathematically":[37],"analyzed.":[38],"Then,":[39],"an":[40],"optimization":[41],"problem":[42],"is":[43],"formulated":[44],"maximize":[46],"while":[50],"guaranteeing":[51],"via":[55],"jointly":[56],"optimizing":[57],"pruning":[59],"ratio":[60],"spectrum":[62],"allocation.":[63],"Finally,":[64],"experimental":[66],"results":[67],"show":[68],"that":[69],"proposed":[71],"scheme":[73],"can":[74],"improve":[75],"performance":[77],"as":[82],"compared":[83],"with":[84],"other":[85],"conventional":[86],"schemes.":[87]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}