{"id":"https://openalex.org/W7126096542","doi":"https://doi.org/10.1016/j.neucom.2026.132871","title":"Wavelet-enhanced federated learning with personalized adaptive prototypes","display_name":"Wavelet-enhanced federated learning with personalized adaptive prototypes","publication_year":2026,"publication_date":"2026-01-29","ids":{"openalex":"https://openalex.org/W7126096542","doi":"https://doi.org/10.1016/j.neucom.2026.132871"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.132871","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.132871","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","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/A5018284650","display_name":"Wangzhuo Yang","orcid":"https://orcid.org/0000-0002-9437-1114"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangzhuo Yang","raw_affiliation_strings":["Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124285833","display_name":"Bo Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Chen","raw_affiliation_strings":["Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China"],"raw_orcid":"https://orcid.org/0000-0001-6150-3881","affiliations":[{"raw_affiliation_string":"Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015505343","display_name":"Jianzheng Wang","orcid":"https://orcid.org/0000-0002-5659-072X"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzheng Wang","raw_affiliation_strings":["Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124289571","display_name":"Ying Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Shen","raw_affiliation_strings":["Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124264641","display_name":"Zheming Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheming Wang","raw_affiliation_strings":["Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China"],"raw_orcid":"https://orcid.org/0000-0002-5580-0385","affiliations":[{"raw_affiliation_string":"Department of Automation, Zhejiang University of Technology, Xihu District, Liuhe Road 288, Hangzhou, 310014, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Joint Research and Development Center of Zhejiang University of Technology and Beijing United Information Technology Co., Ltd., Zhejiang Province, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Perception and Control for Complex Systems, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5124285833"],"corresponding_institution_ids":["https://openalex.org/I168879160","https://openalex.org/I4210123185","https://openalex.org/I55712492"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1056582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"674","issue":null,"first_page":"132871","last_page":"132871"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.7698000073432922,"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":0.7698000073432922,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.022199999541044235,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.01899999938905239,"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/upload","display_name":"Upload","score":0.7028999924659729},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5565000176429749},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5410000085830688},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5213000178337097},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.41999998688697815},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.3707999885082245},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.37070000171661377},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.36890000104904175},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.36640000343322754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8707000017166138},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7028999924659729},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5565000176429749},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5410000085830688},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5213000178337097},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.41999998688697815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39100000262260437},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.37070000171661377},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.36890000104904175},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.36640000343322754},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.352400004863739},{"id":"https://openalex.org/C158156997","wikidata":"https://www.wikidata.org/wiki/Q1416645","display_name":"Models of communication","level":2,"score":0.34610000252723694},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3409000039100647},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.336899995803833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33250001072883606},{"id":"https://openalex.org/C2780909371","wikidata":"https://www.wikidata.org/wiki/Q4801092","display_name":"Artificial noise","level":4,"score":0.3312000036239624},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.30399999022483826},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.3005000054836273},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C510870077","wikidata":"https://www.wikidata.org/wiki/Q7444868","display_name":"Secure communication","level":3,"score":0.2827000021934509},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.27799999713897705},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.132871","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.132871","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4757598000","display_name":null,"funder_award_id":"U24A20258","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5745771853","display_name":null,"funder_award_id":"RF-C2025002","funder_id":"https://openalex.org/F4554350417","funder_display_name":"Fundamental Research Funds for the Provincial Universities of Zhejiang"},{"id":"https://openalex.org/G7710443011","display_name":null,"funder_award_id":"92367205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8410939197","display_name":null,"funder_award_id":"H1030240771","funder_id":"https://openalex.org/F4554350417","funder_display_name":"Fundamental Research Funds for the Provincial Universities of Zhejiang"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4554350417","display_name":"Fundamental Research Funds for the Provincial Universities of Zhejiang","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2912213068","https://openalex.org/W3210975694","https://openalex.org/W4226524907","https://openalex.org/W4286542654","https://openalex.org/W4294891492","https://openalex.org/W4308469556","https://openalex.org/W4386609221","https://openalex.org/W4387096101","https://openalex.org/W4387568945","https://openalex.org/W4387640442","https://openalex.org/W4389252656","https://openalex.org/W4390948953","https://openalex.org/W4399513300","https://openalex.org/W4401163635","https://openalex.org/W4401337933","https://openalex.org/W4406145409","https://openalex.org/W4408002956","https://openalex.org/W4411387251","https://openalex.org/W4412879383"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-01-30T00:00:00"}