{"id":"https://openalex.org/W7166886780","doi":"https://doi.org/10.1016/j.eswa.2026.133498","title":"FedDHP: Dual-head prior-aware distillation for global generalization and personalized adaptation in federated learning","display_name":"FedDHP: Dual-head prior-aware distillation for global generalization and personalized adaptation in federated learning","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7166886780","doi":"https://doi.org/10.1016/j.eswa.2026.133498"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.133498","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.133498","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"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":"Expert Systems with Applications","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/A5139742418","display_name":"Tianyi Chen","orcid":"https://orcid.org/0009-0000-9427-1124"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianyi Chen","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0000-9427-1124","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138735304","display_name":"Yuchen Qin","orcid":"https://orcid.org/0009-0001-4224-464X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuchen Qin","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0001-4224-464X","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058561329","display_name":"Yizhi Zhou","orcid":"https://orcid.org/0000-0002-6761-5953"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yizhi Zhou","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6761-5953","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5087744818","display_name":"Heng Qi","orcid":"https://orcid.org/0000-0002-8770-3934"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heng Qi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8770-3934","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.86098397,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"332","issue":null,"first_page":"133498","last_page":"133498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.17560000717639923,"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":0.17560000717639923,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.17020000517368317,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.14880000054836273,"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/federated-learning","display_name":"Federated learning","score":0.715499997138977},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7017999887466431},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6629999876022339},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.492900013923645},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.3944000005722046}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8561000227928162},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.715499997138977},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7017999887466431},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6629999876022339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5170000195503235},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.492900013923645},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4115999937057495},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.3944000005722046},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32260000705718994},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2572999894618988}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.133498","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.133498","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"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":"Expert Systems with Applications","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":19,"referenced_works":["https://openalex.org/W4205228770","https://openalex.org/W4224227775","https://openalex.org/W4320717687","https://openalex.org/W4379113041","https://openalex.org/W4381620519","https://openalex.org/W4386570640","https://openalex.org/W4386767075","https://openalex.org/W4389454722","https://openalex.org/W4390664235","https://openalex.org/W4392768457","https://openalex.org/W4401282340","https://openalex.org/W4402334422","https://openalex.org/W4404147677","https://openalex.org/W4408507954","https://openalex.org/W4411968061","https://openalex.org/W4411987470","https://openalex.org/W4415069591","https://openalex.org/W4415796799","https://openalex.org/W7127183717"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-16T05:54:29.318815","created_date":"2026-07-02T00:00:00"}