{"id":"https://openalex.org/W4376485839","doi":"https://doi.org/10.1007/978-981-99-2356-4_31","title":"Towards Heterogeneous Federated Learning","display_name":"Towards Heterogeneous Federated Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4376485839","doi":"https://doi.org/10.1007/978-981-99-2356-4_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-2356-4_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-2356-4_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5102997457","display_name":"Yue Huang","orcid":"https://orcid.org/0009-0001-6506-481X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Huang","raw_affiliation_strings":["College of Software, Shandong University, Jinan, 250101, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Shandong University, Jinan, 250101, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017102724","display_name":"Yonghui Xu","orcid":"https://orcid.org/0000-0002-1891-6186"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghui Xu","raw_affiliation_strings":["China-Singapore International Joint Research Institute, Guangzhou, 510663, China","Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, 250101, China"],"affiliations":[{"raw_affiliation_string":"China-Singapore International Joint Research Institute, Guangzhou, 510663, China","institution_ids":[]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, 250101, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101811853","display_name":"Lanju Kong","orcid":"https://orcid.org/0000-0002-8118-9508"},"institutions":[{"id":"https://openalex.org/I4210093776","display_name":"DHC Software (China)","ror":"https://ror.org/00kn8e190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093776"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanju Kong","raw_affiliation_strings":["College of Software, Shandong University, Jinan, 250101, China","Dareway Software Co., Ltd., Jinan, 250200, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Shandong University, Jinan, 250101, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Dareway Software Co., Ltd., Jinan, 250200, China","institution_ids":["https://openalex.org/I4210093776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746647","display_name":"Qingzhong Li","orcid":"https://orcid.org/0000-0003-3698-0808"},"institutions":[{"id":"https://openalex.org/I4210093776","display_name":"DHC Software (China)","ror":"https://ror.org/00kn8e190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093776"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingzhong Li","raw_affiliation_strings":["College of Software, Shandong University, Jinan, 250101, China","Dareway Software Co., Ltd., Jinan, 250200, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Shandong University, Jinan, 250101, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Dareway Software Co., Ltd., Jinan, 250200, China","institution_ids":["https://openalex.org/I4210093776"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101414718","display_name":"Lizhen Cui","orcid":"https://orcid.org/0000-0002-8262-8883"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhen Cui","raw_affiliation_strings":["College of Software, Shandong University, Jinan, 250101, China","Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, 250101, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Shandong University, Jinan, 250101, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, 250101, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102997457"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":0.5332,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62697104,"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":"390","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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":0.9980999827384949,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9957000017166138,"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":0.6086331009864807},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4200010299682617},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37130582332611084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6086331009864807},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4200010299682617},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37130582332611084}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-2356-4_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-2356-4_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1834627138","https://openalex.org/W1978736542","https://openalex.org/W2112796928","https://openalex.org/W2122888889","https://openalex.org/W2592232824","https://openalex.org/W2627183927","https://openalex.org/W2734358244","https://openalex.org/W2763549966","https://openalex.org/W2767079719","https://openalex.org/W2798651459","https://openalex.org/W2918225995","https://openalex.org/W2963456518","https://openalex.org/W2963540401","https://openalex.org/W3002330681","https://openalex.org/W3007720613","https://openalex.org/W3013124972","https://openalex.org/W3021654819","https://openalex.org/W3047380981","https://openalex.org/W3106455851","https://openalex.org/W3118608800","https://openalex.org/W3120485916","https://openalex.org/W3152952112","https://openalex.org/W3161976591","https://openalex.org/W3167470315","https://openalex.org/W3191782051","https://openalex.org/W3194243671","https://openalex.org/W3194685608","https://openalex.org/W3197915999","https://openalex.org/W3199079404","https://openalex.org/W3203503583","https://openalex.org/W3203913075","https://openalex.org/W3211040691","https://openalex.org/W3211791834","https://openalex.org/W3214721897","https://openalex.org/W4200580682","https://openalex.org/W4205461913","https://openalex.org/W4206728481","https://openalex.org/W4210368049","https://openalex.org/W4210446603","https://openalex.org/W4210638890","https://openalex.org/W4211099356","https://openalex.org/W4220934571","https://openalex.org/W4225108136","https://openalex.org/W4280591108","https://openalex.org/W4280621454","https://openalex.org/W4283796083","https://openalex.org/W4285601829","https://openalex.org/W4285603347","https://openalex.org/W4310633849","https://openalex.org/W4320497999","https://openalex.org/W6600100092","https://openalex.org/W6600175266","https://openalex.org/W6600281463","https://openalex.org/W6600424091","https://openalex.org/W6600439775","https://openalex.org/W6600679772","https://openalex.org/W6601449391"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}