{"id":"https://openalex.org/W4377971475","doi":"https://doi.org/10.1109/tnnls.2023.3270359","title":"Multicomponent Adversarial Domain Adaptation: A General Framework","display_name":"Multicomponent Adversarial Domain Adaptation: A General Framework","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4377971475","doi":"https://doi.org/10.1109/tnnls.2023.3270359","pmid":"https://pubmed.ncbi.nlm.nih.gov/37224350"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3270359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3270359","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5007839236","display_name":"Chang\u2019an Yi","orcid":"https://orcid.org/0000-0003-3955-9701"},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang\u2019an Yi","raw_affiliation_strings":["School of Electronic and Information Engineering, Foshan University, Foshan, China"],"raw_orcid":"https://orcid.org/0000-0003-3955-9701","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Foshan University, Foshan, China","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711877","display_name":"Haotian Chen","orcid":"https://orcid.org/0000-0001-5493-2549"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Chen","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","School of Mechatronic Engineering and Automation, Foshan University, Foshan, China","China-Singapore International Joint Research Institute, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5493-2549","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Foshan University, Foshan, China","institution_ids":["https://openalex.org/I14894300"]},{"raw_affiliation_string":"China-Singapore International Joint Research Institute, Guangzhou, China","institution_ids":[]}]},{"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, China","Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-1891-6186","affiliations":[{"raw_affiliation_string":"China-Singapore International Joint Research Institute, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605447","display_name":"Huanhuan Chen","orcid":"https://orcid.org/0000-0002-3918-384X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanhuan Chen","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","School of Mechatronic Engineering and Automation, Foshan University, Foshan, China"],"raw_orcid":"https://orcid.org/0000-0002-3918-384X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Foshan University, Foshan, China","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072988055","display_name":"Yong Liu","orcid":"https://orcid.org/0000-0001-9031-9696"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yong Liu","raw_affiliation_strings":["Alibaba-NTU Singapore Joint Research Institute and the Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University (NTU), Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9031-9696","affiliations":[{"raw_affiliation_string":"Alibaba-NTU Singapore Joint Research Institute and the Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University (NTU), Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108829243","display_name":"Haishu Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haishu Tan","raw_affiliation_strings":["School of Physics and Optoelectronic, Foshan University, Foshan, China"],"raw_orcid":"https://orcid.org/0000-0002-9843-344X","affiliations":[{"raw_affiliation_string":"School of Physics and Optoelectronic, Foshan University, Foshan, China","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060956246","display_name":"Yuguang Yan","orcid":"https://orcid.org/0000-0001-9879-4758"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuguang Yan","raw_affiliation_strings":["School of Computer, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9879-4758","affiliations":[{"raw_affiliation_string":"School of Computer, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064069283","display_name":"Han Yu","orcid":"https://orcid.org/0000-0001-6893-8650"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Han Yu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University (NTU), Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6893-8650","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University (NTU), Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6316,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86641884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"34","issue":"10","first_page":"6824","last_page":"6838"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994000196456909,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994000196456909,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9174000024795532,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12047","display_name":"Viral Infections and Vectors","score":0.9032999873161316,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7230622172355652},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.621296763420105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5896166563034058},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5839363932609558},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.506976842880249},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.5033778548240662},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.48784422874450684},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4767216742038727},{"id":"https://openalex.org/keywords/domain-engineering","display_name":"Domain engineering","score":0.4213869571685791},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4073939621448517},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.39380383491516113},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3506830334663391},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32290327548980713},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12683624029159546},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.12357887625694275}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7230622172355652},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.621296763420105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5896166563034058},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5839363932609558},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.506976842880249},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.5033778548240662},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.48784422874450684},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4767216742038727},{"id":"https://openalex.org/C5977032","wikidata":"https://www.wikidata.org/wiki/Q5289815","display_name":"Domain engineering","level":5,"score":0.4213869571685791},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4073939621448517},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.39380383491516113},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3506830334663391},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32290327548980713},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12683624029159546},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.12357887625694275},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnnls.2023.3270359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3270359","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:37224350","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37224350","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null},{"id":"pmh:oai:dr.ntu.edu.sg:10356/170572","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/170572","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1151043019","display_name":null,"funder_award_id":"ZR2022QF018","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G1540529280","display_name":null,"funder_award_id":"62206061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2017830435","display_name":null,"funder_award_id":"2022A1515010101","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G257195535","display_name":null,"funder_award_id":"2021YFF0900800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4998530995","display_name":null,"funder_award_id":"62271148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6227205815","display_name":"\u975e\u521a\u4f53\u4e09\u7ef4\u5f62\u72b6\u7684\u6df1\u5ea6\u7279\u5f81\u8868\u793a\u53ca\u68c0\u7d22\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61972091","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8381053675","display_name":null,"funder_award_id":"2022A1515011544","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320333622","display_name":"Fundamental Research Fund of Shandong University","ror":null},{"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":81,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W879220392","https://openalex.org/W1722318740","https://openalex.org/W1822439997","https://openalex.org/W2090923791","https://openalex.org/W2103851188","https://openalex.org/W2104094955","https://openalex.org/W2153353890","https://openalex.org/W2159291411","https://openalex.org/W2165698076","https://openalex.org/W2299668505","https://openalex.org/W2473930607","https://openalex.org/W2551868040","https://openalex.org/W2584009249","https://openalex.org/W2593768305","https://openalex.org/W2627183927","https://openalex.org/W2788768841","https://openalex.org/W2795155917","https://openalex.org/W2807841289","https://openalex.org/W2892341857","https://openalex.org/W2912213068","https://openalex.org/W2945328857","https://openalex.org/W2950536412","https://openalex.org/W2951939904","https://openalex.org/W2955172689","https://openalex.org/W2962793481","https://openalex.org/W2963150697","https://openalex.org/W2963486920","https://openalex.org/W2986381065","https://openalex.org/W2997310315","https://openalex.org/W2998115938","https://openalex.org/W3005485628","https://openalex.org/W3007508788","https://openalex.org/W3011573100","https://openalex.org/W3034461381","https://openalex.org/W3034738317","https://openalex.org/W3035000591","https://openalex.org/W3035235554","https://openalex.org/W3040216392","https://openalex.org/W3041133507","https://openalex.org/W3046403349","https://openalex.org/W3048804154","https://openalex.org/W3080610273","https://openalex.org/W3096831136","https://openalex.org/W3103736575","https://openalex.org/W3103921434","https://openalex.org/W3159770254","https://openalex.org/W3172269557","https://openalex.org/W3176130056","https://openalex.org/W3176720610","https://openalex.org/W3190654993","https://openalex.org/W3206154535","https://openalex.org/W3211698594","https://openalex.org/W3213646008","https://openalex.org/W3214142563","https://openalex.org/W3215233361","https://openalex.org/W4210258547","https://openalex.org/W4237397995","https://openalex.org/W4294068568","https://openalex.org/W4299518610","https://openalex.org/W4302286858","https://openalex.org/W4319299795","https://openalex.org/W6600949241","https://openalex.org/W6637618735","https://openalex.org/W6675410418","https://openalex.org/W6678814708","https://openalex.org/W6682132143","https://openalex.org/W6683633756","https://openalex.org/W6697673422","https://openalex.org/W6735204497","https://openalex.org/W6750109254","https://openalex.org/W6761507452","https://openalex.org/W6762753787","https://openalex.org/W6765246700","https://openalex.org/W6773946081","https://openalex.org/W6773992155","https://openalex.org/W6779253770","https://openalex.org/W6785482883","https://openalex.org/W6795911386","https://openalex.org/W6796741229","https://openalex.org/W6804119203"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W4246396837","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W2482350142","https://openalex.org/W1561927205","https://openalex.org/W3095487414","https://openalex.org/W4288048773","https://openalex.org/W2901026139","https://openalex.org/W2213679718"],"abstract_inverted_index":{"Domain":[0],"adaptation":[1],"(DA)":[2],"aims":[3],"to":[4,11,29,34,42,76,95,109,153],"transfer":[5],"knowledge":[6],"from":[7],"one":[8],"source":[9,105,161],"domain":[10,37,46,79,162],"another":[12],"different":[13,68],"but":[14],"related":[15,75],"target":[16,78,107,130,168,179],"domain.":[17,169],"The":[18],"mainstream":[19],"approach":[20],"embeds":[21],"adversarial":[22,50],"learning":[23,134],"into":[24],"deep":[25],"neural":[26],"networks":[27],"(DNNs)":[28],"either":[30],"learn":[31],"domain-invariant":[32],"features":[33],"reduce":[35],"the":[36,45,56,62,77,100,104,129,144,155,160,167,171,182],"discrepancy":[38],"or":[39],"generate":[40],"data":[41,58],"fill":[43],"in":[44,67,159,166],"gap.":[47],"However,":[48],"these":[49,114],"DA":[51],"(ADA)":[52],"approaches":[53],"mainly":[54],"consider":[55],"domain-level":[57,136,183],"distributions,":[59],"while":[60],"ignoring":[61],"differences":[63],"among":[64],"components":[65,71,102,173],"contained":[66],"domains.":[69],"Therefore,":[70],"that":[72,141,196],"are":[73,80,174],"not":[74,81],"filtered":[82,175],"out.":[83],"This":[84,126],"can":[85,185],"cause":[86],"a":[87,118,135,150],"negative":[88],"transfer.":[89,188],"In":[90,146],"addition,":[91],"it":[92],"is":[93],"difficult":[94],"make":[96],"full":[97],"use":[98],"of":[99],"relevant":[101,157],"between":[103],"and":[106,138],"domains":[108],"enhance":[110,186],"DA.":[111],"To":[112],"address":[113],"limitations,":[115],"we":[116],"propose":[117],"general":[119],"two-stage":[120],"framework,":[121],"named":[122],"multicomponent":[123],"ADA":[124],"(MCADA).":[125],"framework":[127],"trains":[128],"model":[131,137,142,184],"by":[132],"first":[133],"then":[139],"fine-tuning":[140,181],"at":[143],"component-level.":[145],"particular,":[147],"MCADA":[148,197],"constructs":[149],"bipartite":[151],"graph":[152],"find":[154],"most":[156],"component":[158,165],"for":[163,177],"each":[164,178],"Since":[170],"nonrelevant":[172],"out":[176],"component,":[180],"positive":[187],"Extensive":[189],"experiments":[190],"on":[191],"several":[192],"real-world":[193],"datasets":[194],"demonstrate":[195],"has":[198],"significant":[199],"advantages":[200],"over":[201],"state-of-the-art":[202],"methods.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
