{"id":"https://openalex.org/W4408979274","doi":"https://doi.org/10.1007/s11390-024-4465-x","title":"Domain Adaptation for Graph Representation Learning: Challenges, Progress, and Prospects","display_name":"Domain Adaptation for Graph Representation Learning: Challenges, Progress, and Prospects","publication_year":2025,"publication_date":"2025-03-01","ids":{"openalex":"https://openalex.org/W4408979274","doi":"https://doi.org/10.1007/s11390-024-4465-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11390-024-4465-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11390-024-4465-x","pdf_url":null,"source":{"id":"https://openalex.org/S161516442","display_name":"Journal of Computer Science and Technology","issn_l":"1000-9000","issn":["1000-9000","1860-4749"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science and Technology","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/A5030229690","display_name":"Boshen Shi","orcid":"https://orcid.org/0000-0003-4908-3444"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo-Shen Shi","raw_affiliation_strings":["Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","University of Chinese Academy of Sciences, Beijing, China","University of Chinese Academy of Sciences {shiboshen19s, wangyongqing,","CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences {shiboshen19s, wangyongqing,","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673734","display_name":"Yongqing Wang","orcid":"https://orcid.org/0000-0002-0480-5477"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong-Qing Wang","raw_affiliation_strings":["Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]},{"raw_affiliation_string":"CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054549656","display_name":"Fangda Guo","orcid":"https://orcid.org/0000-0003-2401-6499"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang-Da Guo","raw_affiliation_strings":["Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]},{"raw_affiliation_string":"CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085004284","display_name":"Bing\u2010Bing Xu","orcid":"https://orcid.org/0000-0001-8493-342X"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing-Bing Xu","raw_affiliation_strings":["Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]},{"raw_affiliation_string":"CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047897879","display_name":"Huawei Shen","orcid":"https://orcid.org/0000-0002-1081-8119"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua-Wei Shen","raw_affiliation_strings":["Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","University of Chinese Academy of Sciences, Beijing, China","University of Chinese Academy of Sciences {shiboshen19s, wangyongqing,","CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences {shiboshen19s, wangyongqing,","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS","institution_ids":["https://openalex.org/I4210090176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036544715","display_name":"Xueqi Cheng","orcid":"https://orcid.org/0009-0009-3990-4414"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue-Qi Cheng","raw_affiliation_strings":["Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","University of Chinese Academy of Sciences, Beijing, China","University of Chinese Academy of Sciences {shiboshen19s, wangyongqing,","CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences {shiboshen19s, wangyongqing,","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"CAS Key Laboratory of AI Safety&Security, Institute of Computing Technology, CAS","institution_ids":["https://openalex.org/I4210090176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100673734"],"corresponding_institution_ids":["https://openalex.org/I4210090176"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":12.564,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.98406663,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"40","issue":"2","first_page":"283","last_page":"300"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9976000189781189,"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":0.9958000183105469,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8396002054214478},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.7452120780944824},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6499035358428955},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5976656675338745},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5492576956748962},{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.5443934202194214},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4918200969696045},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4816974103450775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.357097327709198},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16499468684196472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08747729659080505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8396002054214478},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.7452120780944824},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6499035358428955},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5976656675338745},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5492576956748962},{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.5443934202194214},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4918200969696045},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4816974103450775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.357097327709198},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16499468684196472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08747729659080505},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11390-024-4465-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11390-024-4465-x","pdf_url":null,"source":{"id":"https://openalex.org/S161516442","display_name":"Journal of Computer Science and Technology","issn_l":"1000-9000","issn":["1000-9000","1860-4749"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science and Technology","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":60,"referenced_works":["https://openalex.org/W2150256170","https://openalex.org/W2165698076","https://openalex.org/W2911495555","https://openalex.org/W2965115497","https://openalex.org/W2966145398","https://openalex.org/W2973462494","https://openalex.org/W2986381065","https://openalex.org/W2997964288","https://openalex.org/W3012644407","https://openalex.org/W3014788410","https://openalex.org/W3033623365","https://openalex.org/W3035237680","https://openalex.org/W3035510274","https://openalex.org/W3041133507","https://openalex.org/W3094484861","https://openalex.org/W3096209122","https://openalex.org/W3096541549","https://openalex.org/W3152507776","https://openalex.org/W3160872503","https://openalex.org/W3168650020","https://openalex.org/W3201435848","https://openalex.org/W3203166992","https://openalex.org/W3210196152","https://openalex.org/W3215602976","https://openalex.org/W4206453098","https://openalex.org/W4226147909","https://openalex.org/W4284679479","https://openalex.org/W4290875296","https://openalex.org/W4290944372","https://openalex.org/W4290945215","https://openalex.org/W4293057355","https://openalex.org/W4293208537","https://openalex.org/W4296639594","https://openalex.org/W4304092609","https://openalex.org/W4306317717","https://openalex.org/W4312106327","https://openalex.org/W4327644595","https://openalex.org/W4365794906","https://openalex.org/W4367840648","https://openalex.org/W4382203112","https://openalex.org/W4382239704","https://openalex.org/W4382239841","https://openalex.org/W4384080092","https://openalex.org/W4384696429","https://openalex.org/W4385387978","https://openalex.org/W4385768091","https://openalex.org/W4386043947","https://openalex.org/W4386083210","https://openalex.org/W4386609140","https://openalex.org/W4387846272","https://openalex.org/W4387848735","https://openalex.org/W4387968474","https://openalex.org/W4387969028","https://openalex.org/W4387969518","https://openalex.org/W4388545228","https://openalex.org/W4391583902","https://openalex.org/W4392518011","https://openalex.org/W4393153319","https://openalex.org/W4399768823","https://openalex.org/W4401023729"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W3203792196","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-03-31T00:00:00"}