{"id":"https://openalex.org/W4392745198","doi":"https://doi.org/10.1109/tcsvt.2024.3376720","title":"Partially View-Aligned Representation Learning via Cross-View Graph Contrastive Network","display_name":"Partially View-Aligned Representation Learning via Cross-View Graph Contrastive Network","publication_year":2024,"publication_date":"2024-03-13","ids":{"openalex":"https://openalex.org/W4392745198","doi":"https://doi.org/10.1109/tcsvt.2024.3376720"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3376720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3376720","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video 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/A5100377941","display_name":"Yiming Wang","orcid":"https://orcid.org/0000-0002-8765-7640"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiming Wang","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037345013","display_name":"Dongxia Chang","orcid":"https://orcid.org/0000-0002-9718-4277"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongxia Chang","raw_affiliation_strings":["Institute of Information Science, Beijing Jiaotong University, Beijing, China","Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102923156","display_name":"Zhiqiang Fu","orcid":"https://orcid.org/0000-0002-8756-6423"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]},{"id":"https://openalex.org/I874390226","display_name":"China Construction Bank","ror":"https://ror.org/00xkrw816","country_code":"CN","type":"other","lineage":["https://openalex.org/I874390226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Fu","raw_affiliation_strings":["China Construction Bank, Beijing, China","Institute of Information Science, Beijing Jiaotong University, Beijing, China","Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Construction Bank, Beijing, China","institution_ids":["https://openalex.org/I874390226"]},{"raw_affiliation_string":"Institute of Information Science, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017617923","display_name":"Jie Wen","orcid":"https://orcid.org/0000-0001-9554-2379"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wen","raw_affiliation_strings":["Shenzhen Key Laboratory of Visual Object Detection and Recognition, Harbin Institute of Technology, Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Visual Object Detection and Recognition, Harbin Institute of Technology, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100362745","display_name":"Yao Zhao","orcid":"https://orcid.org/0000-0002-8581-9554"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhao","raw_affiliation_strings":["Institute of Information Science, Beijing Jiaotong University, Beijing, China","Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100377941"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":6.2836,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.96839652,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"34","issue":"8","first_page":"7272","last_page":"7283"},"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":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"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":0.6799231767654419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5418267250061035},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4668498635292053},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4583866000175476},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4470583200454712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6799231767654419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5418267250061035},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4668498635292053},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4583866000175476},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4470583200454712},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3376720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3376720","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2782133125","display_name":null,"funder_award_id":"62272035","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1618905105","https://openalex.org/W1672347394","https://openalex.org/W1949478088","https://openalex.org/W2107034620","https://openalex.org/W2130055251","https://openalex.org/W2138621090","https://openalex.org/W2141261622","https://openalex.org/W2181159407","https://openalex.org/W2187089797","https://openalex.org/W2756626360","https://openalex.org/W2808646376","https://openalex.org/W2809299793","https://openalex.org/W2889274229","https://openalex.org/W2892816441","https://openalex.org/W2896005837","https://openalex.org/W2896169497","https://openalex.org/W2921065608","https://openalex.org/W2963764569","https://openalex.org/W2964199994","https://openalex.org/W2964809302","https://openalex.org/W2990198999","https://openalex.org/W2997591727","https://openalex.org/W2997739739","https://openalex.org/W3035524453","https://openalex.org/W3035725276","https://openalex.org/W3035751812","https://openalex.org/W3082819019","https://openalex.org/W3093207983","https://openalex.org/W3098802639","https://openalex.org/W3100993965","https://openalex.org/W3110854813","https://openalex.org/W3122451732","https://openalex.org/W3127635015","https://openalex.org/W3128918602","https://openalex.org/W3137030179","https://openalex.org/W3167015775","https://openalex.org/W3168316785","https://openalex.org/W3169978599","https://openalex.org/W3205485865","https://openalex.org/W4205489629","https://openalex.org/W4213304546","https://openalex.org/W4214510096","https://openalex.org/W4214544745","https://openalex.org/W4225674167","https://openalex.org/W4237723258","https://openalex.org/W4298289240","https://openalex.org/W4362496196","https://openalex.org/W4372348426","https://openalex.org/W4379929708","https://openalex.org/W4386281066","https://openalex.org/W4390873156","https://openalex.org/W6631216910","https://openalex.org/W6636501900","https://openalex.org/W6637568146","https://openalex.org/W6639103823","https://openalex.org/W6668990524","https://openalex.org/W6680922216","https://openalex.org/W6682948231","https://openalex.org/W6777179611","https://openalex.org/W6785760900"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Multi-view":[0],"representation":[1,55,92],"learning,":[2],"aimed":[3],"at":[4],"uncovering":[5],"the":[6,33,42,52,115,122,125,132,141,156,161],"inherent":[7],"structure":[8],"within":[9],"multi-view":[10,60,73,91,151],"data,":[11,61],"has":[12],"developed":[13],"rapidly":[14],"in":[15],"recent":[16],"years.":[17],"In":[18],"practice,":[19],"due":[20],"to":[21,41,75,87,101,113,121,135],"temporal":[22],"and":[23,78,145,158],"spatial":[24],"desynchronization,":[25],"it":[26],"is":[27,35],"common":[28],"that":[29],"only":[30],"part":[31],"of":[32,54,117,143,160],"data":[34,77],"aligned":[36],"between":[37],"views,":[38],"which":[39,71],"leads":[40],"<italic":[43],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[44],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Partial":[45],"View":[46],"Alignment</i>":[47],"(PVA)":[48],"problem.":[49],"To":[50],"address":[51],"challenge":[53],"learning":[56,69,93,96,111,116],"on":[57,148],"partially":[58],"view-aligned":[59],"we":[62,105],"propose":[63],"a":[64,107],"new":[65],"cross-view":[66,108],"graph":[67,109],"contrastive":[68,110],"network,":[70],"integrates":[72],"information":[74],"align":[76],"learn":[79],"latent":[80],"representations.":[81,99,119],"First,":[82],"view-specific":[83],"autoencoders":[84],"are":[85],"used":[86],"construct":[88],"an":[89],"end-to-end":[90],"framework":[94],"for":[95],"specific":[97],"view":[98,133],"Furthermore,":[100],"achieve":[102],"cluster-level":[103,127],"alignment,":[104],"introduce":[106],"module":[112],"guide":[114],"discriminative":[118],"Compared":[120],"existing":[123],"methods,":[124],"proposed":[126,162],"alignment":[128,134],"method":[129],"successfully":[130],"extends":[131],"more":[136],"than":[137],"two":[138],"views.":[139],"Meanwhile,":[140],"results":[142],"clustering":[144],"classification":[146],"experiments":[147],"several":[149],"popular":[150],"datasets":[152],"can":[153],"also":[154],"illustrate":[155],"effectiveness":[157],"superiority":[159],"method.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}