{"id":"https://openalex.org/W4392543743","doi":"https://doi.org/10.1109/tmm.2024.3374579","title":"Generative Essential Graph Convolutional Network for Multi-View Semi-Supervised Classification","display_name":"Generative Essential Graph Convolutional Network for Multi-View Semi-Supervised Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392543743","doi":"https://doi.org/10.1109/tmm.2024.3374579"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3374579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3374579","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5023284940","display_name":"Jielong Lu","orcid":"https://orcid.org/0009-0008-4732-9686"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jielong Lu","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China","Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0009-0008-4732-9686","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023510892","display_name":"Zhihao Wu","orcid":"https://orcid.org/0000-0001-5835-9903"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Wu","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China","Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5835-9903","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068046629","display_name":"Luying Zhong","orcid":"https://orcid.org/0009-0007-9960-5382"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luying Zhong","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China","Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0009-0007-9960-5382","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084849129","display_name":"Zhaoliang Chen","orcid":"https://orcid.org/0000-0002-7832-908X"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoliang Chen","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China","Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7832-908X","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058078141","display_name":"Hong Zhao","orcid":"https://orcid.org/0000-0001-9339-1829"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zhao","raw_affiliation_strings":["School of Computer Science, Minnan Normal University, Zhangzhou, China","School of Computer Science, Minnan Normal University, Zhangzhou, Fujian, China","Key Laboratory of Data Science and Intelligence Application, Minnan Normal University, Zhangzhou, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0001-9339-1829","affiliations":[{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, Fujian, China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Minnan Normal University, Zhangzhou, Fujian, China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100604225","display_name":"Shiping Wang","orcid":"https://orcid.org/0000-0001-5195-9682"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiping Wang","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China","Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5195-9682","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Metro, Fujian Province University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.499,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.98941586,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"26","issue":null,"first_page":"7987","last_page":"7999"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9990000128746033,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9988999962806702,"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/T10057","display_name":"Face and Expression Recognition","score":0.9973000288009644,"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":0.8621622323989868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6175943613052368},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.559838593006134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.501666784286499},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4454803168773651},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35536015033721924},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23133006691932678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8621622323989868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6175943613052368},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.559838593006134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.501666784286499},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4454803168773651},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35536015033721924},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23133006691932678}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3374579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3374579","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2979006455","display_name":null,"funder_award_id":"62276065","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3794798619","display_name":null,"funder_award_id":"U21A20472","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1201875361","https://openalex.org/W2086971086","https://openalex.org/W2418258728","https://openalex.org/W2672266311","https://openalex.org/W2810594911","https://openalex.org/W2894142921","https://openalex.org/W2900928715","https://openalex.org/W2940457086","https://openalex.org/W2945827670","https://openalex.org/W2950777612","https://openalex.org/W2963076818","https://openalex.org/W2968891686","https://openalex.org/W2983762999","https://openalex.org/W2996771119","https://openalex.org/W2996835428","https://openalex.org/W2997739739","https://openalex.org/W2997969890","https://openalex.org/W2998358581","https://openalex.org/W2998662521","https://openalex.org/W3006634967","https://openalex.org/W3010501594","https://openalex.org/W3034471508","https://openalex.org/W3045200674","https://openalex.org/W3100278010","https://openalex.org/W3130560132","https://openalex.org/W3160988939","https://openalex.org/W3165231040","https://openalex.org/W3174905206","https://openalex.org/W3181419498","https://openalex.org/W3191867763","https://openalex.org/W3195822539","https://openalex.org/W3199576129","https://openalex.org/W3204096038","https://openalex.org/W3208922547","https://openalex.org/W4214876032","https://openalex.org/W4220873374","https://openalex.org/W4285117216","https://openalex.org/W4290713716","https://openalex.org/W4293152947","https://openalex.org/W4304098891","https://openalex.org/W4310595044","https://openalex.org/W4321113904","https://openalex.org/W4323914306","https://openalex.org/W4360770799","https://openalex.org/W4375801803","https://openalex.org/W4378805033","https://openalex.org/W4382202985","https://openalex.org/W4382239875","https://openalex.org/W4385318959","https://openalex.org/W4386648881","https://openalex.org/W4390971294","https://openalex.org/W6602569864","https://openalex.org/W6639103823","https://openalex.org/W6726873649","https://openalex.org/W6748856961","https://openalex.org/W6762833281","https://openalex.org/W6779961489","https://openalex.org/W6797333116","https://openalex.org/W6840404458"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":{"Multi-view":[0],"learning":[1,11],"is":[2,116,139],"a":[3,62,83,111,120,148,153],"promising":[4],"research":[5],"field":[6],"that":[7],"aims":[8],"to":[9,21,71,158],"enhance":[10],"performance":[12],"by":[13,118],"integrating":[14],"information":[15,48],"from":[16,49,123],"diverse":[17],"data":[18],"perspectives.":[19],"Due":[20],"the":[22,59,67,72,78,98,124,130,133,160,169],"increasing":[23],"interest":[24],"in":[25,46],"graph":[26,34,69,88,105,122,138,149,161],"neural":[27],"networks,":[28],"researchers":[29],"have":[30],"gradually":[31],"incorporated":[32],"various":[33],"models":[35],"into":[36,128],"multi-view":[37,92],"learning.":[38],"Despite":[39],"significant":[40],"progress,":[41],"current":[42],"methods":[43],"face":[44],"challenges":[45],"extracting":[47,119],"multiple":[50],"graphs":[51],"while":[52],"simultaneously":[53],"accommodating":[54],"specific":[55],"downstream":[56],"tasks.":[57,144],"Additionally,":[58],"lack":[60],"of":[61,74,100,132,171],"subsequent":[63],"refinement":[64],"process":[65],"for":[66,91],"learned":[68,137],"leads":[70],"incorporation":[73],"noise.":[75],"To":[76],"address":[77],"aforementioned":[79],"issues,":[80],"we":[81,146],"propose":[82],"method":[84],"named":[85],"generative":[86],"essential":[87],"convolutional":[89,150],"network":[90,151],"semi-supervised":[93],"classification.":[94],"Our":[95],"approach":[96],"integrates":[97],"extraction":[99],"multi-graph":[101],"consistency":[102],"and":[103,107],"complementarity,":[104],"refinement,":[106],"classification":[108],"tasks":[109],"within":[110],"comprehensive":[112],"optimization":[113],"framework.":[114],"This":[115],"accomplished":[117],"consistent":[121],"shared":[125],"representation,":[126],"taking":[127],"account":[129],"complementarity":[131],"original":[134],"topologies.":[135],"The":[136],"then":[140],"optimized":[141],"through":[142],"downstream-specific":[143],"Finally,":[145],"employ":[147],"with":[152],"learnable":[154],"threshold":[155],"shrinkage":[156],"function":[157],"acquire":[159],"embedding.":[162],"Experimental":[163],"results":[164],"on":[165],"benchmark":[166],"datasets":[167],"demonstrate":[168],"effectiveness":[170],"our":[172],"approach.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":11}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}