{"id":"https://openalex.org/W4393032522","doi":"https://doi.org/10.1109/tetci.2024.3371214","title":"Multi-Relation Augmentation for Graph Neural Networks","display_name":"Multi-Relation Augmentation for Graph Neural Networks","publication_year":2024,"publication_date":"2024-03-21","ids":{"openalex":"https://openalex.org/W4393032522","doi":"https://doi.org/10.1109/tetci.2024.3371214"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3371214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3371214","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5042079993","display_name":"Shunxin Xiao","orcid":"https://orcid.org/0000-0003-1187-8719"},"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":true,"raw_author_name":"Shunxin Xiao","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China","the Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1187-8719","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"the Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036978677","display_name":"Huibin Lin","orcid":"https://orcid.org/0000-0002-7774-7722"},"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":"Huibin Lin","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China","the Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7774-7722","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"the Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103067157","display_name":"Jianwen Wang","orcid":"https://orcid.org/0000-0001-7603-1581"},"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":"Jianwen Wang","raw_affiliation_strings":["College of Computer and Data Science, Fuzhou University, Fuzhou, China","the Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7603-1581","affiliations":[{"raw_affiliation_string":"College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"the Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079389901","display_name":"Xiaolong Qin","orcid":"https://orcid.org/0000-0002-3381-8525"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Qin","raw_affiliation_strings":["Department of Mathematics, Hangzhou Normal University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3381-8525","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"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","the Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou 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":"the Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042079993"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":1.275,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82032338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"8","issue":"5","first_page":"3614","last_page":"3627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9453999996185303,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9453999996185303,"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/T10320","display_name":"Neural Networks and Applications","score":0.9286999702453613,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9165999889373779,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5795960426330566},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5333521366119385},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5047475099563599},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48298683762550354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3439403772354126},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.259366512298584},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1616654098033905}],"concepts":[{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5795960426330566},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5333521366119385},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5047475099563599},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48298683762550354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3439403772354126},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.259366512298584},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1616654098033905}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3371214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3371214","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2027731328","https://openalex.org/W2110798204","https://openalex.org/W2153959628","https://openalex.org/W2741943936","https://openalex.org/W2911286998","https://openalex.org/W2949676527","https://openalex.org/W2949736877","https://openalex.org/W2992308087","https://openalex.org/W2997574889","https://openalex.org/W2998235597","https://openalex.org/W2998508940","https://openalex.org/W3004946360","https://openalex.org/W3009561768","https://openalex.org/W3011667710","https://openalex.org/W3012918605","https://openalex.org/W3035682985","https://openalex.org/W3035739162","https://openalex.org/W3095746859","https://openalex.org/W3101709902","https://openalex.org/W3154503084","https://openalex.org/W3173292968","https://openalex.org/W3190214286","https://openalex.org/W4206943636","https://openalex.org/W4220942341","https://openalex.org/W4285157402","https://openalex.org/W4285601729","https://openalex.org/W4293208537","https://openalex.org/W4312644341","https://openalex.org/W4322614756","https://openalex.org/W4380303551","https://openalex.org/W6681096077","https://openalex.org/W6685380521","https://openalex.org/W6726873649","https://openalex.org/W6727654133","https://openalex.org/W6730084236","https://openalex.org/W6746313456","https://openalex.org/W6760001035","https://openalex.org/W6770979763","https://openalex.org/W6774670964","https://openalex.org/W6776700526","https://openalex.org/W6779518175","https://openalex.org/W6779961489","https://openalex.org/W6784694379","https://openalex.org/W6801081114","https://openalex.org/W6804547949"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4234874385","https://openalex.org/W2390279801","https://openalex.org/W2323648130","https://openalex.org/W2358668433","https://openalex.org/W2157140558","https://openalex.org/W2376932109","https://openalex.org/W2378782423","https://openalex.org/W2001405890","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Data":[0],"augmentation":[1,38,89,93,129,204],"has":[2],"been":[3,49],"successfully":[4],"utilized":[5],"to":[6,40,61,110,164,175],"refine":[7],"the":[8,22,71,75,104,124,156,165,168,187,202,207],"generalization":[9],"capability":[10],"and":[11,18,145,159,219],"performance":[12,208],"of":[13,32,52,122,209],"learning":[14,43,152,178,193],"algorithms":[15],"in":[16,74],"image":[17],"text":[19],"analysis.":[20],"With":[21],"rising":[23],"focus":[24],"on":[25,197,214],"graph":[26,42,97,158,177,211],"neural":[27,98,212],"networks,":[28],"an":[29],"increasing":[30],"number":[31],"researchers":[33],"are":[34,54],"employing":[35],"various":[36,108,176,191],"data":[37,88],"approaches":[39],"improve":[41],"techniques.":[44],"Although":[45],"significant":[46],"improvements":[47],"have":[48],"made,":[50],"most":[51],"them":[53],"implemented":[55],"by":[56],"manipulating":[57,123],"nodes":[58,117],"or":[59],"edges":[60],"generate":[62],"modified":[63],"graphs":[64],"as":[65,118,134],"augmented":[66,119,161],"views,":[67],"which":[68],"might":[69],"lose":[70],"information":[72],"hidden":[73],"input":[76],"data.":[77],"To":[78],"address":[79],"this":[80],"issue,":[81],"we":[82],"propose":[83],"a":[84,149],"simple":[85],"but":[86],"effective":[87],"framework":[90,130,153,189,205],"termed":[91],"multi-relation":[92],"designed":[94,105,182],"for":[95,154,190,231],"existing":[96,210],"networks.":[99],"Different":[100],"from":[101],"prior":[102],"works,":[103],"model":[106],"utilizes":[107],"methods":[109],"simulate":[111],"multiple":[112,226],"adjacency":[113],"relationships":[114],"(multi-relation)":[115],"among":[116],"views":[120],"instead":[121],"original":[125,157],"graph.":[126],"The":[127,142,181],"proposed":[128,169,188],"can":[131,171],"be":[132,172],"formulated":[133],"three":[135],"sub-modules,":[136],"each":[137],"offering":[138],"distinct":[139],"advantages:":[140],"1)":[141],"encoder":[143],"module":[144,147,184],"projection":[146],"form":[148],"shared":[150,166],"contrastive":[151],"both":[155,215],"all":[160],"views.":[162],"Due":[163],"mechanism,":[167],"method":[170],"simply":[173],"applied":[174],"models.":[179],"2)":[180],"task-specific":[183],"flexibly":[185],"extends":[186],"machine":[192],"tasks.":[194,222],"Experimental":[195],"results":[196],"several":[198],"databases":[199],"show":[200],"that":[201,225],"introduced":[203],"improves":[206],"networks":[213],"semi-supervised":[216],"node":[217],"classification":[218],"unsupervised":[220],"clustering":[221],"It":[223],"demonstrates":[224],"relations":[227],"mechanism":[228],"is":[229],"efficient":[230],"graph-based":[232],"augmentation.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}