{"id":"https://openalex.org/W4377971427","doi":"https://doi.org/10.1109/tnnls.2023.3274230","title":"QDN: A Quadruplet Distributor Network for Temporal Knowledge Graph Completion","display_name":"QDN: A Quadruplet Distributor Network for Temporal Knowledge Graph Completion","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4377971427","doi":"https://doi.org/10.1109/tnnls.2023.3274230","pmid":"https://pubmed.ncbi.nlm.nih.gov/37224351"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3274230","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3274230","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/A5010757894","display_name":"Jiapu Wang","orcid":"https://orcid.org/0000-0001-7639-5289"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiapu Wang","raw_affiliation_strings":["Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091545406","display_name":"Boyue Wang","orcid":"https://orcid.org/0000-0002-2677-8342"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyue Wang","raw_affiliation_strings":["Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015817857","display_name":"Junbin Gao","orcid":"https://orcid.org/0000-0001-9803-0256"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Junbin Gao","raw_affiliation_strings":["Discipline of Business Analytics, University of Sydney Business School, The University of Sydney, Sydney, Sydney, NSW, Australia","Discipline of Business Analytics, University of Sydney Business School, The University of Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Discipline of Business Analytics, University of Sydney Business School, The University of Sydney, Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Discipline of Business Analytics, University of Sydney Business School, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014727866","display_name":"Xiaoyan Li","orcid":"https://orcid.org/0000-0003-1536-4264"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Li","raw_affiliation_strings":["Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027329007","display_name":"Yongli Hu","orcid":"https://orcid.org/0000-0003-0440-438X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongli Hu","raw_affiliation_strings":["Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020527092","display_name":"Baocai Yin","orcid":"https://orcid.org/0000-0003-3121-1823"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baocai Yin","raw_affiliation_strings":["Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010757894"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":2.4355,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90932455,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"35","issue":"10","first_page":"14018","last_page":"14030"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9997000098228455,"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":0.9997000098228455,"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/T10028","display_name":"Topic Modeling","score":0.9969000220298767,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/timestamp","display_name":"Timestamp","score":0.8689917325973511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7520513534545898},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5730118751525879},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.5015935897827148},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.44854962825775146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4410701096057892},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.43296974897384644},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2985686659812927},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09424540400505066}],"concepts":[{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.8689917325973511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7520513534545898},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5730118751525879},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.5015935897827148},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.44854962825775146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4410701096057892},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.43296974897384644},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2985686659812927},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09424540400505066},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2023.3274230","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3274230","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:37224351","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37224351","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1098515591","display_name":null,"funder_award_id":"62272015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6077705658","display_name":null,"funder_award_id":"2021ZD0111902","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6212863906","display_name":null,"funder_award_id":"U21B2038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7744321187","display_name":null,"funder_award_id":"U19B2039","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"},{"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":40,"referenced_works":["https://openalex.org/W1507806757","https://openalex.org/W1986321089","https://openalex.org/W1989314289","https://openalex.org/W2000411838","https://openalex.org/W2184957013","https://openalex.org/W2283196293","https://openalex.org/W2295739661","https://openalex.org/W2604314403","https://openalex.org/W2728059831","https://openalex.org/W2798864014","https://openalex.org/W2889782235","https://openalex.org/W2890410208","https://openalex.org/W2910396842","https://openalex.org/W2914592219","https://openalex.org/W2963150162","https://openalex.org/W2998528434","https://openalex.org/W3003265726","https://openalex.org/W3038934320","https://openalex.org/W3100254008","https://openalex.org/W3106844781","https://openalex.org/W3115318530","https://openalex.org/W3129758539","https://openalex.org/W3167316272","https://openalex.org/W3175405178","https://openalex.org/W3197064582","https://openalex.org/W3199561489","https://openalex.org/W4225157436","https://openalex.org/W4252707176","https://openalex.org/W4289752563","https://openalex.org/W6608344535","https://openalex.org/W6622957738","https://openalex.org/W6631964550","https://openalex.org/W6678830454","https://openalex.org/W6718112784","https://openalex.org/W6747772516","https://openalex.org/W6751747387","https://openalex.org/W6771929373","https://openalex.org/W6779408555","https://openalex.org/W6780896692","https://openalex.org/W6867907617"],"related_works":["https://openalex.org/W2060561905","https://openalex.org/W1417711376","https://openalex.org/W2579899204","https://openalex.org/W2574209248","https://openalex.org/W2884490506","https://openalex.org/W2483088531","https://openalex.org/W2294686723","https://openalex.org/W2601871130","https://openalex.org/W2950359320","https://openalex.org/W2112128729"],"abstract_inverted_index":{"Temporal":[0,200],"knowledge":[1,12],"graph":[2,13],"completion":[3,14],"(TKGC)":[4],"is":[5,140],"an":[6,54],"extension":[7],"of":[8,32,62,105,192],"the":[9,18,26,30,33,37,40,49,59,67,73,95,103,117,121,125,133,149,153,157,180,184],"traditional":[10],"static":[11],"(SKGC)":[15],"by":[16,35],"introducing":[17],"timestamp.":[19],"The":[20,189],"existing":[21,185],"TKGC":[22,92,158,187],"methods":[23,46],"generally":[24],"translate":[25],"original":[27],"quadruplet":[28,96],"to":[29,47,72,114,123,152,155],"form":[31],"triplet":[34],"integrating":[36,55],"timestamp":[38],"into":[39],"entity/relation,":[41],"and":[42,65,78,108,119,128,138],"then":[43],"use":[44],"SKGC":[45],"infer":[48],"missing":[50],"item.":[51],"However,":[52],"such":[53],"operation":[56],"largely":[57],"limits":[58],"expressive":[60],"ability":[61],"temporal":[63,166,174],"information":[64,126],"ignores":[66],"semantic":[68],"loss":[69],"problem":[70],"due":[71],"fact":[74],"that":[75,168,179],"entities,":[76,106,136],"relations,":[77,107,137],"timestamps":[79,109,139],"are":[80,195],"located":[81],"in":[82,110],"different":[83],"spaces.":[84],"In":[85],"this":[86,193],"article,":[87],"we":[88,162],"propose":[89],"a":[90,143,164,170],"novel":[91,144,165],"method":[93,182],"called":[94],"distributor":[97],"network":[98],"(QDN),":[99],"which":[100,147],"independently":[101],"models":[102],"embeddings":[104],"their":[111],"specific":[112],"spaces":[113],"fully":[115],"capture":[116],"semantics":[118],"builds":[120],"QD":[122],"facilitate":[124],"aggregation":[127],"distribution":[129],"among":[130,135],"them.":[131],"Furthermore,":[132],"interaction":[134],"integrated":[141],"using":[142],"quadruplet-specific":[145],"decoder,":[146],"stretches":[148],"third-order":[150],"tensor":[151],"fourth-order":[154],"satisfy":[156],"criterion.":[159],"Equally":[160],"important,":[161],"design":[163],"regularization":[167],"imposes":[169],"smoothness":[171],"constraint":[172],"on":[173],"embeddings.":[175],"Experimental":[176],"results":[177],"show":[178],"proposed":[181],"outperforms":[183],"state-of-the-art":[186],"methods.":[188],"source":[190],"codes":[191],"article":[194],"available":[196],"at":[197],"https://github.com/QDN":[198],"for":[199],"Knowledge":[201],"Graph":[202],"Completion.git.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
