{"id":"https://openalex.org/W4407782611","doi":"https://doi.org/10.1109/tkde.2025.3544255","title":"Transfer-and-Fusion: Integrated Link Prediction Across Knowledge Graphs","display_name":"Transfer-and-Fusion: Integrated Link Prediction Across Knowledge Graphs","publication_year":2025,"publication_date":"2025-02-20","ids":{"openalex":"https://openalex.org/W4407782611","doi":"https://doi.org/10.1109/tkde.2025.3544255"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2025.3544255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2025.3544255","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","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/A5087187702","display_name":"Yuanning Cui","orcid":"https://orcid.org/0000-0002-9113-0155"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanning Cui","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-9113-0155","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101848528","display_name":"Zequn Sun","orcid":"https://orcid.org/0000-0003-4177-9199"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zequn Sun","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-4177-9199","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100727084","display_name":"Wei Hu","orcid":"https://orcid.org/0000-0003-3635-6335"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Hu","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3635-6335","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":12.2824,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.98296357,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"37","issue":"5","first_page":"3062","last_page":"3074"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9958000183105469,"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":0.9958000183105469,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9272000193595886,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7166692018508911},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.6062960624694824},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.4583004117012024},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4506925046443939},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4165940582752228},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3874218761920929},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1171579658985138},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.11711013317108154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7166692018508911},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.6062960624694824},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.4583004117012024},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4506925046443939},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4165940582752228},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3874218761920929},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1171579658985138},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.11711013317108154},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2025.3544255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2025.3544255","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3137102087","display_name":null,"funder_award_id":"62272219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5424620748","display_name":null,"funder_award_id":"62406136","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":51,"referenced_works":["https://openalex.org/W1552847225","https://openalex.org/W2080133951","https://openalex.org/W2094728533","https://openalex.org/W2151502664","https://openalex.org/W2184957013","https://openalex.org/W2250342289","https://openalex.org/W2283196293","https://openalex.org/W2551361256","https://openalex.org/W2728059831","https://openalex.org/W2759136286","https://openalex.org/W2890187992","https://openalex.org/W2945623882","https://openalex.org/W2951105272","https://openalex.org/W2997062749","https://openalex.org/W3003265726","https://openalex.org/W3012000912","https://openalex.org/W3082429057","https://openalex.org/W3099384160","https://openalex.org/W3120491054","https://openalex.org/W3129758539","https://openalex.org/W3146701396","https://openalex.org/W3151929433","https://openalex.org/W3155355417","https://openalex.org/W3174905206","https://openalex.org/W3175398775","https://openalex.org/W3194344375","https://openalex.org/W4221139742","https://openalex.org/W4229332279","https://openalex.org/W4252707176","https://openalex.org/W4292794811","https://openalex.org/W4380986083","https://openalex.org/W4385270408","https://openalex.org/W4385562686","https://openalex.org/W4385567108","https://openalex.org/W4385732511","https://openalex.org/W4387789903","https://openalex.org/W4387885666","https://openalex.org/W4391341743","https://openalex.org/W4391839170","https://openalex.org/W6622957738","https://openalex.org/W6678830454","https://openalex.org/W6718112784","https://openalex.org/W6752083369","https://openalex.org/W6769589523","https://openalex.org/W6773885729","https://openalex.org/W6787563725","https://openalex.org/W6795344960","https://openalex.org/W6802538380","https://openalex.org/W6810662680","https://openalex.org/W6851436103","https://openalex.org/W6857288319"],"related_works":["https://openalex.org/W1518185400","https://openalex.org/W3200586296","https://openalex.org/W4230332972","https://openalex.org/W1998033311","https://openalex.org/W4247322236","https://openalex.org/W1762272577","https://openalex.org/W4206960768","https://openalex.org/W4229899156","https://openalex.org/W2158247860","https://openalex.org/W4295104149"],"abstract_inverted_index":{"Existing":[0],"work":[1],"on":[2,11,111],"knowledge":[3,83,167],"graph":[4,100],"(KG)":[5],"link":[6,60,63,179],"prediction":[7,61,180],"has":[8],"primarily":[9],"focused":[10],"a":[12,16,97,117],"single":[13,17,51],"KG.":[14,52],"However,":[15],"KG":[18],"is":[19,81],"often":[20,152],"limited":[21],"by":[22,126],"its":[23],"incompleteness,":[24],"encompassing":[25],"missing":[26,45],"facts,":[27,165],"entities,":[28],"and":[29,86,131,191],"relations.":[30],"This":[31],"limitation":[32],"subsequently":[33],"restricts":[34],"the":[35,41,50,103,186,192],"practicality,":[36],"as":[37],"it":[38],"cannot":[39],"handle":[40],"queries":[42,67],"that":[43,149],"involve":[44],"entities":[46,69],"or":[47,70],"relations":[48,71,106],"within":[49],"In":[53],"this":[54,79,112],"article,":[55],"we":[56,114,157,175],"explore":[57],"an":[58,138,159],"extended":[59],"task,cross-KG":[62],"prediction,":[64],"which":[65,91],"answers":[66],"using":[68],"integrated":[72],"from":[73,107],"other":[74],"KGs.":[75,109,170],"The":[76],"crux":[77],"of":[78,188,195],"problem":[80],"transferring":[82],"across":[84,169],"KGs":[85,151],"fusing":[87],"their":[88],"embedding":[89,119,124],"spaces,":[90],"possess":[92],"varying":[93],"schemata.":[94],"We":[95,135],"develop":[96],"relation":[98,132],"prototype":[99,133],"to":[101,122,141,162],"model":[102,190],"interactions":[104],"among":[105],"different":[108,150],"Based":[110],"graph,":[113],"first":[115],"propose":[116],"dual-view":[118],"learning":[120],"module":[121],"fuse":[123],"spaces":[125],"training":[127],"with":[128],"instance":[129],"facts":[130],"edges.":[134],"then":[136],"introduce":[137],"attention":[139],"mechanism":[140],"highlight":[142],"pivotal":[143],"information":[144],"for":[145],"specific":[146],"queries,":[147],"recognizing":[148],"emphasize":[153],"various":[154],"domains.":[155],"Moreover,":[156],"devise":[158],"augmentation":[160],"strategy":[161],"generate":[163],"pseudo-cross-KG":[164],"facilitating":[166],"transfer":[168],"Using":[171],"four":[172],"widely-used":[173],"KGs,":[174],"construct":[176],"two":[177],"cross-KG":[178],"datasets.":[181],"Extensive":[182],"experimental":[183],"results":[184],"demonstrate":[185],"superiority":[187],"our":[189],"unique":[193],"contributions":[194],"each":[196],"module.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
