{"id":"https://openalex.org/W4406858450","doi":"https://doi.org/10.1109/apsipaasc63619.2025.10848658","title":"Knowledge Augmented Attention Gating Embedding for Link Prediction","display_name":"Knowledge Augmented Attention Gating Embedding for Link Prediction","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406858450","doi":"https://doi.org/10.1109/apsipaasc63619.2025.10848658"},"language":"en","primary_location":{"id":"doi:10.1109/apsipaasc63619.2025.10848658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipaasc63619.2025.10848658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","raw_type":"proceedings-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/A5074545164","display_name":"Zewei Chen","orcid":"https://orcid.org/0000-0001-7758-7581"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zewei Chen","raw_affiliation_strings":["Shantou University,Key Lab of Digital Signal and Image Processing of Guangdong Province,Department of Electronic Engineering,Shantou,China,515063"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shantou University,Key Lab of Digital Signal and Image Processing of Guangdong Province,Department of Electronic Engineering,Shantou,China,515063","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010187139","display_name":"Shuhong Chen","orcid":"https://orcid.org/0000-0002-6120-6358"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuhong Chen","raw_affiliation_strings":["Shantou University,Key Lab of Digital Signal and Image Processing of Guangdong Province,Department of Electronic Engineering,Shantou,China,515063"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shantou University,Key Lab of Digital Signal and Image Processing of Guangdong Province,Department of Electronic Engineering,Shantou,China,515063","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369777","display_name":"Chen Li","orcid":"https://orcid.org/0000-0001-7634-7834"},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Li","raw_affiliation_strings":["Foshan University,School of Mathematics,Foshan,China,52800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foshan University,School of Mathematics,Foshan,China,52800","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023764423","display_name":"Xianwei Zheng","orcid":"https://orcid.org/0000-0002-7045-0803"},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianwei Zheng","raw_affiliation_strings":["Foshan University,School of Mathematics,Foshan,China,52800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foshan University,School of Mathematics,Foshan,China,52800","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100527825","display_name":"Minfan He","orcid":null},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minfan He","raw_affiliation_strings":["Foshan University,School of Mathematics,Foshan,China,52800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foshan University,School of Mathematics,Foshan,China,52800","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101831584","display_name":"Xutao Li","orcid":"https://orcid.org/0000-0003-2728-3058"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xutao Li","raw_affiliation_strings":["Shantou University,Key Lab of Digital Signal and Image Processing of Guangdong Province,Department of Electronic Engineering,Shantou,China,515063"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shantou University,Key Lab of Digital Signal and Image Processing of Guangdong Province,Department of Electronic Engineering,Shantou,China,515063","institution_ids":["https://openalex.org/I32574673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30165955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.82669997215271,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.82669997215271,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.8181999921798706,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.7753000259399414,"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/gating","display_name":"Gating","score":0.6932543516159058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.69083571434021},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6754046678543091},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.598760187625885},{"id":"https://openalex.org/keywords/power-gating","display_name":"Power gating","score":0.5782135128974915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3357546329498291},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18935444951057434},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09474429488182068},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08250284194946289},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07080107927322388},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.069281667470932}],"concepts":[{"id":"https://openalex.org/C194544171","wikidata":"https://www.wikidata.org/wiki/Q21105679","display_name":"Gating","level":2,"score":0.6932543516159058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.69083571434021},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6754046678543091},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.598760187625885},{"id":"https://openalex.org/C2780700455","wikidata":"https://www.wikidata.org/wiki/Q7236515","display_name":"Power gating","level":4,"score":0.5782135128974915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3357546329498291},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18935444951057434},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09474429488182068},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08250284194946289},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07080107927322388},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.069281667470932},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C172385210","wikidata":"https://www.wikidata.org/wiki/Q5339","display_name":"Transistor","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apsipaasc63619.2025.10848658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipaasc63619.2025.10848658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320329694","display_name":"Jihua Laboratory","ror":null},{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2016753842","https://openalex.org/W2250184916","https://openalex.org/W2508664155","https://openalex.org/W2604165577","https://openalex.org/W2728059831","https://openalex.org/W2889344053","https://openalex.org/W2898753304","https://openalex.org/W2950393809","https://openalex.org/W2963157366","https://openalex.org/W4220758630","https://openalex.org/W4296606109","https://openalex.org/W4386567268","https://openalex.org/W6608344535","https://openalex.org/W6631964550","https://openalex.org/W6638588478","https://openalex.org/W6678830454","https://openalex.org/W6718112784","https://openalex.org/W6769589523"],"related_works":["https://openalex.org/W2138099459","https://openalex.org/W2031449089","https://openalex.org/W2112596406","https://openalex.org/W2125499229","https://openalex.org/W2072696177","https://openalex.org/W4387096269","https://openalex.org/W4387096026","https://openalex.org/W2259094912","https://openalex.org/W1987649265","https://openalex.org/W2371329481"],"abstract_inverted_index":{"Knowledge":[0,97],"graphs":[1],"(KGs)":[2],"use":[3],"graphical":[4],"representations":[5],"to":[6,48],"illustrate":[7],"relations":[8,113],"between":[9],"entities,":[10],"forming":[11],"a":[12,95],"structured":[13],"knowledge":[14,110],"base.":[15],"However,":[16],"KGs":[17,47],"often":[18],"suffer":[19],"from":[20,45],"incompleteness,":[21],"lacking":[22],"some":[23],"entities":[24],"and":[25,42,67,86,114,120],"their":[26],"interactions.":[27],"Current":[28],"link":[29,83,105],"prediction":[30,84],"technologies":[31],"based":[32],"on":[33,38,129],"KG":[34],"embeddings":[35],"primarily":[36],"focus":[37],"learning":[39],"entity":[40,65],"features":[41],"relation":[43],"patterns":[44],"existing":[46],"address":[49],"the":[50,57,135],"incompleteness":[51],"issue.":[52],"Yet,":[53],"these":[54],"methods":[55],"encounter":[56],"inherent":[58],"sparsity":[59],"issue":[60],"in":[61,76],"KGs\u2014uneven":[62],"distribution":[63],"of":[64,69,137],"connections":[66],"scarcity":[68],"direct":[70],"links.":[71],"This":[72],"complexity":[73],"challenges":[74],"models":[75],"identifying":[77],"intricate,":[78],"potential":[79],"associations,":[80],"thereby":[81],"compromising":[82],"accuracy":[85],"overall":[87],"model":[88,108],"performance.":[89],"In":[90],"this":[91],"paper,":[92],"we":[93],"introduce":[94],"innovative":[96],"Augmented":[98],"Attention-based":[99],"Gating":[100],"Embedding":[101],"(KAAGE)":[102],"framework":[103],"for":[104],"prediction.":[106],"Our":[107,142],"augments":[109],"by":[111],"reversing":[112],"triples,":[115],"then":[116],"integrates":[117],"both":[118],"original":[119],"augmented":[121],"structural":[122],"data":[123],"through":[124],"gating":[125],"units.":[126],"Extensive":[127],"experiments":[128],"three":[130],"established":[131],"benchmark":[132],"datasets":[133],"demonstrate":[134],"superiority":[136],"KAAGE":[138],"over":[139],"current":[140],"models.":[141],"implementation":[143],"code":[144],"is":[145],"available":[146],"at":[147],"https://github.com/22zwChen/KAAGE":[148]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}