{"id":"https://openalex.org/W4407782372","doi":"https://doi.org/10.1109/tkde.2025.3544202","title":"Few-Shot Knowledge Graph Completion With Star and Ring Topology Information Aggregation","display_name":"Few-Shot Knowledge Graph Completion With Star and Ring Topology Information Aggregation","publication_year":2025,"publication_date":"2025-02-20","ids":{"openalex":"https://openalex.org/W4407782372","doi":"https://doi.org/10.1109/tkde.2025.3544202"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2025.3544202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2025.3544202","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/A5065846668","display_name":"Jing Zhao","orcid":"https://orcid.org/0000-0003-0158-5330"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Zhao","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0158-5330","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064310911","display_name":"Xinzhu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinzhu Zhang","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6612-7317","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100680672","display_name":"Yujia Li","orcid":"https://orcid.org/0000-0002-1024-9243"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujia Li","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047846625","display_name":"Shiliang Sun","orcid":"https://orcid.org/0000-0001-7069-3752"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiliang Sun","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7069-3752","affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065846668"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":null,"apc_paid":null,"fwci":8.3806,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96856415,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"37","issue":"5","first_page":"2525","last_page":"2537"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9714000225067139,"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":0.9714000225067139,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9466999769210815,"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":0.6986925601959229},{"id":"https://openalex.org/keywords/star","display_name":"Star (game theory)","score":0.5735454559326172},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47078102827072144},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4508044123649597},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4177209734916687},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.416864812374115},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4140080511569977},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34800609946250916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29845544695854187},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.20887544751167297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2025633454322815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6986925601959229},{"id":"https://openalex.org/C2780897414","wikidata":"https://www.wikidata.org/wiki/Q7600592","display_name":"Star (game theory)","level":2,"score":0.5735454559326172},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47078102827072144},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4508044123649597},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4177209734916687},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.416864812374115},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4140080511569977},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34800609946250916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29845544695854187},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.20887544751167297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2025633454322815},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2025.3544202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2025.3544202","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/G5558540163","display_name":null,"funder_award_id":"22ZR1421700","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G6487037979","display_name":null,"funder_award_id":"62476089","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/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320322370","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W2081580037","https://openalex.org/W2184957013","https://openalex.org/W2283196293","https://openalex.org/W2565330852","https://openalex.org/W2728059831","https://openalex.org/W2798864014","https://openalex.org/W2889234142","https://openalex.org/W2889344053","https://openalex.org/W2889782235","https://openalex.org/W2971142670","https://openalex.org/W2971167006","https://openalex.org/W2997738974","https://openalex.org/W3034374701","https://openalex.org/W3097986917","https://openalex.org/W3099378125","https://openalex.org/W3100606581","https://openalex.org/W3137639243","https://openalex.org/W3155775551","https://openalex.org/W3159042040","https://openalex.org/W3167292670","https://openalex.org/W3174368915","https://openalex.org/W3182741322","https://openalex.org/W3196669501","https://openalex.org/W3197064582","https://openalex.org/W3198512483","https://openalex.org/W3208465763","https://openalex.org/W3211666987","https://openalex.org/W3212824603","https://openalex.org/W4205287544","https://openalex.org/W4220770035","https://openalex.org/W4285216485","https://openalex.org/W4285600519","https://openalex.org/W4289839702","https://openalex.org/W4307724846","https://openalex.org/W4313527388","https://openalex.org/W4318833223","https://openalex.org/W4322706667","https://openalex.org/W4362736275","https://openalex.org/W4366327286","https://openalex.org/W4368232601","https://openalex.org/W4382239895","https://openalex.org/W4385484723","https://openalex.org/W4385484805","https://openalex.org/W4385574222","https://openalex.org/W4385819665","https://openalex.org/W4387747499","https://openalex.org/W4389683743","https://openalex.org/W4391407054","https://openalex.org/W4401042634","https://openalex.org/W6622957738","https://openalex.org/W6631501603","https://openalex.org/W6631964550","https://openalex.org/W6678830454","https://openalex.org/W6718112784","https://openalex.org/W6736057607","https://openalex.org/W6745779156","https://openalex.org/W6775947557","https://openalex.org/W6784713779","https://openalex.org/W6788834500","https://openalex.org/W6846509546","https://openalex.org/W6867907617"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W2325697621"],"abstract_inverted_index":{"Few-shot":[0],"knowledge":[1,183],"graph":[2,184],"completion":[3,185],"(FKGC)":[4],"addresses":[5],"the":[6,27,35,44,53,69,80,106,138,147,150,165,174,180,196],"long-tail":[7],"problem":[8],"of":[9,30,37,48,55,62,83,124,141],"relations":[10],"by":[11,58],"leveraging":[12],"a":[13,92,113],"few":[14],"observed":[15],"support":[16,40,84],"entity":[17,31,41,56,85,115],"pairs":[18,32,42,57,86],"to":[19,74,98,135,156,178],"infer":[20],"unknown":[21],"facts":[22],"for":[23,112],"tail-located":[24],"relations.":[25],"Learning":[26],"relation":[28,66,132,175],"representation":[29,54],"and":[33,39,87,108,149,160],"evaluating":[34],"match":[36],"query":[38],"are":[43],"two":[45,139],"key":[46],"steps":[47],"FKGC.":[49],"Existing":[50],"methods":[51],"learn":[52],"either":[59],"aggregating":[60],"neighbors":[61,123],"entities":[63],"or":[64],"integrating":[65],"representations":[67],"in":[68,77],"connected":[70],"paths":[71],"from":[72],"head":[73],"tail.":[75],"However,":[76],"few-shot":[78,181],"scenarios,":[79],"limited":[81],"number":[82],"insufficient":[88],"structural":[89],"information":[90,111],"with":[91],"single":[93],"neighborhood":[94],"topology":[95],"will":[96],"lead":[97],"matching":[99,154,170],"failure.":[100],"To":[101],"this":[102],"end,":[103],"we":[104,145,172],"consider":[105],"star":[107],"ring":[109],"topological":[110,143],"given":[114],"pair:":[116],"(1)":[117],"Entity":[118],"neighborhood,":[119],"which":[120,129],"captures":[121],"multi-hop":[122],"entities;":[125],"(2)":[126],"Relational":[127],"path,":[128],"characterizes":[130],"compound":[131],"forms.":[133],"Furthermore,":[134],"effectively":[136],"fuse":[137],"kinds":[140],"heterogeneous":[142],"information,":[144],"design":[146],"multi-aggregator":[148],"fine-grained":[151],"path":[152,168],"correlation":[153,169],"algorithm":[155],"obtain":[157],"more":[158],"delicate":[159],"balanced":[161],"matching.":[162],"Based":[163],"on":[164],"proposed":[166],"relational":[167],"module,":[171],"propose":[173],"adaptive":[176],"network":[177],"solve":[179],"temporal":[182],"problem.":[186],"The":[187],"experimental":[188],"results":[189],"show":[190],"that":[191],"our":[192],"method":[193],"continuously":[194],"outperforms":[195],"state-of-the-art":[197],"methods.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}