{"id":"https://openalex.org/W4226309857","doi":"https://doi.org/10.1145/3477495.3531669","title":"NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs","display_name":"NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4226309857","doi":"https://doi.org/10.1145/3477495.3531669"},"language":"en","primary_location":{"id":"doi:10.1145/3477495.3531669","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477495.3531669","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","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/A5058407280","display_name":"Wen Zhang","orcid":"https://orcid.org/0000-0001-5854-7592"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wen Zhang","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019840216","display_name":"Xiangnan Chen","orcid":"https://orcid.org/0000-0002-6744-3418"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangnan Chen","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069116683","display_name":"Zhen Yao","orcid":"https://orcid.org/0000-0001-8369-843X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Yao","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450652","display_name":"Mingyang Chen","orcid":"https://orcid.org/0000-0001-6080-3559"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyang Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074207407","display_name":"Yushan Zhu","orcid":"https://orcid.org/0000-0002-9809-9269"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushan Zhu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101905845","display_name":"Hongtao Yu","orcid":"https://orcid.org/0009-0000-7934-4022"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Yu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078403021","display_name":"Yu\u2010Feng Huang","orcid":"https://orcid.org/0000-0001-5822-3635"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufeng Huang","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102215967","display_name":"Yajing Xu","orcid":"https://orcid.org/0000-0002-0887-4445"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajing Xu","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024202617","display_name":"Ningyu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningyu Zhang","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046624090","display_name":"Zezhong Xu","orcid":"https://orcid.org/0000-0003-2463-4270"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zezhong Xu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050374736","display_name":"Zonggang Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zonggang Yuan","raw_affiliation_strings":["Huawei Technologies Co., Ltd., Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co., Ltd., Nanjing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090294171","display_name":"Feiyu Xiong","orcid":"https://orcid.org/0000-0002-1456-2202"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feiyu Xiong","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102018239","display_name":"Huajun Chen","orcid":"https://orcid.org/0000-0001-5496-7442"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huajun Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5058407280"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":1.2518,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.81234764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3323","last_page":"3328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":1.0,"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":1.0,"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":0.9937999844551086,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9513000249862671,"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/python","display_name":"Python (programming language)","score":0.8930542469024658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8486049175262451},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7190101742744446},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.5819950699806213},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.46666258573532104},{"id":"https://openalex.org/keywords/extensibility","display_name":"Extensibility","score":0.41189149022102356},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37585902214050293},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3365578055381775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30320367217063904},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.16973313689231873}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8930542469024658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8486049175262451},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7190101742744446},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5819950699806213},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.46666258573532104},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.41189149022102356},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37585902214050293},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3365578055381775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30320367217063904},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.16973313689231873}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3477495.3531669","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477495.3531669","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2022166150","https://openalex.org/W2080133951","https://openalex.org/W2094728533","https://openalex.org/W2250635077","https://openalex.org/W2509893387","https://openalex.org/W2604314403","https://openalex.org/W2728059831","https://openalex.org/W2739716023","https://openalex.org/W2889583850","https://openalex.org/W2907510403","https://openalex.org/W2951105272","https://openalex.org/W3035403290","https://openalex.org/W3046075728","https://openalex.org/W3106378800","https://openalex.org/W6600009415","https://openalex.org/W6949974626"],"related_works":["https://openalex.org/W1948607442","https://openalex.org/W3004004161","https://openalex.org/W2044615423","https://openalex.org/W2207495067","https://openalex.org/W1906486629","https://openalex.org/W4401741136","https://openalex.org/W2557718140","https://openalex.org/W4399490472","https://openalex.org/W67092138","https://openalex.org/W2117326768"],"abstract_inverted_index":{"NeuralKG":[0,35,66,135],"is":[1,67],"an":[2,118],"open-source":[3],"Python-based":[4],"library":[5],"for":[6,56],"diverse":[7],"representation":[8,123],"learning":[9,124],"of":[10,17,41,52,134],"knowledge":[11],"graphs.":[12],"It":[13,72],"implements":[14],"three":[15],"kinds":[16],"Knowledge":[18],"Graph":[19],"Embedding":[20],"(KGE)":[21],"methods,":[22],"including":[23],"conventional":[24],"KGEs,":[25,27],"GNN-based":[26],"and":[28,70,81,90,99,120,130],"Rule-based":[29],"KGEs.":[30],"With":[31],"a":[32,113],"unified":[33],"framework,":[34],"successfully":[36],"reproduces":[37],"link":[38],"prediction":[39],"results":[40,133],"these":[42],"methods":[43,58,104],"on":[44],"benchmarks,":[45],"freeing":[46],"users":[47],"from":[48],"the":[49,101,107],"laborious":[50],"task":[51],"reimplementing":[53],"them,":[54],"especially":[55],"some":[57],"originally":[59],"written":[60],"in":[61],"non-python":[62],"programming":[63],"languages.":[64],"Besides,":[65],"highly":[68],"configurable":[69],"extensible.":[71],"provides":[73],"various":[74],"decoupled":[75],"modules":[76],"that":[77],"can":[78,92],"be":[79],"mixed":[80],"adapted":[82],"to":[83,105,116],"each":[84],"other.":[85],"Thus":[86],"with":[87],"NeuralKG,":[88],"developers":[89],"researchers":[91],"quickly":[93],"implement":[94],"their":[95],"own":[96],"designed":[97],"models":[98],"obtain":[100],"optimal":[102],"training":[103],"achieve":[106],"best":[108],"performance":[109],"efficiently.":[110],"We":[111],"built":[112],"website":[114],"http://neuralkg.zjukg.org":[115],"organize":[117],"open":[119],"shared":[121],"KG":[122],"community.":[125],"The":[126],"library,":[127],"experimental":[128],"methodologies,":[129],"model":[131],"reimplement":[132],"are":[136],"all":[137],"publicly":[138],"released":[139],"at":[140],"https://github.com/zjukg/NeuralKG.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
