{"id":"https://openalex.org/W4396843972","doi":"https://doi.org/10.1145/3589335.3651239","title":"PyGDebias: A Python Library for Debiasing in Graph Learning","display_name":"PyGDebias: A Python Library for Debiasing in Graph Learning","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4396843972","doi":"https://doi.org/10.1145/3589335.3651239"},"language":"en","primary_location":{"id":"doi:10.1145/3589335.3651239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651239","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047581320","display_name":"Yushun Dong","orcid":"https://orcid.org/0000-0001-7504-6159"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yushun Dong","raw_affiliation_strings":["The University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"The University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094050777","display_name":"Zhenyu Lei","orcid":"https://orcid.org/0000-0002-5606-3268"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenyu Lei","raw_affiliation_strings":["The University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"The University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097767807","display_name":"Zaiyi Zheng","orcid":"https://orcid.org/0009-0003-0685-0057"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zaiyi Zheng","raw_affiliation_strings":["The University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"The University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326218","display_name":"Song Wang","orcid":"https://orcid.org/0000-0003-1273-7694"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Wang","raw_affiliation_strings":["The University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"The University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032200312","display_name":"Jing Ma","orcid":"https://orcid.org/0000-0003-4237-6607"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Ma","raw_affiliation_strings":["Case Western Reserve University, Cleveland, OH, USA"],"affiliations":[{"raw_affiliation_string":"Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Alex Jing Huang","orcid":"https://orcid.org/0009-0004-4344-8945"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Jing Huang","raw_affiliation_strings":["The University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"The University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418485","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0002-7099-7905"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["The University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"The University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029588473","display_name":"Jundong Li","orcid":"https://orcid.org/0000-0002-1878-817X"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jundong Li","raw_affiliation_strings":["The University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"The University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5047581320"],"corresponding_institution_ids":["https://openalex.org/I51556381"],"apc_list":null,"apc_paid":null,"fwci":0.3415,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62500827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1019","last_page":"1022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9941999912261963,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.984000027179718,"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/debiasing","display_name":"Debiasing","score":0.8458510637283325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7331224679946899},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7086410522460938},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.36956900358200073},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12631827592849731},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.08847126364707947}],"concepts":[{"id":"https://openalex.org/C2779458634","wikidata":"https://www.wikidata.org/wiki/Q24963715","display_name":"Debiasing","level":2,"score":0.8458510637283325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7331224679946899},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7086410522460938},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.36956900358200073},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12631827592849731},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.08847126364707947}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589335.3651239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3589335.3651239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G154432479","display_name":null,"funder_award_id":"IIS-2006844, IIS-2144209, IIS-2223769, CNS2154962, BCS-2228534","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396843972.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2966133050","https://openalex.org/W2974817986","https://openalex.org/W3080365325","https://openalex.org/W3117178429","https://openalex.org/W3158511434","https://openalex.org/W3171764584","https://openalex.org/W3190469032","https://openalex.org/W3192448376","https://openalex.org/W3210658351","https://openalex.org/W4213199213","https://openalex.org/W4220900167","https://openalex.org/W4281861579","https://openalex.org/W4283800658","https://openalex.org/W4288269198","https://openalex.org/W4290878493","https://openalex.org/W4365393360","https://openalex.org/W4385565201","https://openalex.org/W4401946675","https://openalex.org/W6629958401"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4362554880","https://openalex.org/W4281684980","https://openalex.org/W4386875279","https://openalex.org/W2171721708","https://openalex.org/W4390963114","https://openalex.org/W3214527415","https://openalex.org/W2207495067","https://openalex.org/W1906486629"],"abstract_inverted_index":{"Graph-structured":[0],"data":[1],"is":[2,156],"ubiquitous":[3],"among":[4],"a":[5,71,159],"plethora":[6],"of":[7,113],"real-world":[8],"applications.":[9],"However,":[10,67],"as":[11],"graph":[12,61,88,105,131],"learning":[13,62,89,106],"algorithms":[14,32,63],"have":[15,53],"been":[16,24,54],"increasingly":[17],"deployed":[18],"to":[19,56,73,82],"help":[20,80],"decision-making,":[21],"there":[22,68],"has":[23],"rising":[25],"societal":[26],"concern":[27],"in":[28,64,104],"the":[29,40,47,58,109],"bias":[30,59,85,102],"these":[31],"may":[33,43],"exhibit.":[34],"In":[35,91,133],"certain":[36],"high-stake":[37],"decision-making":[38],"scenarios,":[39],"decisions":[41],"made":[42,55],"be":[44],"life-changing":[45],"for":[46,60,87,101,146],"involved":[48],"individuals.":[49],"Accordingly,":[50],"abundant":[51],"explorations":[52],"mitigate":[57],"recent":[65],"years.":[66],"still":[69],"lacks":[70],"library":[72,100,112],"collectively":[74],"consolidate":[75],"existing":[76],"debiasing":[77,120],"techniques":[78],"and":[79,142,149,168],"practitioners":[81],"easily":[83],"perform":[84],"mitigation":[86,103],"algorithms.":[90,107],"this":[92],"paper,":[93],"we":[94],"present":[95],"PyGDebias,":[96],"an":[97],"open-source":[98],"Python":[99],"As":[108],"first":[110],"comprehensive":[111,139],"its":[114],"kind,":[115],"PyGDebias":[116,135,155],"covers":[117],"13":[118],"popular":[119],"methods":[121],"under":[122,158],"common":[123],"fairness":[124],"notions":[125],"together":[126,162],"with":[127,138,163],"26":[128],"commonly":[129],"used":[130],"datasets.":[132],"addition,":[134],"also":[136],"comes":[137],"performance":[140,164],"benchmarks":[141],"well-documented":[143],"API":[144,166],"designs":[145],"both":[147],"researchers":[148],"practitioners.":[150],"To":[151],"foster":[152],"convenient":[153],"accessibility,":[154],"released":[157],"permissive":[160],"BSD-license":[161],"benchmarks,":[165],"documentation,":[167],"use":[169],"examples":[170],"at":[171],"https://github.com/yushundong/PyGDebias.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}