{"id":"https://openalex.org/W2963415211","doi":"https://doi.org/10.1609/aaai.v33i01.33014424","title":"GeniePath: Graph Neural Networks with Adaptive Receptive Paths","display_name":"GeniePath: Graph Neural Networks with Adaptive Receptive Paths","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2963415211","doi":"https://doi.org/10.1609/aaai.v33i01.33014424","mag":"2963415211"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v33i01.33014424","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014424","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1609/aaai.v33i01.33014424","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114860377","display_name":"Ziqi Liu","orcid":"https://orcid.org/0000-0002-4112-3504"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ziqi Liu","raw_affiliation_strings":["Ant Financial Services Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028791879","display_name":"Chaochao Chen","orcid":"https://orcid.org/0000-0003-1419-964X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chaochao Chen","raw_affiliation_strings":["Ant Financial Services Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430941","display_name":"Longfei Li","orcid":"https://orcid.org/0009-0003-2602-8941"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Longfei Li","raw_affiliation_strings":["Ant Financial Services Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045140292","display_name":"Jun Zhou","orcid":"https://orcid.org/0000-0001-6033-6102"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Zhou","raw_affiliation_strings":["Ant Financial Services Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371535","display_name":"Xiaolong Li","orcid":"https://orcid.org/0000-0001-7493-2650"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaolong Li","raw_affiliation_strings":["Ant Financial Services Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102898115","display_name":"Le Song","orcid":"https://orcid.org/0000-0003-0345-9899"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Le Song","raw_affiliation_strings":["Ant Financial Services Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019180907","display_name":"Qi Yuan","orcid":"https://orcid.org/0000-0002-1342-3374"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan Qi","raw_affiliation_strings":["Ant Financial Services Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Financial Services Group","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.0782,"has_fulltext":true,"cited_by_count":323,"citation_normalized_percentile":{"value":0.99571515,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"33","issue":"01","first_page":"4424","last_page":"4431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9991999864578247,"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":0.9991999864578247,"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/T13471","display_name":"Cognitive Functions and Memory","score":0.9143000245094299,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9083999991416931,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/receptive-field","display_name":"Receptive field","score":0.7975435853004456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6180598139762878},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.567601203918457},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.5202018618583679},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5159897804260254},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5135040879249573},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4684344232082367},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.442383348941803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44137483835220337},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.43034863471984863},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35629552602767944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2786135673522949}],"concepts":[{"id":"https://openalex.org/C19071747","wikidata":"https://www.wikidata.org/wiki/Q1755207","display_name":"Receptive field","level":2,"score":0.7975435853004456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6180598139762878},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.567601203918457},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.5202018618583679},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5159897804260254},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5135040879249573},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4684344232082367},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.442383348941803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44137483835220337},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.43034863471984863},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35629552602767944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2786135673522949},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1609/aaai.v33i01.33014424","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014424","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:ojs.aaai.org:article/4354","is_oa":true,"landing_page_url":"https://ojs.aaai.org/index.php/AAAI/article/view/4354","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/4354/4232","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2159-5399","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v33i01.33014424","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014424","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W182691100","https://openalex.org/W1522301498","https://openalex.org/W1662382123","https://openalex.org/W2153959628","https://openalex.org/W2154851992","https://openalex.org/W2158787690","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2468907370","https://openalex.org/W2552839021","https://openalex.org/W2734442794","https://openalex.org/W2735272571","https://openalex.org/W2914874661","https://openalex.org/W2953384591","https://openalex.org/W2964015378","https://openalex.org/W2964321699","https://openalex.org/W4293651439","https://openalex.org/W4294558607","https://openalex.org/W4297571622","https://openalex.org/W4297733535","https://openalex.org/W4299457904","https://openalex.org/W6634702315","https://openalex.org/W6666761814","https://openalex.org/W6682839888","https://openalex.org/W6683289300","https://openalex.org/W6687483927","https://openalex.org/W6698183232","https://openalex.org/W6713134421","https://openalex.org/W6780195806","https://openalex.org/W6948116018"],"related_works":["https://openalex.org/W2079003682","https://openalex.org/W2089544495","https://openalex.org/W2913266608","https://openalex.org/W1555021777","https://openalex.org/W1970258141","https://openalex.org/W2799648451","https://openalex.org/W1964918325","https://openalex.org/W2189496153","https://openalex.org/W2186491718","https://openalex.org/W2034008118"],"abstract_inverted_index":{"We":[0],"present,":[1],"GeniePath,":[2,21],"a":[3],"scalable":[4],"approach":[5],"for":[6,34],"learning":[7],"adaptive":[8,25],"receptive":[9],"fields":[10],"of":[11,29,46,60],"neural":[12],"networks":[13],"defined":[14],"on":[15,87],"permutation":[16],"invariant":[17],"graph":[18],"data.":[19],"In":[20],"we":[22],"propose":[23],"an":[24],"path":[26],"layer":[27],"consists":[28],"two":[30],"complementary":[31],"functions":[32],"designed":[33],"breadth":[35],"and":[36,54,70,73],"depth":[37],"exploration":[38],"respectively,":[39],"where":[40],"the":[41,44,51],"former":[42],"learns":[43],"importance":[45],"different":[47,61],"sized":[48],"neighborhoods,":[49],"while":[50],"latter":[52],"extracts":[53],"filters":[55],"signals":[56],"aggregated":[57],"from":[58],"neighbors":[59],"hops":[62],"away.":[63],"Our":[64],"method":[65],"works":[66],"in":[67],"both":[68],"transductive":[69],"inductive":[71],"settings,":[72],"extensive":[74],"experiments":[75],"compared":[76],"with":[77],"competitive":[78],"methods":[79],"show":[80],"that":[81],"our":[82],"approaches":[83],"yield":[84],"state-of-the-art":[85],"results":[86],"large":[88],"graphs.":[89]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":42},{"year":2023,"cited_by_count":47},{"year":2022,"cited_by_count":42},{"year":2021,"cited_by_count":85},{"year":2020,"cited_by_count":50},{"year":2019,"cited_by_count":15}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}