{"id":"https://openalex.org/W4414601604","doi":"https://doi.org/10.1007/978-3-032-05981-9_28","title":"Graph Neural Network Leveraging Higher-Order Class Label Connectivity for\u00a0Heterophilous Graphs","display_name":"Graph Neural Network Leveraging Higher-Order Class Label Connectivity for\u00a0Heterophilous Graphs","publication_year":2025,"publication_date":"2025-09-23","ids":{"openalex":"https://openalex.org/W4414601604","doi":"https://doi.org/10.1007/978-3-032-05981-9_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05981-9_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05981-9_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101586895","display_name":"Takuto Takahashi","orcid":"https://orcid.org/0000-0002-8519-3811"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]},{"id":"https://openalex.org/I4210130188","display_name":"Museum of Japanese Art Yamato Bunkakan","ror":"https://ror.org/04cnkg888","country_code":"JP","type":"archive","lineage":["https://openalex.org/I4210130188"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Takuto Takahashi","raw_affiliation_strings":["The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I4210130188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117110862","display_name":"Itsuki Nakayama","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130188","display_name":"Museum of Japanese Art Yamato Bunkakan","ror":"https://ror.org/04cnkg888","country_code":"JP","type":"archive","lineage":["https://openalex.org/I4210130188"]},{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Itsuki Nakayama","raw_affiliation_strings":["The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I4210130188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040514673","display_name":"T. Mitani","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]},{"id":"https://openalex.org/I4210130188","display_name":"Museum of Japanese Art Yamato Bunkakan","ror":"https://ror.org/04cnkg888","country_code":"JP","type":"archive","lineage":["https://openalex.org/I4210130188"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takahiro Mitani","raw_affiliation_strings":["The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I4210130188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101895977","display_name":"Ryosuke Kikuchi","orcid":"https://orcid.org/0000-0002-7101-6195"},"institutions":[{"id":"https://openalex.org/I4210130188","display_name":"Museum of Japanese Art Yamato Bunkakan","ror":"https://ror.org/04cnkg888","country_code":"JP","type":"archive","lineage":["https://openalex.org/I4210130188"]},{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryosuke Kikuchi","raw_affiliation_strings":["The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I4210130188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041703913","display_name":"Yuya Sasaki","orcid":"https://orcid.org/0000-0002-8548-3181"},"institutions":[{"id":"https://openalex.org/I4210130188","display_name":"Museum of Japanese Art Yamato Bunkakan","ror":"https://ror.org/04cnkg888","country_code":"JP","type":"archive","lineage":["https://openalex.org/I4210130188"]},{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuya Sasaki","raw_affiliation_strings":["The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I4210130188"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030272842","display_name":"Makoto Onizuka","orcid":"https://orcid.org/0000-0001-5559-8300"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]},{"id":"https://openalex.org/I4210130188","display_name":"Museum of Japanese Art Yamato Bunkakan","ror":"https://ror.org/04cnkg888","country_code":"JP","type":"archive","lineage":["https://openalex.org/I4210130188"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Makoto Onizuka","raw_affiliation_strings":["The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka, 1-5 Yamadaoka, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I4210130188"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101586895"],"corresponding_institution_ids":["https://openalex.org/I4210130188","https://openalex.org/I98285908"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":10.0088,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.98138251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"474","last_page":"491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9988999962806702,"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":0.9988999962806702,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11550","display_name":"Text and Document Classification Technologies","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/multi-label-classification","display_name":"Multi-label classification","score":0.6200000047683716},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5651000142097473},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5539000034332275},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5491999983787537},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4959000051021576},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4262000024318695},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4174000024795532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8730000257492065},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.6200000047683716},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5651000142097473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5597000122070312},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5539000034332275},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5491999983787537},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4959000051021576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4551999866962433},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4262000024318695},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4174000024795532},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.39660000801086426},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.335999995470047},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3046000003814697},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.30070000886917114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2847999930381775},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C146380142","wikidata":"https://www.wikidata.org/wiki/Q1137726","display_name":"Directed graph","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C34872919","wikidata":"https://www.wikidata.org/wiki/Q7092302","display_name":"One-class classification","level":3,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-05981-9_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05981-9_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2743104969","https://openalex.org/W2911286998","https://openalex.org/W2962756421","https://openalex.org/W2996910652","https://openalex.org/W3039500550","https://openalex.org/W3090999459","https://openalex.org/W3101543043","https://openalex.org/W3152893301","https://openalex.org/W4310273071","https://openalex.org/W4377000456"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}