{"id":"https://openalex.org/W4226337086","doi":"https://doi.org/10.1007/978-3-031-26390-3_25","title":"A Piece-Wise Polynomial Filtering Approach for\u00a0Graph Neural Networks","display_name":"A Piece-Wise Polynomial Filtering Approach for\u00a0Graph Neural Networks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4226337086","doi":"https://doi.org/10.1007/978-3-031-26390-3_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-26390-3_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-26390-3_25","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":"preprint","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/A5057449678","display_name":"Vijay Lingam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vijay Lingam","raw_affiliation_strings":["Microsoft Research India, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Microsoft Research India, Bengaluru, India","institution_ids":["https://openalex.org/I4210124949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079813804","display_name":"Manan Sharma","orcid":"https://orcid.org/0000-0002-8585-0308"},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manan Sharma","raw_affiliation_strings":["Microsoft Research India, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Microsoft Research India, Bengaluru, India","institution_ids":["https://openalex.org/I4210124949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008993660","display_name":"Chanakya Ekbote","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chanakya Ekbote","raw_affiliation_strings":["Microsoft Research India, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Microsoft Research India, Bengaluru, India","institution_ids":["https://openalex.org/I4210124949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049226714","display_name":"Rahul Ragesh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Ragesh","raw_affiliation_strings":["Microsoft Research India, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Microsoft Research India, Bengaluru, India","institution_ids":["https://openalex.org/I4210124949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090842155","display_name":"Arun Iyer","orcid":"https://orcid.org/0000-0001-7377-7599"},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arun Iyer","raw_affiliation_strings":["Microsoft Research India, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Microsoft Research India, Bengaluru, India","institution_ids":["https://openalex.org/I4210124949"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111436183","display_name":"Sundararajan Sellamanickam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124949","display_name":"Microsoft Research (India)","ror":"https://ror.org/02w7f3w92","country_code":"IN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210124949"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sundararajan Sellamanickam","raw_affiliation_strings":["Microsoft Research India, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Microsoft Research India, Bengaluru, India","institution_ids":["https://openalex.org/I4210124949"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057449678"],"corresponding_institution_ids":["https://openalex.org/I4210124949"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00384502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"412","last_page":"452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9987000226974487,"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":0.9987000226974487,"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/computer-science","display_name":"Computer science","score":0.608572244644165},{"id":"https://openalex.org/keywords/homophily","display_name":"Homophily","score":0.5580146312713623},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5203587412834167},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.5068250298500061},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.47775498032569885},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4406869113445282},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3290703296661377},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2867109775543213},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1276000440120697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.608572244644165},{"id":"https://openalex.org/C2779812341","wikidata":"https://www.wikidata.org/wiki/Q5891525","display_name":"Homophily","level":2,"score":0.5580146312713623},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5203587412834167},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.5068250298500061},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47775498032569885},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4406869113445282},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3290703296661377},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2867109775543213},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1276000440120697},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-26390-3_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-26390-3_25","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W174941419","https://openalex.org/W569478347","https://openalex.org/W1506690472","https://openalex.org/W1583837637","https://openalex.org/W1968988636","https://openalex.org/W1970149876","https://openalex.org/W1976798627","https://openalex.org/W1980357388","https://openalex.org/W2007972815","https://openalex.org/W2073955633","https://openalex.org/W2101491865","https://openalex.org/W2107559689","https://openalex.org/W2729816158","https://openalex.org/W2763569390","https://openalex.org/W2798598284","https://openalex.org/W2912636151","https://openalex.org/W2949676527","https://openalex.org/W2964051675","https://openalex.org/W2970971581","https://openalex.org/W3021975806","https://openalex.org/W3036981181","https://openalex.org/W3039500550","https://openalex.org/W3090999459","https://openalex.org/W3128443161","https://openalex.org/W3135514413","https://openalex.org/W3160872503","https://openalex.org/W3178159063","https://openalex.org/W3210856765","https://openalex.org/W6791371489"],"related_works":["https://openalex.org/W1079135","https://openalex.org/W388271","https://openalex.org/W16055224","https://openalex.org/W401528","https://openalex.org/W17580785","https://openalex.org/W137529","https://openalex.org/W431092","https://openalex.org/W7042436","https://openalex.org/W506101","https://openalex.org/W15767173"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2022-05-05T00:00:00"}
