{"id":"https://openalex.org/W4393152228","doi":"https://doi.org/10.1609/aaai.v38i21.30528","title":"Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract)","display_name":"Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract)","publication_year":2024,"publication_date":"2024-03-24","ids":{"openalex":"https://openalex.org/W4393152228","doi":"https://doi.org/10.1609/aaai.v38i21.30528"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v38i21.30528","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1609/aaai.v38i21.30528","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/30528/32682","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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/AAAI/article/download/30528/32682","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101793711","display_name":"Boshen Yan","orcid":"https://orcid.org/0000-0002-2445-1426"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Boshen Yan","raw_affiliation_strings":["Department of Dermatology, Massachusetts General Hospital, Harvard Medical School\nDepartment of Biomedical Informatics, Harvard Medical School"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Massachusetts General Hospital, Harvard Medical School\nDepartment of Biomedical Informatics, Harvard Medical School","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071349804","display_name":"Guihong Wan","orcid":"https://orcid.org/0000-0003-1100-4018"},"institutions":[{"id":"https://openalex.org/I4210155419","display_name":"Center for Systems Biology","ror":"https://ror.org/05r3dyn47","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210155419","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guihong Wan","raw_affiliation_strings":["Department of Dermatology, Massachusetts General Hospital, Harvard Medical School\nLaboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Massachusetts General Hospital, Harvard Medical School\nLaboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School","institution_ids":["https://openalex.org/I4210155419","https://openalex.org/I136199984","https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059824297","display_name":"Haim Schweitzer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haim Schweitzer","raw_affiliation_strings":["Department of Computer Science, University of Texas at Dallas"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at Dallas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030146315","display_name":"Zoltan Maliga","orcid":"https://orcid.org/0000-0003-4209-7253"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210155419","display_name":"Center for Systems Biology","ror":"https://ror.org/05r3dyn47","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210155419","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zoltan Maliga","raw_affiliation_strings":["Laboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School"],"affiliations":[{"raw_affiliation_string":"Laboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School","institution_ids":["https://openalex.org/I4210155419","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028028250","display_name":"Sara Khattab","orcid":"https://orcid.org/0000-0002-4724-258X"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Khattab","raw_affiliation_strings":["Department of Dermatology, Massachusetts General Hospital, Harvard Medical School"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Massachusetts General Hospital, Harvard Medical School","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061562703","display_name":"Kun\u2010Hsing Yu","orcid":"https://orcid.org/0000-0001-9892-8218"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun-Hsing Yu","raw_affiliation_strings":["Department of Biomedical Informatics, Harvard Medical School"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Harvard Medical School","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063426870","display_name":"Peter K. Sorger","orcid":"https://orcid.org/0000-0002-3364-1838"},"institutions":[{"id":"https://openalex.org/I4210155419","display_name":"Center for Systems Biology","ror":"https://ror.org/05r3dyn47","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210155419","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter K. Sorger","raw_affiliation_strings":["Laboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School"],"affiliations":[{"raw_affiliation_string":"Laboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School","institution_ids":["https://openalex.org/I4210155419","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055719391","display_name":"Yevgeniy R. Semenov","orcid":"https://orcid.org/0000-0002-7387-3094"},"institutions":[{"id":"https://openalex.org/I4210155419","display_name":"Center for Systems Biology","ror":"https://ror.org/05r3dyn47","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210155419","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yevgeniy R. Semenov","raw_affiliation_strings":["Department of Dermatology, Massachusetts General Hospital, Harvard Medical School\nLaboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Massachusetts General Hospital, Harvard Medical School\nLaboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School","institution_ids":["https://openalex.org/I4210155419","https://openalex.org/I136199984","https://openalex.org/I4210087915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101793711"],"corresponding_institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915"],"apc_list":null,"apc_paid":null,"fwci":0.1225,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21320495,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"38","issue":"21","first_page":"23690","last_page":"23692"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9742000102996826,"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"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9742000102996826,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9700999855995178,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6499907374382019},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6148742437362671},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.5560789704322815},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5068426728248596},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4865814447402954},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.31724613904953003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23608046770095825}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6499907374382019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6148742437362671},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.5560789704322815},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5068426728248596},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4865814447402954},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31724613904953003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23608046770095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1609/aaai.v38i21.30528","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1609/aaai.v38i21.30528","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/30528/32682","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"}],"best_oa_location":{"id":"doi:10.1609/aaai.v38i21.30528","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1609/aaai.v38i21.30528","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/30528/32682","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393152228.pdf","grobid_xml":"https://content.openalex.org/works/W4393152228.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2117756735","https://openalex.org/W2132914434","https://openalex.org/W2165874743","https://openalex.org/W3106188259","https://openalex.org/W6817126606"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2804364458","https://openalex.org/W2053286651","https://openalex.org/W4298130764","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2132641928","https://openalex.org/W2181413294","https://openalex.org/W1482912984"],"abstract_inverted_index":{"Graph":[0],"spectral":[1,25,45],"clustering":[2,26,46],"is":[3],"a":[4,75],"fundamental":[5],"technique":[6],"in":[7,52],"data":[8],"analysis,":[9],"which":[10,34],"utilizes":[11],"eigenpairs":[12],"of":[13,30,58,84,112],"the":[14,31,56,59,82,91,108,113],"Laplacian":[15,32],"matrix":[16],"to":[17,81],"partition":[18],"graph":[19,60,92],"vertices":[20,85],"into":[21],"clusters.":[22],"However,":[23],"classical":[24],"algorithms":[27,47,73],"require":[28],"eigendecomposition":[29,54],"matrix,":[33],"has":[35],"cubic":[36],"time":[37,77],"complexity.":[38],"In":[39],"this":[40],"work,":[41],"we":[42,64],"describe":[43],"pass-efficient":[44],"that":[48],"leverage":[49],"recent":[50],"advances":[51],"randomized":[53],"and":[55,86,88,110],"structure":[57],"vertex-edge":[61],"matrix.":[62],"Furthermore,":[63],"derive":[65],"formulas":[66],"for":[67,98],"their":[68],"efficient":[69],"implementation.":[70],"The":[71],"resulting":[72],"have":[74],"linear":[76],"complexity":[78],"with":[79],"respect":[80],"number":[83],"edges":[87],"pass":[89],"over":[90],"constant":[93],"times,":[94],"making":[95],"them":[96],"suitable":[97],"processing":[99],"large":[100],"graphs":[101],"stored":[102],"on":[103],"slow":[104],"memory.":[105],"Experiments":[106],"validate":[107],"accuracy":[109],"efficiency":[111],"algorithms.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-31T23:11:33.660297","created_date":"2025-10-10T00:00:00"}