{"id":"https://openalex.org/W4413013076","doi":"https://doi.org/10.1080/10618600.2025.2544182","title":"On Seeded Subgraph-to-Subgraph Matching: The ssSGM Algorithm and Matchability Information Theory","display_name":"On Seeded Subgraph-to-Subgraph Matching: The ssSGM Algorithm and Matchability Information Theory","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4413013076","doi":"https://doi.org/10.1080/10618600.2025.2544182"},"language":"en","primary_location":{"id":"doi:10.1080/10618600.2025.2544182","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10618600.2025.2544182","pdf_url":null,"source":{"id":"https://openalex.org/S76159266","display_name":"Journal of Computational and Graphical Statistics","issn_l":"1061-8600","issn":["1061-8600","1537-2715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational and Graphical Statistics","raw_type":"journal-article"},"type":"article","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/A5031820216","display_name":"Lingyao Meng","orcid":"https://orcid.org/0000-0002-1918-401X"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lingyao Meng","raw_affiliation_strings":["Department of Applied Mathematics and Statistics, Johns Hopkins University","Johns Hopkins University, Department of Applied Mathematics and Statistics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Statistics, Johns Hopkins University","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Johns Hopkins University, Department of Applied Mathematics and Statistics","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108920181","display_name":"Mengqi Lou","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mengqi Lou","raw_affiliation_strings":["School of Industrial and Systems Engineering, Georgia Institute of Technology","Georgia Institute of Technology, School of Industrial and Systems Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Systems Engineering, Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology, School of Industrial and Systems Engineering","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100552475","display_name":"Jianyu Lin","orcid":"https://orcid.org/0000-0002-1577-7029"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianyu Lin","raw_affiliation_strings":["Department of Applied Mathematics and Statistics, Johns Hopkins University","Johns Hopkins University, Department of Applied Mathematics and Statistics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Statistics, Johns Hopkins University","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Johns Hopkins University, Department of Applied Mathematics and Statistics","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014425850","display_name":"Vince Lyzinski","orcid":"https://orcid.org/0000-0001-5594-8956"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Vince Lyzinski","raw_affiliation_strings":["Department of Mathematics, University of Maryland","University of Maryland","Department of Mathematics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Maryland","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"University of Maryland","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Mathematics","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049233616","display_name":"Donniell E. Fishkind","orcid":"https://orcid.org/0000-0003-3604-6652"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Donniell E. Fishkind","raw_affiliation_strings":["Department of Applied Mathematics and Statistics, Johns Hopkins University","Johns Hopkins University, Department of Applied Mathematics and Statistics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Statistics, Johns Hopkins University","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Johns Hopkins University, Department of Applied Mathematics and Statistics","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049233616"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15331704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"1","first_page":"429","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":1.0,"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":1.0,"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":0.9966999888420105,"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/T11106","display_name":"Data Management and Algorithms","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/induced-subgraph-isomorphism-problem","display_name":"Induced subgraph isomorphism problem","score":0.6569706201553345},{"id":"https://openalex.org/keywords/subgraph-isomorphism-problem","display_name":"Subgraph isomorphism problem","score":0.5932657718658447},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.517632782459259},{"id":"https://openalex.org/keywords/seeding","display_name":"Seeding","score":0.49601730704307556},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49599823355674744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48142191767692566},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39840301871299744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3772776126861572},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.33924955129623413},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.24024048447608948},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09318903088569641},{"id":"https://openalex.org/keywords/line-graph","display_name":"Line graph","score":0.08475875854492188},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08108013868331909}],"concepts":[{"id":"https://openalex.org/C191241153","wikidata":"https://www.wikidata.org/wiki/Q6027240","display_name":"Induced subgraph isomorphism problem","level":5,"score":0.6569706201553345},{"id":"https://openalex.org/C131992880","wikidata":"https://www.wikidata.org/wiki/Q2528185","display_name":"Subgraph isomorphism problem","level":3,"score":0.5932657718658447},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.517632782459259},{"id":"https://openalex.org/C36248471","wikidata":"https://www.wikidata.org/wiki/Q7445669","display_name":"Seeding","level":2,"score":0.49601730704307556},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49599823355674744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48142191767692566},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39840301871299744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3772776126861572},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.33924955129623413},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.24024048447608948},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09318903088569641},{"id":"https://openalex.org/C203776342","wikidata":"https://www.wikidata.org/wiki/Q1378376","display_name":"Line graph","level":3,"score":0.08475875854492188},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08108013868331909},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C22149727","wikidata":"https://www.wikidata.org/wiki/Q7940747","display_name":"Voltage graph","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10618600.2025.2544182","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10618600.2025.2544182","pdf_url":null,"source":{"id":"https://openalex.org/S76159266","display_name":"Journal of Computational and Graphical Statistics","issn_l":"1061-8600","issn":["1061-8600","1537-2715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational and Graphical Statistics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1973396420","https://openalex.org/W1976430844","https://openalex.org/W1976466396","https://openalex.org/W2012853908","https://openalex.org/W2044490483","https://openalex.org/W2060374027","https://openalex.org/W2076080556","https://openalex.org/W2107427454","https://openalex.org/W2109294083","https://openalex.org/W2118212234","https://openalex.org/W2120589018","https://openalex.org/W2122961704","https://openalex.org/W2124504877","https://openalex.org/W2129406249","https://openalex.org/W2136885855","https://openalex.org/W2139688603","https://openalex.org/W2153929049","https://openalex.org/W2155834877","https://openalex.org/W2158131535","https://openalex.org/W2222512263","https://openalex.org/W2252481082","https://openalex.org/W2289831356","https://openalex.org/W2300684981","https://openalex.org/W2391555403","https://openalex.org/W2409645877","https://openalex.org/W2462089705","https://openalex.org/W2769874548","https://openalex.org/W2884190748","https://openalex.org/W2888657195","https://openalex.org/W2899448946","https://openalex.org/W2913192763","https://openalex.org/W2963003280","https://openalex.org/W2963143232","https://openalex.org/W2963456718","https://openalex.org/W2963551335","https://openalex.org/W2963749288","https://openalex.org/W2963769804","https://openalex.org/W2990138404","https://openalex.org/W3011549831","https://openalex.org/W3015883877","https://openalex.org/W3022653112","https://openalex.org/W3025585506","https://openalex.org/W3034611771","https://openalex.org/W3034690324","https://openalex.org/W3038743309","https://openalex.org/W3040496082","https://openalex.org/W3088419579","https://openalex.org/W3109462476","https://openalex.org/W3126784804","https://openalex.org/W3177736536","https://openalex.org/W3193951565","https://openalex.org/W3198190952","https://openalex.org/W3198440786","https://openalex.org/W3214222202","https://openalex.org/W4211244437","https://openalex.org/W4221148203","https://openalex.org/W4241692187","https://openalex.org/W4251358674","https://openalex.org/W4280510754","https://openalex.org/W4307216589","https://openalex.org/W4310902650","https://openalex.org/W4315630803","https://openalex.org/W4364320961","https://openalex.org/W4376639522","https://openalex.org/W4405074938"],"related_works":["https://openalex.org/W2532922352","https://openalex.org/W231720905","https://openalex.org/W2604893261","https://openalex.org/W1482551403","https://openalex.org/W2361654510","https://openalex.org/W2128390795","https://openalex.org/W2954463587","https://openalex.org/W2604114816","https://openalex.org/W2393701947","https://openalex.org/W4412048625"],"abstract_inverted_index":{"The":[0,56],"subgraph-subgraph":[1,112],"matching":[2,113],"problem":[3,57,114],"is,":[4],"given":[5],"a":[6,11,30,81,96],"pair":[7,91],"of":[8,40,51,80,92,98,102,125],"graphs":[9,93],"and":[10,29,60,106],"positive":[12],"integer":[13],"K,":[14],"to":[15,36,70,116],"find":[16,72],"K":[17,23,99,122],"vertices":[18,24],"in":[19,25,77,88],"the":[20,26,38,44,63,78,90,111,120],"first":[21],"graph,":[22,28],"second":[27],"bijection":[31,53],"between":[32],"them,":[33],"so":[34],"as":[35],"minimize":[37],"number":[39],"adjacency":[41],"disagreements":[42],"across":[43],"bijection;":[45],"it":[46],"is":[47,54,58],"\u201cseeded\u201d":[48],"if":[49],"some":[50],"this":[52],"fixed.":[55],"intractable,":[59],"we":[61,104],"present":[62],"ssSGM":[64],"algorithm,":[65],"which":[66,89],"uses":[67],"Frank-Wolfe":[68],"methodology":[69],"efficiently":[71],"an":[73],"approximate":[74],"solution.":[75],"Then,":[76],"context":[79],"generalized":[82],"correlated":[83],"random":[84],"Bernoulli":[85],"graph":[86],"model,":[87],"naturally":[94],"have":[95],"core":[97],"matched":[100,123],"pairs":[101,124],"vertices,":[103],"provide":[105],"prove":[107],"mild":[108],"conditions":[109],"for":[110],"solution":[115],"almost":[117],"always":[118],"be":[119],"correct":[121],"vertices.":[126]},"counts_by_year":[],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}
