{"id":"https://openalex.org/W3131132084","doi":"https://doi.org/10.1109/isit45174.2021.9518130","title":"On Graph Matching Using Generalized Seed Side-Information","display_name":"On Graph Matching Using Generalized Seed Side-Information","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3131132084","doi":"https://doi.org/10.1109/isit45174.2021.9518130","mag":"3131132084"},"language":"en","primary_location":{"id":"doi:10.1109/isit45174.2021.9518130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9518130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2102.06267","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068163855","display_name":"Mahshad Shariatnasab","orcid":"https://orcid.org/0000-0002-4735-0142"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]},{"id":"https://openalex.org/I57328836","display_name":"North Dakota State University","ror":"https://ror.org/05h1bnb22","country_code":"US","type":"education","lineage":["https://openalex.org/I57328836"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mahshad Shariatnasab","raw_affiliation_strings":["North Dakota State University","North Dakota State Univ"],"affiliations":[{"raw_affiliation_string":"North Dakota State University","institution_ids":["https://openalex.org/I125467818","https://openalex.org/I57328836"]},{"raw_affiliation_string":"North Dakota State Univ","institution_ids":["https://openalex.org/I125467818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008196853","display_name":"Farhad Shirani","orcid":"https://orcid.org/0000-0003-1316-3899"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]},{"id":"https://openalex.org/I57328836","display_name":"North Dakota State University","ror":"https://ror.org/05h1bnb22","country_code":"US","type":"education","lineage":["https://openalex.org/I57328836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farhad Shirani","raw_affiliation_strings":["North Dakota State University","North Dakota State Univ"],"affiliations":[{"raw_affiliation_string":"North Dakota State University","institution_ids":["https://openalex.org/I125467818","https://openalex.org/I57328836"]},{"raw_affiliation_string":"North Dakota State Univ","institution_ids":["https://openalex.org/I125467818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010950688","display_name":"Siddharth Garg","orcid":"https://orcid.org/0000-0002-6158-9512"},"institutions":[{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]},{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I4210102264","display_name":"Shandong University of Political Science and Law","ror":"https://ror.org/01b2j5886","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102264"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["CH","CN","FR","US"],"is_corresponding":false,"raw_author_name":"Siddharth Garg","raw_affiliation_strings":["New York University","New York University<sup>**</sup>"],"affiliations":[{"raw_affiliation_string":"New York University","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University<sup>**</sup>","institution_ids":["https://openalex.org/I15196421","https://openalex.org/I4210102264","https://openalex.org/I102475099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084526367","display_name":"Elza Erkip","orcid":"https://orcid.org/0000-0001-8718-8648"},"institutions":[{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]},{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I4210102264","display_name":"Shandong University of Political Science and Law","ror":"https://ror.org/01b2j5886","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102264"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["CH","CN","FR","US"],"is_corresponding":false,"raw_author_name":"Elza Erkip","raw_affiliation_strings":["New York University","New York University<sup>**</sup>"],"affiliations":[{"raw_affiliation_string":"New York University","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University<sup>**</sup>","institution_ids":["https://openalex.org/I15196421","https://openalex.org/I4210102264","https://openalex.org/I102475099"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068163855"],"corresponding_institution_ids":["https://openalex.org/I125467818","https://openalex.org/I57328836"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01835515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2726","last_page":"2731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9973999857902527,"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":0.9937000274658203,"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/combinatorics","display_name":"Combinatorics","score":0.6922503709793091},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.589144229888916},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5664743185043335},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5312008261680603},{"id":"https://openalex.org/keywords/adjacency-matrix","display_name":"Adjacency matrix","score":0.4340592622756958},{"id":"https://openalex.org/keywords/line-graph","display_name":"Line graph","score":0.43346405029296875},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41076597571372986},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.37469393014907837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35907745361328125}],"concepts":[{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.6922503709793091},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.589144229888916},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5664743185043335},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5312008261680603},{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.4340592622756958},{"id":"https://openalex.org/C203776342","wikidata":"https://www.wikidata.org/wiki/Q1378376","display_name":"Line graph","level":3,"score":0.43346405029296875},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41076597571372986},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.37469393014907837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35907745361328125},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/isit45174.2021.9518130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9518130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2102.06267","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.06267","pdf_url":"https://arxiv.org/pdf/2102.06267","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"doi:10.48550/arxiv.2102.06267","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2102.06267","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:3131132084","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2102.06267","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.06267","pdf_url":"https://arxiv.org/pdf/2102.06267","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1909196750","display_name":null,"funder_award_id":"CCF-1815821","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8983694795","display_name":null,"funder_award_id":"FAR0033968","funder_id":"https://openalex.org/F4320338283","funder_display_name":"Office of Experimental Program to Stimulate Competitive Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309290","display_name":"New York University","ror":"https://ror.org/0190ak572"},{"id":"https://openalex.org/F4320338283","display_name":"Office of Experimental Program to Stimulate Competitive Research","ror":"https://ror.org/04k9mqs78"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3131132084.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W390146837","https://openalex.org/W1549664537","https://openalex.org/W1795974289","https://openalex.org/W1865107109","https://openalex.org/W1991384343","https://openalex.org/W1996536854","https://openalex.org/W2010541316","https://openalex.org/W2013863451","https://openalex.org/W2051748083","https://openalex.org/W2052728310","https://openalex.org/W2068789164","https://openalex.org/W2109294083","https://openalex.org/W2129406249","https://openalex.org/W2135678015","https://openalex.org/W2143445293","https://openalex.org/W2150760714","https://openalex.org/W2252481082","https://openalex.org/W2271033212","https://openalex.org/W2573337754","https://openalex.org/W2642255433","https://openalex.org/W2921049406","https://openalex.org/W2950581395","https://openalex.org/W2962748040","https://openalex.org/W2962991128","https://openalex.org/W2963003280","https://openalex.org/W2963490716","https://openalex.org/W2963551335","https://openalex.org/W2972627426","https://openalex.org/W2995806804","https://openalex.org/W3129079209","https://openalex.org/W4241692187","https://openalex.org/W4243619412","https://openalex.org/W4251358674","https://openalex.org/W6638111265","https://openalex.org/W6679993304","https://openalex.org/W6739770146","https://openalex.org/W6790418937"],"related_works":["https://openalex.org/W3198401742","https://openalex.org/W3082591533","https://openalex.org/W2563860824","https://openalex.org/W2073806095","https://openalex.org/W3210522961","https://openalex.org/W2149196810","https://openalex.org/W1488211288","https://openalex.org/W2003627696","https://openalex.org/W7800797","https://openalex.org/W2111740312","https://openalex.org/W2889037294","https://openalex.org/W2489691116","https://openalex.org/W3008151406","https://openalex.org/W2962991128","https://openalex.org/W1543203726","https://openalex.org/W3037881169","https://openalex.org/W3000535385","https://openalex.org/W1579584928","https://openalex.org/W1994624481","https://openalex.org/W166820903"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"matching":[3,20,59,142,172,208],"pairs":[4],"of":[5,12,42,66,78,85,91,105,116,123,138,160,183,187,214],"stocahstically":[6],"generated":[7,44],"graphs":[8,47,107],"in":[9,24,69,113,126,162,217],"the":[10,58,64,67,70,89,92,100,103,106,110,114,121,124,127,139,145,154,163,180,184,188,193,206,212,215,218],"presence":[11],"generalized":[13],"seed":[14],"side-information":[15,111],"is":[16,55,97,174],"considered.":[17,53],"The":[18,95],"graph":[19,141,165,233],"problem":[21],"emerges":[22],"naturally":[23],"various":[25],"applications":[26],"such":[27,152],"as":[28,73,75,135,196,198],"social":[29],"network":[30],"de-anonymization,":[31],"image":[32],"processing,":[33],"DNA":[34],"sequencing,":[35],"and":[36],"natural":[37],"language":[38],"processing.":[39],"A":[40,171],"pair":[41],"randomly":[43],"labeled":[45],"Erd\u00f6s-R\u00e9nyi":[46],"with":[48,109],"pairwise":[49],"correlated":[50],"edges":[51,104],"are":[52,166,202,224],"It":[54],"assumed":[56],"that":[57,153],"strategy":[60,173,209],"has":[61],"access":[62],"to":[63,98,119,169,226],"labeling":[65],"vertices":[68,90,125,161,216],"first":[71],"graph,":[72],"well":[74,197],"a":[76,136,149,158],"collection":[77],"shortlists":[79],"\u2014":[80,84],"called":[81],"ambiguity":[82,117,146,199],"sets":[83,118,147],"possible":[86],"labels":[87,122,156,213],"for":[88,157,230],"second":[93,128,164,219],"graph.":[94,129,220],"objective":[96],"leverage":[99],"correlation":[101],"among":[102],"along":[108],"provided":[112],"form":[115,151],"recover":[120],"This":[130],"scenario":[131],"can":[132],"be":[133],"viewed":[134],"generalization":[137],"seeded":[140,232],"problem,":[143],"where":[144],"take":[148],"specific":[150],"exact":[155],"subset":[159],"known":[167],"prior":[168],"matching.":[170,234],"proposed":[175,207],"which":[176,205],"operates":[177],"by":[178],"evaluating":[179],"joint":[181],"typicality":[182],"adjacency":[185],"matrices":[186],"graphs.":[189],"Sufficient":[190],"conditions":[191,229],"on":[192],"edge":[194],"statistics":[195,201],"set":[200],"derived":[203],"under":[204],"successfully":[210],"recovers":[211],"Additionally,":[221],"Fano-type":[222],"arguments":[223],"used":[225],"derive":[227],"necessary":[228],"successful":[231]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}