{"id":"https://openalex.org/W2781943878","doi":"https://doi.org/10.1109/infocom.2018.8485916","title":"Spectral Graph Forge: Graph Generation Targeting Modularity","display_name":"Spectral Graph Forge: Graph Generation Targeting Modularity","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2781943878","doi":"https://doi.org/10.1109/infocom.2018.8485916","mag":"2781943878"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2018.8485916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2018.8485916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications","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/1801.01715","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040500739","display_name":"Luca Baldesi","orcid":"https://orcid.org/0000-0002-8062-0343"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Baldesi","raw_affiliation_strings":["DISI Dept, University of Trento"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DISI Dept, University of Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039651585","display_name":"Carter T. Butts","orcid":"https://orcid.org/0000-0002-7911-9834"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carter T. Butts","raw_affiliation_strings":["Sociology Dept, Universityof of California, Rvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sociology Dept, Universityof of California, Rvine","institution_ids":["https://openalex.org/I2803209242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013543313","display_name":"Athina Markopoulou","orcid":"https://orcid.org/0000-0003-1803-8675"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Athina Markopoulou","raw_affiliation_strings":["EECS Dept, CPCC University of California, Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS Dept, CPCC University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.444,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59699288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1727","last_page":"1735"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9944999814033508,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9918000102043152,"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/modularity","display_name":"Modularity (biology)","score":0.6457713842391968},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.5739372968673706},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5688883066177368},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5615597367286682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5494415760040283},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.4630667567253113},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2933046519756317},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10068657994270325}],"concepts":[{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.6457713842391968},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.5739372968673706},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5688883066177368},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5615597367286682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5494415760040283},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.4630667567253113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2933046519756317},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10068657994270325},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/infocom.2018.8485916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2018.8485916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1801.01715","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.01715","pdf_url":"https://arxiv.org/pdf/1801.01715","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":"text"},{"id":"mag:2781943878","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1801.01715.pdf","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:iris.unitn.it:11572/209425","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/209425","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.1801.01715","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1801.01715","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":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1801.01715","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.01715","pdf_url":"https://arxiv.org/pdf/1801.01715","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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2781943878.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1487444668","https://openalex.org/W1553372930","https://openalex.org/W1564631807","https://openalex.org/W1603307478","https://openalex.org/W1803765581","https://openalex.org/W1971421925","https://openalex.org/W1973980096","https://openalex.org/W2023655578","https://openalex.org/W2061901927","https://openalex.org/W2064980127","https://openalex.org/W2065554567","https://openalex.org/W2066459332","https://openalex.org/W2072688741","https://openalex.org/W2099148494","https://openalex.org/W2100256240","https://openalex.org/W2114244473","https://openalex.org/W2115022330","https://openalex.org/W2117410972","https://openalex.org/W2117825463","https://openalex.org/W2119998616","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2144799688","https://openalex.org/W2151936673","https://openalex.org/W2153624566","https://openalex.org/W2155461593","https://openalex.org/W2160268549","https://openalex.org/W2175971604","https://openalex.org/W2217748804","https://openalex.org/W2323873606","https://openalex.org/W3121379941","https://openalex.org/W4238452917","https://openalex.org/W4295094175","https://openalex.org/W4301621763","https://openalex.org/W6680094679","https://openalex.org/W6685869566"],"related_works":["https://openalex.org/W2087467283","https://openalex.org/W3080650662","https://openalex.org/W1483469828","https://openalex.org/W3189076644","https://openalex.org/W2912077575","https://openalex.org/W1647260487","https://openalex.org/W2766974485","https://openalex.org/W3038461281","https://openalex.org/W3193559596","https://openalex.org/W2007954020","https://openalex.org/W3145608311","https://openalex.org/W27394026","https://openalex.org/W3163391886","https://openalex.org/W2521321827","https://openalex.org/W3212850542","https://openalex.org/W2471026878","https://openalex.org/W3089266724","https://openalex.org/W3205728784","https://openalex.org/W2981486706","https://openalex.org/W3119582991"],"abstract_inverted_index":{"Community":[0],"structure":[1,46,65,109],"is":[2,15],"an":[3],"important":[4],"property":[5],"that":[6,43,62,94,114],"captures":[7],"inhomogeneities":[8],"common":[9],"in":[10,53,122,126],"large":[11],"networks,":[12],"and":[13,130,142,159],"modularity":[14,88,98,129],"one":[16],"of":[17,51,55,66,69,86,102,108,124,132,148],"the":[18,35,60,63,87,115,128,133,149],"most":[19],"widely":[20],"used":[21],"metrics":[22],"for":[23,39],"such":[24],"community":[25,45,76],"structure.":[26,77],"In":[27],"this":[28],"paper,":[29],"we":[30],"introduce":[31],"a":[32,48,70,83,96],"principled":[33],"methodology,":[34],"Spectral":[36,79,116,150],"Graph":[37,80,117,151],"Forge,":[38],"generating":[40],"random":[41],"graphs":[42,93],"preserves":[44],"from":[47],"real":[49],"network":[50],"interest,":[52],"terms":[54,123],"modularity.":[56],"Our":[57],"approach":[58],"leverages":[59],"fact":[61],"spectral":[64],"matrix":[67,89],"representations":[68],"graph":[71],"encodes":[72],"global":[73],"information":[74],"about":[75],"The":[78],"Forge":[81,118,152],"uses":[82],"low-rank":[84],"approximation":[85],"to":[90,110,153,162],"generate":[91],"synthetic":[92],"match":[95],"target":[97,154],"within":[99],"user-selectable":[100],"degree":[101],"accuracy,":[103],"while":[104,135],"allowing":[105],"other":[106,138,155],"aspects":[107],"vary.":[111],"We":[112,145],"show":[113],"outperforms":[119],"state-of-the-art":[120],"techniques":[121],"accuracy":[125],"targeting":[127],"randomness":[131],"realizations,":[134],"also":[136],"preserving":[137],"local":[139],"structural":[140],"properties":[141,156],"node":[143],"attributes.":[144],"discuss":[146],"extensions":[147],"beyond":[157],"modularity,":[158],"its":[160],"applications":[161],"anonymization.":[163]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
