{"id":"https://openalex.org/W4293195545","doi":"https://doi.org/10.1109/tnse.2022.3176062","title":"Multi-Constrained Embedding for Accurate Community Detection on Undirected Networks","display_name":"Multi-Constrained Embedding for Accurate Community Detection on Undirected Networks","publication_year":2022,"publication_date":"2022-05-20","ids":{"openalex":"https://openalex.org/W4293195545","doi":"https://doi.org/10.1109/tnse.2022.3176062"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2022.3176062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2022.3176062","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","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/A5006029284","display_name":"Qingxian Wang","orcid":"https://orcid.org/0009-0002-5910-0965"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxian Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446441","display_name":"Xinyu Liu","orcid":"https://orcid.org/0000-0002-7215-7563"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Liu","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-7215-7563","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037409031","display_name":"Tianqi Shang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianqi Shang","raw_affiliation_strings":["Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010873564","display_name":"Zhigang Liu","orcid":"https://orcid.org/0000-0002-3669-3764"},"institutions":[{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Liu","raw_affiliation_strings":["Chongqing Key Laboratory of Big Data and Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-3669-3764","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Big Data and Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China","institution_ids":["https://openalex.org/I4210123021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109214830","display_name":"Han Yang","orcid":"https://orcid.org/0009-0006-8576-6698"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Yang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088955392","display_name":"Xin Luo","orcid":"https://orcid.org/0000-0002-1348-5305"},"institutions":[{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Luo","raw_affiliation_strings":["Chongqing Key Laboratory of Big Data and Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1348-5305","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Big Data and Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China","institution_ids":["https://openalex.org/I4210123021"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5026,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.82336887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":"5","first_page":"3675","last_page":"3690"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9947999715805054,"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":0.9947999715805054,"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":0.9674999713897705,"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/embedding","display_name":"Embedding","score":0.7496036291122437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5576549768447876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4040127396583557},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39454877376556396},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3853665292263031},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.38032734394073486},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29688894748687744}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7496036291122437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5576549768447876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4040127396583557},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39454877376556396},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3853665292263031},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.38032734394073486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29688894748687744}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2022.3176062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2022.3176062","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G339265394","display_name":null,"funder_award_id":"ZYGX2020ZB021","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7293336042","display_name":null,"funder_award_id":"62072429","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1565746575","https://openalex.org/W1756737390","https://openalex.org/W1888005072","https://openalex.org/W1966286510","https://openalex.org/W1971421925","https://openalex.org/W2020323825","https://openalex.org/W2067465309","https://openalex.org/W2090891622","https://openalex.org/W2095293504","https://openalex.org/W2139694940","https://openalex.org/W2154851992","https://openalex.org/W2161160262","https://openalex.org/W2164278908","https://openalex.org/W2178448356","https://openalex.org/W2278138779","https://openalex.org/W2322552805","https://openalex.org/W2416738288","https://openalex.org/W2469279958","https://openalex.org/W2528703773","https://openalex.org/W2580917121","https://openalex.org/W2583803680","https://openalex.org/W2601427147","https://openalex.org/W2604942799","https://openalex.org/W2605489464","https://openalex.org/W2740929390","https://openalex.org/W2740934577","https://openalex.org/W2743104969","https://openalex.org/W2744006307","https://openalex.org/W2765386553","https://openalex.org/W2807998075","https://openalex.org/W2810396878","https://openalex.org/W2888807716","https://openalex.org/W2895339336","https://openalex.org/W2901144993","https://openalex.org/W2910376060","https://openalex.org/W2917532348","https://openalex.org/W2922069550","https://openalex.org/W2925694075","https://openalex.org/W2928382658","https://openalex.org/W2946242656","https://openalex.org/W2962756421","https://openalex.org/W2962975498","https://openalex.org/W2963224980","https://openalex.org/W2963512530","https://openalex.org/W2964115256","https://openalex.org/W2970191986","https://openalex.org/W2973087688","https://openalex.org/W2982880755","https://openalex.org/W3024536663","https://openalex.org/W3026423472","https://openalex.org/W3094071795","https://openalex.org/W3097852338","https://openalex.org/W3104097132","https://openalex.org/W3110116780","https://openalex.org/W3123160711","https://openalex.org/W4245135119","https://openalex.org/W6690230747","https://openalex.org/W6699364125","https://openalex.org/W6731976766","https://openalex.org/W6732195518"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2051487156","https://openalex.org/W2081900870","https://openalex.org/W2073681303","https://openalex.org/W2037549926","https://openalex.org/W2345479200","https://openalex.org/W2183306018","https://openalex.org/W2053286651","https://openalex.org/W2849310602","https://openalex.org/W2932872266"],"abstract_inverted_index":{"A":[0],"Symmetric":[1],"Non-negative":[2],"Matrix":[3],"Factorization":[4],"(SNMF)-based":[5],"network":[6,32,53,116],"embedding":[7,54],"model":[8,107],"adopts":[9],"a":[10,50],"unique":[11],"Latent":[12],"Factor":[13],"(LF)":[14],"matrix":[15],"for":[16,151],"describing":[17],"the":[18,30,102,106,111,123,141],"symmetry":[19,103],"of":[20,60,113],"an":[21,114],"undirected":[22,52,115],"network,":[23],"which":[24,85],"reduces":[25],"its":[26,129],"representation":[27],"ability":[28],"to":[29,89,108,126],"target":[31],"and":[33,75,120],"thus":[34],"resulting":[35],"in":[36],"accuracy":[37,118],"loss":[38],"when":[39],"performing":[40],"community":[41],"detection.":[42],"To":[43],"address":[44],"this":[45,47],"issue,":[46],"paper":[48],"proposes":[49],"new":[51],"model,":[55],"i.e.,":[56],"Alternating":[57],"Direction":[58],"Method":[59],"Multipliers":[61],"(":[62],"<underline":[63,67,71,76,80],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[64,68,72,77,81],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">A</u>":[65],"DMM)-based,":[66],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">M</u>":[69],"odularity,":[70],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">S</u>":[73],"ymmetry":[74],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">N</u>":[78],"onnegativity-constrained":[79],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">E</u>":[82],"mbedding":[83],"(AMSNE),":[84],"can":[86],"be":[87],"applicable":[88],"undirected,":[90],"weighted":[91],"or":[92],"unweighted":[93],"networks.":[94],"It":[95],"relies":[96],"on":[97,134],"two-fold":[98],"ideas:":[99],"a)":[100],"Introducing":[101],"constraints":[104],"into":[105],"correctly":[109],"describe":[110],"symmetric":[112],"without":[117],"loss;":[119],"b)":[121],"Adopting":[122],"ADMM":[124],"principle":[125],"efficiently":[127],"solve":[128],"constrained":[130],"objective.":[131],"Extensive":[132],"experiments":[133],"eight":[135],"real-world":[136],"networks":[137],"strongly":[138],"evidence":[139],"that":[140],"proposed":[142],"AMSNE":[143],"outperform":[144],"several":[145],"state-of-the-art":[146],"models,":[147],"making":[148],"it":[149],"suitable":[150],"real":[152],"applications.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
