{"id":"https://openalex.org/W4392123877","doi":"https://doi.org/10.1109/tmc.2024.3369188","title":"Semi-Supervised Decentralized Machine Learning With Device-to-Device Cooperation","display_name":"Semi-Supervised Decentralized Machine Learning With Device-to-Device Cooperation","publication_year":2024,"publication_date":"2024-02-23","ids":{"openalex":"https://openalex.org/W4392123877","doi":"https://doi.org/10.1109/tmc.2024.3369188"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3369188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3369188","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5052014893","display_name":"Zhida Jiang","orcid":"https://orcid.org/0000-0002-7338-0724"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhida Jiang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-7338-0724","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018803737","display_name":"Yang Xu","orcid":"https://orcid.org/0000-0003-0839-3892"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Xu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0003-0839-3892","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063184427","display_name":"Hongli Xu","orcid":"https://orcid.org/0000-0003-3831-4577"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongli Xu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0003-3831-4577","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101804657","display_name":"Zhiyuan Wang","orcid":"https://orcid.org/0000-0002-5368-1132"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Wang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-5368-1132","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071164333","display_name":"Jianchun Liu","orcid":"https://orcid.org/0000-0002-1764-9303"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianchun Liu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-1764-9303","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100728176","display_name":"Chunming Qiao","orcid":"https://orcid.org/0000-0002-4679-6572"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chunming Qiao","raw_affiliation_strings":["Department of Computer Science and Engineering, University at Buffalo, State University of New York, Buffalo, NY, USA","Department of Computer Science and Engineering, University at Buffalo, the State University of New York, Buffalo, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-4679-6572","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University at Buffalo, State University of New York, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University at Buffalo, the State University of New York, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0804,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75847984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"23","issue":"10","first_page":"9757","last_page":"9771"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991000294685364,"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/T13553","display_name":"Age of Information Optimization","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8915812969207764},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.763108491897583},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7057933211326599},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5970988869667053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5659639239311218},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.546362578868866},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.523257851600647},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45256805419921875},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.45082566142082214},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.4421984553337097},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2752543091773987},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.12400972843170166},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11511772871017456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8915812969207764},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.763108491897583},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7057933211326599},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5970988869667053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5659639239311218},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.546362578868866},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.523257851600647},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45256805419921875},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.45082566142082214},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.4421984553337097},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2752543091773987},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.12400972843170166},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11511772871017456},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3369188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3369188","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1785345862","display_name":null,"funder_award_id":"62102391","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3301288343","display_name":"\u8fb9\u7f18\u667a\u80fd\u67b6\u6784\u4e2d\u8d44\u6e90\u4f18\u5316\u5206\u914d\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61936015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G645416012","display_name":null,"funder_award_id":"62132019","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W2005845593","https://openalex.org/W2081612620","https://openalex.org/W2472333518","https://openalex.org/W2556556320","https://openalex.org/W2807006176","https://openalex.org/W2892341857","https://openalex.org/W2893405045","https://openalex.org/W2951970475","https://openalex.org/W2966415767","https://openalex.org/W2971641579","https://openalex.org/W2977090839","https://openalex.org/W2998315103","https://openalex.org/W3007385749","https://openalex.org/W3026931681","https://openalex.org/W3035160371","https://openalex.org/W3035682985","https://openalex.org/W3038057116","https://openalex.org/W3047304572","https://openalex.org/W3130294722","https://openalex.org/W3175180862","https://openalex.org/W3175954176","https://openalex.org/W3176460985","https://openalex.org/W3192649393","https://openalex.org/W3200617004","https://openalex.org/W3206114081","https://openalex.org/W3210867668","https://openalex.org/W4220969192","https://openalex.org/W4225482284","https://openalex.org/W4226262972","https://openalex.org/W4283220690","https://openalex.org/W4288391594","https://openalex.org/W4307207716","https://openalex.org/W4312373370","https://openalex.org/W4312768957","https://openalex.org/W4313138032","https://openalex.org/W4381199009","https://openalex.org/W4385284873","https://openalex.org/W4385731932","https://openalex.org/W4385749934","https://openalex.org/W4386737044","https://openalex.org/W4386766438","https://openalex.org/W4388430401","https://openalex.org/W6678975374","https://openalex.org/W6681588610","https://openalex.org/W6717772578","https://openalex.org/W6728757088","https://openalex.org/W6738250615","https://openalex.org/W6752029299","https://openalex.org/W6754529011","https://openalex.org/W6755251367","https://openalex.org/W6762913911","https://openalex.org/W6765843025","https://openalex.org/W6765939562","https://openalex.org/W6771787070","https://openalex.org/W6773005947","https://openalex.org/W6774237926","https://openalex.org/W6783833116","https://openalex.org/W6788329692","https://openalex.org/W6788603650","https://openalex.org/W6795100510","https://openalex.org/W6797001314","https://openalex.org/W6797253510","https://openalex.org/W6801680838","https://openalex.org/W6802864417","https://openalex.org/W6809950369","https://openalex.org/W6809974011","https://openalex.org/W6855338690"],"related_works":["https://openalex.org/W1586607209","https://openalex.org/W122912556","https://openalex.org/W4312414840","https://openalex.org/W2621411691","https://openalex.org/W2271357838","https://openalex.org/W2556866732","https://openalex.org/W2328989934","https://openalex.org/W2348322200","https://openalex.org/W2981952041","https://openalex.org/W3148060700"],"abstract_inverted_index":{"The":[0,90,150],"massive":[1],"data":[2,49,79,123,182,197],"from":[3],"mobile":[4],"and":[5,166,180,198,210],"embedded":[6],"devices":[7],"have":[8],"huge":[9],"potential":[10],"for":[11,59,97,194],"training":[12,32],"machine":[13,17],"learning":[14,18,93],"models.":[15],"Decentralized":[16],"(DML)":[19],"can":[20],"avoid":[21],"the":[22,26,40,47,77,87,100,105,111,121,141,201],"inherent":[23],"bottleneck":[24],"of":[25,62,80,107,113,124,143],"parameter":[27],"server":[28],"(PS)":[29],"by":[30,146],"collaboratively":[31],"models":[33,179],"in":[34,86],"a":[35,68,134,160],"device-to-device":[36],"(D2D)":[37],"fashion.":[38],"However,":[39],"previous":[41],"DML":[42,71,145,202],"works":[43],"often":[44],"assume":[45],"that":[46,156,214],"local":[48,78,195],"are":[50,83,95],"fully":[51],"annotated":[52],"with":[53,177],"ground-truth":[54],"labels,":[55],"which":[56,103,188],"is":[57,155],"unrealistic":[58],"many":[60],"Internet":[61],"Things":[63],"(IoT)":[64],"applications.":[65],"This":[66],"arises":[67],"new":[69],"practical":[70],"scenario,":[72],"namely":[73],"semi-supervised":[74,92,114,144],"DML,":[75],"where":[76],"distributed":[81],"workers":[82],"partially":[84],"labeled":[85],"D2D":[88,108,148],"network.":[89],"existing":[91],"techniques":[94],"proposed":[96],"standalone":[98],"or":[99],"PS":[101],"architecture,":[102],"ignore":[104],"impact":[106,162],"topology":[109],"on":[110,163,207],"performance":[112,129],"learning.":[115],"Thus,":[116],"they":[117],"cannot":[118],"adequately":[119],"leverage":[120],"unlabeled":[122,196],"decentralized":[125],"workers,":[126],"leading":[127],"to":[128,139,190],"degradation.":[130],"Herein,":[131],"we":[132],"propose":[133],"novel":[135],"framework,":[136],"called":[137],"SSD,":[138,170],"address":[140],"problem":[142],"exploiting":[147],"cooperation.":[149],"key":[151],"insight":[152],"behind":[153],"SSD":[154,215],"neighbor":[157],"selection":[158],"has":[159],"crucial":[161],"pseudo-label":[164],"quality":[165],"communication":[167,185],"overhead.":[168],"In":[169],"each":[171],"worker":[172],"adaptively":[173],"selects":[174],"its":[175],"neighbors":[176],"high-quality":[178],"similar":[181],"distribution":[183],"under":[184],"resource":[186],"constraints,":[187],"helps":[189],"generate":[191],"high-confidence":[192],"pseudo-labels":[193],"further":[199],"boosts":[200],"performance.":[203],"Extensive":[204],"empirical":[205],"evaluations":[206],"both":[208],"testbed":[209],"simulated":[211],"environments":[212],"show":[213],"significantly":[216],"outperforms":[217],"other":[218],"baselines.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
