{"id":"https://openalex.org/W3194939327","doi":"https://doi.org/10.1109/ictc52510.2021.9621130","title":"Trends in Neural Architecture Search: Towards the Acceleration of Search","display_name":"Trends in Neural Architecture Search: Towards the Acceleration of Search","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W3194939327","doi":"https://doi.org/10.1109/ictc52510.2021.9621130","mag":"3194939327"},"language":"en","primary_location":{"id":"doi:10.1109/ictc52510.2021.9621130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc52510.2021.9621130","pdf_url":null,"source":{"id":"https://openalex.org/S4363607766","display_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Youngkee Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I146824383","display_name":"Hallym University","ror":"https://ror.org/03sbhge02","country_code":"KR","type":"education","lineage":["https://openalex.org/I146824383"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngkee Kim","raw_affiliation_strings":["School of Software, Hallym University, Chuncheon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Hallym University, Chuncheon, Republic of Korea","institution_ids":["https://openalex.org/I146824383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081315657","display_name":"Won Joon Yun","orcid":"https://orcid.org/0000-0003-0405-8843"},"institutions":[{"id":"https://openalex.org/I146824383","display_name":"Hallym University","ror":"https://ror.org/03sbhge02","country_code":"KR","type":"education","lineage":["https://openalex.org/I146824383"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Won Joon Yun","raw_affiliation_strings":["School of Software, Hallym University, Chuncheon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Hallym University, Chuncheon, Republic of Korea","institution_ids":["https://openalex.org/I146824383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083293918","display_name":"Youn Kyu Lee","orcid":"https://orcid.org/0000-0002-4569-2640"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youn Kyu Lee","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Korea University, Seoul, Republic of Korea \u2022 Department of Computer Engineering,","Hongik University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Korea University, Seoul, Republic of Korea \u2022 Department of Computer Engineering,","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Hongik University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039532704","display_name":"Soyi Jung","orcid":"https://orcid.org/0000-0001-8435-0646"},"institutions":[{"id":"https://openalex.org/I146824383","display_name":"Hallym University","ror":"https://ror.org/03sbhge02","country_code":"KR","type":"education","lineage":["https://openalex.org/I146824383"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soyi Jung","raw_affiliation_strings":["School of Software, Hallym University, Chuncheon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Hallym University, Chuncheon, Republic of Korea","institution_ids":["https://openalex.org/I146824383"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049202871","display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0003-2126-768X"},"institutions":[{"id":"https://openalex.org/I146824383","display_name":"Hallym University","ror":"https://ror.org/03sbhge02","country_code":"KR","type":"education","lineage":["https://openalex.org/I146824383"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["School of Software, Hallym University, Chuncheon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Hallym University, Chuncheon, Republic of Korea","institution_ids":["https://openalex.org/I146824383"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"421","last_page":"424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9948999881744385,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9948999881744385,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9945999979972839,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6592346429824829},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.646818220615387},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.6464416980743408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4657604992389679},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10443910956382751},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.061601728200912476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6592346429824829},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.646818220615387},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6464416980743408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4657604992389679},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10443910956382751},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.061601728200912476},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc52510.2021.9621130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc52510.2021.9621130","pdf_url":null,"source":{"id":"https://openalex.org/S4363607766","display_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1581066146","https://openalex.org/W1901129140","https://openalex.org/W2553303224","https://openalex.org/W2748513770","https://openalex.org/W2897818259","https://openalex.org/W2919779463","https://openalex.org/W2927980542","https://openalex.org/W2951104886","https://openalex.org/W2951886768","https://openalex.org/W2962746461","https://openalex.org/W2964081807","https://openalex.org/W2965658867","https://openalex.org/W3101615319","https://openalex.org/W3129336662","https://openalex.org/W4295185264","https://openalex.org/W6634833660","https://openalex.org/W6639824700","https://openalex.org/W6729956949","https://openalex.org/W6729972426","https://openalex.org/W6743495212","https://openalex.org/W6752515464","https://openalex.org/W6755501315","https://openalex.org/W6766225098","https://openalex.org/W6864424756"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"In":[0],"modern":[1],"deep":[2],"learning":[3,44],"research,":[4],"finding":[5],"optimal":[6],"(or":[7],"near":[8],"optimal)":[9],"neural":[10,34],"network":[11],"models":[12],"is":[13,21,55],"one":[14],"of":[15,33,70],"major":[16,61],"research":[17,31,53,68,72],"directions":[18,69],"and":[19,47,57],"it":[20],"widely":[22],"studied":[23],"in":[24],"many":[25],"applications.In":[26],"this":[27],"paper,":[28],"the":[29,60,66],"main":[30],"trends":[32,63,73],"architecture":[35,49],"search":[36,50],"(NAS)":[37],"are":[38,64,74],"classified":[39],"as":[40],"neuro-evolutionary":[41],"algorithms,":[42,46],"reinforcement":[43],"based":[45],"one-shot":[48],"approaches.Furthermore,":[51],"each":[52],"trend":[54],"introduced":[56],"finally":[58],"all":[59],"three":[62],"compared.Lastly,":[65],"future":[67],"NAS":[71],"discussed.":[75]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}