{"id":"https://openalex.org/W3192814580","doi":"https://doi.org/10.24963/ijcai.2021/392","title":"Accelerating Neural Architecture Search via Proxy Data","display_name":"Accelerating Neural Architecture Search via Proxy Data","publication_year":2021,"publication_date":"2021-08-01","ids":{"openalex":"https://openalex.org/W3192814580","doi":"https://doi.org/10.24963/ijcai.2021/392","mag":"3192814580"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2021/392","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/392","pdf_url":"https://www.ijcai.org/proceedings/2021/0392.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2021/0392.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058165461","display_name":"Byunggook Na","orcid":"https://orcid.org/0000-0002-0459-4921"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Byunggook Na","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091880855","display_name":"Jisoo Mok","orcid":"https://orcid.org/0000-0001-7002-0275"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jisoo Mok","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082428374","display_name":"Hyeokjun Choe","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeokjun Choe","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086877012","display_name":"Sungroh Yoon","orcid":"https://orcid.org/0000-0002-2367-197X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungroh Yoon","raw_affiliation_strings":["AIIS, ASRI, INMC, and Interdisciplinary Program in AI, Seoul National University, Seoul, South Korea","Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"AIIS, ASRI, INMC, and Interdisciplinary Program in AI, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058165461"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":1.3999,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8501269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2848","last_page":"2854"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9998000264167786,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9998000264167786,"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":0.9997000098228455,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9995999932289124,"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/computer-science","display_name":"Computer science","score":0.8135488629341125},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.7345349788665771},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6194294691085815},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5794647932052612},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.537639319896698},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5039879679679871},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.49184250831604004},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4440394639968872},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3993718922138214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8135488629341125},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.7345349788665771},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6194294691085815},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5794647932052612},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.537639319896698},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5039879679679871},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.49184250831604004},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4440394639968872},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3993718922138214},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2021/392","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/392","pdf_url":"https://www.ijcai.org/proceedings/2021/0392.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2021/392","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/392","pdf_url":"https://www.ijcai.org/proceedings/2021/0392.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1214977761","display_name":null,"funder_award_id":"2018R1A2B","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3088251831","display_name":null,"funder_award_id":"Brain Korea 21","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3942910960","display_name":null,"funder_award_id":"(NRF) grant","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7444592284","display_name":null,"funder_award_id":"2018R1A2B3001628","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8790935500","display_name":null,"funder_award_id":"2018R1A2B3001628","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3192814580.pdf","grobid_xml":"https://content.openalex.org/works/W3192814580.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2609701267","https://openalex.org/W2774918944","https://openalex.org/W2798820905","https://openalex.org/W2903158431","https://openalex.org/W2951013084","https://openalex.org/W2951104886","https://openalex.org/W2951245151","https://openalex.org/W2954732411","https://openalex.org/W2964081807","https://openalex.org/W2965658867","https://openalex.org/W2973943791","https://openalex.org/W2982511758","https://openalex.org/W2993383518","https://openalex.org/W2996409713","https://openalex.org/W2999270366","https://openalex.org/W3006500080","https://openalex.org/W3034202788","https://openalex.org/W3035363850","https://openalex.org/W3082154327","https://openalex.org/W3206752670","https://openalex.org/W4287900329","https://openalex.org/W4298018319","https://openalex.org/W4300687381"],"related_works":["https://openalex.org/W2028495302","https://openalex.org/W4396872084","https://openalex.org/W4249498729","https://openalex.org/W2002261065","https://openalex.org/W1513656766","https://openalex.org/W1967083444","https://openalex.org/W2160863446","https://openalex.org/W2106866459","https://openalex.org/W2361609491","https://openalex.org/W2359547607"],"abstract_inverted_index":{"Despite":[0],"the":[1,9,25,37,108,126,138,144,150,170,176],"increasing":[2],"interest":[3],"in":[4],"neural":[5],"architecture":[6,171],"search":[7,42,117,145],"(NAS),":[8],"significant":[10],"computational":[11],"cost":[12,26],"of":[13,27,36,56,188],"NAS":[14,28,61,74,120,123],"is":[15,80,179,190,194],"a":[16,33,76,96,165,184],"hindrance":[17],"to":[18,23,182],"researchers.":[19],"Hence,":[20],"we":[21,94,110],"propose":[22,95],"reduce":[24],"using":[29,87,137,175],"proxy":[30,84,98],"data,":[31,39],"i.e.,":[32],"representative":[34],"subset":[35],"target":[38],"without":[40],"sacrificing":[41],"performance.":[43],"Even":[44],"though":[45],"data":[46,85,92,99],"selection":[47,58,78,89,100,128,152,178],"has":[48],"been":[49],"used":[50],"across":[51,114],"various":[52,88],"fields,":[53],"our":[54],"evaluation":[55],"existing":[57],"methods":[59,90],"for":[60,73,103],"algorithms":[62,124],"offered":[63],"by":[64],"NAS-Bench-1shot1":[65],"reveals":[66],"that":[67,131],"they":[68],"are":[69,132],"not":[70],"always":[71],"appropriate":[72],"and":[75,119,159],"new":[77],"method":[79,101],"necessary.":[81],"By":[82],"analyzing":[83],"constructed":[86],"through":[91],"entropy,":[93],"novel":[97],"tailored":[102],"NAS.":[104],"To":[105],"empirically":[106],"demonstrate":[107],"effectiveness,":[109],"conduct":[111],"thorough":[112],"experiments":[113],"diverse":[115],"datasets,":[116],"spaces,":[118],"algorithms.":[121],"Consequently,":[122],"with":[125,134,149,164],"proposed":[127,151,177],"discover":[129],"architectures":[130],"competitive":[133],"those":[135],"obtained":[136],"entire":[139],"dataset.":[140],"It":[141],"significantly":[142],"reduces":[143],"cost:":[146],"executing":[147],"DARTS":[148],"requires":[153],"only":[154],"40":[155],"minutes":[156],"on":[157,162,173],"CIFAR-10":[158],"7.5":[160],"hours":[161],"ImageNet":[163,174],"single":[166],"GPU.":[167],"Additionally,":[168],"when":[169],"searched":[172],"inversely":[180],"transferred":[181],"CIFAR-10,":[183],"state-of-the-art":[185],"test":[186],"error":[187],"2.4%":[189],"yielded.":[191],"Our":[192],"code":[193],"available":[195],"at":[196],"https://github.com/nabk89/NAS-with-Proxy-data.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}