{"id":"https://openalex.org/W3090546708","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207545","title":"Efficient Evolution for Neural Architecture Search","display_name":"Efficient Evolution for Neural Architecture Search","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3090546708","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207545","mag":"3090546708"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9207545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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":"https://openalex.org/A5100434179","display_name":"Zihao Chen","orcid":"https://orcid.org/0000-0003-1224-5067"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihao Chen","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100365157","display_name":"Bin Li","orcid":"https://orcid.org/0000-0002-2332-3959"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9952999949455261,"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/T10320","display_name":"Neural Networks and Applications","score":0.9947999715805054,"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":0.7923606634140015},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.7590192556381226},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.579432487487793},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5650303959846497},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5254425406455994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46203330159187317},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4508988559246063},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.4433521032333374},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3481099605560303},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34049397706985474},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.33002403378486633},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20759081840515137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7923606634140015},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7590192556381226},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.579432487487793},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5650303959846497},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5254425406455994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46203330159187317},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4508988559246063},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.4433521032333374},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3481099605560303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34049397706985474},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.33002403378486633},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20759081840515137},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9207545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1568834902","https://openalex.org/W1966991711","https://openalex.org/W2020399841","https://openalex.org/W2097117768","https://openalex.org/W2111935653","https://openalex.org/W2148708551","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2493224314","https://openalex.org/W2553303224","https://openalex.org/W2583761661","https://openalex.org/W2593744649","https://openalex.org/W2594529350","https://openalex.org/W2613718673","https://openalex.org/W2741430497","https://openalex.org/W2746314669","https://openalex.org/W2748513770","https://openalex.org/W2810075754","https://openalex.org/W2883202835","https://openalex.org/W2888429796","https://openalex.org/W2896457183","https://openalex.org/W2949264490","https://openalex.org/W2951104886","https://openalex.org/W2951886768","https://openalex.org/W2953604046","https://openalex.org/W2954234207","https://openalex.org/W2962746461","https://openalex.org/W2962847160","https://openalex.org/W2963137684","https://openalex.org/W2963341956","https://openalex.org/W2963446712","https://openalex.org/W2963474950","https://openalex.org/W2963759595","https://openalex.org/W2963821229","https://openalex.org/W2964081807","https://openalex.org/W2964259004","https://openalex.org/W2964294659","https://openalex.org/W2964350391","https://openalex.org/W2965658867","https://openalex.org/W2967733054","https://openalex.org/W2976301098","https://openalex.org/W3030728803","https://openalex.org/W3034357629","https://openalex.org/W3096533519","https://openalex.org/W3106250896","https://openalex.org/W3203915045","https://openalex.org/W4295185264","https://openalex.org/W4297778814","https://openalex.org/W4300687381","https://openalex.org/W4300687870","https://openalex.org/W6620707391","https://openalex.org/W6633992998","https://openalex.org/W6681794273","https://openalex.org/W6684191040","https://openalex.org/W6694260854","https://openalex.org/W6713783767","https://openalex.org/W6729956949","https://openalex.org/W6729972426","https://openalex.org/W6732467815","https://openalex.org/W6734593296","https://openalex.org/W6741978826","https://openalex.org/W6743428213","https://openalex.org/W6743495212","https://openalex.org/W6744373519","https://openalex.org/W6745728296","https://openalex.org/W6746582238","https://openalex.org/W6747806236","https://openalex.org/W6748057086","https://openalex.org/W6752515464","https://openalex.org/W6753303928","https://openalex.org/W6753701838","https://openalex.org/W6755207826","https://openalex.org/W6756887525","https://openalex.org/W6757204547","https://openalex.org/W6761158446","https://openalex.org/W6761209512","https://openalex.org/W6765297142","https://openalex.org/W6767773541","https://openalex.org/W6768025832","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W4298148284","https://openalex.org/W2394392475","https://openalex.org/W2112369369","https://openalex.org/W1551457437","https://openalex.org/W1536754783","https://openalex.org/W3008551433","https://openalex.org/W2090870617","https://openalex.org/W2913951735","https://openalex.org/W2385897472","https://openalex.org/W1971304387"],"abstract_inverted_index":{"The":[0,103],"intensive":[1],"consumption":[2],"of":[3,73,84,100],"resources":[4],"by":[5,65],"evolutionary":[6],"algorithms":[7],"makes":[8],"it":[9],"very":[10],"time-consuming":[11],"to":[12,43,47,58,98,118],"search":[13,80],"for":[14,26,75,81],"network":[15],"architectures.":[16,102],"In":[17],"this":[18],"paper,":[19],"We":[20],"proposed":[21,104],"a":[22,39],"efficient":[23],"evolution":[24],"method":[25,31,105,121],"neural":[27],"architecture":[28,50,91,96],"search.":[29],"Our":[30],"adopts":[32],"the":[33,61,66,76,82,89,94],"weight":[34],"sharing":[35],"strategy,":[36],"in":[37],"which":[38],"supernet":[40],"is":[41,56],"built":[42],"subsume":[44],"all":[45],"architectures,":[46],"speed":[48],"up":[49,70],"evaluation.":[51,71],"A":[52],"universal":[53],"choice":[54],"strategy":[55],"designed":[57],"deal":[59],"with":[60,114],"inaccurate":[62],"evaluation":[63],"caused":[64],"methods":[67],"that":[68],"speeding":[69],"Instead":[72],"searching":[74],"best":[77],"architecture,":[78],"we":[79],"set":[83],"excellent":[85],"architectures":[86],"and":[87],"derive":[88,93],"final":[90],"from":[92],"target":[95],"according":[97],"commonalities":[99],"these":[101],"achieved":[106],"better":[107],"results(2.40%":[108],"test":[109],"error":[110],"rate":[111],"on":[112],"CIFAR-10":[113],"3.66M":[115],"parameters)":[116],"compared":[117],"other":[119],"the-state-of-art":[120],"using":[122],"less":[123],"than":[124],"0.4":[125],"GPU":[126],"days.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}