{"id":"https://openalex.org/W4390187463","doi":"https://doi.org/10.1109/tevc.2023.3346969","title":"Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming","display_name":"Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming","publication_year":2023,"publication_date":"2023-12-25","ids":{"openalex":"https://openalex.org/W4390187463","doi":"https://doi.org/10.1109/tevc.2023.3346969"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2023.3346969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3346969","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","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/A5005809163","display_name":"Xuan Wu","orcid":"https://orcid.org/0000-0002-0989-6718"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuan Wu","raw_affiliation_strings":["Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401420","display_name":"Di Wang","orcid":"https://orcid.org/0000-0002-3171-4001"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Di Wang","raw_affiliation_strings":["Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Nanyang Technological University, Jurong West, Singapore"],"affiliations":[{"raw_affiliation_string":"Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605447","display_name":"Huanhuan Chen","orcid":"https://orcid.org/0000-0002-3918-384X"},"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":"Huanhuan Chen","raw_affiliation_strings":["School of Computer Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100581668","display_name":"Lele Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lele Yan","raw_affiliation_strings":["College of Software, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028361005","display_name":"Yubin Xiao","orcid":"https://orcid.org/0000-0001-6441-9167"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yubin Xiao","raw_affiliation_strings":["Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382077","display_name":"Chunyan Miao","orcid":"https://orcid.org/0000-0002-0300-3448"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chunyan Miao","raw_affiliation_strings":["Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Nanyang Technological University, Jurong West, Singapore"],"affiliations":[{"raw_affiliation_string":"Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091010251","display_name":"Hongwei Ge","orcid":"https://orcid.org/0000-0002-8937-1515"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Ge","raw_affiliation_strings":["College of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082428303","display_name":"Dong Xu","orcid":"https://orcid.org/0000-0002-4809-0514"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong Xu","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Bond Life Sciences Center, University of Missouri-Columbia, Columbia, MO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Bond Life Sciences Center, University of Missouri-Columbia, Columbia, MO, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076665413","display_name":"Yanchun Liang","orcid":"https://orcid.org/0000-0002-1147-3968"},"institutions":[{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanchun Liang","raw_affiliation_strings":["School of Computer Science, Zhuhai College of Science and Technology, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhuhai College of Science and Technology, Zhuhai, China","institution_ids":["https://openalex.org/I4210165204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088523316","display_name":"Kangping Wang","orcid":"https://orcid.org/0000-0003-4402-3346"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangping Wang","raw_affiliation_strings":["Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007397249","display_name":"Chunguo Wu","orcid":"https://orcid.org/0000-0002-8161-3997"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunguo Wu","raw_affiliation_strings":["Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053534802","display_name":"You Zhou","orcid":"https://orcid.org/0000-0003-0013-1281"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"You Zhou","raw_affiliation_strings":["Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin university, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5005809163"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":1.7397,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88049248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":"3","first_page":"638","last_page":"652"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9894000291824341,"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":0.9891999959945679,"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":0.7942902445793152},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.60780930519104},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.5863796472549438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5711418390274048},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.516372561454773},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4966619610786438},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48247602581977844},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4638720750808716},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.44762322306632996},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4456350803375244},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.4146444499492645},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4115597903728485},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3224291205406189}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7942902445793152},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.60780930519104},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.5863796472549438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5711418390274048},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.516372561454773},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4966619610786438},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48247602581977844},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4638720750808716},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.44762322306632996},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4456350803375244},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.4146444499492645},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4115597903728485},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3224291205406189},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2023.3346969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2023.3346969","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1032992000","display_name":null,"funder_award_id":"12205114","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2241915452","display_name":null,"funder_award_id":"62072212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3095911524","display_name":null,"funder_award_id":"62372494","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4417124543","display_name":null,"funder_award_id":"61972175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7526664217","display_name":null,"funder_award_id":"62172185","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8161903434","display_name":null,"funder_award_id":"U22A2098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8440077113","display_name":null,"funder_award_id":"61972174","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":58,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W1968736628","https://openalex.org/W2105482032","https://openalex.org/W2111935653","https://openalex.org/W2163455955","https://openalex.org/W2250539671","https://openalex.org/W2558709060","https://openalex.org/W2605057696","https://openalex.org/W2606006859","https://openalex.org/W2775524044","https://openalex.org/W2779176852","https://openalex.org/W2887063112","https://openalex.org/W2896457183","https://openalex.org/W2925665976","https://openalex.org/W2953308748","https://openalex.org/W2954826798","https://openalex.org/W2963470657","https://openalex.org/W2963946985","https://openalex.org/W2964081807","https://openalex.org/W2964199361","https://openalex.org/W2965658867","https://openalex.org/W2966284335","https://openalex.org/W2996578622","https://openalex.org/W2998036008","https://openalex.org/W3109552991","https://openalex.org/W3114860884","https://openalex.org/W3117208668","https://openalex.org/W3120059473","https://openalex.org/W3126868393","https://openalex.org/W3131407372","https://openalex.org/W3157561225","https://openalex.org/W3160536906","https://openalex.org/W3163842339","https://openalex.org/W3185010627","https://openalex.org/W3185954933","https://openalex.org/W3190161200","https://openalex.org/W3192682950","https://openalex.org/W4200625991","https://openalex.org/W4255158661","https://openalex.org/W4285734561","https://openalex.org/W4285805251","https://openalex.org/W4294811639","https://openalex.org/W4311767260","https://openalex.org/W4312664201","https://openalex.org/W4385245566","https://openalex.org/W6604157097","https://openalex.org/W6640714188","https://openalex.org/W6691459498","https://openalex.org/W6729956949","https://openalex.org/W6729972426","https://openalex.org/W6747381837","https://openalex.org/W6752515464","https://openalex.org/W6753701838","https://openalex.org/W6758657797","https://openalex.org/W6766225098","https://openalex.org/W6767278793","https://openalex.org/W6768021236","https://openalex.org/W6769344749"],"related_works":["https://openalex.org/W2082776239","https://openalex.org/W2142324575","https://openalex.org/W2051028534","https://openalex.org/W2164305954","https://openalex.org/W2046401452","https://openalex.org/W1772786136","https://openalex.org/W1963986408","https://openalex.org/W2091246427","https://openalex.org/W57385547","https://openalex.org/W1589480767"],"abstract_inverted_index":{"Cartesian":[0,60],"Genetic":[1,61],"Programming":[2,62],"(CGP)":[3],"has":[4],"often":[5],"been":[6],"applied":[7],"for":[8,24,185],"Neural":[9],"Architecture":[10],"Search":[11],"(NAS).":[12],"However,":[13],"the":[14,54,67,108,131,134,144,149,161,172,180,186],"performance":[15,68],"of":[16,69,94,133,174],"CGP":[17],"is":[18],"less":[19],"than":[20],"ideal":[21],"when":[22],"searching":[23],"architectures":[25,99,110,163],"with":[26,34,100,104,122,168],"limited":[27,35],"computing":[28,36],"resources.":[29],"To":[30,65,171],"better":[31],"facilitate":[32],"NAS":[33,89,183],"resources,":[37],"this":[38,177],"paper":[39],"proposes":[40],"a":[41,44,124],"crossover":[42],"operator,":[43],"light-weighted":[45],"age":[46,138],"mechanism,":[47,139],"and":[48,116,118,137,140],"two":[49],"adaptive":[50],"mutation":[51],"operators":[52,136],"as":[53,113,143],"novel":[55],"components":[56],"in":[57,148,166],"our":[58,175],"Efficient":[59],"(ECGP)":[63],"method.":[64],"assess":[66],"ECGP,":[70],"we":[71,154],"conduct":[72],"extensive":[73],"experiments":[74],"on":[75],"three":[76,156],"text":[77,150,187],"classification":[78,151,188],"task":[79],"datasets.":[80],"The":[81],"experimental":[82],"results":[83],"demonstrate":[84,130],"that":[85,164],"ECGP":[86],"outperforms":[87],"other":[88],"methods,":[90],"requiring":[91],"only":[92],"hundreds":[93],"fitness":[95],"evaluations":[96],"to":[97],"find":[98],"competitive":[101],"accuracy":[102,126],"compared":[103],"human-designed":[105],"models.":[106],"Additionally,":[107],"ECGP-evolved":[109,162],"are":[111,165],"shown":[112],"converging":[114],"fast":[115],"stably,":[117],"having":[119],"high-level":[120],"transferability":[121],"merely":[123],"1-2%":[125],"drop.":[127],"Ablation":[128],"studies":[129],"effectiveness":[132],"proposed":[135],"identify":[141],"GRU":[142],"most":[145],"critical":[146],"function":[147],"task.":[152,189],"Finally,":[153],"summarize":[155],"design":[157],"principles":[158],"observed":[159],"from":[160],"line":[167],"human-design":[169],"strategies.":[170],"best":[173],"knowledge,":[176],"work":[178],"introduces":[179],"first":[181],"attention-derived":[182],"benchmark":[184]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
