{"id":"https://openalex.org/W7131828855","doi":"https://doi.org/10.1016/j.neucom.2026.133166","title":"DARTS-AM: robustifying differentiable neural architecture selection with attribution magnitude","display_name":"DARTS-AM: robustifying differentiable neural architecture selection with attribution magnitude","publication_year":2026,"publication_date":"2026-02-27","ids":{"openalex":"https://openalex.org/W7131828855","doi":"https://doi.org/10.1016/j.neucom.2026.133166"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.133166","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133166","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","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/A5127274719","display_name":"Weisheng Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weisheng Xie","raw_affiliation_strings":["Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China","Shanghai Jiao Tong University, No. 800 Dongchuan Rd., Shanghai, 200240, China"],"affiliations":[{"raw_affiliation_string":"Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China","institution_ids":[]},{"raw_affiliation_string":"Shanghai Jiao Tong University, No. 800 Dongchuan Rd., Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127043827","display_name":"Xuwei Fang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xuwei Fang","raw_affiliation_strings":["Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China"],"affiliations":[{"raw_affiliation_string":"Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101883052","display_name":"Xiangxiang Gao","orcid":"https://orcid.org/0000-0003-4402-9764"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiangxiang Gao","raw_affiliation_strings":["Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China"],"affiliations":[{"raw_affiliation_string":"Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127456645","display_name":"Chen Hang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen Hang","raw_affiliation_strings":["Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China"],"affiliations":[{"raw_affiliation_string":"Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127120922","display_name":"Hui Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China"],"affiliations":[{"raw_affiliation_string":"Bestpay AI Lab, No. 463 Tanggu Rd., Shanghai, 200085, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127071878","display_name":"Shaoyuan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoyuan Li","raw_affiliation_strings":["Shanghai Jiao Tong University, No. 800 Dongchuan Rd., Shanghai, 200240, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, No. 800 Dongchuan Rd., Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5127274719"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74408093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"678","issue":null,"first_page":"133166","last_page":"133166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.2786000072956085,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.2786000072956085,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.1834000051021576,"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":0.10729999840259552,"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/differentiable-function","display_name":"Differentiable function","score":0.715399980545044},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6769000291824341},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5680000185966492},{"id":"https://openalex.org/keywords/magnitude","display_name":"Magnitude (astronomy)","score":0.5515999794006348},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5102999806404114},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5030999779701233},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.44620001316070557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7278000116348267},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.715399980545044},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6769000291824341},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5680000185966492},{"id":"https://openalex.org/C126691448","wikidata":"https://www.wikidata.org/wiki/Q2028919","display_name":"Magnitude (astronomy)","level":2,"score":0.5515999794006348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5113999843597412},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5102999806404114},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5030999779701233},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.44620001316070557},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4172999858856201},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4129999876022339},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4049000144004822},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3756999969482422},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.3100000023841858},{"id":"https://openalex.org/C139002025","wikidata":"https://www.wikidata.org/wiki/Q3001212","display_name":"Lift (data mining)","level":2,"score":0.29260000586509705},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.27070000767707825},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.2687000036239624},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25440001487731934},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.133166","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133166","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W3161934206","https://openalex.org/W4213439605","https://openalex.org/W4283833515","https://openalex.org/W4310248881","https://openalex.org/W4387910965","https://openalex.org/W4391684805","https://openalex.org/W4392519604","https://openalex.org/W4400026777","https://openalex.org/W4400370991","https://openalex.org/W4400379307","https://openalex.org/W4403680045","https://openalex.org/W4412609557","https://openalex.org/W7122810351"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-03T06:13:14.889584","created_date":"2026-02-28T00:00:00"}
