{"id":"https://openalex.org/W7140024803","doi":"https://doi.org/10.1016/j.patcog.2026.113453","title":"SwiftDistill: Efficient robust knowledge transfer via dual-branch adversarial distillation and hardness-balanced augmentation","display_name":"SwiftDistill: Efficient robust knowledge transfer via dual-branch adversarial distillation and hardness-balanced augmentation","publication_year":2026,"publication_date":"2026-03-22","ids":{"openalex":"https://openalex.org/W7140024803","doi":"https://doi.org/10.1016/j.patcog.2026.113453"},"language":"en","primary_location":{"id":"doi:10.1016/j.patcog.2026.113453","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2026.113453","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"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":"Pattern Recognition","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/A5130312073","display_name":"Junhao Dong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junhao Dong","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6232-9157","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130320975","display_name":"Yuqing Wen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuqing Wen","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0007-0085-585X","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130310017","display_name":"Zhengdao Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhengdao Li","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0004-1023-4940","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130317332","display_name":"Weijun Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weijun Gao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130318046","display_name":"Zhixuan Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhixuan Zhang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0008-3766-3488","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130297430","display_name":"Siheng Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siheng Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0000-8499-5217","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130312782","display_name":"Xinghua Qu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinghua Qu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8072-2019","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5130306898","display_name":"Yew-Soon Ong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yew-Soon Ong","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4480-169X","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2710,"currency":"USD","value_usd":2710},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38865212,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"179","issue":null,"first_page":"113453","last_page":"113453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.6628000140190125,"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":0.6628000140190125,"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":0.12150000035762787,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.042899999767541885,"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/adversarial-system","display_name":"Adversarial system","score":0.7882999777793884},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.48179998993873596},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4075999855995178},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4043000042438507},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.38909998536109924},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.3206000030040741}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7882999777793884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.680400013923645},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.48179998993873596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47850000858306885},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4075999855995178},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4043000042438507},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.38909998536109924},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.3206000030040741},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30889999866485596},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.29179999232292175},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.26409998536109924},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.patcog.2026.113453","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2026.113453","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"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":"Pattern Recognition","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W3174422331","https://openalex.org/W4221141431","https://openalex.org/W4309334449","https://openalex.org/W4407995724"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-23T00:00:00"}
