{"id":"https://openalex.org/W4396773564","doi":"https://doi.org/10.1145/3664602","title":"Deep Domain Adaptation With Max-Margin Principle for Cross-Project Imbalanced Software Vulnerability Detection","display_name":"Deep Domain Adaptation With Max-Margin Principle for Cross-Project Imbalanced Software Vulnerability Detection","publication_year":2024,"publication_date":"2024-05-09","ids":{"openalex":"https://openalex.org/W4396773564","doi":"https://doi.org/10.1145/3664602"},"language":"en","primary_location":{"id":"doi:10.1145/3664602","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664602","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664602","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3664602","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100769134","display_name":"Van Nguyen","orcid":"https://orcid.org/0000-0002-5838-3409"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210154771","display_name":"CSIRO Manufacturing","ror":"https://ror.org/04sx9wp33","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210154771","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Van Nguyen","raw_affiliation_strings":["Human-Centric Security, CSIRO's Data61, Clayton, Australia","Software Systems and Cybersecurity, Monash University, Clayton, Australia","Software Systems and Cybersecurity, Monash University, Clayton, Australia Human-Centric Security, CSIRO's Data61, Clayton, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5838-3409","affiliations":[{"raw_affiliation_string":"Human-Centric Security, CSIRO's Data61, Clayton, Australia","institution_ids":["https://openalex.org/I4210154771","https://openalex.org/I42894916"]},{"raw_affiliation_string":"Software Systems and Cybersecurity, Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Software Systems and Cybersecurity, Monash University, Clayton, Australia Human-Centric Security, CSIRO's Data61, Clayton, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916","https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102780660","display_name":"Trung Le","orcid":"https://orcid.org/0000-0003-0414-9067"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Trung Le","raw_affiliation_strings":["Data Science and AI, Monash University, Clayton, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0414-9067","affiliations":[{"raw_affiliation_string":"Data Science and AI, Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081449581","display_name":"Chakkrit Tantithamthavorn","orcid":"https://orcid.org/0000-0002-5516-9984"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chakkrit Tantithamthavorn","raw_affiliation_strings":["Software Systems and Cybersecurity, Monash University, Clayton, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5516-9984","affiliations":[{"raw_affiliation_string":"Software Systems and Cybersecurity, Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082913979","display_name":"John Grundy","orcid":"https://orcid.org/0000-0003-4928-7076"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John Grundy","raw_affiliation_strings":["Software Systems and Cybersecurity, Monash University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4928-7076","affiliations":[{"raw_affiliation_string":"Software Systems and Cybersecurity, Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036447132","display_name":"Dinh Phung","orcid":"https://orcid.org/0000-0002-9977-8247"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dinh Phung","raw_affiliation_strings":["Data Science and AI, Monash University, Clayton, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9977-8247","affiliations":[{"raw_affiliation_string":"Data Science and AI, Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.3145,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9745749,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"33","issue":"6","first_page":"1","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8481869697570801},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6506179571151733},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6495605707168579},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6267400979995728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6157834529876709},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.5437151193618774},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5435346364974976},{"id":"https://openalex.org/keywords/multiple-kernel-learning","display_name":"Multiple kernel learning","score":0.5245756506919861},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4822181463241577},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.461772084236145},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.43903017044067383},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4180993437767029},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40791234374046326},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.25319141149520874},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0798896849155426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8481869697570801},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6506179571151733},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6495605707168579},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6267400979995728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6157834529876709},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.5437151193618774},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5435346364974976},{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.5245756506919861},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4822181463241577},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.461772084236145},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.43903017044067383},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4180993437767029},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40791234374046326},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.25319141149520874},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0798896849155426},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3664602","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664602","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664602","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},{"id":"pmh:oai:monash.edu:openaire/5fc2acea-fd34-4472-8308-ddef731838aa","is_oa":true,"landing_page_url":"https://research.monash.edu/files/623215953/612341622-oa.pdf","pdf_url":"https://researchmgt.monash.edu/ws/files/623215953/612341622-oa.pdf","source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nguyen, V, Le, T, Tantithamthavorn, C, Grundy, J & Phung, D 2024, 'Deep Domain Adaptation With Max-Margin Principle for Cross-Project Imbalanced Software Vulnerability Detection', ACM Transactions on Software Engineering and Methodology, vol. 33, no. 6, 162. https://doi.org/10.1145/3664602","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:monash.edu:publications/5fc2acea-fd34-4472-8308-ddef731838aa","is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/5fc2acea-fd34-4472-8308-ddef731838aa","pdf_url":null,"source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nguyen , V , Le , T , Tantithamthavorn , C , Grundy , J & Phung , D 2024 , ' Deep Domain Adaptation With Max-Margin Principle for Cross-Project Imbalanced Software Vulnerability Detection ' , ACM Transactions on Software Engineering and Methodology , vol. 33 , no. 6 , 162 . https://doi.org/10.1145/3664602","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1145/3664602","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664602","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664602","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396773564.pdf"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W56743589","https://openalex.org/W1499864241","https://openalex.org/W1522301498","https://openalex.org/W1583837637","https://openalex.org/W1591801644","https://openalex.org/W1607167266","https://openalex.org/W1632771291","https://openalex.org/W1945984784","https://openalex.org/W1970088130","https://openalex.org/W1994807229","https://openalex.org/W2008056655","https://openalex.org/W2035720976","https://openalex.org/W2043837581","https://openalex.org/W2046830558","https://openalex.org/W2064675550","https://openalex.org/W2088076694","https://openalex.org/W2096352448","https://openalex.org/W2105867876","https://openalex.org/W2132773116","https://openalex.org/W2132870739","https://openalex.org/W2148143831","https://openalex.org/W2150935218","https://openalex.org/W2155319834","https://openalex.org/W2166336492","https://openalex.org/W2168029744","https://openalex.org/W2172000360","https://openalex.org/W2187089797","https://openalex.org/W2270233450","https://openalex.org/W2297419069","https://openalex.org/W2519887557","https://openalex.org/W2549986894","https://openalex.org/W2559655401","https://openalex.org/W2559935471","https://openalex.org/W2607662938","https://openalex.org/W2634106992","https://openalex.org/W2750699642","https://openalex.org/W2796200341","https://openalex.org/W2822734516","https://openalex.org/W2884561390","https://openalex.org/W2901941771","https://openalex.org/W2912115214","https://openalex.org/W2963691377","https://openalex.org/W2964015378","https://openalex.org/W2965861627","https://openalex.org/W2979183801","https://openalex.org/W2982577744","https://openalex.org/W2986396948","https://openalex.org/W2990138404","https://openalex.org/W2998083796","https://openalex.org/W3008088841","https://openalex.org/W3014780393","https://openalex.org/W3033777149","https://openalex.org/W3035733952","https://openalex.org/W3042496707","https://openalex.org/W3083954092","https://openalex.org/W3098605233","https://openalex.org/W3101228802","https://openalex.org/W3122855191","https://openalex.org/W3127736190","https://openalex.org/W3127782461","https://openalex.org/W3175995826","https://openalex.org/W3199263538","https://openalex.org/W3206617323","https://openalex.org/W4207068100","https://openalex.org/W4225640545","https://openalex.org/W4239510810","https://openalex.org/W4286903877","https://openalex.org/W4289754533","https://openalex.org/W4294596616","https://openalex.org/W4297847088","https://openalex.org/W4297899930","https://openalex.org/W4300402905","https://openalex.org/W4308641648","https://openalex.org/W4312436517","https://openalex.org/W4385261783","https://openalex.org/W4385474001","https://openalex.org/W4385884967","https://openalex.org/W4388638461","https://openalex.org/W4388826738","https://openalex.org/W4391282616","https://openalex.org/W4393406994","https://openalex.org/W4394664374","https://openalex.org/W6635446068","https://openalex.org/W6640833505","https://openalex.org/W6648932349","https://openalex.org/W6679697903","https://openalex.org/W6742348326","https://openalex.org/W6758313303","https://openalex.org/W6863758329"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W2906845177","https://openalex.org/W4200107511","https://openalex.org/W2891427086","https://openalex.org/W1968625315","https://openalex.org/W4297577100","https://openalex.org/W2166595269","https://openalex.org/W3105973526","https://openalex.org/W3136670918"],"abstract_inverted_index":{"Software":[0],"vulnerabilities":[1],"(SVs)":[2],"have":[3,21],"become":[4],"a":[5,95,120,203],"common,":[6],"serious,":[7],"and":[8,36,45,54,73,162,168],"crucial":[9,102],"concern":[10],"due":[11],"to":[12,24,32,66,98,129,218,221],"the":[13,26,34,43,68,76,107,126,132,148,157,164,189,210,222,227],"ubiquity":[14],"of":[15,38,61,71,78,136,156,191,209],"computer":[16],"software.":[17],"Many":[18],"AI-based":[19],"approaches":[20],"been":[22],"proposed":[23,193],"solve":[25],"software":[27,39,186],"vulnerability":[28,80],"detection":[29],"(SVD)":[30],"problem":[31],"ensure":[33],"security":[35],"integrity":[37],"applications":[40],"(in":[41],"both":[42],"development":[44],"testing":[46],"phases).":[47],"However,":[48],"there":[49],"are":[50],"still":[51],"two":[52,101],"open":[53],"significant":[55],"issues":[56],"for":[57,115,171],"SVD":[58,179],"in":[59,177,214,226],"terms":[60],"(i)":[62],"learning":[63,110,134],"automatic":[64,108],"representations":[65],"improve":[67,131],"predictive":[69],"performance":[70,205],"SVD,":[72,215],"(ii)":[74],"tackling":[75],"scarcity":[77],"labeled":[79,140],"datasets":[81,187],"that":[82,151],"conventionally":[83],"need":[84],"laborious":[85],"labeling":[86],"effort":[87],"by":[88],"experts.":[89],"In":[90,198],"this":[91],"paper,":[92],"we":[93],"propose":[94,119],"novel":[96,121],"approach":[97,146],"tackle":[99],"these":[100],"issues.":[103],"We":[104,117],"first":[105,149],"exploit":[106],"representation":[109],"with":[111],"deep":[112],"domain":[113,173],"adaptation":[114,174],"SVD.":[116],"then":[118],"cross-domain":[122],"kernel":[123,160],"classifier":[124],"leveraging":[125],"max-margin":[127,158],"principle":[128],"significantly":[130],"transfer":[133],"process":[135],"SVs":[137],"from":[138,216],"imbalanced":[139,142,172],"into":[141],"unlabeled":[143],"projects.":[144],"Our":[145],"is":[147],"work":[150],"leverages":[152],"solid":[153],"body":[154],"theories":[155],"principle,":[159],"methods,":[161],"bridging":[163],"gap":[165],"between":[166],"source":[167],"target":[169],"domains":[170],"(DA)":[175],"applied":[176],"cross-project":[178],".":[180],"The":[181],"experimental":[182],"results":[183],"on":[184,206],"real-world":[185],"show":[188],"superiority":[190],"our":[192,200],"method":[194,201,225],"over":[195],"state-of-the-art":[196],"baselines.":[197],"short,":[199],"obtains":[202],"higher":[204],"F1-measure,":[207],"one":[208],"most":[211],"important":[212],"measures":[213],"1.83%":[217],"6.25%":[219],"compared":[220],"second":[223],"highest":[224],"used":[228],"datasets.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}