{"id":"https://openalex.org/W4393233520","doi":"https://doi.org/10.1145/3654441","title":"MTL-TRANSFER: Leveraging Multi-task Learning and Transferred Knowledge for Improving Fault Localization and Program Repair","display_name":"MTL-TRANSFER: Leveraging Multi-task Learning and Transferred Knowledge for Improving Fault Localization and Program Repair","publication_year":2024,"publication_date":"2024-03-27","ids":{"openalex":"https://openalex.org/W4393233520","doi":"https://doi.org/10.1145/3654441"},"language":"en","primary_location":{"id":"doi:10.1145/3654441","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3654441","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3654441","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":null,"license_id":null,"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":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3654441","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104473167","display_name":"Xu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu Wang","raw_affiliation_strings":["State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104473972","display_name":"Hongwei Yu","orcid":"https://orcid.org/0009-0002-7693-7492"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Yu","raw_affiliation_strings":["State Key Lab of CCSE, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CCSE, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009594735","display_name":"Xiangxin Meng","orcid":"https://orcid.org/0000-0001-5630-4810"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangxin Meng","raw_affiliation_strings":["State Key Lab of CCSE, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CCSE, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104470067","display_name":"Hongliang Cao","orcid":"https://orcid.org/0009-0007-3051-0430"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongliang Cao","raw_affiliation_strings":["Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412598","display_name":"Hongyu Zhang","orcid":"https://orcid.org/0000-0002-3063-9425"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Zhang","raw_affiliation_strings":["Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087952294","display_name":"Hailong Sun","orcid":"https://orcid.org/0000-0001-7654-5574"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Sun","raw_affiliation_strings":["State Key Lab of CCSE, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CCSE, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104561219","display_name":"Xudong Liu","orcid":"https://orcid.org/0009-0007-8865-3055"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Liu","raw_affiliation_strings":["State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing China","State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086470621","display_name":"Chunming Hu","orcid":"https://orcid.org/0000-0002-9502-3955"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunming Hu","raw_affiliation_strings":["State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing China","State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Lab of CCSE, Beihang University, Beijing, China and Zhongguancun Laboratory, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5104473167"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":2.3808,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89614428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"33","issue":"6","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9993000030517578,"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/T10260","display_name":"Software Engineering Research","score":0.9973000288009644,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8487611413002014},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6635190844535828},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6582800149917603},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.546965479850769},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3673775792121887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.363225519657135},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2810368537902832},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.14926689863204956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8487611413002014},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6635190844535828},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6582800149917603},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.546965479850769},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3673775792121887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.363225519657135},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2810368537902832},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.14926689863204956},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3654441","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3654441","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3654441","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3654441","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3654441","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3654441","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":null,"license_id":null,"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":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1312948867","display_name":null,"funder_award_id":"2022YFB4502003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4313519241","display_name":null,"funder_award_id":"62072017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393233520.pdf","grobid_xml":"https://content.openalex.org/works/W4393233520.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W1950030762","https://openalex.org/W1990785546","https://openalex.org/W2003695679","https://openalex.org/W2010608861","https://openalex.org/W2010833880","https://openalex.org/W2021213467","https://openalex.org/W2033644368","https://openalex.org/W2064675550","https://openalex.org/W2098549348","https://openalex.org/W2101819268","https://openalex.org/W2116737258","https://openalex.org/W2128049346","https://openalex.org/W2143861926","https://openalex.org/W2149427297","https://openalex.org/W2151139698","https://openalex.org/W2156723666","https://openalex.org/W2162376048","https://openalex.org/W2282866165","https://openalex.org/W2360967250","https://openalex.org/W2400994325","https://openalex.org/W2465098971","https://openalex.org/W2467903332","https://openalex.org/W2511803001","https://openalex.org/W2539721238","https://openalex.org/W2582560208","https://openalex.org/W2604272474","https://openalex.org/W2606974598","https://openalex.org/W2620081107","https://openalex.org/W2736091366","https://openalex.org/W2740130372","https://openalex.org/W2740646481","https://openalex.org/W2741705590","https://openalex.org/W2762786131","https://openalex.org/W2767766265","https://openalex.org/W2767951593","https://openalex.org/W2794443436","https://openalex.org/W2795030435","https://openalex.org/W2795866244","https://openalex.org/W2806718802","https://openalex.org/W2867448323","https://openalex.org/W2888328667","https://openalex.org/W2899171197","https://openalex.org/W2904214673","https://openalex.org/W2908354350","https://openalex.org/W2911282308","https://openalex.org/W2913340405","https://openalex.org/W2924629359","https://openalex.org/W2946715523","https://openalex.org/W2955426500","https://openalex.org/W2958754741","https://openalex.org/W2963499994","https://openalex.org/W2979566992","https://openalex.org/W2998026230","https://openalex.org/W3009206850","https://openalex.org/W3027921940","https://openalex.org/W3028836324","https://openalex.org/W3042956498","https://openalex.org/W3043761819","https://openalex.org/W3089621332","https://openalex.org/W3092571060","https://openalex.org/W3100698844","https://openalex.org/W3121707215","https://openalex.org/W3134686229","https://openalex.org/W3160155705","https://openalex.org/W3160492491","https://openalex.org/W3161027892","https://openalex.org/W3161874179","https://openalex.org/W3161997752","https://openalex.org/W3193682477","https://openalex.org/W3195442242","https://openalex.org/W3195612455","https://openalex.org/W3198685994","https://openalex.org/W4205868820","https://openalex.org/W4224865615","https://openalex.org/W4225739182","https://openalex.org/W4226385270","https://openalex.org/W4284670965","https://openalex.org/W4284702776","https://openalex.org/W4297095044","https://openalex.org/W4300665782","https://openalex.org/W4312349853","https://openalex.org/W4382318776","https://openalex.org/W4384302762","https://openalex.org/W4384304728","https://openalex.org/W4384345745","https://openalex.org/W4384345778","https://openalex.org/W4386566654","https://openalex.org/W6745034332"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W3165580226","https://openalex.org/W4386828785","https://openalex.org/W3135401135","https://openalex.org/W2886688859","https://openalex.org/W3133164560","https://openalex.org/W3041001745","https://openalex.org/W4224526119","https://openalex.org/W3123837699"],"abstract_inverted_index":{"Fault":[0],"localization":[1,365],"(FL)":[2],"and":[3,32,103,109,122,140,166,180,189,227,280,312,395,405,418],"automated":[4],"program":[5,72],"repair":[6,386,393],"(APR)":[7],"are":[8,61,75,112,285],"two":[9],"main":[10],"tasks":[11],"of":[12,101,119,138,235,294,318,356,360,411,414],"automatic":[13],"software":[14],"debugging.":[15],"Compared":[16,321],"with":[17,255,322,403],"traditional":[18],"methods,":[19,105],"deep":[20,38,44,163],"learning-based":[21,39],"approaches":[22],"have":[23],"been":[24],"demonstrated":[25],"to":[26,79,116,161,204,223,230,288,382],"achieve":[27],"better":[28],"performance":[29,137,293],"in":[30,63,99,135,310,348,400],"FL":[31,40,102,139,272,311,326,335,417],"APR":[33,55,59,104,141,295,313,352,376,419],"tasks.":[34,142,296],"However,":[35],"the":[36,43,65,83,106,126,132,136,145,206,210,241,245,251,256,264,269,274,281,291,316,332,339,354,363,384,409,412],"existing":[37,57],"methods":[41,60],"ignore":[42],"semantic":[45,164],"features":[46,165,229],"or":[47],"only":[48],"consider":[49],"simple":[50],"code":[51,86,96],"representations.":[52],"And":[53,350],"for":[54,69,186,209],"tasks,":[56,314,353],"template-based":[58],"weak":[62],"selecting":[64,260,278],"correct":[66],"fix":[67,212,258,276],"templates":[68],"more":[70,270,372,397],"effective":[71],"repair,":[73],"which":[74,155,369,407],"also":[76,331],"not":[77],"able":[78],"synthesize":[80],"patches":[81,242],"via":[82],"embedded":[84],"end-to-end":[85],"modification":[87],"knowledge":[88,124,168],"obtained":[89],"by":[90,244,342],"training":[91,110,127],"models":[92,185],"on":[93,193,300,344,351],"large-scale":[94,176],"bug-fix":[95],"pairs.":[97],"Moreover,":[98],"most":[100],"model":[107,220],"designs":[108],"phases":[111],"performed":[113],"separately,":[114],"leading":[115],"ineffective":[117],"sharing":[118],"updated":[120],"parameters":[121],"extracted":[123],"during":[125],"process.":[128],"This":[129],"limitation":[130],"hinders":[131],"further":[133,289],"improvement":[134],"To":[143],"solve":[144],"above":[146],"problems,":[147],"we":[148,173,239],"propose":[149],"a":[150,157,175,232],"novel":[151],"approach":[152],"called":[153],"MTL-TRANSFER,":[154],"leverages":[156],"multi-task":[158,183,252],"learning":[159,184,253],"strategy":[160,254],"extract":[162],"transferred":[167],"from":[169,250,263],"different":[170],"perspectives.":[171],"First,":[172],"construct":[174],"open-source":[177],"bug":[178,187,197],"datasets":[179],"implement":[181],"11":[182,194],"detection":[188],"patch":[190,247,283],"generation":[191,248],"sub-tasks":[192],"commonly":[195],"used":[196],"types,":[198],"as":[199,201],"well":[200],"one":[202],"multi-classifier":[203,265],"learn":[205],"relevant":[207],"semantics":[208],"subsequent":[211],"template":[213,259,277],"selection":[214],"task.":[215],"Second,":[216],"an":[217],"MLP-based":[218],"ranking":[219],"is":[221,330,370],"leveraged":[222],"fuse":[224],"spectrum-based,":[225],"mutation-based":[226],"semantic-based":[228],"generate":[231],"sorted":[233],"list":[234],"suspicious":[236],"statements.":[237],"Third,":[238],"combine":[240],"generated":[243],"neural":[246],"sub-task":[249],"optimized":[257,275,416],"order":[261],"gained":[262],"mentioned":[266],"above.":[267],"Finally,":[268],"accurate":[271],"results,":[273],"order,":[279],"expanded":[282],"candidates":[284],"combined":[286],"together":[287],"enhance":[290],"overall":[292],"Our":[297],"extensive":[298],"experiments":[299],"widely-used":[301],"benchmark":[302],"Defects4J":[303],"show":[304],"that":[305,389],"MTL-TRANSFER":[306,337,361,390],"outperforms":[307],"all":[308],"baselines":[309],"proving":[315],"effectiveness":[317,410],"our":[319,323,374,415],"approach.":[320],"previously":[324],"proposed":[325],"method":[327,377],"TRANSFER-FL":[328],"(which":[329],"state-of-the-art":[333],"statement-level":[334],"method),":[336],"increases":[338],"faults":[340],"hit":[341],"8/11/12":[343],"Top-1/3/5":[345],"metrics":[346],"(92/159/183":[347],"total).":[349],"number":[355],"successfully":[357,392],"repaired":[358],"bugs":[359,398],"under":[362],"perfect":[364],"setting":[366],"reaches":[367],"75,":[368],"8":[371],"than":[373],"previous":[375],"TRANSFER-PR.":[378],"Furthermore,":[379],"another":[380],"experiment":[381],"simulate":[383],"actual":[385],"scenarios":[387],"shows":[388],"can":[391],"15":[394],"9":[396],"(56":[399],"total)":[401],"compared":[402],"TBar":[404],"TRANSFER,":[406],"demonstrates":[408],"combination":[413],"components.":[420]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}