{"id":"https://openalex.org/W4284678610","doi":"https://doi.org/10.1145/3510003.3510191","title":"ReMoS","display_name":"ReMoS","publication_year":2022,"publication_date":"2022-05-21","ids":{"openalex":"https://openalex.org/W4284678610","doi":"https://doi.org/10.1145/3510003.3510191"},"language":"en","primary_location":{"id":"doi:10.1145/3510003.3510191","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3510003.3510191","pdf_url":null,"source":{"id":"https://openalex.org/S4363608872","display_name":"Proceedings of the 44th International Conference on Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th International Conference on Software Engineering","raw_type":"proceedings-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/A5048558058","display_name":"Ziqi Zhang","orcid":"https://orcid.org/0000-0001-7000-3539"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziqi Zhang","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628298","display_name":"Yuanchun Li","orcid":"https://orcid.org/0000-0002-1591-2526"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanchun Li","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100700956","display_name":"Jindong Wang","orcid":"https://orcid.org/0000-0002-4833-0880"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jindong Wang","raw_affiliation_strings":["Microsoft Research, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101497182","display_name":"Bingyan Liu","orcid":"https://orcid.org/0000-0003-2613-9863"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingyan Liu","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039182822","display_name":"Ding Li","orcid":"https://orcid.org/0000-0001-7558-9137"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Li","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021450973","display_name":"Yao Guo","orcid":"https://orcid.org/0000-0001-5064-5286"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Guo","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101636662","display_name":"Xiangqun Chen","orcid":"https://orcid.org/0000-0002-7366-5906"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangqun Chen","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102880548","display_name":"Yunxin Liu","orcid":"https://orcid.org/0000-0001-7352-8955"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxin Liu","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5048558058"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":2.6095,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.91540785,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1856","last_page":"1868"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9994000196456909,"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":0.9994000196456909,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9922000169754028,"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":0.9772999882698059,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8396832942962646},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.7620775699615479},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5543078780174255},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.5472854375839233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5306521654129028},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5223948955535889},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5014152526855469},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.49755075573921204},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.48673108220100403},{"id":"https://openalex.org/keywords/program-slicing","display_name":"Program slicing","score":0.4513416290283203},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41923320293426514},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.4190353751182556},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.18376561999320984},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14468249678611755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8396832942962646},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7620775699615479},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5543078780174255},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.5472854375839233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5306521654129028},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5223948955535889},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5014152526855469},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.49755075573921204},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.48673108220100403},{"id":"https://openalex.org/C91071405","wikidata":"https://www.wikidata.org/wiki/Q1413145","display_name":"Program slicing","level":3,"score":0.4513416290283203},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41923320293426514},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.4190353751182556},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18376561999320984},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14468249678611755},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3510003.3510191","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3510003.3510191","pdf_url":null,"source":{"id":"https://openalex.org/S4363608872","display_name":"Proceedings of the 44th International Conference on Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th International Conference on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1516184288","https://openalex.org/W2038765747","https://openalex.org/W2055267228","https://openalex.org/W2095577883","https://openalex.org/W2103260577","https://openalex.org/W2112736324","https://openalex.org/W2140077136","https://openalex.org/W2152161678","https://openalex.org/W2165698076","https://openalex.org/W2194775991","https://openalex.org/W2496223582","https://openalex.org/W2510008933","https://openalex.org/W2532717356","https://openalex.org/W2533598788","https://openalex.org/W2616028256","https://openalex.org/W2747329762","https://openalex.org/W2807363941","https://openalex.org/W2888824816","https://openalex.org/W2889097348","https://openalex.org/W2897865027","https://openalex.org/W2962843521","https://openalex.org/W2981431987","https://openalex.org/W2985913519","https://openalex.org/W2996851481","https://openalex.org/W2997583194","https://openalex.org/W2999193264","https://openalex.org/W3035367371","https://openalex.org/W3042703469","https://openalex.org/W3043716470","https://openalex.org/W3090119274","https://openalex.org/W3090139955","https://openalex.org/W3090943961","https://openalex.org/W3099610985","https://openalex.org/W3101094684","https://openalex.org/W3104896058","https://openalex.org/W3105604018","https://openalex.org/W3106646114","https://openalex.org/W3110076341","https://openalex.org/W3114473259","https://openalex.org/W3169839597","https://openalex.org/W3176064809","https://openalex.org/W3177071754","https://openalex.org/W4234735799"],"related_works":["https://openalex.org/W2134982133","https://openalex.org/W1964336761","https://openalex.org/W2991905743","https://openalex.org/W2169437772","https://openalex.org/W4239953224","https://openalex.org/W2165685498","https://openalex.org/W4302024603","https://openalex.org/W2170816480","https://openalex.org/W2347708239","https://openalex.org/W2011854888"],"abstract_inverted_index":{"Transfer":[0],"learning":[1,11,89],"is":[2,57,62,68,110,136],"a":[3,78,101],"popular":[4],"software":[5,33],"reuse":[6],"technique":[7,82],"in":[8,31,37],"the":[9,38,60,66,95,113,118,125,129,133,140,144,153],"deep":[10],"community":[12],"that":[13,109,171],"enables":[14],"developers":[15],"to":[16,83,112,138,151,180,188],"build":[17],"custom":[18],"models":[19,25],"(students)":[20],"based":[21,116],"on":[22,117,128,160,201],"sophisticated":[23],"pretrained":[24],"(teachers).":[26],"However,":[27],"like":[28],"vulnerability":[29],"inheritance":[30,86],"traditional":[32],"reuse,":[34],"some":[35],"defects":[36,56,176],"teacher":[39,67,96,126],"model":[40,80,102,107,127],"may":[41],"also":[42],"be":[43],"inherited":[44,175],"by":[45,123,186],"students,":[46],"such":[47,55],"as":[48],"well-known":[49],"adversarial":[50],"vulnerabilities":[51],"and":[52,167,185,193],"backdoors.":[53],"Reducing":[54],"challenging":[58],"since":[59],"student":[61,114,130,141],"unaware":[63],"of":[64,106,155,198],"how":[65],"trained":[69],"and/or":[70],"attacked.":[71],"In":[72],"this":[73],"paper,":[74],"we":[75],"propose":[76],"ReMoS,":[77],"relevant":[79,111,134],"slicing":[81],"reduce":[84,174],"defect":[85],"during":[87],"transfer":[88],"while":[90,143],"retaining":[91],"useful":[92],"knowledge":[93],"from":[94,149],"model.":[97],"Specifically,":[98],"ReMoS":[99,172],"computes":[100],"slice":[103,135],"(a":[104],"subset":[105],"weights)":[108],"task":[115],"neuron":[119],"coverage":[120],"information":[121],"obtained":[122],"profiling":[124],"task.":[131],"Only":[132],"used":[137],"finetune":[139],"model,":[142],"irrelevant":[145],"weights":[146],"are":[147],"retrained":[148],"scratch":[150],"minimize":[152],"risk":[154],"inheriting":[156],"defects.":[157],"Our":[158],"experiments":[159],"seven":[161],"DNN":[162,165],"defects,":[163],"four":[164],"models,":[166],"eight":[168],"datasets":[169],"demonstrate":[170],"can":[173],"effectively":[177],"(by":[178],"63%":[179],"86%":[181],"for":[182,190],"CV":[183],"tasks":[184],"40%":[187],"61%":[189],"NLP":[191],"tasks)":[192],"efficiently":[194],"with":[195],"minimal":[196],"sacrifice":[197],"accuracy":[199],"(3%":[200],"average).":[202]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2022-07-08T00:00:00"}
