{"id":"https://openalex.org/W4382560916","doi":"https://doi.org/10.1142/s0218194023500420","title":"Nimbus++: Revisiting Efficient Function Signature Recovery with Depth Data Analysis","display_name":"Nimbus++: Revisiting Efficient Function Signature Recovery with Depth Data Analysis","publication_year":2023,"publication_date":"2023-06-29","ids":{"openalex":"https://openalex.org/W4382560916","doi":"https://doi.org/10.1142/s0218194023500420"},"language":"en","primary_location":{"id":"doi:10.1142/s0218194023500420","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1142/s0218194023500420","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","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/A5016291611","display_name":"Ligeng Chen","orcid":"https://orcid.org/0000-0002-0076-3708"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ligeng Chen","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.\u00a0R.\u00a0China"],"raw_orcid":"https://orcid.org/0000-0002-0076-3708","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068746768","display_name":"Qian Yi","orcid":"https://orcid.org/0009-0008-6486-9713"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Qian","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409330","display_name":"Yuyang Wang","orcid":"https://orcid.org/0000-0003-0242-8935"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyang Wang","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032564674","display_name":"Bing Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Mao","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08216268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"10","first_page":"1537","last_page":"1565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9916999936103821,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7459169030189514},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6176984310150146},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5967418551445007},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.5767074823379517},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5623055696487427},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5183252096176147},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3752860426902771},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3512243628501892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34364885091781616},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1710035800933838},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10402533411979675}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7459169030189514},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6176984310150146},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5967418551445007},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.5767074823379517},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5623055696487427},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5183252096176147},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3752860426902771},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3512243628501892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34364885091781616},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1710035800933838},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10402533411979675},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218194023500420","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1142/s0218194023500420","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G2197738367","display_name":null,"funder_award_id":"202201B058","funder_id":"https://openalex.org/F4320324852","funder_display_name":"Nanjing University"},{"id":"https://openalex.org/G2631618737","display_name":null,"funder_award_id":"61272078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3624991874","display_name":null,"funder_award_id":"62172201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6786717514","display_name":null,"funder_award_id":"62032010","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/F4320324852","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1942295288","https://openalex.org/W2012604743","https://openalex.org/W2024671287","https://openalex.org/W2031648200","https://openalex.org/W2041839827","https://openalex.org/W2064675550","https://openalex.org/W2099053789","https://openalex.org/W2102833942","https://openalex.org/W2138517425","https://openalex.org/W2159059513","https://openalex.org/W2165015106","https://openalex.org/W2493916176","https://openalex.org/W2516933175","https://openalex.org/W2612690371","https://openalex.org/W2734941459","https://openalex.org/W2889593990","https://openalex.org/W2913340405","https://openalex.org/W2970798168","https://openalex.org/W3000514891","https://openalex.org/W3107485598","https://openalex.org/W3154707155"],"related_works":["https://openalex.org/W1671124163","https://openalex.org/W2168674042","https://openalex.org/W3030774134","https://openalex.org/W2104499293","https://openalex.org/W2535275505","https://openalex.org/W2082057679","https://openalex.org/W2102771100","https://openalex.org/W1742524526","https://openalex.org/W223898368","https://openalex.org/W2367459486"],"abstract_inverted_index":{"Function":[0],"signature":[1,55,171,192],"recovery":[2,127,193],"is":[3,56,114,122,140,159],"vital":[4],"for":[5,61,124,168],"many":[6],"binary":[7],"analysis":[8,102,109],"tasks,":[9,63],"led":[10],"by":[11,162,195],"control-flow":[12],"integrity":[13],"enhancement.":[14],"To":[15,74,95],"minimize":[16],"human":[17],"effort,":[18],"existing":[19],"works":[20,30],"attempt":[21,83],"to":[22,84,128],"replace":[23],"rule-based":[24],"methods":[25],"with":[26,198],"learning-based":[27],"methods.":[28],"These":[29],"put":[31],"a":[32,92,104,117],"lot":[33],"of":[34,47,132,146,155,202],"work":[35],"into":[36],"improving":[37],"the":[38,44,53,76,136,144,156,184,203],"system\u2019s":[39],"performance,":[40],"but":[41],"this":[42,96],"had":[43],"unintended":[45],"consequence":[46],"increasing":[48],"resource":[49,138,153],"usage.":[50],"However,":[51],"recovering":[52],"function":[54,125,170,191],"more":[57],"about":[58,196,200],"providing":[59],"information":[60,147],"subsequent":[62],"e.g.":[64],"reverse":[65],"engineering,":[66],"so":[67],"both":[68],"efficiency":[69],"and":[70,110,116,135,149],"performance":[71],"are":[72],"significant.":[73],"identify":[75],"fundamental":[77],"factors":[78],"that":[79,180],"increase":[80],"efficiency,":[81],"we":[82,98,181],"optimize":[85],"data-driven":[86],"systems":[87],"throughout":[88],"their":[89],"lifecycle":[90],"from":[91],"data":[93,101],"perspective.":[94],"end,":[97],"perform":[99],"detailed":[100],"on":[103,143],"carefully":[105],"collected":[106],"dataset.":[107],"After":[108],"exploration,":[111],"selective":[112],"input":[113],"adopted":[115],"multi-task":[118],"learning":[119],"(MTL)":[120],"structure":[121],"introduced":[123],"feature":[126],"make":[129],"full":[130],"use":[131],"mutual":[133],"information,":[134],"computing":[137],"overhead":[139],"optimized":[141],"based":[142],"observation":[145],"deviation":[148],"sub-task":[150],"relationship.":[151],"The":[152],"usage":[154],"entire":[157],"process":[158],"significantly":[160],"reduced":[161],"our":[163],"suggested":[164],"solution,":[165],"named":[166],"Nimbus++":[167],"efficient":[169],"recovery,":[172],"without":[173],"sacrificing":[174],"performance.":[175],"Our":[176],"test":[177],"findings":[178],"demonstrate":[179],"even":[182],"surpass":[183],"state-of-the-art":[185],"method\u2019s":[186],"prediction":[187],"accuracy":[188],"across":[189],"all":[190],"tasks":[194],"1%":[197],"just":[199],"12.5%":[201],"processing":[204],"time.":[205]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
