{"id":"https://openalex.org/W3122369592","doi":"https://doi.org/10.1145/3324884.3416645","title":"Multiplex symbolic execution","display_name":"Multiplex symbolic execution","publication_year":2020,"publication_date":"2020-12-21","ids":{"openalex":"https://openalex.org/W3122369592","doi":"https://doi.org/10.1145/3324884.3416645","mag":"3122369592"},"language":"en","primary_location":{"id":"doi:10.1145/3324884.3416645","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3324884.3416645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th IEEE/ACM International Conference on Automated 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/A5100459674","display_name":"Yufeng Zhang","orcid":"https://orcid.org/0000-0001-8112-7617"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yufeng Zhang","raw_affiliation_strings":["Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024920190","display_name":"Zhenbang Chen","orcid":"https://orcid.org/0000-0002-4066-7892"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenbang Chen","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014675943","display_name":"Ziqi Shuai","orcid":"https://orcid.org/0009-0003-0575-5074"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Shuai","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425391","display_name":"Tianqi Zhang","orcid":"https://orcid.org/0000-0002-7129-5622"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianqi Zhang","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078793726","display_name":"Kenli Li","orcid":"https://orcid.org/0000-0002-2635-7716"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101836625","display_name":"Ji Wang","orcid":"https://orcid.org/0000-0003-0637-8744"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Wang","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100459674"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":2.8537,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91175094,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"846","last_page":"857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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":1.0,"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":0.9988999962806702,"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":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/symbolic-execution","display_name":"Symbolic execution","score":0.9406577944755554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8409740924835205},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7170022130012512},{"id":"https://openalex.org/keywords/concolic-testing","display_name":"Concolic testing","score":0.6813440322875977},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.6578044295310974},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.635513186454773},{"id":"https://openalex.org/keywords/symbolic-trajectory-evaluation","display_name":"Symbolic trajectory evaluation","score":0.6350716948509216},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.5246227979660034},{"id":"https://openalex.org/keywords/satisfiability-modulo-theories","display_name":"Satisfiability modulo theories","score":0.47217434644699097},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.46743836998939514},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.43252331018447876},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4150148630142212},{"id":"https://openalex.org/keywords/constraint-satisfaction-problem","display_name":"Constraint satisfaction problem","score":0.4118392765522003},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.38542211055755615},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.3349815309047699},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.138705313205719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12449508905410767},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1054711639881134},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07909828424453735}],"concepts":[{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.9406577944755554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8409740924835205},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7170022130012512},{"id":"https://openalex.org/C11219265","wikidata":"https://www.wikidata.org/wiki/Q5158734","display_name":"Concolic testing","level":4,"score":0.6813440322875977},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.6578044295310974},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.635513186454773},{"id":"https://openalex.org/C23123167","wikidata":"https://www.wikidata.org/wiki/Q7661193","display_name":"Symbolic trajectory evaluation","level":3,"score":0.6350716948509216},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.5246227979660034},{"id":"https://openalex.org/C164155591","wikidata":"https://www.wikidata.org/wiki/Q2067766","display_name":"Satisfiability modulo theories","level":2,"score":0.47217434644699097},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.46743836998939514},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.43252331018447876},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4150148630142212},{"id":"https://openalex.org/C199622910","wikidata":"https://www.wikidata.org/wiki/Q1128326","display_name":"Constraint satisfaction problem","level":3,"score":0.4118392765522003},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.38542211055755615},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.3349815309047699},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.138705313205719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12449508905410767},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1054711639881134},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07909828424453735},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3324884.3416645","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3324884.3416645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W23932775","https://openalex.org/W80790317","https://openalex.org/W116894366","https://openalex.org/W223068689","https://openalex.org/W413926619","https://openalex.org/W1457363419","https://openalex.org/W1545415851","https://openalex.org/W1549880792","https://openalex.org/W1710734607","https://openalex.org/W1850312962","https://openalex.org/W1904455255","https://openalex.org/W1970005004","https://openalex.org/W1979693894","https://openalex.org/W1990880047","https://openalex.org/W2009489720","https://openalex.org/W2011367000","https://openalex.org/W2020703884","https://openalex.org/W2024060531","https://openalex.org/W2041470132","https://openalex.org/W2042033151","https://openalex.org/W2047694629","https://openalex.org/W2062037031","https://openalex.org/W2065948900","https://openalex.org/W2071589768","https://openalex.org/W2076716251","https://openalex.org/W2096449544","https://openalex.org/W2097041275","https://openalex.org/W2101512909","https://openalex.org/W2105993618","https://openalex.org/W2110311336","https://openalex.org/W2125967324","https://openalex.org/W2127470768","https://openalex.org/W2129487583","https://openalex.org/W2159899121","https://openalex.org/W2163499368","https://openalex.org/W2278821771","https://openalex.org/W2484725950","https://openalex.org/W2547093895","https://openalex.org/W2740072075","https://openalex.org/W2755344367","https://openalex.org/W2794823999","https://openalex.org/W2795180899","https://openalex.org/W2795283266","https://openalex.org/W2888050482","https://openalex.org/W2914209329","https://openalex.org/W2967341500","https://openalex.org/W2967780860","https://openalex.org/W2997285016","https://openalex.org/W3007533873","https://openalex.org/W3008276449","https://openalex.org/W3011209520","https://openalex.org/W3160978791","https://openalex.org/W4232884709","https://openalex.org/W4234542549","https://openalex.org/W4241782937","https://openalex.org/W4300462944","https://openalex.org/W4301966972","https://openalex.org/W4393943383"],"related_works":["https://openalex.org/W2101264565","https://openalex.org/W1938597047","https://openalex.org/W2553223552","https://openalex.org/W1992485833","https://openalex.org/W3141167149","https://openalex.org/W2155539595","https://openalex.org/W2184716478","https://openalex.org/W34311366","https://openalex.org/W2287565210","https://openalex.org/W2782813868"],"abstract_inverted_index":{"Path":[0],"explosion":[1],"and":[2,23,118,139,141],"constraint":[3,27,42,97,108,145],"solving":[4,98,109,146],"are":[5],"two":[6,132],"challenges":[7],"to":[8,33,49,71,77,100,111,165],"symbolic":[9,64,82,116,133],"execution's":[10],"scalability.":[11],"Symbolic":[12,87],"execution":[13,117,134],"explores":[14,119],"the":[15,25,35,41,53,58,73,79,92,96,107,112,151,167],"program's":[16],"path":[17,113],"space":[18],"with":[19],"a":[20,30,38],"searching":[21,45,75],"strategy":[22],"invokes":[24],"underlying":[26],"solver":[28],"in":[29,63,115,122],"black-box":[31],"manner":[32],"check":[34],"feasibility":[36],"of":[37,60,81,125,150,162],"path.":[39],"Inside":[40],"solver,":[43],"another":[44],"procedure":[46,99,110],"is":[47],"employed":[48],"prove":[50],"or":[51],"disprove":[52],"feasibility.":[54],"Hence,":[55],"there":[56],"exists":[57],"problem":[59],"double":[61,74],"searchings":[62],"execution.":[65,83],"In":[66],"this":[67],"paper,":[68],"we":[69],"propose":[70,85],"unify":[72],"procedures":[76],"improve":[78],"scalability":[80],"We":[84,127],"Multiplex":[86],"Execution":[88],"(MuSE)":[89],"that":[90,158],"utilizes":[91],"intermediate":[93],"assignments":[94],"during":[95],"generate":[101],"new":[102],"program":[103],"inputs.":[104],"MuSE":[105,130,159],"maps":[106],"exploration":[114],"multiple":[120],"paths":[121],"one":[123],"time":[124],"solving.":[126],"have":[128],"implemented":[129],"on":[131,137,154],"tools":[135],"(based":[136],"KLEE":[138],"JPF)":[140],"three":[142],"commonly":[143],"used":[144],"algorithms.":[147],"The":[148],"results":[149],"extensive":[152],"experiments":[153],"real-world":[155],"benchmarks":[156],"indicate":[157],"has":[160],"orders":[161],"magnitude":[163],"speedup":[164],"achieve":[166],"same":[168],"coverage.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}