{"id":"https://openalex.org/W4406460127","doi":"https://doi.org/10.1109/bigdata62323.2024.10825553","title":"ASPIRE: A Multi-Agent Framework for Execution-Free Code Analysis and Repair","display_name":"ASPIRE: A Multi-Agent Framework for Execution-Free Code Analysis and Repair","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406460127","doi":"https://doi.org/10.1109/bigdata62323.2024.10825553"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825553","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5018559446","display_name":"Buvaneswari A. Ramanan","orcid":null},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Buvaneswari A. Ramanan","raw_affiliation_strings":["Nokia Bell Labs,Murray Hill,NJ,USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs,Murray Hill,NJ,USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033886992","display_name":"Manzoor Ahmed Khan","orcid":"https://orcid.org/0000-0002-0319-8126"},"institutions":[{"id":"https://openalex.org/I72090969","display_name":"Nokia (United States)","ror":"https://ror.org/038km2573","country_code":"US","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I72090969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manzoor A. Khan","raw_affiliation_strings":["Nokia Bell Labs,Murray Hill,NJ,USA"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs,Murray Hill,NJ,USA","institution_ids":["https://openalex.org/I72090969"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051435307","display_name":"Asha Rao","orcid":"https://orcid.org/0000-0003-3592-3078"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhinav Rao","raw_affiliation_strings":["Carnegie Mellon University,Pittsburgh,PA,USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University,Pittsburgh,PA,USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018559446"],"corresponding_institution_ids":["https://openalex.org/I72090969"],"apc_list":null,"apc_paid":null,"fwci":0.3381,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60012715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"8811","last_page":"8813"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9965000152587891,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9940999746322632,"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":0.9884999990463257,"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":0.7791208028793335},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5808608531951904},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.569858729839325},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33771806955337524},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3320353925228119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7791208028793335},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5808608531951904},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.569858729839325},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33771806955337524},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3320353925228119},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825553","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2951936329","https://openalex.org/W4221143046","https://openalex.org/W4393730225","https://openalex.org/W4395443287","https://openalex.org/W4400267192","https://openalex.org/W6754655096","https://openalex.org/W6809646742","https://openalex.org/W6863476037","https://openalex.org/W6865159802","https://openalex.org/W6869866794"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2056396287"],"abstract_inverted_index":{"The":[0],"proliferation":[1],"of":[2,22,122],"Large":[3],"Language":[4],"Models":[5],"(LLMs)":[6],"and":[7,20,58,74,89],"agentic":[8,90],"systems":[9],"for":[10,62,86,132],"code":[11,29,76,88,135],"generation":[12,136],"introduces":[13],"new":[14],"challenges":[15,52],"in":[16,26,39,105],"ensuring":[17],"the":[18,60],"reliability":[19],"correctness":[21,77],"generated":[23,28],"programs.":[24],"Errors":[25],"dynamically":[27],"can":[30],"cascade":[31],"through":[32],"workflows,":[33],"leading":[34],"to":[35,49],"inefficiencies":[36],"or":[37],"failures":[38],"critical":[40],"systems.":[41,137],"We":[42],"present":[43],"ASPIRE,":[44],"a":[45,95,109,130],"multi-agent":[46,114],"framework":[47],"designed":[48],"address":[50],"these":[51],"by":[53],"providing":[54],"execution-free":[55],"static":[56],"analysis":[57],"laying":[59],"foundation":[61],"program":[63,72,117],"repair.":[64],"ASPIRE\u2019s":[65],"agents":[66],"collaboratively":[67],"simulate":[68],"runtime":[69],"traces,":[70],"predict":[71],"states,":[73],"evaluate":[75],"without":[78],"requiring":[79],"actual":[80],"execution,":[81],"making":[82],"it":[83],"particularly":[84],"suited":[85],"LLM-generated":[87],"workflows.":[91],"Experimental":[92],"results":[93],"on":[94],"curated":[96],"dataset":[97],"from":[98],"Codeforces":[99],"show":[100],"ASPIRE":[101,125],"achieving":[102],"~56%":[103],"accuracy":[104],"verdict":[106],"prediction,":[107],"with":[108],"33%":[110],"improvement":[111],"when":[112],"employing":[113],"collaboration.":[115],"While":[116],"repair":[118],"remains":[119],"an":[120],"area":[121],"future":[123],"work,":[124],"demonstrates":[126],"significant":[127],"potential":[128],"as":[129],"safeguard":[131],"dynamic,":[133],"LLM-driven":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}