{"id":"https://openalex.org/W4403536352","doi":"https://doi.org/10.1145/3691620.3695066","title":"Exploring Parameter-Efficient Fine-Tuning of Large Language Model on Automated Program Repair","display_name":"Exploring Parameter-Efficient Fine-Tuning of Large Language Model on Automated Program Repair","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4403536352","doi":"https://doi.org/10.1145/3691620.3695066"},"language":"en","primary_location":{"id":"doi:10.1145/3691620.3695066","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3691620.3695066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th 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/A5050546081","display_name":"Guochang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guochang Li","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075513322","display_name":"Chen Zhi","orcid":"https://orcid.org/0000-0002-1273-2992"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Zhi","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008121713","display_name":"Jialiang Chen","orcid":"https://orcid.org/0000-0003-2795-777X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialiang Chen","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009236459","display_name":"Junxiao Han","orcid":"https://orcid.org/0000-0001-7630-8667"},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Junxiao Han","raw_affiliation_strings":["Hangzhou City University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I4400573310"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055284175","display_name":"Shuiguang Deng","orcid":"https://orcid.org/0000-0001-5015-6095"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuiguang Deng","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050546081"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":3.6217,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94537815,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"719","last_page":"731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9980999827384949,"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":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.7195016145706177},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.47621259093284607},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.46757203340530396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.275565505027771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7195016145706177},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.47621259093284607},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.46757203340530396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.275565505027771}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3691620.3695066","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3691620.3695066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1560374668","https://openalex.org/W1593271688","https://openalex.org/W2060333670","https://openalex.org/W2156723666","https://openalex.org/W2344973853","https://openalex.org/W2400994325","https://openalex.org/W2762550985","https://openalex.org/W2851896161","https://openalex.org/W2867448323","https://openalex.org/W2905489084","https://openalex.org/W2907705732","https://openalex.org/W2972082064","https://openalex.org/W3003756849","https://openalex.org/W3043761819","https://openalex.org/W3104012431","https://openalex.org/W3120546485","https://openalex.org/W3121734253","https://openalex.org/W3125046082","https://openalex.org/W3134686229","https://openalex.org/W3160155705","https://openalex.org/W3161027892","https://openalex.org/W3193682477","https://openalex.org/W3194184668","https://openalex.org/W4244452926","https://openalex.org/W4280534475","https://openalex.org/W4284674057","https://openalex.org/W4308643319","https://openalex.org/W4384154386","https://openalex.org/W4384304728","https://openalex.org/W4384345669","https://openalex.org/W4384345708","https://openalex.org/W4384918448","https://openalex.org/W4385570151","https://openalex.org/W4385572634","https://openalex.org/W4386185625","https://openalex.org/W4388422146","https://openalex.org/W4388483128","https://openalex.org/W4389158474","https://openalex.org/W4389162178","https://openalex.org/W4390045011"],"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/W4396696052"],"abstract_inverted_index":{"Automated":[0],"Program":[1],"Repair":[2],"(APR)":[3],"aims":[4],"to":[5,59,75],"fix":[6],"bugs":[7],"by":[8],"generating":[9],"patches.":[10],"And":[11],"existing":[12,32],"work":[13,33],"has":[14,45,71],"demonstrated":[15],"that":[16],"\"pre-training":[17],"and":[18,42,70],"fine-tuning\"":[19],"paradigm":[20],"enables":[21],"Large":[22],"Language":[23],"Models":[24],"(LLMs)":[25],"improve":[26],"fixing":[27],"capabilities":[28],"on":[29,36,48],"APR.":[30,57],"However,":[31],"mainly":[34],"focuses":[35],"Full-Model":[37],"Fine-Tuning":[38,54],"(FMFT)":[39],"for":[40,56],"APR":[41],"limited":[43],"research":[44],"been":[46,72],"conducted":[47],"the":[49],"execution-based":[50],"evaluation":[51],"of":[52],"Parameter-Efficient":[53],"(PEFT)":[55],"Comparing":[58],"FMFT,":[60],"PEFT":[61],"can":[62],"reduce":[63],"computing":[64],"resource":[65],"consumption":[66],"without":[67],"compromising":[68],"performance":[69],"widely":[73],"adopted":[74],"other":[76],"software":[77],"engineering":[78],"tasks.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
