{"id":"https://openalex.org/W4399631967","doi":"https://doi.org/10.1145/3643916.3646556","title":"SICode: Embedding-Based Subgraph Isomorphism Identification for Bug Detection","display_name":"SICode: Embedding-Based Subgraph Isomorphism Identification for Bug Detection","publication_year":2024,"publication_date":"2024-04-15","ids":{"openalex":"https://openalex.org/W4399631967","doi":"https://doi.org/10.1145/3643916.3646556"},"language":"en","primary_location":{"id":"doi:10.1145/3643916.3646556","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643916.3646556","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643916.3646556","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3643916.3646556","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062483625","display_name":"Yuanjun Gong","orcid":"https://orcid.org/0000-0002-4661-904X"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanjun Gong","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4661-904X","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078262423","display_name":"Jianglei Nie","orcid":"https://orcid.org/0009-0003-0702-5470"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianglei Nie","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-0702-5470","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101927208","display_name":"Wei You","orcid":"https://orcid.org/0000-0003-1009-6627"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei You","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1009-6627","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017405627","display_name":"Wenchang Shi","orcid":"https://orcid.org/0000-0002-5160-1223"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenchang Shi","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5160-1223","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037117080","display_name":"Jianjun Huang","orcid":"https://orcid.org/0000-0003-4403-0060"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Huang","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4403-0060","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100644627","display_name":"Bin Liang","orcid":"https://orcid.org/0000-0002-4818-7164"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Liang","raw_affiliation_strings":["Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4818-7164","affiliations":[{"raw_affiliation_string":"Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071652543","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0001-8523-3505"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["SKLCS, Institute of Software, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8523-3505","affiliations":[{"raw_affiliation_string":"SKLCS, Institute of Software, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062483625"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":0.746,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7518146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"304","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9995999932289124,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/subgraph-isomorphism-problem","display_name":"Subgraph isomorphism problem","score":0.9407669305801392},{"id":"https://openalex.org/keywords/induced-subgraph-isomorphism-problem","display_name":"Induced subgraph isomorphism problem","score":0.7974254488945007},{"id":"https://openalex.org/keywords/snippet","display_name":"Snippet","score":0.792624294757843},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6910613775253296},{"id":"https://openalex.org/keywords/isomorphism","display_name":"Isomorphism (crystallography)","score":0.6585302948951721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6502690315246582},{"id":"https://openalex.org/keywords/substructure","display_name":"Substructure","score":0.6065027713775635},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5897809863090515},{"id":"https://openalex.org/keywords/graph-isomorphism","display_name":"Graph isomorphism","score":0.4918944835662842},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4723932445049286},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3851655125617981},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.33013200759887695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22774147987365723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08653074502944946},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.06601238250732422}],"concepts":[{"id":"https://openalex.org/C131992880","wikidata":"https://www.wikidata.org/wiki/Q2528185","display_name":"Subgraph isomorphism problem","level":3,"score":0.9407669305801392},{"id":"https://openalex.org/C191241153","wikidata":"https://www.wikidata.org/wiki/Q6027240","display_name":"Induced subgraph isomorphism problem","level":5,"score":0.7974254488945007},{"id":"https://openalex.org/C2777822670","wikidata":"https://www.wikidata.org/wiki/Q1120538","display_name":"Snippet","level":2,"score":0.792624294757843},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6910613775253296},{"id":"https://openalex.org/C203436722","wikidata":"https://www.wikidata.org/wiki/Q902950","display_name":"Isomorphism (crystallography)","level":3,"score":0.6585302948951721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6502690315246582},{"id":"https://openalex.org/C99679407","wikidata":"https://www.wikidata.org/wiki/Q56761637","display_name":"Substructure","level":2,"score":0.6065027713775635},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5897809863090515},{"id":"https://openalex.org/C61665672","wikidata":"https://www.wikidata.org/wiki/Q303100","display_name":"Graph isomorphism","level":4,"score":0.4918944835662842},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4723932445049286},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3851655125617981},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33013200759887695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22774147987365723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08653074502944946},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.06601238250732422},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C203776342","wikidata":"https://www.wikidata.org/wiki/Q1378376","display_name":"Line graph","level":3,"score":0.0},{"id":"https://openalex.org/C22149727","wikidata":"https://www.wikidata.org/wiki/Q7940747","display_name":"Voltage graph","level":4,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C115624301","wikidata":"https://www.wikidata.org/wiki/Q895901","display_name":"Crystal structure","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643916.3646556","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643916.3646556","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643916.3646556","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3643916.3646556","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643916.3646556","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643916.3646556","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4397995466","display_name":null,"funder_award_id":"62272464","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8267205545","display_name":null,"funder_award_id":"62132020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8335646782","display_name":null,"funder_award_id":"62272465","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399631967.pdf","grobid_xml":"https://content.openalex.org/works/W4399631967.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1992114977","https://openalex.org/W2054520963","https://openalex.org/W2069268700","https://openalex.org/W2078197322","https://openalex.org/W2096659083","https://openalex.org/W2140840007","https://openalex.org/W2142498761","https://openalex.org/W2152874840","https://openalex.org/W2165004968","https://openalex.org/W2296073425","https://openalex.org/W2350778671","https://openalex.org/W2375939852","https://openalex.org/W2493916176","https://openalex.org/W2509822438","https://openalex.org/W2532962075","https://openalex.org/W2577142429","https://openalex.org/W2634106992","https://openalex.org/W2747329762","https://openalex.org/W2749008552","https://openalex.org/W2898811429","https://openalex.org/W2899516694","https://openalex.org/W2912115214","https://openalex.org/W3011088748","https://openalex.org/W3043519510","https://openalex.org/W3097608674","https://openalex.org/W3105926539","https://openalex.org/W3119253238","https://openalex.org/W3125675786","https://openalex.org/W3160616715","https://openalex.org/W3162962341","https://openalex.org/W3193289990","https://openalex.org/W4285490492","https://openalex.org/W6681029592"],"related_works":["https://openalex.org/W1482551403","https://openalex.org/W2954463587","https://openalex.org/W2393701947","https://openalex.org/W2915540008","https://openalex.org/W1965191464","https://openalex.org/W2128390795","https://openalex.org/W231720905","https://openalex.org/W84561889","https://openalex.org/W2540418660","https://openalex.org/W167435155"],"abstract_inverted_index":{"Given":[0],"a":[1,11,19,24,29,42],"known":[2],"buggy":[3,37,44,63],"code":[4,69],"snippet,":[5],"searching":[6],"for":[7],"similar":[8,43],"patterns":[9],"in":[10],"target":[12,68],"project":[13],"to":[14],"detect":[15],"unknown":[16],"bugs":[17,54],"is":[18,75],"reasonable":[20],"approach.":[21],"In":[22],"practice,":[23],"search":[25],"unit,":[26],"such":[27],"as":[28],"function,":[30],"may":[31],"appear":[32],"quite":[33],"different":[34],"from":[35],"the":[36,62,67],"snippet":[38],"but":[39],"actually":[40],"contains":[41],"substructure.":[45],"Utilizing":[46],"subgraph":[47,64,72],"isomorphism":[48,73],"identification":[49,74],"can":[50],"effectively":[51],"hunt":[52],"potential":[53],"by":[55],"checking":[56],"whether":[57],"an":[58,76],"approximate":[59],"copy":[60],"of":[61],"exists":[65],"within":[66],"graphs.":[70],"Regrettably,":[71],"NP-complete":[77],"problem.":[78]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
