{"id":"https://openalex.org/W3202406966","doi":"https://doi.org/10.1145/3475061.3475063","title":"Graphs based on IR as Representation of Code","display_name":"Graphs based on IR as Representation of Code","publication_year":2021,"publication_date":"2021-09-27","ids":{"openalex":"https://openalex.org/W3202406966","doi":"https://doi.org/10.1145/3475061.3475063","mag":"3202406966"},"language":"en","primary_location":{"id":"doi:10.1145/3475061.3475063","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3475061.3475063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"25th Brazilian Symposium on Programming Languages","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/A5048105147","display_name":"Anderson Faustino","orcid":null},"institutions":[{"id":"https://openalex.org/I123443094","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360","country_code":"BR","type":"education","lineage":["https://openalex.org/I123443094"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Anderson Faustino","raw_affiliation_strings":["Universidade Estadual de Maring\ufffd\ufffd, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Maring\ufffd\ufffd, Brazil","institution_ids":["https://openalex.org/I123443094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048105147"],"corresponding_institution_ids":["https://openalex.org/I123443094"],"apc_list":null,"apc_paid":null,"fwci":0.0804,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44087552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6964486837387085},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5806732177734375},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5211455821990967},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5089564323425293},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39327919483184814},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3232284188270569},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.07353943586349487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6964486837387085},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5806732177734375},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5211455821990967},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5089564323425293},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39327919483184814},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3232284188270569},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.07353943586349487},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3475061.3475063","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3475061.3475063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"25th Brazilian Symposium on Programming Languages","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2028750752","https://openalex.org/W2101182628","https://openalex.org/W2885459608","https://openalex.org/W2890012470","https://openalex.org/W2912203876","https://openalex.org/W2952389078","https://openalex.org/W3007205676","https://openalex.org/W3008999375","https://openalex.org/W3010170699","https://openalex.org/W3013302896","https://openalex.org/W3093604544","https://openalex.org/W3094590294","https://openalex.org/W4241202945"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W2795079307","https://openalex.org/W2793058541","https://openalex.org/W1983629434","https://openalex.org/W2115140794","https://openalex.org/W2055929693","https://openalex.org/W2041120224","https://openalex.org/W4324271173","https://openalex.org/W1967645776","https://openalex.org/W2056396287"],"abstract_inverted_index":{"Mainstream":[0],"compilers":[1],"infer":[2],"code":[3],"properties":[4],"from":[5,84,142],"data":[6,24],"structures,":[7],"such":[8,39,121,134],"as":[9,40],"trees":[10],"and":[11,22,147],"graphs.":[12],"The":[13,88],"latter":[14],"is":[15,98],"useful":[16],"to":[17,112,132],"represent":[18],"the":[19,23,48,57,65,114],"control":[20],"flow":[21],"dependencies":[25],"in":[26,36],"a":[27,100,108,118,148,157],"code.":[28],"In":[29],"addition,":[30],"graphs":[31,82,135,141,155],"can":[32],"also":[33],"be":[34],"used":[35],"learning":[37,158],"tasks,":[38,138],"classifying":[41,72],"applications":[42,73],"given":[43,74],"their":[44,75],"raw":[45,76],"code,":[46,77],"predicting":[47,56],"best-performing":[49],"compute":[50],"device":[51],"(e.g.,":[52],"CPU,":[53],"GPU)":[54],"or":[55],"optimal":[58],"thread":[59],"coarsening":[60],"factor.":[61],"This":[62,105],"paper":[63,106,124],"investigates":[64],"performance":[66,103],"of":[67,81,102,120,151,154],"graph":[68],"neural":[69],"networks":[70],"on":[71,136,156],"for":[78],"different":[79,137,152],"type":[80],"extracted":[83],"LLVM\u2019s":[85,143],"intermediate":[86,144],"representation.":[87],"results":[89],"indicate":[90],"that":[91],"adding":[92],"new":[93],"(different)":[94],"edges":[95],"and/or":[96],"nodes":[97],"not":[99],"fact":[101],"improvement.":[104],"shows":[107],"compact":[109,140],"representation":[110],"tends":[111],"achieve":[113],"best":[115],"performance.":[116],"As":[117],"result":[119],"investigation,":[122],"this":[123],"has":[125],"three":[126],"main":[127],"contributions:":[128],"(1)":[129],"an":[130],"infrastructure":[131],"explore":[133],"(2)":[139],"representation,":[145],"(3)":[146],"detailed":[149],"evaluation":[150],"types":[153],"task.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}