{"id":"https://openalex.org/W6912583599","doi":"https://doi.org/10.5281/zenodo.7640313","title":"An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry VM","display_name":"An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry VM","publication_year":2023,"publication_date":"2023-02-09","ids":{"openalex":"https://openalex.org/W6912583599","doi":"https://doi.org/10.5281/zenodo.7640313"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:7640313","is_oa":true,"landing_page_url":"https://zenodo.org/record/7640313","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"type":"other","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7640313","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jiang, Wenxin","orcid":"https://orcid.org/0000-0003-2608-8576"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiang, Wenxin","raw_affiliation_strings":["Purdue University"],"raw_orcid":"https://orcid.org/0000-0003-2608-8576","affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Synovic, Nicholas","orcid":"https://orcid.org/0000-0003-0413-4594"},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Synovic, Nicholas","raw_affiliation_strings":["Loyola University Chicago"],"raw_orcid":"https://orcid.org/0000-0003-0413-4594","affiliations":[{"raw_affiliation_string":"Loyola University Chicago","institution_ids":["https://openalex.org/I1925986"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hyatt, Matt","orcid":"https://orcid.org/0000-0002-6356-6832"},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyatt, Matt","raw_affiliation_strings":["Loyola University Chicago"],"raw_orcid":"https://orcid.org/0000-0002-6356-6832","affiliations":[{"raw_affiliation_string":"Loyola University Chicago","institution_ids":["https://openalex.org/I1925986"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Schorlemmer, Taylor R.","orcid":"https://orcid.org/0000-0003-2181-5527"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Schorlemmer, Taylor R.","raw_affiliation_strings":["Purdue University"],"raw_orcid":"https://orcid.org/0000-0003-2181-5527","affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sethi, Rohan","orcid":"https://orcid.org/0000-0002-9587-3722"},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sethi, Rohan","raw_affiliation_strings":["Loyola University Chicago"],"raw_orcid":"https://orcid.org/0000-0002-9587-3722","affiliations":[{"raw_affiliation_string":"Loyola University Chicago","institution_ids":["https://openalex.org/I1925986"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lu, Yung-Hsiang","orcid":"https://orcid.org/0000-0002-5491-7661"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lu, Yung-Hsiang","raw_affiliation_strings":["Purdue University"],"raw_orcid":"https://orcid.org/0000-0002-5491-7661","affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Thiruvathukal, George K.","orcid":"https://orcid.org/0000-0002-0452-5571"},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thiruvathukal, George K.","raw_affiliation_strings":["Loyola University Chicago"],"raw_orcid":"https://orcid.org/0000-0002-0452-5571","affiliations":[{"raw_affiliation_string":"Loyola University Chicago","institution_ids":["https://openalex.org/I1925986"]}]},{"author_position":"last","author":{"id":null,"display_name":"Davis, James C.","orcid":"https://orcid.org/0000-0003-2495-686X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Davis, James C.","raw_affiliation_strings":["Purdue University"],"raw_orcid":"https://orcid.org/0000-0003-2495-686X","affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.6998000144958496},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.6679999828338623},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.6381000280380249},{"id":"https://openalex.org/keywords/password","display_name":"Password","score":0.6324999928474426},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5577999949455261},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.5115000009536743},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.490200012922287},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4584999978542328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8126000165939331},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6998000144958496},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.6679999828338623},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.6381000280380249},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.6324999928474426},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5577999949455261},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.5115000009536743},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.490200012922287},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4584999978542328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4426000118255615},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.42340001463890076},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.3495999872684479},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.3427000045776367},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3337000012397766},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3294999897480011},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2924000024795532},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C198140048","wikidata":"https://www.wikidata.org/wiki/Q10859422","display_name":"Software versioning","level":3,"score":0.28859999775886536},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2815000116825104},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.27649998664855957},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27149999141693115},{"id":"https://openalex.org/C2984968299","wikidata":"https://www.wikidata.org/wiki/Q1077784","display_name":"Software tool","level":3,"score":0.27129998803138733},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.266400009393692},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.26350000500679016}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:7640313","is_oa":true,"landing_page_url":"https://zenodo.org/record/7640313","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.7640313","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.7640313","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7640313","is_oa":true,"landing_page_url":"https://zenodo.org/record/7640313","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,87],"Zenodo":[1,81],"artifact":[2,40],"contains":[3],"the":[4,11,15,27,38,48,56,60,66,71,83,95,111],"VM":[5,49,61,88,112],"to":[6,44,54],"build,":[7],"install,":[8],"and":[9,41,80,93],"run":[10],"software":[12,74],"artifacts":[13],"for":[14],"ICSE":[16],"2023":[17],"submission":[18],"<em>An":[19],"Empirical":[20],"Study":[21],"of":[22],"Pre-Trained":[23],"Model":[24,32],"Reuse":[25],"in":[26,65],"Hugging":[28],"Face":[29],"Deep":[30],"Learning":[31],"Registry.</em>":[33],"It":[34],"does":[35],"not":[36],"contain":[37],"HFTorrent":[39,57],"will":[42],"need":[43],"be":[45,63],"downloaded":[46],"into":[47],"separately.":[50],"Instructions":[51],"on":[52,78,90],"how":[53],"extract":[55],"dataset":[58],"within":[59],"can":[62],"found":[64],"\"~/howToExtractHFTorrent.md\"":[67],"file":[68],"included":[69],"with":[70],"VM.":[72],"The":[73,100,117,121],"source":[75],"is":[76,103],"available":[77],"GitHub":[79],"at":[82],"following":[84],"link:":[85],"https://github.com/PurdueDualityLab/ICSE-23-PTM-Artifact":[86],"runs":[89],"VirtualBox":[91],"7":[92],"uses":[94],"Open":[96],"Virtualization":[97],"Format":[98],"2.0.<br>":[99],"VM's":[101],"OS":[102],"Ubuntu":[104],"Server":[105],"22.04.1":[106],"LTS.":[107],"We":[108],"recommend":[109],"importing":[110],"using":[113],"VirtualBox's":[114],"Import":[115],"utility.":[116],"username":[118],"is:":[119,123],"<strong>icse2023</strong>":[120,124],"password":[122]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
