{"id":"https://openalex.org/W7131061935","doi":"https://doi.org/10.1145/3785021.3787984","title":"Reproducibility Report for ACM SIGMOD 2025 Paper: 'Alsatian: Optimizing Model Search for Deep Transfer Learning'","display_name":"Reproducibility Report for ACM SIGMOD 2025 Paper: 'Alsatian: Optimizing Model Search for Deep Transfer Learning'","publication_year":2025,"publication_date":"2025-06-22","ids":{"openalex":"https://openalex.org/W7131061935","doi":"https://doi.org/10.1145/3785021.3787984"},"language":null,"primary_location":{"id":"doi:10.1145/3785021.3787984","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3785021.3787984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Reproducibility Reports of the 2025 International Conference on Management of Data","raw_type":"proceedings-article"},"type":"conference-paper","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/A5081045006","display_name":"Zhanghan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhanghan Wang","raw_affiliation_strings":["New York University, New York, New York, USA"],"raw_orcid":"https://orcid.org/0009-0006-3234-6155","affiliations":[{"raw_affiliation_string":"New York University, New York, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yan Pang","orcid":"https://orcid.org/0009-0007-3954-870X"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Pang","raw_affiliation_strings":["University of Virginia, Charlottesville, Virginia, USA"],"raw_orcid":"https://orcid.org/0009-0007-3954-870X","affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, Virginia, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118566655","display_name":"Nils Strassenburg","orcid":null},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Strassenburg","raw_affiliation_strings":["Hasso Plattner Institute, University of Potsdam, Potsdam, Brandenburg, Germany"],"raw_orcid":"https://orcid.org/0009-0004-2569-2549","affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, University of Potsdam, Potsdam, Brandenburg, Germany","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":"11","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.07450000196695328,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.07450000196695328,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.050700001418590546,"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"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.044599998742341995,"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/scripting-language","display_name":"Scripting language","score":0.6198999881744385},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5924999713897705},{"id":"https://openalex.org/keywords/certificate","display_name":"Certificate","score":0.40070000290870667},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.3495999872684479},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.3474999964237213}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8546000123023987},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6198999881744385},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5924999713897705},{"id":"https://openalex.org/C96865113","wikidata":"https://www.wikidata.org/wiki/Q2946816","display_name":"Certificate","level":2,"score":0.40070000290870667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.398499995470047},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.352400004863739},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.3495999872684479},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3379000127315521},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2870999872684479},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.2791999876499176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27880001068115234},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26980000734329224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3785021.3787984","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3785021.3787984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Reproducibility Reports of the 2025 International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4411403268"],"related_works":[],"abstract_inverted_index":{"This":[0],"is":[1],"a":[2,27,95],"reproduction":[3,74],"evaluation":[4,75],"of":[5,18,97],"''Alsatian:":[6],"Optimizing":[7],"Model":[8],"Search":[9],"for":[10,42,58],"Deep":[11],"Transfer":[12],"Learning'',":[13],"which":[14],"observed":[15],"the":[16,45,65,73,77,83,89,98],"overlapping":[17],"models":[19],"during":[20],"model":[21],"searching":[22,35],"and":[23,33],"optimizes":[24],"it":[25],"with":[26],"novel":[28],"solution":[29],"that":[30,91],"utilizes":[31],"caches":[32],"excellent":[34],"algorithms.":[36],"The":[37],"authors":[38],"provided":[39],"detailed":[40],"descriptions":[41],"setting":[43],"up":[44],"required":[46],"environment":[47,79],"through":[48],"Docker":[49],"containers,":[50],"as":[51,53,80,94],"well":[52],"scripts":[54],"to":[55,64,71],"perform":[56,72],"experiments":[57],"each":[59],"figure":[60],"in":[61,82,87],"paper.":[62,84],"Thanks":[63],"authors'":[66],"help,":[67],"we":[68],"were":[69],"able":[70],"using":[76],"same":[78],"described":[81],"We":[85],"succeeded":[86],"reproducing":[88],"results":[90],"can":[92],"serve":[93],"certificate":[96],"result":[99],"authenticity.":[100]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-02-24T00:00:00"}