{"id":"https://openalex.org/W7162463840","doi":"https://doi.org/10.1145/3788853.3801606","title":"Adda: An Agent-Driven in-Database Feature Generation System","display_name":"Adda: An Agent-Driven in-Database Feature Generation System","publication_year":2026,"publication_date":"2026-05-26","ids":{"openalex":"https://openalex.org/W7162463840","doi":"https://doi.org/10.1145/3788853.3801606"},"language":null,"primary_location":{"id":"doi:10.1145/3788853.3801606","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3788853.3801606","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the International Conference on Management of Data","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3788853.3801606","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100330762","display_name":"Zhenyu Li","orcid":"https://orcid.org/0000-0002-6043-3479"},"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":"Zhenyu Li","raw_affiliation_strings":["Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0001-2265-0800","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098357875","display_name":"Z Q \u6893\u9a9e Yang \u6768","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Yang","raw_affiliation_strings":["Zhejiang University, Hangzhou, Zhejiang, China, School of Software Technology, Zhejiang University, Ningbo, Zhejiang, China, Institute of Fundamental and Transdisciplinary Research, Zhejiang University, Hangzhou, Zhejiang, China, and Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-0344-1464","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China, School of Software Technology, Zhejiang University, Ningbo, Zhejiang, China, Institute of Fundamental and Transdisciplinary Research, Zhejiang University, Hangzhou, Zhejiang, China, and Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088642132","display_name":"Kuan Lu","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":false,"raw_author_name":"Kuan Lu","raw_affiliation_strings":["Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0007-9344-619X","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108047889","display_name":"Y\u00ec W\u00e1ng","orcid":"https://orcid.org/0000-0001-5697-0717"},"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":"Jiahao Wang","raw_affiliation_strings":["Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0002-0635-4216","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014098250","display_name":"Gongsheng Yuan","orcid":"https://orcid.org/0000-0002-7992-3179"},"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":"Gongsheng Yuan","raw_affiliation_strings":["Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-7992-3179","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137046775","display_name":"Sai Wu","orcid":"https://orcid.org/0000-0002-7903-1496"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sai Wu","raw_affiliation_strings":["Zhejiang University, Hangzhou, Zhejiang, China, The State Key Laboratory of Blockchain and Data Security, Hangzhou, Zhejiang, China, and Zhejiang Key Laboratory of Big Data Intelligent Computing, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-7903-1496","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China, The State Key Laboratory of Blockchain and Data Security, Hangzhou, Zhejiang, China, and Zhejiang Key Laboratory of Big Data Intelligent Computing, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84778722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"78","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.07760000228881836,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.07760000228881836,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.0706000030040741,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.0625,"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/feature","display_name":"Feature (linguistics)","score":0.5051000118255615},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3743000030517578},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.2549999952316284},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.24869999289512634},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.24660000205039978}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5543000102043152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.54339998960495},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5051000118255615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35830000042915344},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.24869999289512634},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.24660000205039978},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.24089999496936798},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2401999980211258}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3788853.3801606","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3788853.3801606","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3788853.3801606","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3788853.3801606","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the International Conference on Management of Data","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2044849727","https://openalex.org/W3029900615","https://openalex.org/W4213308398","https://openalex.org/W4411403276","https://openalex.org/W7133188930"],"related_works":[],"abstract_inverted_index":{"Integrating":[0],"machine":[1],"learning":[2],"(ML)":[3],"analytics":[4,78,142],"into":[5,95],"existing":[6],"database":[7],"management":[8],"systems":[9],"(DBMSs)":[10],"eliminates":[11],"the":[12,68,136],"need":[13],"for":[14,40,48,87,114],"costly":[15],"data":[16],"transfers":[17],"to":[18,66,75,154],"external":[19],"ML":[20,50,77,141],"platforms":[21],"while":[22],"ensuring":[23],"compliance":[24],"with":[25,135],"regulatory":[26],"standards.":[27],"However,":[28],"current":[29],"DBMSs":[30],"primarily":[31],"focus":[32],"on":[33],"model":[34,51],"building":[35],"and":[36,84,103,129,149],"offer":[37],"limited":[38],"support":[39],"automatic":[41],"feature":[42,62,88,115,127],"engineering":[43],"(AutoFE),":[44],"which":[45],"is":[46,92,159],"crucial":[47],"optimizing":[49],"performance.":[52],"In":[53,117],"this":[54,118],"paper,":[55],"we":[56,120],"demonstrate":[57],"SystemName,":[58],"an":[59,109],"agent-driven":[60,126],"in-database":[61,112,130],"generation":[63,128],"system":[64,137],"designed":[65],"bridge":[67],"gap.":[69],"SystemName":[70],"leverages":[71],"two":[72],"specialized":[73],"agents":[74],"interpret":[76],"tasks":[79],"described":[80],"in":[81,125,152],"natural":[82],"language":[83],"generate":[85],"code":[86,91],"construction.":[89],"The":[90],"then":[93],"translated":[94],"SQL":[96],"statements":[97],"using":[98],"abstract":[99],"syntax":[100],"tree":[101],"(AST)":[102],"just-in-time":[104],"(JIT)":[105],"compilation":[106],"techniques,":[107],"delivering":[108],"efficient,":[110],"automated":[111],"solution":[113],"generation.":[116],"demonstration,":[119],"will":[121,133],"showcase":[122],"SystemName's":[123],"capabilities":[124],"computation.":[131],"Participants":[132],"interact":[134],"by":[138],"executing":[139],"end-to-end":[140],"tasks,":[143],"directly":[144],"experiencing":[145],"its":[146],"performance":[147],"gains":[148],"high-quality":[150],"features":[151],"comparison":[153],"Madlib.":[155],"Our":[156],"demonstration":[157],"video":[158],"available":[160],"at":[161],"https://youtu.be/ktYTqF5YMYo.":[162]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-27T00:00:00"}