{"id":"https://openalex.org/W4405427899","doi":"https://doi.org/10.1016/j.neucom.2024.129107","title":"Universal embedding for pre-trained models and data bench","display_name":"Universal embedding for pre-trained models and data bench","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4405427899","doi":"https://doi.org/10.1016/j.neucom.2024.129107"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2024.129107","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2024.129107","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-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/A5015855711","display_name":"Namkyeong Cho","orcid":"https://orcid.org/0000-0002-8232-437X"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Namkyeong Cho","raw_affiliation_strings":["Center for Mathematical Machine Learning and its Applications (CM2LA), Department of Mathematics, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Gyeongbuk, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8232-437X","affiliations":[{"raw_affiliation_string":"Center for Mathematical Machine Learning and its Applications (CM2LA), Department of Mathematics, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Gyeongbuk, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029529819","display_name":"Taewon Cho","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taewon Cho","raw_affiliation_strings":["Samsung SDS, 125, Olympic-ro 35-gil, Songpa-gu, 05510, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung SDS, 125, Olympic-ro 35-gil, Songpa-gu, 05510, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jaesun Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaesun Shin","raw_affiliation_strings":["Samsung SDS, 125, Olympic-ro 35-gil, Songpa-gu, 05510, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung SDS, 125, Olympic-ro 35-gil, Songpa-gu, 05510, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034206767","display_name":"Eunjoo Jeon","orcid":"https://orcid.org/0000-0003-3340-6376"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunjoo Jeon","raw_affiliation_strings":["Samsung SDS, 125, Olympic-ro 35-gil, Songpa-gu, 05510, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung SDS, 125, Olympic-ro 35-gil, Songpa-gu, 05510, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038929294","display_name":"Tae-Hee Lee","orcid":"https://orcid.org/0009-0006-7701-2335"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taehee Lee","raw_affiliation_strings":["Samsung SDS, 125, Olympic-ro 35-gil, Songpa-gu, 05510, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0006-7701-2335","affiliations":[{"raw_affiliation_string":"Samsung SDS, 125, Olympic-ro 35-gil, Songpa-gu, 05510, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015855711"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68767105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"619","issue":null,"first_page":"129107","last_page":"129107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9979000091552734,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9976000189781189,"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":0.6114902496337891},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5610736608505249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4886517822742462},{"id":"https://openalex.org/keywords/bench-to-bedside","display_name":"Bench to bedside","score":0.4816990792751312},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4345201253890991},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21131575107574463},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.1792246699333191}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6114902496337891},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5610736608505249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4886517822742462},{"id":"https://openalex.org/C3020000666","wikidata":"https://www.wikidata.org/wiki/Q17112037","display_name":"Bench to bedside","level":2,"score":0.4816990792751312},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4345201253890991},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21131575107574463},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.1792246699333191}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2024.129107","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2024.129107","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1974971448","https://openalex.org/W2100805904","https://openalex.org/W2109553965","https://openalex.org/W2604738573","https://openalex.org/W2612690371","https://openalex.org/W2803767077","https://openalex.org/W2923014074","https://openalex.org/W2962810718","https://openalex.org/W2963323070","https://openalex.org/W2965373594","https://openalex.org/W2981848390","https://openalex.org/W2997806280","https://openalex.org/W3030204405","https://openalex.org/W3035390927","https://openalex.org/W3037699692","https://openalex.org/W3080083111","https://openalex.org/W3129850062","https://openalex.org/W3131592046","https://openalex.org/W3135013702","https://openalex.org/W3162616539","https://openalex.org/W3176687337","https://openalex.org/W3177323791","https://openalex.org/W3179205840","https://openalex.org/W3183522126","https://openalex.org/W3212567773","https://openalex.org/W4200625991","https://openalex.org/W4205185581","https://openalex.org/W4212774754","https://openalex.org/W4221106024","https://openalex.org/W4239181501","https://openalex.org/W4282046386","https://openalex.org/W4283331090","https://openalex.org/W4283591063","https://openalex.org/W4283737104","https://openalex.org/W4287887264","https://openalex.org/W4288089799","https://openalex.org/W4295312788","https://openalex.org/W4379961479","https://openalex.org/W4381827888","https://openalex.org/W4382463295","https://openalex.org/W4388666991","https://openalex.org/W4391884321","https://openalex.org/W4392205891","https://openalex.org/W6675061970","https://openalex.org/W6728757088","https://openalex.org/W6739901393","https://openalex.org/W6751869817","https://openalex.org/W6754929296","https://openalex.org/W6755207826","https://openalex.org/W6759402996","https://openalex.org/W6763701032","https://openalex.org/W6766978945","https://openalex.org/W6769243733","https://openalex.org/W6769627184","https://openalex.org/W6770616408","https://openalex.org/W6771794784","https://openalex.org/W6771917389","https://openalex.org/W6774108707","https://openalex.org/W6778883912","https://openalex.org/W6779337289","https://openalex.org/W6779348065","https://openalex.org/W6779909149","https://openalex.org/W6784866232","https://openalex.org/W6785061050","https://openalex.org/W6791619219","https://openalex.org/W6796390573","https://openalex.org/W6801795147","https://openalex.org/W6838926080","https://openalex.org/W6839038000","https://openalex.org/W6843908379","https://openalex.org/W6852597802","https://openalex.org/W6853699639","https://openalex.org/W6853969774"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
