{"id":"https://openalex.org/W4401067378","doi":"https://doi.org/10.1145/3670105.3670198","title":"Validating Concept Transfer Across Different Datasets","display_name":"Validating Concept Transfer Across Different Datasets","publication_year":2024,"publication_date":"2024-05-24","ids":{"openalex":"https://openalex.org/W4401067378","doi":"https://doi.org/10.1145/3670105.3670198"},"language":"en","primary_location":{"id":"doi:10.1145/3670105.3670198","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3670105.3670198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 5th International Conference on Computing, Networks and Internet of Things","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":null,"display_name":"Ruixue Zhang","orcid":"https://orcid.org/0009-0007-2172-2626"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixue Zhang","raw_affiliation_strings":["Qufu Normal University, China and \rRizhao-Qufu Normal University Joint Technology Transfer Center, China"],"raw_orcid":"https://orcid.org/0009-0007-2172-2626","affiliations":[{"raw_affiliation_string":"Qufu Normal University, China and \rRizhao-Qufu Normal University Joint Technology Transfer Center, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037709945","display_name":"Zhaofeng Niu","orcid":"https://orcid.org/0000-0001-9894-4584"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaofeng Niu","raw_affiliation_strings":["Qufu Normal University, China and \rRizhao-Qufu Normal University Joint Technology Transfer Center, China"],"raw_orcid":"https://orcid.org/0000-0001-9894-4584","affiliations":[{"raw_affiliation_string":"Qufu Normal University, China and \rRizhao-Qufu Normal University Joint Technology Transfer Center, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101618975","display_name":"Zhouqiang Jiang","orcid":"https://orcid.org/0009-0002-1304-4179"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhouqiang Jiang","raw_affiliation_strings":["Meetyou AI Lab, China"],"raw_orcid":"https://orcid.org/0009-0002-1304-4179","affiliations":[{"raw_affiliation_string":"Meetyou AI Lab, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056357626","display_name":"Jiubing Chen","orcid":"https://orcid.org/0009-0006-7737-9970"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junhao Chen","raw_affiliation_strings":["Meetyou AI Lab, China"],"raw_orcid":"https://orcid.org/0009-0006-7737-9970","affiliations":[{"raw_affiliation_string":"Meetyou AI Lab, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412545","display_name":"Bowen Wang","orcid":"https://orcid.org/0000-0002-2911-5595"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Bowen Wang","raw_affiliation_strings":["Osaka University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2911-5595","affiliations":[{"raw_affiliation_string":"Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013763732","display_name":"Guangshun Li","orcid":"https://orcid.org/0000-0001-6147-0637"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangshun Li","raw_affiliation_strings":["Qufu Normal University, China and \rRizhao-Qufu Normal University Joint Technology Transfer Center, China"],"raw_orcid":"https://orcid.org/0000-0001-6147-0637","affiliations":[{"raw_affiliation_string":"Qufu Normal University, China and \rRizhao-Qufu Normal University Joint Technology Transfer Center, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071266785","display_name":"Liangzhi Li","orcid":"https://orcid.org/0000-0002-8879-5957"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangzhi Li","raw_affiliation_strings":["Qufu Normal University, China and \rRizhao-Qufu Normal University Joint Technology Transfer Center, China"],"raw_orcid":"https://orcid.org/0000-0002-8879-5957","affiliations":[{"raw_affiliation_string":"Qufu Normal University, China and \rRizhao-Qufu Normal University Joint Technology Transfer Center, China","institution_ids":["https://openalex.org/I202126657"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"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":0.10615606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"528","last_page":"533"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9952999949455261,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9952999949455261,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9934999942779541,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.991100013256073,"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":0.7080678939819336}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7080678939819336}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3670105.3670198","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3670105.3670198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 5th International Conference on Computing, Networks and Internet of Things","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1819102987","display_name":null,"funder_award_id":"62372266","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W2081488067","https://openalex.org/W2108598243","https://openalex.org/W2295107390","https://openalex.org/W2395579298","https://openalex.org/W2796885425","https://openalex.org/W2895739182","https://openalex.org/W2962858109","https://openalex.org/W2963749936","https://openalex.org/W2963847595","https://openalex.org/W2964120214","https://openalex.org/W2981731882","https://openalex.org/W3045585636","https://openalex.org/W3085389796","https://openalex.org/W3157574776","https://openalex.org/W3168997536","https://openalex.org/W3199222860","https://openalex.org/W4362575530","https://openalex.org/W4386071596"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Concept":[0],"learning":[1],"involves":[2],"the":[3,27,34,37,64,71,108,137],"ability":[4],"to":[5,13,30,54,62,84,115],"discover":[6],"common":[7],"concepts":[8,39,46,98],"that":[9,96,120],"can":[10,106,123],"be":[11,51],"used":[12],"serve":[14],"downstream":[15],"tasks,":[16],"e.g.,":[17,104],"classification.":[18],"This":[19],"technology":[20],"also":[21],"shows":[22],"strong":[23],"explainability":[24],"by":[25],"aligning":[26],"model":[28],"decision":[29],"human":[31],"perception.":[32],"However,":[33],"transferability":[35],"of":[36,66,73,132,141],"learned":[38,47,99],"still":[40],"has":[41],"not":[42],"been":[43],"explored.":[44],"Can":[45],"in":[48,100],"a":[49,79,101],"dataset":[50],"successfully":[52],"applied":[53],"other":[55],"datasets?":[56],"In":[57],"this":[58,121,142],"paper,":[59],"we":[60,94],"aim":[61],"investigate":[63],"capability":[65],"concept":[67],"transfer":[68,133],"and":[69,130,135,139],"explore":[70],"effectiveness":[72],"fine-tuning":[74,82],"pre-trained":[75],"models.":[76],"We":[77,118],"propose":[78],"concept-based":[80],"pre-training":[81],"approach":[83],"examine":[85],"its":[86],"impact":[87],"on":[88],"feature":[89],"transfer.":[90],"Through":[91],"our":[92],"experiments,":[93],"find":[95],"even":[97],"large":[102],"dataset,":[103],"ImageNet,":[105],"cause":[107],"classification":[109],"performance":[110],"drop":[111],"when":[112],"directly":[113],"transferred":[114],"another":[116],"dataset.":[117],"hope":[119],"study":[122],"provide":[124],"useful":[125],"guidance":[126],"for":[127],"future":[128],"research":[129],"practice":[131],"learning,":[134],"promote":[136],"development":[138],"innovation":[140],"field.":[143]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
