{"id":"https://openalex.org/W7160113468","doi":"https://doi.org/10.1109/iccv51701.2025.00347","title":"SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models","display_name":"SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W7160113468","doi":"https://doi.org/10.1109/iccv51701.2025.00347"},"language":null,"primary_location":{"id":"doi:10.1109/iccv51701.2025.00347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.00347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-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/A5021389196","display_name":"Sudong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I825935405","display_name":"Oceaneering International (United States)","ror":"https://ror.org/04hydf024","country_code":"US","type":"company","lineage":["https://openalex.org/I825935405"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Sudong Wang","raw_affiliation_strings":["Institute of Information Engeering, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engeering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I825935405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115603623","display_name":"Yunjian Zhang","orcid":"https://orcid.org/0000-0001-8298-2375"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunjian Zhang","raw_affiliation_strings":["Tsinghua University;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University;","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101567070","display_name":"Yao Zhu","orcid":"https://orcid.org/0009-0000-6731-4475"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhu","raw_affiliation_strings":["Tsinghua University;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University;","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130283691","display_name":"Enci liu","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Enci Liu","raw_affiliation_strings":["Columbia University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135144901","display_name":"Jianing Li","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Li","raw_affiliation_strings":["Tsinghua University;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University;","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135124395","display_name":"Yanwei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I825935405","display_name":"Oceaneering International (United States)","ror":"https://ror.org/04hydf024","country_code":"US","type":"company","lineage":["https://openalex.org/I825935405"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yanwei Liu","raw_affiliation_strings":["Institute of Information Engeering, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engeering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I825935405"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135227870","display_name":"Xiangyang Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyang Ji","raw_affiliation_strings":["Tsinghua University;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University;","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021389196"],"corresponding_institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I825935405"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.86187774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3639","last_page":"3649"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.29339998960494995,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.29339998960494995,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.06360000371932983,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.03669999912381172,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6280999779701233},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.4542999863624573},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.38670000433921814},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.3752000033855438},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.2896000146865845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6761999726295471},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6280999779701233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5202999711036682},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.4542999863624573},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.38670000433921814},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3855000138282776},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.3752000033855438},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3587000072002411},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3528999984264374},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2896000146865845},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C21338462","wikidata":"https://www.wikidata.org/wiki/Q1662581","display_name":"Information model","level":2,"score":0.25870001316070557}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccv51701.2025.00347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.00347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4742085783","display_name":null,"funder_award_id":"62371450","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2952122856","https://openalex.org/W2962735233","https://openalex.org/W2963518342","https://openalex.org/W3173343821","https://openalex.org/W3201174429","https://openalex.org/W3202965415","https://openalex.org/W4309674289","https://openalex.org/W4384662964","https://openalex.org/W4385801138","https://openalex.org/W4386075814","https://openalex.org/W4386076215","https://openalex.org/W4389523832","https://openalex.org/W4393160204","https://openalex.org/W4401042773","https://openalex.org/W4402670231","https://openalex.org/W4402670859","https://openalex.org/W4402671413","https://openalex.org/W4402713111","https://openalex.org/W4402716135","https://openalex.org/W4402727669","https://openalex.org/W4402727764","https://openalex.org/W4402727851","https://openalex.org/W4402753283","https://openalex.org/W4402753774","https://openalex.org/W4402754023","https://openalex.org/W4402780269","https://openalex.org/W4404575065","https://openalex.org/W4405596328","https://openalex.org/W4410706693","https://openalex.org/W4413147831","https://openalex.org/W7133193597","https://openalex.org/W7133196460","https://openalex.org/W7133197087","https://openalex.org/W7133219248","https://openalex.org/W7133220561"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T06:12:25.323381","created_date":"2026-05-05T00:00:00"}
