{"id":"https://openalex.org/W4293794932","doi":"https://doi.org/10.1109/icme52920.2022.9859648","title":"Multi-Modal Adversarial Adaptive Network for Misinformation Detection on Social Media","display_name":"Multi-Modal Adversarial Adaptive Network for Misinformation Detection on Social Media","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4293794932","doi":"https://doi.org/10.1109/icme52920.2022.9859648"},"language":"en","primary_location":{"id":"doi:10.1109/icme52920.2022.9859648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme52920.2022.9859648","pdf_url":null,"source":{"id":"https://openalex.org/S4363607799","display_name":"2022 IEEE International Conference on Multimedia and Expo (ICME)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Multimedia and Expo (ICME)","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/A5100616189","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-2839-8693"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"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/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences","School of Cyber Security, University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364132","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0002-4465-5143"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100878040","display_name":"Xi Zhu","orcid":"https://orcid.org/0000-0001-9356-9746"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"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/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Zhu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences","School of Cyber Security, University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074524814","display_name":"Luchen Liu","orcid":"https://orcid.org/0009-0009-3817-6267"},"institutions":[{"id":"https://openalex.org/I862669128","display_name":"Xiaomi (China)","ror":"https://ror.org/029f7bn57","country_code":"CN","type":"company","lineage":["https://openalex.org/I862669128"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luchen Liu","raw_affiliation_strings":["Xiaomi Inc.,AI Lab","AI Lab, Xiaomi Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiaomi Inc.,AI Lab","institution_ids":["https://openalex.org/I862669128"]},{"raw_affiliation_string":"AI Lab, Xiaomi Inc","institution_ids":["https://openalex.org/I862669128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019272277","display_name":"Hongbo Xu","orcid":"https://orcid.org/0000-0003-0046-8706"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Xu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9609000086784363,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9550999999046326,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/modal","display_name":"Modal","score":0.8225282430648804},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7230756282806396},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.545120894908905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5032457709312439},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.46127769351005554},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.44092386960983276},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.43545812368392944},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3988339602947235},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11479392647743225}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.8225282430648804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7230756282806396},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.545120894908905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5032457709312439},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.46127769351005554},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.44092386960983276},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.43545812368392944},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3988339602947235},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11479392647743225},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme52920.2022.9859648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme52920.2022.9859648","pdf_url":null,"source":{"id":"https://openalex.org/S4363607799","display_name":"2022 IEEE International Conference on Multimedia and Expo (ICME)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G4732446536","display_name":null,"funder_award_id":"2020163","funder_id":"https://openalex.org/F4320322847","funder_display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences"},{"id":"https://openalex.org/G7864650776","display_name":null,"funder_award_id":"61876223,61832004","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"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W1882958252","https://openalex.org/W1975594555","https://openalex.org/W2032897813","https://openalex.org/W2041614930","https://openalex.org/W2084591134","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2296241532","https://openalex.org/W2577888896","https://openalex.org/W2609512471","https://openalex.org/W2741930413","https://openalex.org/W2742330194","https://openalex.org/W2766462585","https://openalex.org/W2809476703","https://openalex.org/W2912305564","https://openalex.org/W2982137384","https://openalex.org/W3003961771","https://openalex.org/W3011573535","https://openalex.org/W3032990727","https://openalex.org/W4320013936","https://openalex.org/W4385245566","https://openalex.org/W6637618735","https://openalex.org/W6639480849","https://openalex.org/W6658929012","https://openalex.org/W6660868271","https://openalex.org/W6697226171","https://openalex.org/W6739901393","https://openalex.org/W6758634132","https://openalex.org/W6780226713"],"related_works":["https://openalex.org/W3197131596","https://openalex.org/W4390616380","https://openalex.org/W4388666321","https://openalex.org/W4205914924","https://openalex.org/W4283459170","https://openalex.org/W4220949352","https://openalex.org/W4225301003","https://openalex.org/W4229014887","https://openalex.org/W4229067106","https://openalex.org/W4388798880"],"abstract_inverted_index":{"Most":[0],"existing":[1],"methods":[2],"for":[3,51],"misinformation":[4,52,85],"detection":[5],"are":[6],"mainly":[7],"based":[8],"on":[9,117],"multi-modal":[10,14,67,80,105],"contents,":[11],"while":[12],"extract":[13],"features":[15,103],"with":[16,36],"simple":[17],"encoders":[18],"and":[19,77,91,96],"coarse":[20],"interactions.":[21],"What's":[22],"more,":[23],"they":[24],"ignore":[25],"the":[26,31,89,114],"complex":[27],"local":[28,92],"structure":[29],"underlying":[30],"event":[32,93],"distributions":[33],"when":[34,100],"faced":[35],"emerging":[37],"events.":[38],"To":[39],"tackle":[40],"these":[41],"issues,":[42],"we":[43],"propose":[44],"a":[45,66],"Multi-modal":[46],"Adversarial":[47],"Adaptive":[48],"Network":[49],"(MAAN)":[50],"detection,":[53],"extracting":[54],"fine-grained":[55],"event-invariant":[56],"cross-modal":[57],"features.":[58],"Specifically,":[59],"MAAN":[60,111],"consists":[61],"of":[62],"two":[63,118],"components:":[64],"1)":[65],"feature":[68],"extractor":[69],"models":[70],"dense":[71],"inter-modal":[72],"interactions,":[73],"removes":[74],"noise":[75],"information,":[76],"captures":[78],"discriminative":[79],"information;":[81],"2)":[82],"an":[83],"adaptive":[84],"detector":[86],"adaptively":[87],"evaluates":[88],"global":[90],"distribution":[94],"discrepancies,":[95],"dynamically":[97],"weights":[98],"them":[99],"disentangling":[101],"event-specific":[102],"from":[104],"representations.":[106],"Extensive":[107],"experiments":[108],"demonstrate":[109],"that":[110],"can":[112],"outperforms":[113],"state-of-the-art":[115],"approaches":[116],"public":[119],"datasets.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
