{"id":"https://openalex.org/W4391576337","doi":"https://doi.org/10.1145/3643888","title":"Multimodal Attentive Representation Learning for Micro-video Multi-label Classification","display_name":"Multimodal Attentive Representation Learning for Micro-video Multi-label Classification","publication_year":2024,"publication_date":"2024-02-06","ids":{"openalex":"https://openalex.org/W4391576337","doi":"https://doi.org/10.1145/3643888"},"language":"en","primary_location":{"id":"doi:10.1145/3643888","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643888","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","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/A5000190108","display_name":"Peiguang Jing","orcid":"https://orcid.org/0000-0003-2648-7358"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peiguang Jing","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2648-7358","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014344045","display_name":"Xianyi Liu","orcid":"https://orcid.org/0000-0001-6284-9470"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianyi Liu","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-6284-9470","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101588966","display_name":"Lijuan Zhang","orcid":"https://orcid.org/0009-0000-1892-9617"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijuan Zhang","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0000-1892-9617","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369214","display_name":"Yun Li","orcid":"https://orcid.org/0000-0002-5784-1877"},"institutions":[{"id":"https://openalex.org/I163732180","display_name":"Guangxi University of Finance and Economics","ror":"https://ror.org/02ayg6516","country_code":"CN","type":"education","lineage":["https://openalex.org/I163732180"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["Guangxi University of Finance and Economics, Nanning, China"],"raw_orcid":"https://orcid.org/0000-0002-5784-1877","affiliations":[{"raw_affiliation_string":"Guangxi University of Finance and Economics, Nanning, China","institution_ids":["https://openalex.org/I163732180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034675261","display_name":"Yu Liu","orcid":"https://orcid.org/0000-0002-5949-6587"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Liu","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-5949-6587","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033713097","display_name":"Yuting Su","orcid":"https://orcid.org/0000-0001-5165-204X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Su","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-5165-204X","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5000190108"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":2.2028,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88637629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"20","issue":"6","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","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/T11550","display_name":"Text and Document Classification Technologies","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9945999979972839,"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"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9936000108718872,"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/computer-science","display_name":"Computer science","score":0.7686977386474609},{"id":"https://openalex.org/keywords/multimodal-learning","display_name":"Multimodal learning","score":0.7030282616615295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6309467554092407},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6283613443374634},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.575974702835083},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4889322817325592},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.46300721168518066}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7686977386474609},{"id":"https://openalex.org/C2780660688","wikidata":"https://www.wikidata.org/wiki/Q25052564","display_name":"Multimodal learning","level":2,"score":0.7030282616615295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6309467554092407},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6283613443374634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.575974702835083},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4889322817325592},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.46300721168518066},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643888","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643888","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3643926292","display_name":null,"funder_award_id":"62361002 and 62371330","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1648933886","https://openalex.org/W1777628566","https://openalex.org/W1867429401","https://openalex.org/W1964442016","https://openalex.org/W1994002998","https://openalex.org/W1999954155","https://openalex.org/W2108333036","https://openalex.org/W2114315281","https://openalex.org/W2119466907","https://openalex.org/W2156935079","https://openalex.org/W2166912588","https://openalex.org/W2187089797","https://openalex.org/W2519656895","https://openalex.org/W2524482439","https://openalex.org/W2526050071","https://openalex.org/W2526377930","https://openalex.org/W2592141621","https://openalex.org/W2604675517","https://openalex.org/W2605997098","https://openalex.org/W2617576589","https://openalex.org/W2619383789","https://openalex.org/W2734389934","https://openalex.org/W2739996966","https://openalex.org/W2765757915","https://openalex.org/W2766187676","https://openalex.org/W2780100774","https://openalex.org/W2798984401","https://openalex.org/W2808862089","https://openalex.org/W2897169468","https://openalex.org/W2948768062","https://openalex.org/W2956959730","https://openalex.org/W2963173190","https://openalex.org/W2963217615","https://openalex.org/W2982065678","https://openalex.org/W2982108874","https://openalex.org/W2984287396","https://openalex.org/W2996130371","https://openalex.org/W2998214075","https://openalex.org/W2998641113","https://openalex.org/W3006683596","https://openalex.org/W3009802958","https://openalex.org/W3012624334","https://openalex.org/W3014067266","https://openalex.org/W3035356601","https://openalex.org/W3099518117","https://openalex.org/W3107320732","https://openalex.org/W3131318543","https://openalex.org/W3143991513","https://openalex.org/W3163493158","https://openalex.org/W3164497174","https://openalex.org/W3165181705","https://openalex.org/W3169047433","https://openalex.org/W3210758160","https://openalex.org/W3211407538","https://openalex.org/W4234552385","https://openalex.org/W4283801767","https://openalex.org/W4292433237","https://openalex.org/W4297733535","https://openalex.org/W4301409532","https://openalex.org/W4304092664","https://openalex.org/W4310553594","https://openalex.org/W4311770445","https://openalex.org/W4312290604","https://openalex.org/W4319866001","https://openalex.org/W4360980304","https://openalex.org/W4366736206","https://openalex.org/W4379382581","https://openalex.org/W4385245566","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":{"As":[0],"one":[1],"of":[2,6,102,107,131,168],"the":[3,36,71,96,111,126,150,165],"representative":[4],"types":[5],"user-generated":[7],"contents":[8],"(UGCs)":[9],"in":[10,18,100],"social":[11],"platforms,":[12],"micro-videos":[13,23],"have":[14],"been":[15],"becoming":[16],"popular":[17],"our":[19],"daily":[20],"life.":[21],"Although":[22],"naturally":[24],"exhibit":[25],"multimodal":[26,53,79,86],"features":[27],"that":[28],"are":[29,92],"rich":[30],"enough":[31],"to":[32,45,58,64,84,123,148],"support":[33],"representation":[34,55],"learning,":[35],"complex":[37],"correlations":[38],"across":[39],"modalities":[40],"render":[41],"valuable":[42],"information":[43,80],"difficult":[44],"integrate.":[46],"In":[47,139],"this":[48],"paper,":[49],"we":[50,76,115],"introduced":[51],"a":[52,78,141],"attentive":[54,118],"network":[56,121],"(MARNET)":[57],"learn":[59,125],"complete":[60],"and":[61,98,129],"robust":[62],"representations":[63,91,130,153],"benefit":[65],"micro-video":[66,162],"multi-label":[67,156],"classification.":[68,157],"To":[69],"address":[70],"commonly":[72],"missing":[73],"modality":[74,104],"issue,":[75,114],"presented":[77],"aggregation":[81],"mechanism":[82],"module":[83,122,145],"integrate":[85],"information,":[87],"where":[88],"latent":[89],"common":[90,152],"obtained":[93],"by":[94],"modeling":[95],"complementarity":[97],"consistency":[99],"terms":[101],"visual-centered":[103],"groupings":[105],"instead":[106],"single":[108],"modalities.":[109],"For":[110],"label":[112],"correlation":[113,127],"designed":[116],"an":[117],"graph":[119],"neural":[120],"adaptively":[124],"matrix":[128],"labels":[132],"for":[133,155],"better":[134],"compatibility":[135],"with":[136,171],"training":[137],"data.":[138],"addition,":[140],"cross-modal":[142],"multi-head":[143],"attention":[144],"is":[146],"developed":[147],"make":[149],"learned":[151],"label-aware":[154],"Experiments":[158],"conducted":[159],"on":[160],"two":[161],"datasets":[163],"demonstrate":[164],"superior":[166],"performance":[167],"MARNET":[169],"compared":[170],"state-of-the-art":[172],"methods.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
