{"id":"https://openalex.org/W4408352389","doi":"https://doi.org/10.1109/icassp49660.2025.10889201","title":"Triple Path Enhanced Neural Architecture Search for Multimodal Fake News Detection","display_name":"Triple Path Enhanced Neural Architecture Search for Multimodal Fake News Detection","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408352389","doi":"https://doi.org/10.1109/icassp49660.2025.10889201"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5022604762","display_name":"Bo Xu","orcid":"https://orcid.org/0000-0003-4135-0683"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Xu","raw_affiliation_strings":["Dalian University of Technology,School of Computer Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Computer Science and Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076958401","display_name":"Qiujie Xie","orcid":"https://orcid.org/0000-0003-0396-9063"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiujie Xie","raw_affiliation_strings":["Fudan University,School of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,School of Computer Science","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725209","display_name":"Jiahui Zhou","orcid":"https://orcid.org/0000-0001-7272-6378"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahui Zhou","raw_affiliation_strings":["Dalian University of Technology,School of Software"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Software","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030649664","display_name":"Linlin Zong","orcid":"https://orcid.org/0000-0002-1116-1016"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Zong","raw_affiliation_strings":["Dalian University of Technology,School of Software"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Software","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.9991,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96590811,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9991000294685364,"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":0.9991000294685364,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7546796798706055},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.633545994758606},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.5503772497177124},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5255951881408691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4730640649795532},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33954674005508423},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20646652579307556},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.09499040246009827}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7546796798706055},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.633545994758606},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.5503772497177124},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5255951881408691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4730640649795532},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33954674005508423},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20646652579307556},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.09499040246009827},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2609512471","https://openalex.org/W2737907513","https://openalex.org/W2741930413","https://openalex.org/W2766462585","https://openalex.org/W2809476703","https://openalex.org/W2912305564","https://openalex.org/W2962946486","https://openalex.org/W2994071599","https://openalex.org/W3037666784","https://openalex.org/W3123459983","https://openalex.org/W3155230099","https://openalex.org/W3156558703","https://openalex.org/W3157731560","https://openalex.org/W3164008977","https://openalex.org/W3176713826","https://openalex.org/W3178827611","https://openalex.org/W3195314408","https://openalex.org/W4224324956","https://openalex.org/W4386159799","https://openalex.org/W4386172480","https://openalex.org/W4387633173","https://openalex.org/W4391136507","https://openalex.org/W4402684049","https://openalex.org/W6732431570","https://openalex.org/W6752515464","https://openalex.org/W6775245906"],"related_works":["https://openalex.org/W2890339288","https://openalex.org/W2966672946","https://openalex.org/W3137554057","https://openalex.org/W3205414356","https://openalex.org/W3015693164","https://openalex.org/W2942388309","https://openalex.org/W2996237090","https://openalex.org/W3137972732","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Multimodal":[0],"fake":[1,46,75],"news":[2,30,76],"detection":[3],"has":[4],"become":[5],"one":[6],"of":[7],"the":[8,96],"most":[9],"crucial":[10],"issues":[11],"on":[12,43],"social":[13],"media":[14],"platforms.":[15],"Although":[16],"existing":[17],"methods":[18],"have":[19],"achieved":[20],"advanced":[21],"performance,":[22],"two":[23,68],"main":[24],"challenges":[25],"persist:":[26],"(1)":[27],"Under-performed":[28],"multimodal":[29,84],"information":[31],"fusion":[32],"due":[33],"to":[34],"model":[35,64],"architecture":[36,62],"solidification,":[37],"and":[38,56,77],"(2)":[39],"weak":[40],"generalization":[41],"ability":[42],"partial-modality":[44,73],"contained":[45,74],"news.":[47],"To":[48],"meet":[49],"these":[50],"challenges,":[51],"we":[52],"propose":[53],"a":[54,78],"novel":[55],"flexible":[57],"triple":[58],"path":[59,80],"enhanced":[60],"neural":[61],"search":[63],"MUSE.":[65],"MUSE":[66,90],"includes":[67],"dynamic":[69],"paths":[70],"for":[71,81],"detecting":[72],"static":[79],"exploiting":[82],"potential":[83],"correlations.":[85],"Experimental":[86],"results":[87],"show":[88],"that":[89],"achieves":[91],"stable":[92],"performance":[93],"improvement":[94],"over":[95],"baselines.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
