{"id":"https://openalex.org/W7202394464","doi":"https://doi.org/10.1145/3795101.3814657","title":"RE-MMNAS: LLM Reasoning-Guided Evolutionary Architecture Search for Multi-Modal Feature Fusion","display_name":"RE-MMNAS: LLM Reasoning-Guided Evolutionary Architecture Search for Multi-Modal Feature Fusion","publication_year":2026,"publication_date":"2026-07-13","ids":{"openalex":"https://openalex.org/W7202394464","doi":"https://doi.org/10.1145/3795101.3814657"},"language":null,"primary_location":{"id":"doi:10.1145/3795101.3814657","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795101.3814657","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3795101.3814657","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5140342110","display_name":"Haowen Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haowen Xiao","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0000-1525-7042","affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000979050","display_name":"Xueming Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueming Yan","raw_affiliation_strings":["Guangdong University of Foreign Studies, Guangzhou, China","School of Information Science and Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7809-3436","affiliations":[{"raw_affiliation_string":"Guangdong University of Foreign Studies, Guangzhou, China","institution_ids":["https://openalex.org/I186272606"]},{"raw_affiliation_string":"School of Information Science and Technology, Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078573149","display_name":"Yue Xie","orcid":"https://orcid.org/0000-0002-7959-4563"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]},{"id":"https://openalex.org/I2802255150","display_name":"Loughborough College","ror":"https://ror.org/01690jq43","country_code":"GB","type":"education","lineage":["https://openalex.org/I2802255150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yue Xie","raw_affiliation_strings":["Department of Computer Science, Loughborough, United Kingdom","Loughborough University, Loughborough, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-7959-4563","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Loughborough, United Kingdom","institution_ids":["https://openalex.org/I2802255150"]},{"raw_affiliation_string":"Loughborough University, Loughborough, United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088160732","display_name":"Han Huang","orcid":"https://orcid.org/0000-0003-1617-4147"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Huang","raw_affiliation_strings":["School of Software Engineering, Zhuhai, China","Sun Yat-sen University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0003-1617-4147","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Zhuhai, China","institution_ids":["https://openalex.org/I4210165204"]},{"raw_affiliation_string":"Sun Yat-sen University, Zhuhai, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1482","last_page":"1490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5321000218391418},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33079999685287476},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.303600013256073},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.29989999532699585},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.2996000051498413},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.29600000381469727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6223000288009644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6116999983787537},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5321000218391418},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.303600013256073},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2962000072002411},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.29600000381469727},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2786000072956085},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.25699999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3795101.3814657","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795101.3814657","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3795101.3814657","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795101.3814657","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W2091911422","https://openalex.org/W2471695703","https://openalex.org/W2888471892","https://openalex.org/W2964346351","https://openalex.org/W2965658867","https://openalex.org/W3081152303","https://openalex.org/W3152844947","https://openalex.org/W3202893281","https://openalex.org/W3217139354","https://openalex.org/W4287891019","https://openalex.org/W4385834497","https://openalex.org/W4393160284","https://openalex.org/W4400413686","https://openalex.org/W4405907459"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2026-08-14T00:00:00"}