{"id":"https://openalex.org/W4411569264","doi":"https://doi.org/10.1007/s13735-025-00372-w","title":"Semantic Fusion and Contrastive Generation for Generalized Zero-Shot Learning","display_name":"Semantic Fusion and Contrastive Generation for Generalized Zero-Shot Learning","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411569264","doi":"https://doi.org/10.1007/s13735-025-00372-w"},"language":"en","primary_location":{"id":"doi:10.1007/s13735-025-00372-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13735-025-00372-w","pdf_url":null,"source":{"id":"https://openalex.org/S2496055428","display_name":"International Journal of Multimedia Information Retrieval","issn_l":"2192-6611","issn":["2192-6611","2192-662X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Information Retrieval","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/A5103157473","display_name":"Guan Yang","orcid":"https://orcid.org/0000-0002-1659-2819"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]},{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]},{"id":"https://openalex.org/I4210091712","display_name":"Zhengzhou University of Science and Technology","ror":"https://ror.org/00b3j7936","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091712"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guan Yang","raw_affiliation_strings":["Henan Key Laboratory on Public Opinion Intelligent Analysis, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","School of Artificial Intelligence, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","School of Computer Science, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","Zhengzhou Key Laboratory on Text Processing and Image Understanding, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory on Public Opinion Intelligent Analysis, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189","https://openalex.org/I36152291"]},{"raw_affiliation_string":"School of Artificial Intelligence, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"Zhengzhou Key Laboratory on Text Processing and Image Understanding, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189","https://openalex.org/I4210091712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073695850","display_name":"Weihao Sun","orcid":"https://orcid.org/0000-0002-2794-3215"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]},{"id":"https://openalex.org/I4210091712","display_name":"Zhengzhou University of Science and Technology","ror":"https://ror.org/00b3j7936","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Sun","raw_affiliation_strings":["School of Artificial Intelligence, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","School of Computer Science, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","Zhengzhou Key Laboratory on Text Processing and Image Understanding, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"Zhengzhou Key Laboratory on Text Processing and Image Understanding, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189","https://openalex.org/I4210091712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409053","display_name":"Xiaoming Liu","orcid":"https://orcid.org/0000-0003-3467-5607"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]},{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]},{"id":"https://openalex.org/I4210091712","display_name":"Zhengzhou University of Science and Technology","ror":"https://ror.org/00b3j7936","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Liu","raw_affiliation_strings":["Henan Key Laboratory on Public Opinion Intelligent Analysis, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","School of Computer Science, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","Zhengzhou Key Laboratory on Text Processing and Image Understanding, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory on Public Opinion Intelligent Analysis, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189","https://openalex.org/I36152291"]},{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"Zhengzhou Key Laboratory on Text Processing and Image Understanding, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189","https://openalex.org/I4210091712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355692","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0001-7300-9215"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Telecommunications Engineering, Xidian University, Xi\u2019an, 710071, Shaanxi, China","School of Telecommunications Engineering, Xidian University, Xi'an, 710071, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Xidian University, Xi\u2019an, 710071, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunications Engineering, Xidian University, Xi'an, 710071, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071116710","display_name":"Chen Wang","orcid":"https://orcid.org/0000-0002-0666-6095"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]},{"id":"https://openalex.org/I4210091712","display_name":"Zhengzhou University of Science and Technology","ror":"https://ror.org/00b3j7936","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Wang","raw_affiliation_strings":["School of Artificial Intelligence, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","School of Computer Science, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","Zhengzhou Key Laboratory on Text Processing and Image Understanding, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"Zhengzhou Key Laboratory on Text Processing and Image Understanding, Zhongyuan University of Technology, Zhengzhou, 450007, Henan, China","institution_ids":["https://openalex.org/I132586189","https://openalex.org/I4210091712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103157473"],"corresponding_institution_ids":["https://openalex.org/I132586189","https://openalex.org/I36152291","https://openalex.org/I4210091712"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":1.2644,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84322882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"14","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991999864578247,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991999864578247,"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/T12676","display_name":"Machine Learning and ELM","score":0.9502999782562256,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8365905284881592},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6754464507102966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5569698214530945},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.5362723469734192},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4873660206794739},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4866712689399719},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.21202495694160461}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8365905284881592},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6754464507102966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5569698214530945},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.5362723469734192},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4873660206794739},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4866712689399719},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.21202495694160461},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13735-025-00372-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13735-025-00372-w","pdf_url":null,"source":{"id":"https://openalex.org/S2496055428","display_name":"International Journal of Multimedia Information Retrieval","issn_l":"2192-6611","issn":["2192-6611","2192-662X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Information Retrieval","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4854076541","display_name":null,"funder_award_id":"62376207","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":44,"referenced_works":["https://openalex.org/W577444057","https://openalex.org/W1805946669","https://openalex.org/W2070148066","https://openalex.org/W2188365844","https://openalex.org/W2334493732","https://openalex.org/W2514286655","https://openalex.org/W2533598788","https://openalex.org/W2552383788","https://openalex.org/W2900980876","https://openalex.org/W2924476266","https://openalex.org/W2961018736","https://openalex.org/W2962903908","https://openalex.org/W2963283377","https://openalex.org/W2963499153","https://openalex.org/W2963960318","https://openalex.org/W2979571231","https://openalex.org/W2990947836","https://openalex.org/W2991813857","https://openalex.org/W3034359780","https://openalex.org/W3034379915","https://openalex.org/W3035700349","https://openalex.org/W3043752659","https://openalex.org/W3096741441","https://openalex.org/W3109728025","https://openalex.org/W3135367836","https://openalex.org/W3171926364","https://openalex.org/W3176646400","https://openalex.org/W3176716813","https://openalex.org/W3182605419","https://openalex.org/W4200399832","https://openalex.org/W4206065605","https://openalex.org/W4226458340","https://openalex.org/W4238811432","https://openalex.org/W4385815555","https://openalex.org/W4386071542","https://openalex.org/W4386076660","https://openalex.org/W4403791762","https://openalex.org/W4409139266","https://openalex.org/W6600020421","https://openalex.org/W6600459194","https://openalex.org/W6600609147","https://openalex.org/W6678470764","https://openalex.org/W6749101112","https://openalex.org/W6819060087"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}