{"id":"https://openalex.org/W4414359530","doi":"https://doi.org/10.24963/ijcai.2025/1209","title":"Domain Prompt Learning with Quaternion Networks (Extended Abstract)","display_name":"Domain Prompt Learning with Quaternion Networks (Extended Abstract)","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414359530","doi":"https://doi.org/10.24963/ijcai.2025/1209"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/1209","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","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/A5084669485","display_name":"Qinglong Cao","orcid":"https://orcid.org/0000-0003-2742-026X"},"institutions":[{"id":"https://openalex.org/I127108677","display_name":"Eastern Institute of Technology","ror":"https://ror.org/00ct9cz38","country_code":"NZ","type":"education","lineage":["https://openalex.org/I127108677","https://openalex.org/I4387152882"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4394709157","display_name":"Eastern Institute of Technology, Ningbo","ror":"https://ror.org/036mbz113","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709157"]}],"countries":["CN","NZ"],"is_corresponding":false,"raw_author_name":"Qinglong Cao","raw_affiliation_strings":["Eastern Institute of Technology, Ningbo","Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eastern Institute of Technology, Ningbo","institution_ids":["https://openalex.org/I127108677","https://openalex.org/I4394709157"]},{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037564001","display_name":"Zhengqin Xu","orcid":"https://orcid.org/0009-0003-1801-0063"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengqin Xu","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101707444","display_name":"Yuntian Chen","orcid":"https://orcid.org/0000-0003-4566-8197"},"institutions":[{"id":"https://openalex.org/I127108677","display_name":"Eastern Institute of Technology","ror":"https://ror.org/00ct9cz38","country_code":"NZ","type":"education","lineage":["https://openalex.org/I127108677","https://openalex.org/I4387152882"]},{"id":"https://openalex.org/I4394709157","display_name":"Eastern Institute of Technology, Ningbo","ror":"https://ror.org/036mbz113","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709157"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Yuntian Chen","raw_affiliation_strings":["Eastern Institute of Technology, Ningbo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eastern Institute of Technology, Ningbo","institution_ids":["https://openalex.org/I127108677","https://openalex.org/I4394709157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704678","display_name":"Chao Ma","orcid":"https://orcid.org/0000-0002-8459-2845"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Ma","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101532519","display_name":"Xiaokang Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokang Yang","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"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":"10881","last_page":"10884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9506999850273132,"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/T10320","display_name":"Neural Networks and Applications","score":0.9506999850273132,"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/quaternion","display_name":"Quaternion","score":0.7164000272750854},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6413999795913696},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6204000115394592},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4553999900817871},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.39890000224113464},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39719998836517334}],"concepts":[{"id":"https://openalex.org/C200127275","wikidata":"https://www.wikidata.org/wiki/Q173853","display_name":"Quaternion","level":2,"score":0.7164000272750854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6589999794960022},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6413999795913696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6255999803543091},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6204000115394592},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4553999900817871},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.39890000224113464},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39719998836517334},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36340001225471497},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.3264000117778778},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3149000108242035},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29030001163482666},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2694999873638153},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.2596000134944916},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2025/1209","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Foundational":[0],"vision-language":[1],"models":[2,34],"(VLMs)":[3],"like":[4],"CLIP":[5],"have":[6],"revolutionized":[7],"image":[8],"recognition,":[9],"but":[10],"adapting":[11],"them":[12],"to":[13,39],"specialized":[14],"domains":[15],"with":[16,26],"limited":[17],"data":[18],"remains":[19],"challenging.":[20],"We":[21],"propose":[22],"Domain":[23],"Prompt":[24],"Learning":[25],"Quaternion":[27],"Networks":[28],"(DPLQ),":[29],"which":[30],"leverages":[31],"domain-specific":[32],"foundation":[33],"and":[35,52,63],"quaternion-based":[36],"prompt":[37],"tuning":[38],"effectively":[40],"transfer":[41],"recognition":[42],"capabilities.":[43],"Our":[44],"method":[45],"achieves":[46],"state-of-the-art":[47],"results":[48],"in":[49],"remote":[50],"sensing":[51],"medical":[53],"imaging":[54],"tasks.":[55],"This":[56],"extended":[57],"abstract":[58],"highlights":[59],"the":[60],"key":[61],"contributions":[62],"performance":[64],"of":[65],"DPLQ.":[66]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}