{"id":"https://openalex.org/W7160061621","doi":"https://doi.org/10.1109/iccv51701.2025.00332","title":"OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM","display_name":"OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W7160061621","doi":"https://doi.org/10.1109/iccv51701.2025.00332"},"language":null,"primary_location":{"id":"doi:10.1109/iccv51701.2025.00332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.00332","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","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/A5100775331","display_name":"Jinhong Wang","orcid":"https://orcid.org/0000-0001-7975-0565"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhong Wang","raw_affiliation_strings":["College of Computer Science &#x0026; Technology, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science &#x0026; Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081807280","display_name":"Shuo Tong","orcid":"https://orcid.org/0009-0003-6968-5941"},"institutions":[{"id":"https://openalex.org/I4210105359","display_name":"Shanghai Liangyou (China)","ror":"https://ror.org/029zp7d63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210105359"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Tong","raw_affiliation_strings":["Transvascular Implantation Devices Research Institute and Liangzhu Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transvascular Implantation Devices Research Institute and Liangzhu Laboratory","institution_ids":["https://openalex.org/I4210105359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135188878","display_name":"Jian Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Liu","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070291038","display_name":"Dongqi Tang","orcid":"https://orcid.org/0000-0001-6311-2550"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dongqi Tang","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135230479","display_name":"Weiqiang Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weiqiang Wang","raw_affiliation_strings":["Ant Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ant Group","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371213","display_name":"Weiwei Li","orcid":"https://orcid.org/0000-0002-7329-4236"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentong Li","raw_affiliation_strings":["College of Computer Science &#x0026; Technology, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science &#x0026; Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101880727","display_name":"Hongxia Xu","orcid":"https://orcid.org/0000-0001-5384-4627"},"institutions":[{"id":"https://openalex.org/I4210105359","display_name":"Shanghai Liangyou (China)","ror":"https://ror.org/029zp7d63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210105359"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Xu","raw_affiliation_strings":["Transvascular Implantation Devices Research Institute and Liangzhu Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transvascular Implantation Devices Research Institute and Liangzhu Laboratory","institution_ids":["https://openalex.org/I4210105359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029344935","display_name":"D Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danny Z. Chen","raw_affiliation_strings":["University of Notre Dame"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Notre Dame","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105356551","display_name":"J Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159029","display_name":"Guangzhou HKUST Fok Ying Tung Research Institute","ror":"https://ror.org/05cvbj479","country_code":"CN","type":"facility","lineage":["https://openalex.org/I200769079","https://openalex.org/I4210159029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jintai Chen","raw_affiliation_strings":["HKUST,Guangzhou"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HKUST,Guangzhou","institution_ids":["https://openalex.org/I4210159029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135112108","display_name":"Jian Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105359","display_name":"Shanghai Liangyou (China)","ror":"https://ror.org/029zp7d63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210105359"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wu","raw_affiliation_strings":["Transvascular Implantation Devices Research Institute and Liangzhu Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transvascular Implantation Devices Research Institute and Liangzhu Laboratory","institution_ids":["https://openalex.org/I4210105359"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3477","last_page":"3487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.22030000388622284,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.22030000388622284,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.210099995136261,"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/T10028","display_name":"Topic Modeling","score":0.07069999724626541,"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/set","display_name":"Set (abstract data type)","score":0.28859999775886536},{"id":"https://openalex.org/keywords/proposition","display_name":"Proposition","score":0.2538999915122986},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.24809999763965607},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.2329999953508377}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3926999866962433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37369999289512634},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3589000105857849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3357999920845032},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C2777152325","wikidata":"https://www.wikidata.org/wiki/Q108163","display_name":"Proposition","level":2,"score":0.2538999915122986},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.24809999763965607},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.24719999730587006},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.2329999953508377},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.22599999606609344}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccv51701.2025.00332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv51701.2025.00332","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF International Conference on Computer Vision (ICCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6804571606","display_name":null,"funder_award_id":"82202984,12326612","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":30,"referenced_works":["https://openalex.org/W114375244","https://openalex.org/W1570759637","https://openalex.org/W1905153633","https://openalex.org/W1997855593","https://openalex.org/W2128186735","https://openalex.org/W2417288846","https://openalex.org/W2510725918","https://openalex.org/W2618799552","https://openalex.org/W2742048379","https://openalex.org/W2748140016","https://openalex.org/W2904852565","https://openalex.org/W2949208911","https://openalex.org/W2963488291","https://openalex.org/W2981548364","https://openalex.org/W2990759908","https://openalex.org/W3002992380","https://openalex.org/W3170883289","https://openalex.org/W4312771329","https://openalex.org/W4385767465","https://openalex.org/W4390872464","https://openalex.org/W4394597781","https://openalex.org/W4402727558","https://openalex.org/W4402727764","https://openalex.org/W4404625278","https://openalex.org/W4404725424","https://openalex.org/W7133185641","https://openalex.org/W7133193597","https://openalex.org/W7133198852","https://openalex.org/W7133220561","https://openalex.org/W7133224126"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-05-05T00:00:00"}
