{"id":"https://openalex.org/W4414359466","doi":"https://doi.org/10.24963/ijcai.2025/714","title":"MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering","display_name":"MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414359466","doi":"https://doi.org/10.24963/ijcai.2025/714"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/714","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/714","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":"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/A5001444894","display_name":"Suixue Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Suixue Wang","raw_affiliation_strings":["School of Information and Communication Engineering, Hainan University"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Hainan University","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725071","display_name":"Shilin Zhang","orcid":"https://orcid.org/0000-0002-3268-5708"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilin Zhang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101829682","display_name":"Qingchen Zhang","orcid":"https://orcid.org/0000-0001-5525-687X"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingchen Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432795","display_name":"Peng Li","orcid":"https://orcid.org/0000-0003-4981-0496"},"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":"Peng Li","raw_affiliation_strings":["Key Laboratory of Social Computing and Cognitive Intelligence (Dalian University of Technology), Ministry of Education","School of Computer Science and Technology, Dalian University of Technology"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Social Computing and Cognitive Intelligence (Dalian University of Technology), Ministry of Education","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050399914","display_name":"Weiliang Huo","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiliang Huo","raw_affiliation_strings":["School of Information and Communication Engineering, Hainan University"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Hainan University","institution_ids":["https://openalex.org/I20942203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001444894"],"corresponding_institution_ids":["https://openalex.org/I20942203"],"apc_list":null,"apc_paid":null,"fwci":2.671,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92070982,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6415","last_page":"6423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9927999973297119,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9927999973297119,"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/cluster-analysis","display_name":"Cluster analysis","score":0.751800000667572},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6377999782562256},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6352999806404114},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.6226000189781189},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4595000147819519},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4560000002384186},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.35830000042915344},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.35510000586509705}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.751800000667572},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6377999782562256},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6352999806404114},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.6226000189781189},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5796999931335449},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4790000021457672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4697999954223633},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4595000147819519},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4560000002384186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40400001406669617},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.35830000042915344},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.35510000586509705},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.35350000858306885},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.3287999927997589},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.3206000030040741},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3059999942779541},{"id":"https://openalex.org/C27964816","wikidata":"https://www.wikidata.org/wiki/Q5164359","display_name":"Constrained clustering","level":5,"score":0.304500013589859},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3021000027656555},{"id":"https://openalex.org/C44859942","wikidata":"https://www.wikidata.org/wiki/Q5426511","display_name":"FLAME clustering","level":5,"score":0.26910001039505005},{"id":"https://openalex.org/C39235581","wikidata":"https://www.wikidata.org/wiki/Q5158434","display_name":"Conceptual clustering","level":5,"score":0.2596000134944916},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.2565999925136566},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2025/714","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/714","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Deep":[0],"multi-view":[1],"clustering":[2,65,119],"has":[3],"attracted":[4],"increasing":[5],"attention":[6],"in":[7,20,30,79,107,121,130,150],"the":[8,25,37,49,59,96,108,118,122,131,142,151],"pattern":[9],"mining":[10],"of":[11,15,44,52,117],"data.":[12],"However,":[13],"most":[14],"them":[16],"perform":[17],"self-learning":[18,97],"mechanisms":[19],"a":[21,61,72],"single":[22],"space,":[23,91],"ignoring":[24],"fruitful":[26],"structural":[27],"information":[28,78],"hidden":[29],"different-level":[31],"feature":[32,90,110,133],"spaces.":[33],"Meanwhile,":[34,135],"they":[35],"conduct":[36],"reconstruction":[38,98],"constraint":[39],"to":[40,47,70,102,125,145,168],"learn":[41],"generalized":[42],"representations":[43],"samples,":[45],"failing":[46],"explore":[48],"discriminative":[50],"ability":[51],"complementary":[53],"and":[54,82,88],"consistent":[55],"information.":[56],"To":[57],"address":[58],"challenges,":[60],"multi-granularity":[62],"invariant":[63,104,127,147],"structure":[64,106,129,149],"scheme":[66],"(MASTER)":[67],"is":[68],"proposed":[69],"define":[71],"bottom-up":[73],"process":[74,120],"that":[75,162],"extracts":[76],"multi-level":[77],"sample,":[80],"neighborhood,":[81],"category":[83],"granularities":[84],"from":[85],"low-level,":[86],"high-level,":[87],"semantics":[89,152],"respectively.":[92],"Specifically,":[93],"it":[94,113,136],"leverages":[95],"with":[99],"information-theoretic":[100],"overclustering":[101],"capture":[103,126,146],"sample":[105],"low-level":[109],"space.":[111,134,153],"Then,":[112],"models":[114],"data":[115],"diffusion":[116],"reliable":[123],"neighborhood":[124],"local":[128],"high-level":[132],"defines":[137],"dual":[138],"divergences":[139],"induced":[140],"by":[141],"space":[143],"geometry":[144],"global":[148],"Finally,":[154],"extensive":[155],"experiments":[156],"on":[157],"8":[158],"real-world":[159],"datasets":[160],"show":[161],"MASTER":[163],"achieves":[164],"state-of-the-art":[165],"performance":[166],"compared":[167],"11":[169],"baselines.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}