{"id":"https://openalex.org/W4401049854","doi":"https://doi.org/10.1631/fitee.2300312","title":"Iris: a multi-constraint graphic layout generation system","display_name":"Iris: a multi-constraint graphic layout generation system","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4401049854","doi":"https://doi.org/10.1631/fitee.2300312"},"language":"en","primary_location":{"id":"doi:10.1631/fitee.2300312","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.2300312","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"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":"Frontiers of Information Technology & Electronic Engineering","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/A5012614577","display_name":"Liuqing Chen","orcid":"https://orcid.org/0000-0002-9049-0394"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liuqing Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China","Zhejiang\u2013Singapore Innovation and AI Joint Research Lab, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9049-0394","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Zhejiang\u2013Singapore Innovation and AI Joint Research Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006010268","display_name":"Qianzhi Jing","orcid":"https://orcid.org/0000-0002-5025-6421"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianzhi Jing","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062668415","display_name":"Yixin Tsang","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixin Tsang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050998972","display_name":"Tingting Zhou","orcid":"https://orcid.org/0000-0001-5977-1115"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Zhou","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012614577"],"corresponding_institution_ids":["https://openalex.org/I168879160","https://openalex.org/I4210123185"],"apc_list":null,"apc_paid":null,"fwci":2.6871,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94224806,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"25","issue":"7","first_page":"968","last_page":"987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6285770535469055},{"id":"https://openalex.org/keywords/iris","display_name":"IRIS (biosensor)","score":0.5853289365768433},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5816999673843384},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5169976949691772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3941599726676941},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.3915066123008728},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1887853741645813},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13461574912071228},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10346278548240662}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6285770535469055},{"id":"https://openalex.org/C2779503344","wikidata":"https://www.wikidata.org/wiki/Q5973514","display_name":"IRIS (biosensor)","level":3,"score":0.5853289365768433},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5816999673843384},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5169976949691772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3941599726676941},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3915066123008728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1887853741645813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13461574912071228},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10346278548240662},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1631/fitee.2300312","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.2300312","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"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":"Frontiers of Information Technology & Electronic Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W172711948","https://openalex.org/W1994734988","https://openalex.org/W2030073376","https://openalex.org/W2157289187","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2752796333","https://openalex.org/W2765874585","https://openalex.org/W2960053204","https://openalex.org/W2997822874","https://openalex.org/W3000052977","https://openalex.org/W3003711898","https://openalex.org/W3033926673","https://openalex.org/W3047590233","https://openalex.org/W3104540168","https://openalex.org/W3160663997","https://openalex.org/W3167280680","https://openalex.org/W3190835409","https://openalex.org/W3202536355","https://openalex.org/W3206831165","https://openalex.org/W4226079479","https://openalex.org/W4283803959","https://openalex.org/W4285605355","https://openalex.org/W4304080663","https://openalex.org/W4366588430","https://openalex.org/W4386071617","https://openalex.org/W4386071810","https://openalex.org/W4386076094","https://openalex.org/W4386076211","https://openalex.org/W4386076468","https://openalex.org/W6600234944","https://openalex.org/W6600997697","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W2764306564","https://openalex.org/W2465851997","https://openalex.org/W4300631340","https://openalex.org/W2541326295","https://openalex.org/W2804371092","https://openalex.org/W1585548376","https://openalex.org/W596505278","https://openalex.org/W2908892763","https://openalex.org/W4385339309","https://openalex.org/W2744889798"],"abstract_inverted_index":{"In":[0],"graphic":[1],"design,":[2],"layout":[3,29,54,78,103,148],"is":[4,123],"a":[5,52,95],"result":[6],"of":[7,28,75],"the":[8,11,15,26,33,67,73,87,139],"interaction":[9,34],"between":[10],"design":[12,55,143],"elements":[13],"in":[14,46,129],"foreground":[16],"and":[17,35,69,82,107,111],"background":[18],"images.":[19],"However,":[20],"prevalent":[21,126],"research":[22],"focuses":[23],"on":[24,114,134],"enhancing":[25],"quality":[27],"generation":[30,97,104],"algorithms,":[31],"overlooking":[32],"controllability":[36],"that":[37,119,138],"are":[38],"essential":[39],"for":[40,101],"designers":[41,60],"when":[42],"applying":[43],"these":[44],"methods":[45],"real-world":[47],"situations.":[48],"This":[49],"paper":[50],"proposes":[51],"user-centered":[53],"system,":[56],"Iris,":[57],"which":[58],"provides":[59],"with":[61],"an":[62],"interactive":[63],"environment":[64,71],"to":[65,125],"expedite":[66],"workflow,":[68],"this":[70],"encompasses":[72],"features":[74],"user-constraint":[76],"specification,":[77],"generation,":[79],"custom":[80],"editing,":[81],"final":[83],"rendering.":[84],"To":[85],"satisfy":[86],"multiple":[88,130],"constraints":[89],"specified":[90],"by":[91],"designers,":[92],"we":[93],"introduce":[94],"novel":[96],"model,":[98],"multi-constraint":[99],"LayoutVQ-VAE,":[100],"advancing":[102],"under":[105],"intra-":[106],"inter-domain":[108],"constraints.":[109],"Qualitative":[110],"quantitative":[112],"experiments":[113],"our":[115],"proposed":[116],"model":[117],"indicate":[118],"it":[120],"outperforms":[121],"or":[122],"comparable":[124],"state-of-the-art":[127],"models":[128],"aspects.":[131],"User":[132],"studies":[133],"Iris":[135],"further":[136],"demonstrate":[137],"system":[140],"significantly":[141],"enhances":[142],"efficiency":[144],"while":[145],"achieving":[146],"human-like":[147],"designs.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}