{"id":"https://openalex.org/W7154170160","doi":"https://doi.org/10.1145/3772318.3790694","title":"Iconix: Controlling Semantics and Style in Progressive Icon Grids Generation","display_name":"Iconix: Controlling Semantics and Style in Progressive Icon Grids Generation","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7154170160","doi":"https://doi.org/10.1145/3772318.3790694"},"language":null,"primary_location":{"id":"doi:10.1145/3772318.3790694","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790694","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772318.3790694","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhida Sun","orcid":"https://orcid.org/0000-0003-4689-986X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhida Sun","raw_affiliation_strings":["CSSE, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4689-986X","affiliations":[{"raw_affiliation_string":"CSSE, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaodong Wang","orcid":"https://orcid.org/0009-0004-3942-3980"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Wang","raw_affiliation_strings":["CSSE, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0004-3942-3980","affiliations":[{"raw_affiliation_string":"CSSE, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087321738","display_name":"Z Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyao Zhang","raw_affiliation_strings":["CSSE, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0004-9579-1454","affiliations":[{"raw_affiliation_string":"CSSE, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010444353","display_name":"Min L\u00fc","orcid":"https://orcid.org/0000-0002-8464-0990"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Lu","raw_affiliation_strings":["Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-8464-0990","affiliations":[{"raw_affiliation_string":"Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091260693","display_name":"Dani Lischinski","orcid":"https://orcid.org/0000-0002-6191-0361"},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Dani Lischinski","raw_affiliation_strings":["Hebrew University of Jerusalem, Jerusalem, Israel"],"raw_orcid":"https://orcid.org/0000-0002-6191-0361","affiliations":[{"raw_affiliation_string":"Hebrew University of Jerusalem, Jerusalem, Israel","institution_ids":["https://openalex.org/I197251160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036688260","display_name":"Daniel Cohen\u2010Or","orcid":"https://orcid.org/0000-0001-6777-7445"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daniel Cohen-Or","raw_affiliation_strings":["CSSE, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6777-7445","affiliations":[{"raw_affiliation_string":"CSSE, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034304352","display_name":"Hui Huang","orcid":"https://orcid.org/0000-0003-3212-0544"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Huang","raw_affiliation_strings":["CSSE, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3212-0544","affiliations":[{"raw_affiliation_string":"CSSE, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53278705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.1875,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.1875,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.13459999859333038,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10672","display_name":"Design Education and Practice","score":0.131400004029274,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/icon","display_name":"Icon","score":0.8898000121116638},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5631999969482422},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.4458000063896179},{"id":"https://openalex.org/keywords/literal-and-figurative-language","display_name":"Literal and figurative language","score":0.4140999913215637},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.39959999918937683},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.39480000734329224},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.38109999895095825}],"concepts":[{"id":"https://openalex.org/C2778447006","wikidata":"https://www.wikidata.org/wiki/Q1156474","display_name":"Icon","level":2,"score":0.8898000121116638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677299976348877},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5631999969482422},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.4458000063896179},{"id":"https://openalex.org/C46182478","wikidata":"https://www.wikidata.org/wiki/Q7363315","display_name":"Literal and figurative language","level":2,"score":0.4140999913215637},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.39480000734329224},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.38109999895095825},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.35260000824928284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33489999175071716},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3221000134944916},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.31769999861717224},{"id":"https://openalex.org/C41022531","wikidata":"https://www.wikidata.org/wiki/Q333657","display_name":"Communication design","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C198942812","wikidata":"https://www.wikidata.org/wiki/Q496618","display_name":"Semantic property","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C2778753569","wikidata":"https://www.wikidata.org/wiki/Q1960395","display_name":"Span (engineering)","level":2,"score":0.2639000117778778}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772318.3790694","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790694","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3772318.3790694","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3790694","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1015446384","https://openalex.org/W1979290264","https://openalex.org/W2053859636","https://openalex.org/W2055630165","https://openalex.org/W2057592763","https://openalex.org/W2078288474","https://openalex.org/W2086829614","https://openalex.org/W2087641817","https://openalex.org/W2088378932","https://openalex.org/W2108528870","https://openalex.org/W2157289187","https://openalex.org/W2194775991","https://openalex.org/W2561529111","https://openalex.org/W2601558669","https://openalex.org/W2794318289","https://openalex.org/W2801445401","https://openalex.org/W2806294697","https://openalex.org/W2911664431","https://openalex.org/W2981973248","https://openalex.org/W2999240041","https://openalex.org/W3031192630","https://openalex.org/W3090064364","https://openalex.org/W3184913966","https://openalex.org/W4220954513","https://openalex.org/W4224882009","https://openalex.org/W4233362272","https://openalex.org/W4286611322","https://openalex.org/W4293003169","https://openalex.org/W4297236111","https://openalex.org/W4304080359","https://openalex.org/W4380769213","https://openalex.org/W4386050987","https://openalex.org/W4387968634","https://openalex.org/W4389036235","https://openalex.org/W4389335076","https://openalex.org/W4390872497","https://openalex.org/W4390874314","https://openalex.org/W4393148291","https://openalex.org/W4393149035","https://openalex.org/W4402727912","https://openalex.org/W4403791036","https://openalex.org/W4405024050","https://openalex.org/W4405384475","https://openalex.org/W4405862247","https://openalex.org/W4407093025","https://openalex.org/W4407632381","https://openalex.org/W4407905813","https://openalex.org/W4409585307","https://openalex.org/W4409736083","https://openalex.org/W4409736123","https://openalex.org/W4409746101","https://openalex.org/W4409884736","https://openalex.org/W4410089478","https://openalex.org/W4413147683","https://openalex.org/W4414183195","https://openalex.org/W4416204877","https://openalex.org/W7084092284"],"related_works":[],"abstract_inverted_index":{"Visual":[0],"communication":[1],"often":[2],"needs":[3],"stylistically":[4],"consistent":[5],"icons":[6],"that":[7,25,111,141],"span":[8],"concrete":[9],"and":[10,37,56,80,84,101,126],"abstract":[11,83],"meanings,":[12],"for":[13,137],"use":[14],"in":[15],"diverse":[16],"contexts.":[17],"We":[18,134],"present":[19],"Iconix,":[20],"a":[21,44,49,63,75,91,114,128],"human-AI":[22],"co-creative":[23,139],"system":[24],"organizes":[26],"icon":[27,119],"generation":[28,60],"along":[29],"two":[30],"axes:":[31],"semantic":[32,50,143],"richness":[33],"(what":[34],"is":[35,70],"depicted)":[36],"visual":[38,102,150],"complexity":[39],"(how":[40],"much":[41],"detail).":[42],"Given":[43],"user-specified":[45],"concept,":[46],"Iconix":[47],"constructs":[48],"scaffold":[51],"of":[52,66,131],"related":[53],"analytical":[54],"perspectives":[55],"employs":[57],"chained,":[58],"image-conditioned":[59],"to":[61,82,113,148],"produce":[62],"coherent":[64,129],"style":[65],"exemplars.":[67],"Each":[68],"exemplar":[69],"then":[71],"automatically":[72],"distilled":[73],"into":[74],"progressive":[76,146],"sequence,":[77],"from":[78],"detailed":[79],"elaborate":[81],"simple.":[85],"The":[86],"resulting":[87],"two-dimensional":[88],"grid":[89],"exposes":[90],"navigable":[92],"space,":[93],"helping":[94],"designers":[95],"reason":[96],"jointly":[97],"about":[98],"figurative":[99],"content":[100],"abstraction.":[103,151],"A":[104],"within-subjects":[105],"study":[106],"(N":[107],"=":[108],"32)":[109],"found":[110],"compared":[112],"baseline":[115],"workflow,":[116],"participants":[117],"produced":[118],"grids":[120],"more":[121],"creatively,":[122],"reported":[123],"lower":[124],"workload,":[125],"explored":[127],"range":[130],"design":[132],"variations.":[133],"discuss":[135],"implications":[136],"human-machine":[138],"approaches":[140],"couple":[142],"scaffolding":[144],"with":[145],"simplification":[147],"support":[149]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-14T00:00:00"}