{"id":"https://openalex.org/W7168293136","doi":"https://doi.org/10.1145/3767308.3837725","title":"EmoStyle: Affective Conditioning of Style-Specialist Experts for Emotional Image Generation","display_name":"EmoStyle: Affective Conditioning of Style-Specialist Experts for Emotional Image Generation","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7168293136","doi":"https://doi.org/10.1145/3767308.3837725"},"language":"en","primary_location":{"id":"doi:10.1145/3767308.3837725","doi":"https://doi.org/10.1145/3767308.3837725","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3767308.3837725","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"ACM International Conference on Multimedia (ACM MM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 34th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3767308.3837725","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100893702","display_name":"Dexiang Hong","orcid":"https://orcid.org/0000-0001-7468-073X","observed_orcids":["https://orcid.org/0000-0001-7468-073X"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dexiang Hong","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0001-7468-073X","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140679330","display_name":"Yijie Guo","orcid":"https://orcid.org/0009-0005-0690-5956","observed_orcids":["https://orcid.org/0009-0005-0690-5956"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijie Guo","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0009-0005-0690-5956","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138360298","display_name":"Weidong Chen","orcid":"https://orcid.org/0000-0003-2774-2875","observed_orcids":["https://orcid.org/0000-0003-2774-2875"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Chen","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0003-2774-2875","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148161400","display_name":"Xinyan Liu","orcid":"https://orcid.org/0000-0003-2638-4324","observed_orcids":["https://orcid.org/0000-0003-2638-4324"]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyan Liu","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, China"],"raw_orcid":"https://orcid.org/0000-0003-2638-4324","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140618427","display_name":"Zixuan Zou","orcid":"https://orcid.org/0009-0004-8762-6424","observed_orcids":["https://orcid.org/0009-0004-8762-6424"]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixuan Zou","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, China"],"raw_orcid":"https://orcid.org/0009-0004-8762-6424","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135571128","display_name":"Zhendong Mao","orcid":"https://orcid.org/0000-0001-5739-8126","observed_orcids":["https://orcid.org/0000-0001-5739-8126"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhendong Mao","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0001-5739-8126","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124942495","display_name":"Yongdong Zhang","orcid":"https://orcid.org/0000-0002-1151-1792","observed_orcids":["https://orcid.org/0000-0002-1151-1792"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongdong Zhang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-1151-1792","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.0061,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97393865,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"17884","last_page":"17891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9984999895095825,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9984999895095825,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.00039999998989515007,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0003000000142492354,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5694000124931335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5604000091552734},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.5195000171661377},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5001999735832214},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4544000029563904},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.43070000410079956},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42590001225471497},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4165000021457672},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.3986999988555908},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3828999996185303},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.37220001220703125},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35429999232292175},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C2778949103","wikidata":"https://www.wikidata.org/wiki/Q600717","display_name":"Staring","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.31630000472068787},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C83195618","wikidata":"https://www.wikidata.org/wiki/Q590951","display_name":"Cued speech","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C143110190","wikidata":"https://www.wikidata.org/wiki/Q5373787","display_name":"Emotional expression","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.26019999384880066},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.2587999999523163}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3767308.3837725","doi":"https://doi.org/10.1145/3767308.3837725","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3767308.3837725","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"ACM International Conference on Multimedia (ACM MM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 34th ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2607.10165","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2607.10165","pdf_url":"https://arxiv.org/pdf/2607.10165","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2607.10165","doi":"https://doi.org/10.48550/arxiv.2607.10165","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.10165","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1145/3767308.3837725","doi":"https://doi.org/10.1145/3767308.3837725","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3767308.3837725","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"ACM International Conference on Multimedia (ACM MM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 34th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7168293136.pdf","grobid_xml":"https://content.openalex.org/works/W7168293136.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W2347880541","https://openalex.org/W2946410230","https://openalex.org/W3124944919","https://openalex.org/W3175222038","https://openalex.org/W3206261212","https://openalex.org/W4281946260","https://openalex.org/W4285729260","https://openalex.org/W4297631950","https://openalex.org/W4304084115","https://openalex.org/W4312933868","https://openalex.org/W4385571838","https://openalex.org/W4385572233","https://openalex.org/W4386071613","https://openalex.org/W4386072096","https://openalex.org/W4386076425","https://openalex.org/W4386160445","https://openalex.org/W4386185600","https://openalex.org/W4388796930","https://openalex.org/W4389523981","https://openalex.org/W4390195594","https://openalex.org/W4390871873","https://openalex.org/W4390872297","https://openalex.org/W4392223171","https://openalex.org/W4392538976","https://openalex.org/W4393160811","https://openalex.org/W4395065207","https://openalex.org/W4395659194","https://openalex.org/W4400111549","https://openalex.org/W4401043284","https://openalex.org/W4402671829","https://openalex.org/W4402716004","https://openalex.org/W4402726964","https://openalex.org/W4402733601","https://openalex.org/W4402753498","https://openalex.org/W4403792461","https://openalex.org/W4406489046","https://openalex.org/W4406492615","https://openalex.org/W4409364385","https://openalex.org/W4412377011","https://openalex.org/W4413371217","https://openalex.org/W4415346169","https://openalex.org/W4415536800","https://openalex.org/W4415538228","https://openalex.org/W4415539850","https://openalex.org/W4415824684","https://openalex.org/W4416355757","https://openalex.org/W4416430886","https://openalex.org/W4417356764","https://openalex.org/W7077058106","https://openalex.org/W7108210333","https://openalex.org/W7123343752","https://openalex.org/W7131666494","https://openalex.org/W7131679417","https://openalex.org/W7133193597","https://openalex.org/W7133198209","https://openalex.org/W7133208667","https://openalex.org/W7133229070","https://openalex.org/W7139044903","https://openalex.org/W7155088401","https://openalex.org/W7155196195","https://openalex.org/W7155217883","https://openalex.org/W7163984581","https://openalex.org/W7164123516","https://openalex.org/W7165523909"],"related_works":["https://openalex.org/W4417142566","https://openalex.org/W7164842927","https://openalex.org/W7213999592","https://openalex.org/W7204197744","https://openalex.org/W7117760764","https://openalex.org/W4403210782","https://openalex.org/W7124439672","https://openalex.org/W7213496843","https://openalex.org/W7221775995","https://openalex.org/W4415539850"],"abstract_inverted_index":{"Affective":[0],"image":[1,17],"editing":[2,53,113],"must":[3],"change":[4,35],"perceived":[5],"emotion":[6,27,150,157],"without":[7,163],"disturbing":[8],"the":[9,95,125,139],"identity,":[10],"scene,":[11],"and":[12,64,89,102,108,115,129],"structure":[13],"that":[14,47,146],"make":[15],"an":[16,26,83,90,165],"recognizable.":[18],"Existing":[19],"editors":[20],"can":[21],"follow":[22],"textual":[23],"instructions,":[24],"but":[25],"request":[28],"rarely":[29],"specifies":[30],"which":[31,37],"visual":[32],"evidence":[33,50,67],"should":[34,39],"or":[36,168],"content":[38],"remain":[40],"fixed.":[41],"We":[42],"introduce":[43],"IECLA,":[44],"a":[45,76,155],"framework":[46],"separates":[48],"source-emotion":[49],"from":[51,60,153],"target-specific":[52],"control.":[54],"IECLA":[55,81,118],"learns":[56],"signed":[57,103],"regional":[58],"contributions":[59],"raw":[61],"counterfactual":[62],"supervision":[63],"turns":[65],"eligible":[66,121],"into":[68],"constrained":[69],"local":[70],"instructions":[71],"for":[72],"existing":[73],"editors.":[74],"On":[75,94],"locked":[77],"teacher-defined":[78],"test":[79],"set,":[80],"attains":[82],"importance":[84,101],"Spearman":[85,104],"correlation":[86],"of":[87,92,106],"0.5885":[88],"R2":[91],"0.4005.":[93],"independent":[96],"Human320":[97],"benchmark,":[98],"it":[99],"reaches":[100],"correlations":[105],"0.5001":[107],"0.4525.":[109],"Across":[110],"5,440":[111],"fixed":[112],"tasks":[114],"five":[116],"editors,":[117],"routes":[119],"1,869":[120],"cross-emotion":[122],"cases,":[123],"retains":[124],"native":[126,141],"output":[127],"otherwise,":[128],"raises":[130],"end-to-end":[131],"target-success":[132],"point":[133],"estimates":[134],"by":[135],"5.3%--17.9%":[136],"relative":[137],"to":[138],"corresponding":[140],"pipelines.":[142],"These":[143],"results":[144],"indicate":[145],"separating":[147],"where":[148],"source":[149],"is":[151,158],"expressed":[152],"how":[154],"target":[156],"rendered":[159],"improves":[160],"affective":[161],"control":[162],"modifying":[164],"editor's":[166],"weights":[167],"sampling":[169],"procedure.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-07-15T00:00:00"}