{"id":"https://openalex.org/W7202379353","doi":"https://doi.org/10.1145/3795101.3805312","title":"Exploring the Inclusion of Large Language Models in Evolving Aesthetic &amp; Complex 3D Abstract Art","display_name":"Exploring the Inclusion of Large Language Models in Evolving Aesthetic &amp; Complex 3D Abstract Art","publication_year":2026,"publication_date":"2026-07-13","ids":{"openalex":"https://openalex.org/W7202379353","doi":"https://doi.org/10.1145/3795101.3805312"},"language":null,"primary_location":{"id":"doi:10.1145/3795101.3805312","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795101.3805312","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3795101.3805312","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093535704","display_name":"Veeramanohar Avudaiappan","orcid":"https://orcid.org/0009-0003-1227-5394"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Veeramanohar Avudaiappan","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, Coimbatore, India"],"raw_orcid":"https://orcid.org/0009-0003-1227-5394","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012446221","display_name":"Ritwik Murali","orcid":"https://orcid.org/0000-0002-1269-2257"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ritwik Murali","raw_affiliation_strings":["Department of Computer Science and Engineering, Amrita School of Computing, Coimbatore, Amrita Vishwa Vidyapeetham, Coimbatore, India"],"raw_orcid":"https://orcid.org/0000-0002-1269-2257","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Coimbatore, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"573","last_page":"576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/inclusion","display_name":"Inclusion (mineral)","score":0.5593000054359436},{"id":"https://openalex.org/keywords/visual-language","display_name":"Visual language","score":0.42590001225471497},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.32199999690055847},{"id":"https://openalex.org/keywords/modeling-language","display_name":"Modeling language","score":0.28189998865127563},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.2809999883174896},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.2727000117301941}],"concepts":[{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.5593000054359436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5152000188827515},{"id":"https://openalex.org/C2780878386","wikidata":"https://www.wikidata.org/wiki/Q1659648","display_name":"Visual language","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.41769999265670776},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.353300005197525},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.3418000042438507},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.34049999713897705},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.32199999690055847},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.31349998712539673},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2996000051498413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2953000068664551},{"id":"https://openalex.org/C179603123","wikidata":"https://www.wikidata.org/wiki/Q1941921","display_name":"Modeling language","level":3,"score":0.28189998865127563},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.27720001339912415},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3795101.3805312","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795101.3805312","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3795101.3805312","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795101.3805312","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1980065710","https://openalex.org/W2047198532","https://openalex.org/W2419520345","https://openalex.org/W4224504079","https://openalex.org/W4396817973","https://openalex.org/W4401213071","https://openalex.org/W4406417229","https://openalex.org/W4406486896","https://openalex.org/W4409637138","https://openalex.org/W7090787436"],"related_works":[],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2],"evolutionary":[3,59,83],"art":[4],"have":[5],"demonstrated":[6],"that":[7],"algorithmic":[8],"systems":[9],"can":[10],"generate":[11],"complex":[12],"and":[13,21,35,49,72,79,87,93],"aesthetically":[14],"engaging":[15],"3D":[16,64],"forms.":[17],"However,":[18],"fitness":[19,77],"evaluation":[20],"mutation":[22,80],"design":[23],"still":[24],"rely":[25],"on":[26,96],"handcrafted":[27],"mathematical":[28],"heuristics":[29],"or":[30],"human":[31],"feedback,":[32],"limiting":[33],"scalability":[34],"interpretability.":[36],"In":[37],"this":[38],"work,":[39],"we":[40],"investigate":[41],"the":[42],"integration":[43],"of":[44],"Large":[45],"Language":[46],"Models":[47,51],"(LLMs)":[48],"Vision-Language":[50],"(VLMs)":[52],"as":[53,75],"semantic":[54],"agents":[55],"within":[56],"a":[57,68],"multi-objective":[58],"framework":[60],"for":[61],"generating":[62],"abstract":[63],"art.":[65],"We":[66],"propose":[67],"pipeline":[69],"where":[70],"LLMs":[71],"VLMs":[73],"act":[74],"both":[76],"evaluators":[78],"facilitators.":[81],"The":[82],"process":[84],"uses":[85],"NSGA-II":[86],"NSGA-III":[88],"to":[89],"jointly":[90],"optimize":[91],"aesthetics":[92],"complexity":[94],"based":[95],"model-driven":[97],"evaluations.":[98]},"counts_by_year":[],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2026-08-14T00:00:00"}
