{"id":"https://openalex.org/W4403780584","doi":"https://doi.org/10.1145/3664647.3681549","title":"CAD Translator: An Effective Drive for Text to 3D Parametric Computer-Aided Design Generative Modeling","display_name":"CAD Translator: An Effective Drive for Text to 3D Parametric Computer-Aided Design Generative Modeling","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4403780584","doi":"https://doi.org/10.1145/3664647.3681549"},"language":"en","primary_location":{"id":"doi:10.1145/3664647.3681549","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3681549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","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/A5002521830","display_name":"Xueyang Li","orcid":"https://orcid.org/0009-0004-7833-0170"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyang Li","raw_affiliation_strings":["Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0004-7833-0170","affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109297155","display_name":"Yu Song","orcid":"https://orcid.org/0009-0008-0889-1289"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Song","raw_affiliation_strings":["Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0008-0889-1289","affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074428232","display_name":"Yunzhong Lou","orcid":"https://orcid.org/0009-0001-2386-0017"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunzhong Lou","raw_affiliation_strings":["Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0001-2386-0017","affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046420009","display_name":"Xiangdong Zhou","orcid":"https://orcid.org/0000-0002-5538-7367"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangdong Zhou","raw_affiliation_strings":["Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5538-7367","affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":9.7478,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.98426813,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"8461","last_page":"8470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9983000159263611,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9973999857902527,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/cad","display_name":"CAD","score":0.7760120630264282},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.7263386249542236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6974348425865173},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6229860782623291},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6166556477546692},{"id":"https://openalex.org/keywords/computer-aided-design","display_name":"Computer Aided Design","score":0.5793043971061707},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.5033418536186218},{"id":"https://openalex.org/keywords/parametric-design","display_name":"Parametric design","score":0.49133744835853577},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.490695595741272},{"id":"https://openalex.org/keywords/computer-aided","display_name":"Computer-aided","score":0.41408947110176086},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36054688692092896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3603806495666504},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32496508955955505},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21931135654449463},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18302708864212036},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07942071557044983}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.7760120630264282},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.7263386249542236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6974348425865173},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6229860782623291},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6166556477546692},{"id":"https://openalex.org/C119823426","wikidata":"https://www.wikidata.org/wiki/Q184793","display_name":"Computer Aided Design","level":2,"score":0.5793043971061707},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.5033418536186218},{"id":"https://openalex.org/C2778370241","wikidata":"https://www.wikidata.org/wiki/Q18386598","display_name":"Parametric design","level":3,"score":0.49133744835853577},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.490695595741272},{"id":"https://openalex.org/C2780727963","wikidata":"https://www.wikidata.org/wiki/Q5157368","display_name":"Computer-aided","level":2,"score":0.41408947110176086},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36054688692092896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3603806495666504},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32496508955955505},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21931135654449463},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18302708864212036},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07942071557044983},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3664647.3681549","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3681549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2194775991","https://openalex.org/W2987068636","https://openalex.org/W2992308087","https://openalex.org/W3096092761","https://openalex.org/W3162843412","https://openalex.org/W3173520058","https://openalex.org/W3174904509","https://openalex.org/W3204860744","https://openalex.org/W3217122878","https://openalex.org/W4200150166","https://openalex.org/W4200412188","https://openalex.org/W4212774754","https://openalex.org/W4225323055","https://openalex.org/W4226086529","https://openalex.org/W4235375376","https://openalex.org/W4281485151","https://openalex.org/W4283810973","https://openalex.org/W4294959213","https://openalex.org/W4304192642","https://openalex.org/W4306294758","https://openalex.org/W4307474427","https://openalex.org/W4308670143","https://openalex.org/W4310443841","https://openalex.org/W4312578829","https://openalex.org/W4312708649","https://openalex.org/W4312791158","https://openalex.org/W4312818263","https://openalex.org/W4312843392","https://openalex.org/W4312884055","https://openalex.org/W4312933868","https://openalex.org/W4313118252","https://openalex.org/W4383682679","https://openalex.org/W4385570655","https://openalex.org/W4386057807","https://openalex.org/W4386065402","https://openalex.org/W4386065741","https://openalex.org/W4386065887","https://openalex.org/W4386071840","https://openalex.org/W4386076215","https://openalex.org/W4386076231","https://openalex.org/W4386076409","https://openalex.org/W4386172461","https://openalex.org/W4387846602","https://openalex.org/W4387848902","https://openalex.org/W4390873542","https://openalex.org/W4393160097","https://openalex.org/W4402727686","https://openalex.org/W6745136726","https://openalex.org/W6810472460","https://openalex.org/W6846216243","https://openalex.org/W7075367004"],"related_works":["https://openalex.org/W4240581114","https://openalex.org/W2808976468","https://openalex.org/W1987066701","https://openalex.org/W2321119628","https://openalex.org/W4385947675","https://openalex.org/W1503712992","https://openalex.org/W2379564476","https://openalex.org/W2384065376","https://openalex.org/W2371911932","https://openalex.org/W2387868983"],"abstract_inverted_index":{"Computer-Aided":[0],"Design":[1],"(CAD)":[2],"generative":[3,37],"modeling":[4,38],"is":[5,39],"widely":[6],"applicable":[7],"in":[8,21,44,110],"the":[9,30,57,65,84,111,121,136,142,161,174],"fields":[10],"of":[11,68,86,163,176],"industrial":[12],"engineering.":[13],"Recently,":[14],"text-to-3D":[15],"generation":[16],"has":[17,47],"shown":[18],"rapid":[19],"progress":[20],"point":[22],"clouds,":[23],"mesh,":[24],"and":[25,101,114,146,168],"other":[26],"non-parametric":[27],"representations.":[28],"On":[29],"contrary,":[31],"text":[32],"to":[33,119,129,172],"3D":[34],"parametric":[35,53,87,102,147],"CAD":[36,54,69,80,88,103,148,153],"a":[40,106,132,157],"more":[41],"appealing":[42],"task":[43],"industry":[45],"but":[46],"not":[48],"been":[49],"well":[50],"explored.":[51],"The":[52],"model":[55],"means":[56],"product":[58],"shape":[59],"can":[60,140],"be":[61],"defined":[62],"by":[63],"using":[64],"command":[66],"sequences":[67,89,104,149],"tools.":[70],"To":[71,151],"investigate":[72],"this,":[73],"we":[74,116,155],"design":[75],"an":[76],"encoder-decoder":[77],"framework,":[78],"namely":[79],"Translator,":[81,154],"for":[82],"incorporating":[83],"embedding":[85,134],"into":[90],"texts":[91,100,145],"appropriately":[92],"with":[93,160],"only":[94],"one-stage":[95],"training.":[96],"We":[97],"first":[98],"align":[99],"via":[105,135],"Cascading":[107],"Contrastive":[108],"Strategy":[109],"latent":[112],"space,":[113],"then":[115],"propose":[117],"CT-Mix":[118],"conduct":[120,169],"random":[122],"mask":[123],"operation":[124],"on":[125],"their":[126],"embeddings":[127],"separately":[128],"further":[130],"get":[131],"fusion":[133],"linear":[137],"interpolation.":[138],"This":[139],"strengthen":[141],"connection":[143],"between":[144],"effectively.":[150],"train":[152],"build":[156],"Text2CAD":[158],"dataset":[159],"help":[162],"Large":[164],"Multimodal":[165],"Model":[166],"(LMM)":[167],"thorough":[170],"experiments":[171],"demonstrate":[173],"effectiveness":[175],"our":[177],"method.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}