{"id":"https://openalex.org/W4402352320","doi":"https://doi.org/10.1109/tvcg.2024.3456338","title":"<i>ParamsDrag</i>: Interactive Parameter Space Exploration via Image-Space Dragging","display_name":"<i>ParamsDrag</i>: Interactive Parameter Space Exploration via Image-Space Dragging","publication_year":2024,"publication_date":"2024-09-09","ids":{"openalex":"https://openalex.org/W4402352320","doi":"https://doi.org/10.1109/tvcg.2024.3456338","pmid":"https://pubmed.ncbi.nlm.nih.gov/39250408"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3456338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3456338","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5075178545","display_name":"Guan Li","orcid":"https://orcid.org/0000-0001-6436-3650"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Li","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0001-6436-3650","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yang Liu","orcid":"https://orcid.org/0009-0003-9893-8696"},"institutions":[{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Beijing Forestry University, China"],"raw_orcid":"https://orcid.org/0009-0003-9893-8696","affiliations":[{"raw_affiliation_string":"Beijing Forestry University, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039874476","display_name":"Guihua Shan","orcid":"https://orcid.org/0000-0002-8283-2278"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guihua Shan","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0002-8283-2278","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073054870","display_name":"Shiyu Cheng","orcid":"https://orcid.org/0000-0002-7400-515X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyu Cheng","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0002-7400-515X","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101531442","display_name":"Weiqun Cao","orcid":"https://orcid.org/0000-0001-6195-6928"},"institutions":[{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqun Cao","raw_affiliation_strings":["Beijing Forestry University, China"],"raw_orcid":"https://orcid.org/0000-0001-6195-6928","affiliations":[{"raw_affiliation_string":"Beijing Forestry University, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100669433","display_name":"Junpeng Wang","orcid":"https://orcid.org/0000-0002-1130-9914"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junpeng Wang","raw_affiliation_strings":["Visa Research, China"],"raw_orcid":"https://orcid.org/0000-0002-1130-9914","affiliations":[{"raw_affiliation_string":"Visa Research, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074351233","display_name":"Ko-Chih Wang","orcid":"https://orcid.org/0000-0002-7241-1939"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ko-Chih Wang","raw_affiliation_strings":["National Taiwan Normal University, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7241-1939","affiliations":[{"raw_affiliation_string":"National Taiwan Normal University, Taiwan","institution_ids":["https://openalex.org/I134161618"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6579,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66371371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"31","issue":"1","first_page":"624","last_page":"634"},"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":0.9991999864578247,"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":0.9991999864578247,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9987999796867371,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8117333054542542},{"id":"https://openalex.org/keywords/parameter-space","display_name":"Parameter space","score":0.6846739053726196},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6029194593429565},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5724048614501953},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.49790048599243164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49775341153144836},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46193352341651917},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.4387790858745575},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4217311441898346},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.41668957471847534},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4056073725223541}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8117333054542542},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.6846739053726196},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6029194593429565},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5724048614501953},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.49790048599243164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49775341153144836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46193352341651917},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.4387790858745575},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4217311441898346},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.41668957471847534},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4056073725223541},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2024.3456338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3456338","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:39250408","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39250408","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1869660031","display_name":null,"funder_award_id":"2023YFB3002500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7364394192","display_name":null,"funder_award_id":"62202446","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1932275522","https://openalex.org/W1959608418","https://openalex.org/W1964131408","https://openalex.org/W1982271317","https://openalex.org/W1995224664","https://openalex.org/W2001585088","https://openalex.org/W2020226548","https://openalex.org/W2049885731","https://openalex.org/W2100188138","https://openalex.org/W2100495367","https://openalex.org/W2103589474","https://openalex.org/W2109617680","https://openalex.org/W2109657057","https://openalex.org/W2156204145","https://openalex.org/W2182022528","https://openalex.org/W2186401311","https://openalex.org/W2200269224","https://openalex.org/W2344486847","https://openalex.org/W2475286089","https://openalex.org/W2518571988","https://openalex.org/W2617713127","https://openalex.org/W2751671543","https://openalex.org/W2766540679","https://openalex.org/W2805862937","https://openalex.org/W2807369386","https://openalex.org/W2816876164","https://openalex.org/W2886794935","https://openalex.org/W2936427306","https://openalex.org/W2950689937","https://openalex.org/W2962770929","https://openalex.org/W2964256275","https://openalex.org/W2965010363","https://openalex.org/W2966298242","https://openalex.org/W2972765376","https://openalex.org/W2989676145","https://openalex.org/W2997988937","https://openalex.org/W3015396553","https://openalex.org/W3035574324","https://openalex.org/W3043435612","https://openalex.org/W3074752377","https://openalex.org/W3087018735","https://openalex.org/W3171376142","https://openalex.org/W3206001989","https://openalex.org/W4224006294","https://openalex.org/W4225370476","https://openalex.org/W4297463254","https://openalex.org/W4385535562","https://openalex.org/W6637242042","https://openalex.org/W6637373629","https://openalex.org/W6640963894","https://openalex.org/W6797086137"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2189613078","https://openalex.org/W2579659702","https://openalex.org/W2923661510","https://openalex.org/W3175352000","https://openalex.org/W2105200106","https://openalex.org/W2751110224","https://openalex.org/W2006240110"],"abstract_inverted_index":{"Numerical":[0],"simulation":[1,14,113],"serves":[2],"as":[3],"a":[4,79],"cornerstone":[5],"in":[6,33,45,98,121],"scientific":[7],"modeling,":[8],"yet":[9],"the":[10,102,111,122,128,136,139,166],"process":[11],"of":[12,42,56,105,131,168],"fine-tuning":[13],"parameters":[15],"poses":[16],"significant":[17],"challenges.":[18],"Conventionally,":[19],"parameter":[20,57,68,83],"adjustment":[21,69],"relies":[22],"on":[23,110,154],"extensive":[24],"numerical":[25],"simulations,":[26],"data":[27],"analysis,":[28],"and":[29,37,70,157],"expert":[30],"insights,":[31],"resulting":[32],"substantial":[34],"computational":[35],"costs":[36],"low":[38],"efficiency.":[39],"The":[40],"emergence":[41],"deep":[43,161],"learning":[44],"recent":[46],"years":[47],"has":[48],"provided":[49],"promising":[50],"avenues":[51],"for":[52,66],"more":[53],"efficient":[54],"exploration":[55,85],"spaces.":[58],"However,":[59],"existing":[60],"approaches":[61],"often":[62],"lack":[63],"intuitive":[64],"methods":[65],"precise":[67],"optimization.":[71],"To":[72],"tackle":[73],"these":[74],"challenges,":[75],"we":[76,164],"introduce":[77],"ParamsDrag,":[78],"model":[80,96],"that":[81],"facilitates":[82],"space":[84],"through":[86],"direct":[87],"interaction":[88],"with":[89,135,159],"visualizations.":[90],"Inspired":[91],"by":[92,116],"DragGAN,":[93],"our":[94,169],"ParamsDrag":[95,106,145],"operates":[97],"three":[99],"steps.":[100],"First,":[101],"generative":[103],"component":[104],"generates":[107],"visualizations":[108],"based":[109],"input":[112],"parameters.":[114,133],"Second,":[115],"directly":[117],"dragging":[118],"structure-related":[119],"features":[120],"visualizations,":[123],"users":[124,142],"can":[125,143],"intuitively":[126],"understand":[127],"controlling":[129],"effect":[130],"different":[132],"Third,":[134],"understanding":[137],"from":[138],"earlier":[140],"step,":[141],"steer":[144],"to":[146],"produce":[147],"dynamic":[148],"visual":[149],"outcomes.":[150],"Through":[151],"experiments":[152],"conducted":[153],"real-world":[155],"simulations":[156],"comparisons":[158],"state-of-the-art":[160],"learning-based":[162],"approaches,":[163],"demonstrate":[165],"efficacy":[167],"solution.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
