{"id":"https://openalex.org/W4414404884","doi":"https://doi.org/10.1109/tce.2025.3613131","title":"Conditional Diffusion Based Spatio-Temporal Imputation Model for Reliable and Intelligent Service in Consumer Electronics","display_name":"Conditional Diffusion Based Spatio-Temporal Imputation Model for Reliable and Intelligent Service in Consumer Electronics","publication_year":2025,"publication_date":"2025-09-22","ids":{"openalex":"https://openalex.org/W4414404884","doi":"https://doi.org/10.1109/tce.2025.3613131"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2025.3613131","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3613131","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"},"type":"article","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/A5012539214","display_name":"Zhenkun Jin","orcid":"https://orcid.org/0000-0001-9538-9116"},"institutions":[{"id":"https://openalex.org/I4210111616","display_name":"Wuhan Business University","ror":"https://ror.org/0282ggx30","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111616"]},{"id":"https://openalex.org/I4210155232","display_name":"Fiberhome Technology Group (China)","ror":"https://ror.org/04yv20134","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210155232"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenkun Jin","raw_affiliation_strings":["School of Information Engineering, Wuhan Business University, Wuhan, China","Wuhan Business University, Wuhan Research Institute of Posts and Telecommunications, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Wuhan Business University, Wuhan, China","institution_ids":["https://openalex.org/I4210111616"]},{"raw_affiliation_string":"Wuhan Business University, Wuhan Research Institute of Posts and Telecommunications, Wuhan, China","institution_ids":["https://openalex.org/I4210155232","https://openalex.org/I4210111616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014751365","display_name":"Xinlei Zhou","orcid":"https://orcid.org/0009-0000-5158-2299"},"institutions":[{"id":"https://openalex.org/I4210150999","display_name":"Research Institute of Posts and Telecommunications","ror":"https://ror.org/04j808v60","country_code":"SK","type":"nonprofit","lineage":["https://openalex.org/I4210150999"]},{"id":"https://openalex.org/I4210155232","display_name":"Fiberhome Technology Group (China)","ror":"https://ror.org/04yv20134","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210155232"]}],"countries":["CN","SK"],"is_corresponding":false,"raw_author_name":"Xinlei Zhou","raw_affiliation_strings":["Department of Telecommunications, Wuhan Research Institute of Posts and Telecommunications, Wuhan, China","Wuhan Research Institute of Posts and Telecommunications, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Wuhan Research Institute of Posts and Telecommunications, Wuhan, China","institution_ids":["https://openalex.org/I4210150999","https://openalex.org/I4210155232"]},{"raw_affiliation_string":"Wuhan Research Institute of Posts and Telecommunications, Wuhan, China","institution_ids":["https://openalex.org/I4210155232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083603009","display_name":"Xiaoxuan Fan","orcid":"https://orcid.org/0000-0002-3580-432X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxuan Fan","raw_affiliation_strings":["Hubei Key Laboratory of Distributed System Security, Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Hubei Key Laboratory of Distributed System Security, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3580-432X","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Distributed System Security, Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Hubei Key Laboratory of Distributed System Security, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082460527","display_name":"Shenghao Liu","orcid":"https://orcid.org/0000-0001-8993-8940"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghao Liu","raw_affiliation_strings":["Hubei Key Laboratory of Distributed System Security, Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Hubei Key Laboratory of Distributed System Security, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8993-8940","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Distributed System Security, Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Hubei Key Laboratory of Distributed System Security, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028756333","display_name":"Xianjun Deng","orcid":"https://orcid.org/0000-0001-5756-9765"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianjun Deng","raw_affiliation_strings":["Hubei Key Laboratory of Distributed System Security, Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Hubei Key Laboratory of Distributed System Security, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5756-9765","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Distributed System Security, Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Hubei Key Laboratory of Distributed System Security, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005761043","display_name":"Hanjun Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I157771985","display_name":"China National Nuclear Corporation","ror":"https://ror.org/01d5ymp84","country_code":"CN","type":"government","lineage":["https://openalex.org/I157771985"]},{"id":"https://openalex.org/I4210139507","display_name":"State Nuclear Power Technology Company (China)","ror":"https://ror.org/03pydjx38","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210139507"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanjun Gao","raw_affiliation_strings":["Research Center for Nuclear Power Simulation and Control Technology, CNNC Wuhan Nuclear Power Operation Technology Company, Wuhan, China","CNNC Wuhan Nuclear Power Operation Technology Co, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Nuclear Power Simulation and Control Technology, CNNC Wuhan Nuclear Power Operation Technology Company, Wuhan, China","institution_ids":["https://openalex.org/I4210139507"]},{"raw_affiliation_string":"CNNC Wuhan Nuclear Power Operation Technology Co, Wuhan, China","institution_ids":["https://openalex.org/I157771985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024773714","display_name":"Wei Feng","orcid":"https://orcid.org/0009-0008-5723-535X"},"institutions":[{"id":"https://openalex.org/I157771985","display_name":"China National Nuclear Corporation","ror":"https://ror.org/01d5ymp84","country_code":"CN","type":"government","lineage":["https://openalex.org/I157771985"]},{"id":"https://openalex.org/I4210139507","display_name":"State Nuclear Power Technology Company (China)","ror":"https://ror.org/03pydjx38","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210139507"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Feng","raw_affiliation_strings":["Research Center for Nuclear Power Simulation and Control Technology, CNNC Wuhan Nuclear Power Operation Technology Company, Wuhan, China","CNNC Wuhan Nuclear Power Operation Technology Co, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Nuclear Power Simulation and Control Technology, CNNC Wuhan Nuclear Power Operation Technology Company, Wuhan, China","institution_ids":["https://openalex.org/I4210139507"]},{"raw_affiliation_string":"CNNC Wuhan Nuclear Power Operation Technology Co, Wuhan, China","institution_ids":["https://openalex.org/I157771985"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012539214"],"corresponding_institution_ids":["https://openalex.org/I4210111616","https://openalex.org/I4210155232"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24901615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"71","issue":"4","first_page":"11813","last_page":"11825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.5932000279426575,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.5932000279426575,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14484","display_name":"Technology and Data Analysis","score":0.5763999819755554,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/imputation","display_name":"Imputation (statistics)","score":0.7602999806404114},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6466000080108643},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6413999795913696},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.3968000113964081},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.3846000134944916},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.37139999866485596},{"id":"https://openalex.org/keywords/intelligent-sensor","display_name":"Intelligent sensor","score":0.3513000011444092},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.3441999852657318}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.7602999806404114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7055000066757202},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6466000080108643},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6413999795913696},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5249999761581421},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.3846000134944916},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.37139999866485596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.365200012922287},{"id":"https://openalex.org/C176563091","wikidata":"https://www.wikidata.org/wiki/Q669238","display_name":"Intelligent sensor","level":3,"score":0.3513000011444092},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3506999909877777},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3441999852657318},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.31540000438690186},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.310699999332428},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C2776898695","wikidata":"https://www.wikidata.org/wiki/Q11253473","display_name":"Smart device","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.2667999863624573}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3613131","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3613131","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2160522869","display_name":null,"funder_award_id":"2024JYCXJJ056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4610253753","display_name":null,"funder_award_id":"62472442","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G52572893","display_name":null,"funder_award_id":"62202197","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6386601099","display_name":null,"funder_award_id":"U24B20153","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6956888079","display_name":null,"funder_award_id":"62272182","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7313006209","display_name":null,"funder_award_id":"JCYJ20220530161004009","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"},{"id":"https://openalex.org/G744991558","display_name":null,"funder_award_id":"YCJJ20251306","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G765258713","display_name":null,"funder_award_id":"2022YFE0138600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8842266284","display_name":null,"funder_award_id":"62202181","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},{"id":"https://openalex.org/F4320336569","display_name":"Shenzhen Science and Technology Innovation Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2000632882","https://openalex.org/W2060364371","https://openalex.org/W2134843796","https://openalex.org/W2346100606","https://openalex.org/W2944102862","https://openalex.org/W2964010366","https://openalex.org/W3124802786","https://openalex.org/W3134794314","https://openalex.org/W3174697924","https://openalex.org/W3198445485","https://openalex.org/W4312610635","https://openalex.org/W4379116725","https://openalex.org/W4385245566","https://openalex.org/W4385270120","https://openalex.org/W4399110793","https://openalex.org/W4399602148","https://openalex.org/W4401863578","https://openalex.org/W4402386891","https://openalex.org/W4406171636"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,12,48,79,193,206,249,259],"significant":[2],"progress":[3],"of":[4,9,55,81],"Artificial":[5],"Intelligence":[6],"and":[7,17,30,52,84,141,167,180,197],"Internet":[8],"Things":[10],"technologies,":[11],"demand":[13],"for":[14,50,108,165,225],"intelligent":[15,31,53,82,168,172],"services":[16,83],"enhanced":[18],"user":[19,86],"experience":[20],"in":[21,39,98,138,146,171,182,209],"consumer":[22,56,173],"electronics":[23],"systems":[24,175],"such":[25],"as":[26],"smart":[27],"home":[28],"devices":[29,38,63],"transportation":[32],"terminals":[33],"is":[34,64,215,252],"rapidly":[35],"increasing.":[36],"The":[37],"this":[40,90,155],"system":[41,74],"generate":[42],"massive":[43],"spatio-temporal":[44,162],"data":[45,59,149,236],"that":[46,120,134,176,240],"forms":[47],"foundation":[49],"reliable":[51,166],"service":[54,169],"electronics.":[57],"Inevitably,":[58],"collected":[60],"by":[61],"these":[62,153],"usually":[65],"incomplete":[66],"due":[67,126],"to":[68,96,127,191,203,217,254],"sensor":[69],"failures,":[70],"communication":[71],"losses,":[72],"or":[73],"malfunctions,":[75],"which":[76],"severely":[77],"compromises":[78],"reliability":[80],"degrades":[85],"experience.":[87],"To":[88,151],"tackle":[89],"issue,":[91],"researchers":[92],"proposed":[93],"imputation":[94,109,163,183,244],"methods":[95,115],"fill":[97],"missing":[99,136,148,207,235],"data.":[100],"Among":[101],"them,":[102],"diffusion":[103,113,160],"models":[104],"have":[105,116],"shown":[106],"superiority":[107],"tasks.":[110,184],"However,":[111],"existing":[112,139,210],"based":[114,161],"some":[117],"key":[118],"limitations":[119],"affect":[121],"practicality:":[122],"long":[123],"inference":[124,195,250],"time":[125,196],"iterative":[128],"denoising":[129],"steps,":[130],"unrealistic":[131],"masking":[132,201],"strategies":[133],"ignore":[135],"patterns":[137,208],"datasets,":[140],"overemphasis":[142],"on":[143,229],"irrelevant":[144],"information":[145],"highly":[147],"segments.":[150],"overcome":[152],"challenges,":[154],"paper":[156],"introduces":[157],"a":[158,199],"conditional":[159],"model":[164],"(STIRS)":[170],"electronic":[174],"balances":[177],"both":[178],"accuracy":[179],"efficiency":[181],"Specifically,":[185],"STIRS":[186,241],"leverages":[187],"an":[188],"SDE":[189],"solver":[190],"reduce":[192],"lengthy":[194],"proposes":[198],"window-mixed":[200],"strategy":[202],"better":[204],"reflect":[205],"datasets.":[211],"Additionally,":[212],"integrity-based":[213],"attention":[214],"employed":[216],"prioritize":[218],"relevant":[219],"information,":[220],"thereby":[221],"optimizing":[222],"feature":[223],"extraction":[224],"improved":[226],"performance.":[227],"Experiments":[228],"three":[230],"real-world":[231],"datasets":[232],"with":[233],"different":[234],"scenarios":[237],"(10%-90%)":[238],"demonstrate":[239],"achieves":[242],"superior":[243],"performance":[245],"while":[246],"significantly":[247],"reducing":[248],"time,":[251],"up":[253],"4.3":[255],"\u00d7":[256],"faster":[257],"than":[258],"current":[260],"state-of-the-art":[261],"model.":[262]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}