{"id":"https://openalex.org/W4392693971","doi":"https://doi.org/10.1109/tim.2024.3373089","title":"Hybrid Attention-Aware Transformer Network Collaborative Multiscale Feature Alignment for Building Change Detection","display_name":"Hybrid Attention-Aware Transformer Network Collaborative Multiscale Feature Alignment for Building Change Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392693971","doi":"https://doi.org/10.1109/tim.2024.3373089"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3373089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3373089","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5024713117","display_name":"Chuan Xu","orcid":"https://orcid.org/0000-0002-7099-7833"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuan Xu","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-7099-7833","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032080339","display_name":"Zhaoyi Ye","orcid":"https://orcid.org/0000-0003-2193-9124"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyi Ye","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-2193-9124","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022549905","display_name":"Liye Mei","orcid":"https://orcid.org/0000-0002-2555-9199"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liye Mei","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China","Institute of Technological Sciences, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2555-9199","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"Institute of Technological Sciences, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049474259","display_name":"Haonan Yu","orcid":"https://orcid.org/0009-0008-2947-5938"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haonan Yu","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0008-2947-5938","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071841938","display_name":"Jianchen Liu","orcid":"https://orcid.org/0000-0002-6004-7631"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianchen Liu","raw_affiliation_strings":["College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-6004-7631","affiliations":[{"raw_affiliation_string":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085381042","display_name":"Yaxiaer Yalikun","orcid":"https://orcid.org/0000-0003-0569-6740"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yaxiaer Yalikun","raw_affiliation_strings":["Division of Materials Science, Nara Institute of Science and Technology, Ikoma, Japan","Division of Materials Science, Nara Institute of Science and Technology, 8916-5 Takayama-cho, Ikoma, Nara, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0569-6740","affiliations":[{"raw_affiliation_string":"Division of Materials Science, Nara Institute of Science and Technology, Ikoma, Japan","institution_ids":["https://openalex.org/I75917431"]},{"raw_affiliation_string":"Division of Materials Science, Nara Institute of Science and Technology, 8916-5 Takayama-cho, Ikoma, Nara, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102010598","display_name":"Shuangtong Jin","orcid":"https://orcid.org/0009-0007-8087-1189"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangtong Jin","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0007-8087-1189","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319990","display_name":"Sheng Liu","orcid":"https://orcid.org/0000-0001-6033-078X"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Liu","raw_affiliation_strings":["Institute of Technological Sciences, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6033-078X","affiliations":[{"raw_affiliation_string":"Institute of Technological Sciences, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631304","display_name":"Wei Yang","orcid":"https://orcid.org/0000-0002-2014-8120"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I4210121573","display_name":"Wuchang University of Technology","ror":"https://ror.org/02mqsna37","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210121573"]},{"id":"https://openalex.org/I4400600924","display_name":"Wuchang Shouyi University","ror":"https://ror.org/02ny5za58","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yang","raw_affiliation_strings":["School of Information Science and Engineering, Wuchang Shouyi University, Wuhan, China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2014-8120","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Wuchang Shouyi University, Wuhan, China","institution_ids":["https://openalex.org/I4210121573","https://openalex.org/I4400600924"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073284259","display_name":"Cheng Lei","orcid":"https://orcid.org/0000-0001-8439-4235"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Lei","raw_affiliation_strings":["Institute of Technological Sciences, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8439-4235","affiliations":[{"raw_affiliation_string":"Institute of Technological Sciences, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5024713117"],"corresponding_institution_ids":["https://openalex.org/I74525822"],"apc_list":null,"apc_paid":null,"fwci":11.0738,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.98640502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9718000292778015,"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/transformer","display_name":"Transformer","score":0.6363824605941772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5730555057525635},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.5643709301948547},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5081887245178223},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.35513100028038025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3021318316459656},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.26395556330680847},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23678499460220337},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.17051729559898376}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6363824605941772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5730555057525635},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.5643709301948547},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5081887245178223},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.35513100028038025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3021318316459656},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.26395556330680847},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23678499460220337},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.17051729559898376},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3373089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3373089","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2435406859","display_name":null,"funder_award_id":"2021CFA042","funder_id":"https://openalex.org/F4320336819","funder_display_name":"Science Fund for Distinguished Young Scholars of Hubei Province"},{"id":"https://openalex.org/G4313616740","display_name":null,"funder_award_id":"2023YFF0723300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4594307055","display_name":null,"funder_award_id":"2042022kf1224","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4918635207","display_name":null,"funder_award_id":"BSQD2020056","funder_id":"https://openalex.org/F4320321604","funder_display_name":"Hubei University of Technology"},{"id":"https://openalex.org/G8929166421","display_name":null,"funder_award_id":"2022CFB501","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321604","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336819","display_name":"Science Fund for Distinguished Young Scholars of Hubei Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W2041426196","https://openalex.org/W2519960185","https://openalex.org/W2891248708","https://openalex.org/W2908320224","https://openalex.org/W3004423752","https://openalex.org/W3004839151","https://openalex.org/W3009942016","https://openalex.org/W3010257550","https://openalex.org/W3027225766","https://openalex.org/W3036453075","https://openalex.org/W3090751034","https://openalex.org/W3130754787","https://openalex.org/W3133438312","https://openalex.org/W3175515048","https://openalex.org/W3177052299","https://openalex.org/W3180045188","https://openalex.org/W3180799764","https://openalex.org/W3184566187","https://openalex.org/W3184878892","https://openalex.org/W3196294958","https://openalex.org/W3210281071","https://openalex.org/W4200000656","https://openalex.org/W4224212608","https://openalex.org/W4225648150","https://openalex.org/W4226224676","https://openalex.org/W4226361741","https://openalex.org/W4280623793","https://openalex.org/W4285204365","https://openalex.org/W4285224173","https://openalex.org/W4285243313","https://openalex.org/W4285298122","https://openalex.org/W4285303509","https://openalex.org/W4288901895","https://openalex.org/W4290043226","https://openalex.org/W4292258945","https://openalex.org/W4295136549","https://openalex.org/W4310553620","https://openalex.org/W4311774097","https://openalex.org/W4312373555","https://openalex.org/W4312730910","https://openalex.org/W4316660708","https://openalex.org/W4320008793","https://openalex.org/W4321460075","https://openalex.org/W4321488301","https://openalex.org/W4324360044","https://openalex.org/W4362636814","https://openalex.org/W4368233018","https://openalex.org/W4368374033","https://openalex.org/W4382629139"],"related_works":["https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2376528221","https://openalex.org/W196800607","https://openalex.org/W2359428812","https://openalex.org/W3181296946","https://openalex.org/W2015705630","https://openalex.org/W2355368334","https://openalex.org/W2073313993"],"abstract_inverted_index":{"Building":[0],"change":[1],"detection":[2,121],"(BCD)":[3],"is":[4],"essential":[5],"for":[6,24],"urban":[7],"dynamic":[8],"measurement.":[9],"Deep":[10],"learning":[11],"has":[12],"demonstrated":[13],"significant":[14],"potential":[15],"in":[16],"image":[17],"processing,":[18],"providing":[19],"powerful":[20],"feature":[21,35,43,80,153,179,187],"extraction":[22],"capabilities":[23],"BCD":[25,192],"tasks.":[26],"However,":[27],"existing":[28],"methods":[29,193],"do":[30],"not":[31],"adequately":[32],"mine":[33],"multiscale":[34,42,70,95,103,160,186],"information":[36],"and":[37,67,88,111,134,145,197,212],"ignore":[38],"the":[39,51,106,132,171],"importance":[40],"of":[41,50,136,206],"alignment,":[44],"leading":[45],"to":[46,64,91,130,157,168,183,209],"an":[47],"inadequate":[48],"representation":[49],"internal":[52],"structure.":[53],"Therefore,":[54],"we":[55,116,149,175],"propose":[56],"a":[57,77,118,140,151,163,177],"hybrid":[58,78],"attention-aware":[59,79],"Transformer":[60],"network":[61],"(HATNet)":[62],"designed":[63],"effectively":[65,92],"extract":[66,93],"interact":[68],"with":[69],"context":[71],"information.":[72],"Specifically,":[73],"HATNet":[74,189],"first":[75],"incorporates":[76],"extractor":[81],"(HAFE)":[82],"module":[83,124,156,182],"that":[84,125],"integrates":[85],"self-attention":[86],"(SA)":[87],"coordinate-attention":[89],"(CA)":[90],"complementary":[94],"features.":[96],"The":[97,200,216],"SA":[98],"establishes":[99],"long-range":[100],"dependencies":[101,110],"between":[102,143],"features,":[104,174],"while":[105],"CA":[107],"captures":[108],"spatial":[109],"preserves":[112],"positional":[113],"details.":[114],"Then,":[115],"devise":[117],"building":[119,214],"saliency":[120],"enhancement":[122],"(BSDE)":[123],"utilizes":[126],"three":[127],"independent":[128],"channels":[129],"facilitate":[131],"identification":[133],"localization":[135],"changed":[137,146,172],"buildings,":[138],"fostering":[139],"symbiotic":[141],"relationship":[142],"unchanged":[144],"areas.":[147],"Furthermore,":[148],"adopt":[150],"coarse-to-fine":[152],"interaction":[154],"(CFFI)":[155],"progressively":[158],"fuse":[159],"features":[161],"using":[162],"hierarchical":[164],"strategy.":[165],"In":[166],"order":[167],"better":[169],"locate":[170],"detail":[173],"introduce":[176],"global":[178,185],"alignment":[180],"(GFA)":[181],"achieve":[184],"alignment.":[188],"surpasses":[190],"eight":[191],"on":[194],"LEVIR-CD,":[195],"WHU-CD,":[196],"S2Looking-CD":[198],"datasets.":[199],"experimental":[201],"results":[202],"provide":[203],"compelling":[204],"evidence":[205],"our":[207],"method":[208],"precisely":[210],"detect":[211],"measure":[213],"changes.":[215],"codes":[217],"are":[218],"available":[219],"at":[220],"https://github.com/yzygit1230/HATNet.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":12}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
