{"id":"https://openalex.org/W4387087714","doi":"https://doi.org/10.1145/3610885","title":"PATCH","display_name":"PATCH","publication_year":2023,"publication_date":"2023-09-27","ids":{"openalex":"https://openalex.org/W4387087714","doi":"https://doi.org/10.1145/3610885"},"language":"en","primary_location":{"id":"doi:10.1145/3610885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610885","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3610885","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054325688","display_name":"Juexing Wang","orcid":"https://orcid.org/0009-0006-4330-7098"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juexing Wang","raw_affiliation_strings":["Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":"https://orcid.org/0009-0006-4330-7098","affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083819169","display_name":"Guangjing Wang","orcid":"https://orcid.org/0000-0002-9353-9042"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guangjing Wang","raw_affiliation_strings":["Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0002-9353-9042","affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026121963","display_name":"Xiao Zhang","orcid":"https://orcid.org/0000-0002-7392-3477"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Zhang","raw_affiliation_strings":["Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0002-7392-3477","affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058743292","display_name":"Li Liu","orcid":"https://orcid.org/0009-0003-0418-736X"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":"https://orcid.org/0009-0003-0418-736X","affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027120851","display_name":"Huacheng Zeng","orcid":"https://orcid.org/0000-0002-3272-5239"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huacheng Zeng","raw_affiliation_strings":["Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0002-3272-5239","affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100630881","display_name":"Li Xiao","orcid":"https://orcid.org/0000-0003-2861-8438"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Xiao","raw_affiliation_strings":["Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0003-2861-8438","affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072253749","display_name":"Zhichao Cao","orcid":"https://orcid.org/0000-0002-8159-9072"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhichao Cao","raw_affiliation_strings":["Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0002-8159-9072","affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053647594","display_name":"Lin Gu","orcid":"https://orcid.org/0000-0002-7419-6240"},"institutions":[{"id":"https://openalex.org/I128514506","display_name":"Toko University","ror":"https://ror.org/01k2qqb14","country_code":"TW","type":"education","lineage":["https://openalex.org/I128514506"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP","TW"],"is_corresponding":false,"raw_author_name":"Lin Gu","raw_affiliation_strings":["RIKEN AIP, Tokoyo, Tokoyo, JAPAN and The University of Tokyo, Tokoyo, Tokoyo, JAPAN"],"raw_orcid":"https://orcid.org/0000-0002-7419-6240","affiliations":[{"raw_affiliation_string":"RIKEN AIP, Tokoyo, Tokoyo, JAPAN and The University of Tokyo, Tokoyo, Tokoyo, JAPAN","institution_ids":["https://openalex.org/I128514506","https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101970074","display_name":"Tianxing Li","orcid":"https://orcid.org/0000-0003-0808-2285"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianxing Li","raw_affiliation_strings":["Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0003-0808-2285","affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5054325688"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":0.7511,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.67526603,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"7","issue":"3","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T11309","display_name":"Music and Audio Processing","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.994700014591217,"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":0.8126369714736938},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6496134996414185},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.6400552988052368},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5896806120872498},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5172451138496399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5050888657569885},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.47203528881073},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45076048374176025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42792147397994995},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36183083057403564}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8126369714736938},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6496134996414185},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.6400552988052368},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5896806120872498},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5172451138496399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5050888657569885},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.47203528881073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45076048374176025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42792147397994995},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36183083057403564},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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":1,"locations":[{"id":"doi:10.1145/3610885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610885","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3610885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610885","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G3056003011","display_name":null,"funder_award_id":"JPMJMS2011","funder_id":"https://openalex.org/F4320338247","funder_display_name":"Moonshot Research and Development Program"}],"funders":[{"id":"https://openalex.org/F4320338247","display_name":"Moonshot Research and Development Program","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387087714.pdf","grobid_xml":"https://content.openalex.org/works/W4387087714.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W1539811621","https://openalex.org/W1570387256","https://openalex.org/W1903029394","https://openalex.org/W1945295775","https://openalex.org/W1966532833","https://openalex.org/W2016053056","https://openalex.org/W2036369155","https://openalex.org/W2073401630","https://openalex.org/W2080501585","https://openalex.org/W2095377654","https://openalex.org/W2144564081","https://openalex.org/W2165253089","https://openalex.org/W2194775991","https://openalex.org/W2247092846","https://openalex.org/W2270470215","https://openalex.org/W2468875367","https://openalex.org/W2530120573","https://openalex.org/W2553915786","https://openalex.org/W2783920628","https://openalex.org/W2786070938","https://openalex.org/W2787801451","https://openalex.org/W2887117815","https://openalex.org/W2887522866","https://openalex.org/W2899387030","https://openalex.org/W2914057844","https://openalex.org/W2945042590","https://openalex.org/W2951518532","https://openalex.org/W2958991960","https://openalex.org/W2962784654","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963654155","https://openalex.org/W2963882942","https://openalex.org/W2964109005","https://openalex.org/W2964762837","https://openalex.org/W2969827046","https://openalex.org/W2980999634","https://openalex.org/W2996219505","https://openalex.org/W3009217644","https://openalex.org/W3014775455","https://openalex.org/W3027969476","https://openalex.org/W3086755561","https://openalex.org/W3091791645","https://openalex.org/W3092074970","https://openalex.org/W3110923198","https://openalex.org/W3117572899","https://openalex.org/W3118120400","https://openalex.org/W3135892362","https://openalex.org/W3172863135","https://openalex.org/W3175335326","https://openalex.org/W3175514052","https://openalex.org/W3177005201","https://openalex.org/W3185580468","https://openalex.org/W3213755739","https://openalex.org/W4212774754","https://openalex.org/W4241307704","https://openalex.org/W4244356883","https://openalex.org/W4249142012","https://openalex.org/W4290996068","https://openalex.org/W4300951113","https://openalex.org/W4311415873","https://openalex.org/W4312715548","https://openalex.org/W4313156423","https://openalex.org/W4380433161","https://openalex.org/W4404658388"],"related_works":["https://openalex.org/W2060561905","https://openalex.org/W1417711376","https://openalex.org/W2032260263","https://openalex.org/W1986883493","https://openalex.org/W2469862403","https://openalex.org/W2166378262","https://openalex.org/W2035891203","https://openalex.org/W4379524643","https://openalex.org/W2011027677","https://openalex.org/W2367807705"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,14,30,59,85,129,207],"deep":[3,142],"learning":[4,143],"have":[5],"shown":[6],"that":[7,169,190,224],"multimodal":[8,28,132,192,210],"inference":[9,86,116,138],"can":[10,45],"be":[11],"particularly":[12],"useful":[13],"tasks":[15],"like":[16,100],"autonomous":[17],"driving,":[18],"human":[19,101],"health,":[20],"and":[21,134,184,216,244],"production":[22],"line":[23],"monitoring.":[24],"However,":[25],"deploying":[26],"state-of-the-art":[27],"models":[29,211],"distributed":[31],"IoT":[32],"systems":[33],"poses":[34],"unique":[35],"challenges":[36],"since":[37],"the":[38,53,60,91,95,130,172,176,234,246,253,258],"sensor":[39,69,76,160],"data":[40,64,157,187,194,243],"from":[41,67],"low-cost":[42],"edge":[43],"devices":[44],"get":[46],"corrupted,":[47],"lost,":[48],"or":[49,74,83,103,200],"delayed":[50],"before":[51],"reaching":[52],"cloud.":[54],"These":[55],"problems":[56],"are":[57],"magnified":[58],"presence":[61],"of":[62,94,114,139,147,241,256],"asymmetric":[63],"generation":[65],"rates":[66],"different":[68],"modalities,":[70],"wireless":[71],"network":[72],"dynamics,":[73],"unpredictable":[75],"behavior,":[77],"leading":[78],"to":[79,117,119,154,228,252],"either":[80],"increased":[81],"latency":[82],"degradation":[84],"accuracy,":[87],"which":[88],"could":[89],"affect":[90],"normal":[92],"operation":[93],"system":[96],"with":[97,180],"severe":[98],"consequences":[99],"injury":[102],"car":[104],"accident.":[105],"In":[106],"this":[107],"paper,":[108],"we":[109],"propose":[110],"PATCH,":[111],"a":[112,126,149,163,186],"framework":[113],"speculative":[115,137],"adapt":[118],"these":[120,140],"complex":[121],"scenarios.":[122],"PATCH":[123,145,206,225],"serves":[124],"as":[125],"plug-in":[127],"module":[128,153,168,189],"existing":[131],"models,":[133],"it":[135],"enables":[136],"off-the-shelf":[141],"models.":[144],"consists":[146],"1)":[148],"Masked-AutoEncoder-based":[150],"cross-modality":[151],"imputation":[152,178],"impute":[155],"missing":[156],"using":[158,197,212,239],"partially-available":[159],"data,":[161],"2)":[162],"lightweight":[164],"feature":[165],"pair":[166],"ranking":[167],"effectively":[170],"limits":[171],"searching":[173],"space":[174],"for":[175],"optimal":[177],"configuration":[179],"low":[181],"computation":[182],"overhead,":[183],"3)":[185],"alignment":[188],"aligns":[191],"heterogeneous":[193],"streams":[195],"without":[196],"accurate":[198],"timestamp":[199],"external":[201],"synchronization":[202],"mechanisms.":[203],"We":[204],"implement":[205],"nine":[208],"popular":[209],"five":[213],"public":[214],"datasets":[215],"one":[217],"self-collected":[218],"dataset.":[219],"The":[220],"experimental":[221],"results":[222],"show":[223],"achieves":[226],"up":[227],"13%":[229],"mean":[230],"accuracy":[231],"improvement":[232],"over":[233],"state-of-art":[235],"method":[236],"while":[237],"only":[238],"10%":[240],"training":[242,247],"reducing":[245],"overhead":[248],"by":[249],"73%":[250],"compared":[251],"original":[254],"cost":[255],"retraining":[257],"model.":[259]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2023-09-28T00:00:00"}