{"id":"https://openalex.org/W3214724704","doi":"https://doi.org/10.1109/dac18074.2021.9586254","title":"InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks","display_name":"InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks","publication_year":2021,"publication_date":"2021-11-08","ids":{"openalex":"https://openalex.org/W3214724704","doi":"https://doi.org/10.1109/dac18074.2021.9586254","mag":"3214724704"},"language":"en","primary_location":{"id":"doi:10.1109/dac18074.2021.9586254","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dac18074.2021.9586254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 58th ACM/IEEE Design Automation Conference (DAC)","raw_type":"proceedings-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/A5061572132","display_name":"Yonggan Fu","orcid":"https://orcid.org/0000-0002-7483-2921"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yonggan Fu","raw_affiliation_strings":["Rice University"],"affiliations":[{"raw_affiliation_string":"Rice University","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034614246","display_name":"Zhongzhi Yu","orcid":"https://orcid.org/0000-0002-9981-4981"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhongzhi Yu","raw_affiliation_strings":["Rice University"],"affiliations":[{"raw_affiliation_string":"Rice University","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101912939","display_name":"Yongan Zhang","orcid":"https://orcid.org/0000-0001-7919-049X"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongan Zhang","raw_affiliation_strings":["Rice University"],"affiliations":[{"raw_affiliation_string":"Rice University","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001404316","display_name":"Yifan Jiang","orcid":"https://orcid.org/0000-0002-7113-305X"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yifan Jiang","raw_affiliation_strings":["University of Texas at Austin"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065172226","display_name":"Chaojian Li","orcid":"https://orcid.org/0000-0003-4030-9777"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chaojian Li","raw_affiliation_strings":["Rice University"],"affiliations":[{"raw_affiliation_string":"Rice University","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065931921","display_name":"Yongyuan Liang","orcid":"https://orcid.org/0009-0006-2445-560X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongyuan Liang","raw_affiliation_strings":["Sun Yat-sen University"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042805005","display_name":"Mingchao Jiang","orcid":"https://orcid.org/0009-0008-8737-3964"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingchao Jiang","raw_affiliation_strings":["Rice University"],"affiliations":[{"raw_affiliation_string":"Rice University","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048522863","display_name":"Zhangyang Wang","orcid":"https://orcid.org/0000-0002-2050-5693"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhangyang Wang","raw_affiliation_strings":["University of Texas at Austin"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019582323","display_name":"Yingyan Lin","orcid":"https://orcid.org/0000-0001-5946-203X"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingyan Lin","raw_affiliation_strings":["Rice University"],"affiliations":[{"raw_affiliation_string":"Rice University","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5061572132"],"corresponding_institution_ids":["https://openalex.org/I74775410"],"apc_list":null,"apc_paid":null,"fwci":0.2914,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.5744399,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"757","last_page":"762"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/software-deployment","display_name":"Software deployment","score":0.8665186166763306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8352567553520203},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.49686482548713684},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.46142011880874634},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4485357403755188},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4345383942127228},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4257814884185791},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4154627025127411},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38372838497161865},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3711419701576233},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3548838198184967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23441913723945618},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14404252171516418},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08855098485946655}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8665186166763306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8352567553520203},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.49686482548713684},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.46142011880874634},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4485357403755188},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4345383942127228},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4257814884185791},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4154627025127411},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38372838497161865},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3711419701576233},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3548838198184967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23441913723945618},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14404252171516418},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08855098485946655}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dac18074.2021.9586254","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dac18074.2021.9586254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 58th ACM/IEEE Design Automation Conference (DAC)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-166000","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-166000","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3445084224","display_name":null,"funder_award_id":"1934767","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6337213400","display_name":null,"funder_award_id":"1934755","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2094756095","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2442974303","https://openalex.org/W2469490737","https://openalex.org/W2551176409","https://openalex.org/W2553303224","https://openalex.org/W2605347906","https://openalex.org/W2759777444","https://openalex.org/W2803113791","https://openalex.org/W2810075754","https://openalex.org/W2860338957","https://openalex.org/W2885981521","https://openalex.org/W2899915146","https://openalex.org/W2901508112","https://openalex.org/W2903260438","https://openalex.org/W2951104886","https://openalex.org/W2963163009","https://openalex.org/W2963393494","https://openalex.org/W2963709416","https://openalex.org/W2965658867","https://openalex.org/W2967733054","https://openalex.org/W2982479999","https://openalex.org/W2997929983","https://openalex.org/W3004933291","https://openalex.org/W3015497938","https://openalex.org/W3034644181","https://openalex.org/W3035147638","https://openalex.org/W3043495022","https://openalex.org/W3099584108","https://openalex.org/W3120444801","https://openalex.org/W3125482586","https://openalex.org/W4285719527","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6720242923","https://openalex.org/W6747806236","https://openalex.org/W6751528251","https://openalex.org/W6752515464","https://openalex.org/W6753338325","https://openalex.org/W6756979132","https://openalex.org/W6757149818","https://openalex.org/W6771485062","https://openalex.org/W6773944657","https://openalex.org/W6774188068","https://openalex.org/W6779487836","https://openalex.org/W6785700070","https://openalex.org/W6788146793"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061"],"abstract_inverted_index":{"The":[0],"promise":[1],"of":[2,9,27],"Deep":[3],"Neural":[4],"Network":[5],"(DNN)":[6],"powered":[7],"Internet":[8],"Thing":[10],"(IoT)":[11],"devices":[12,44],"has":[13],"motivated":[14],"a":[15],"tremendous":[16],"demand":[17],"for":[18],"automated":[19],"solutions":[20],"to":[21,37,48,60],"enable":[22],"fast":[23],"development":[24],"and":[25,45,63],"deployment":[26],"efficient":[28],"(1)":[29],"DNNs":[30],"equipped":[31],"with":[32],"instantaneous":[33],"accuracy-efficiency":[34],"trade-off":[35],"capability":[36],"accommodate":[38],"the":[39,77],"time-varying":[40],"resources":[41],"at":[42,70],"IoT":[43],"(2)":[46],"dataflows":[47],"optimize":[49],"DNNs\u2019":[50],"execution":[51],"efficiency":[52],"on":[53],"different":[54],"devices.":[55],"Therefore,":[56],"we":[57],"propose":[58],"InstantNet":[59,79],"automatically":[61],"generate":[62],"deploy":[64],"instantaneously":[65],"switchable-precision":[66],"networks":[67],"which":[68],"operates":[69],"variable":[71],"bit-widths.":[72],"Extensive":[73],"experiments":[74],"show":[75],"that":[76],"proposed":[78],"consistently":[80],"outperforms":[81],"state-of-the-art":[82],"designs.":[83],"Our":[84],"codes":[85],"are":[86],"available":[87],"at:":[88],"https://github.com/RICE-EIC/InstantNet.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}