{"id":"https://openalex.org/W4389162407","doi":"https://doi.org/10.1109/iccad57390.2023.10323899","title":"Multi-Task Evolutionary to PVT Knowledge Transfer for Analog Integrated Circuit Optimization","display_name":"Multi-Task Evolutionary to PVT Knowledge Transfer for Analog Integrated Circuit Optimization","publication_year":2023,"publication_date":"2023-10-28","ids":{"openalex":"https://openalex.org/W4389162407","doi":"https://doi.org/10.1109/iccad57390.2023.10323899"},"language":"en","primary_location":{"id":"doi:10.1109/iccad57390.2023.10323899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad57390.2023.10323899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)","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/A5100334715","display_name":"Jintao Li","orcid":"https://orcid.org/0000-0003-0403-6767"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jintao Li","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China,518110","School of Electronics and Communication Engineering, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China,Shenzhen,China,518110","institution_ids":[]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090014319","display_name":"Haochang Zhi","orcid":"https://orcid.org/0009-0001-1198-6915"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haochang Zhi","raw_affiliation_strings":["School of Electronic Science and Engineering, Southeast University,Nanjing,China,214135"],"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Southeast University,Nanjing,China,214135","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057291086","display_name":"Weiwei Shan","orcid":"https://orcid.org/0000-0001-5520-1326"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Shan","raw_affiliation_strings":["School of Electronic Science and Engineering, Southeast University,Nanjing,China,214135"],"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Southeast University,Nanjing,China,214135","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100764158","display_name":"Yongfu Li","orcid":"https://orcid.org/0000-0002-6322-8614"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongfu Li","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Micro-Nano Electronics,Shanghai,China,200030","i4AI Ltd,London,United Kingdom,WCIN3AX"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Micro-Nano Electronics,Shanghai,China,200030","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"i4AI Ltd,London,United Kingdom,WCIN3AX","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003967728","display_name":"Yanhan Zeng","orcid":"https://orcid.org/0000-0002-2260-3705"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhan Zeng","raw_affiliation_strings":["School of Electronics and Communication Engineering, Guangzhou University,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Communication Engineering, Guangzhou University,Guangzhou,China,510006","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100395668","display_name":"Yun Li","orcid":"https://orcid.org/0000-0003-1753-7317"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Micro-Nano Electronics,Shanghai,China,200030","i4AI Ltd,London,United Kingdom,WCIN3AX"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Micro-Nano Electronics,Shanghai,China,200030","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"i4AI Ltd,London,United Kingdom,WCIN3AX","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100334715"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":null,"apc_paid":null,"fwci":2.2732,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.88751259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9998000264167786,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9994999766349792,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6458431482315063},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5688179135322571},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.42407238483428955},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4109118580818176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2801886200904846},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15372169017791748},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.12228009104728699},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.11195740103721619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6458431482315063},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5688179135322571},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.42407238483428955},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4109118580818176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2801886200904846},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15372169017791748},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.12228009104728699},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.11195740103721619}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad57390.2023.10323899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad57390.2023.10323899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4654207864","display_name":null,"funder_award_id":"92270105,62141414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7458350074","display_name":null,"funder_award_id":"2021B1515120078,2023A1515012900","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1566916904","https://openalex.org/W1953423682","https://openalex.org/W1965555277","https://openalex.org/W1972150182","https://openalex.org/W2074046446","https://openalex.org/W2092297295","https://openalex.org/W2114750951","https://openalex.org/W2115980193","https://openalex.org/W2126105956","https://openalex.org/W2170200522","https://openalex.org/W2171702041","https://openalex.org/W2413527939","https://openalex.org/W2465707620","https://openalex.org/W2769791151","https://openalex.org/W2923639984","https://openalex.org/W2989851762","https://openalex.org/W3004829073","https://openalex.org/W3012472892","https://openalex.org/W3034431393","https://openalex.org/W3035803417","https://openalex.org/W3046266258","https://openalex.org/W3092618035","https://openalex.org/W3100083105","https://openalex.org/W3158507060","https://openalex.org/W3158573701","https://openalex.org/W3160469020","https://openalex.org/W3171037864","https://openalex.org/W3185792152","https://openalex.org/W4249230816","https://openalex.org/W4285243935","https://openalex.org/W4297822266","https://openalex.org/W4297990030","https://openalex.org/W4360605895","https://openalex.org/W6677344320","https://openalex.org/W6683185311"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Designing":[0],"analog":[1],"integrated":[2],"circuits":[3],"(ICs),":[4],"particularly":[5],"sensors":[6],"and":[7,17,28,133],"reference":[8],"circuits,":[9],"requires":[10],"a":[11,71],"significant":[12],"amount":[13],"of":[14,24,38,54,104,157,177],"human":[15,181],"expertise":[16],"time,":[18],"largely":[19],"due":[20],"to":[21,44,63,100,112,121,163,171],"the":[22,42,46,52,55,87,102,105,150,155,164,175,180],"requirement":[23],"maintaining":[25],"process,":[26],"voltage,":[27],"temperature":[29],"(PVT)":[30],"consistency.":[31],"So":[32],"far,":[33],"there":[34],"has":[35],"been":[36],"plenty":[37],"work":[39],"on":[40,129],"tuning":[41],"circuit":[43,64,88,138],"meet":[45],"PVT":[47,79,92,117],"consistency":[48],"requirements":[49],"by":[50,160],"comparing":[51],"offset":[53],"DC":[56],"operating":[57],"point,":[58],"but":[59],"this":[60],"inevitably":[61],"leads":[62],"performance":[65],"degradation.":[66],"To":[67],"improve,":[68],"we":[69],"propose":[70],"\u2018PVT-Transfer\u2019":[72],"framework":[73,126],"that":[74,147],"utilizes":[75],"knowledge":[76,94],"transfer":[77],"among":[78,116],"corners":[80],"through":[81,97],"evolutionary":[82],"multitasking.":[83],"Specifically,":[84],"via":[85],"cross-operating":[86],"parameters":[89],"under":[90],"different":[91],"corners,":[93],"is":[95,127],"transferred":[96],"parameter":[98],"migration":[99],"improve":[101],"robustness":[103],"circuit.":[106],"Further,":[107],"PVT-Transfer":[108,148],"employs":[109],"data-driven":[110],"learning":[111],"identify":[113],"potential":[114],"similarities":[115],"variations,":[118],"thereby":[119],"leading":[120],"more":[122],"cost-effective":[123],"optimization.":[124],"This":[125],"evaluated":[128],"two":[130],"voltage":[131],"references":[132],"compared":[134,162],"with":[135],"four":[136],"state-of-the-art":[137],"sizing":[139],"methods.":[140,152],"The":[141],"post-layout":[142],"Monte-Carlo":[143],"simulation":[144],"results":[145],"verify":[146],"outperforms":[149],"existing":[151],"It":[153],"reduces":[154],"number":[156],"simulations":[158],"required":[159],"60%":[161],"GCN-RL":[165],"method.":[166],"Besides,":[167],"PVT-transfer":[168],"achieves":[169],"up":[170],"10\u00d7":[172],"improvement":[173],"in":[174],"figure":[176],"merit":[178],"over":[179],"design.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}