{"id":"https://openalex.org/W4408151618","doi":"https://doi.org/10.1145/3658617.3697602","title":"LIBMixer: An all-MLP Architecture for Cell Library Characterization towards Design Space Optimization","display_name":"LIBMixer: An all-MLP Architecture for Cell Library Characterization towards Design Space Optimization","publication_year":2025,"publication_date":"2025-01-20","ids":{"openalex":"https://openalex.org/W4408151618","doi":"https://doi.org/10.1145/3658617.3697602"},"language":"en","primary_location":{"id":"doi:10.1145/3658617.3697602","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658617.3697602","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3658617.3697602","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101854185","display_name":"Jaeseung Lee","orcid":"https://orcid.org/0009-0008-4092-7499"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaeseung Lee","raw_affiliation_strings":["CSDL, Postech, Pohang, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0008-4092-7499","affiliations":[{"raw_affiliation_string":"CSDL, Postech, Pohang, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113419499","display_name":"Seokjin Jang","orcid":"https://orcid.org/0009-0006-6995-1594"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunggyu Jang","raw_affiliation_strings":["CSDL, Postech, Pohang, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0006-6995-1594","affiliations":[{"raw_affiliation_string":"CSDL, Postech, Pohang, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016696630","display_name":"Jakang Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jakang Lee","raw_affiliation_strings":["CSDL, Postech, Pohang, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0004-0010-9863","affiliations":[{"raw_affiliation_string":"CSDL, Postech, Pohang, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044543389","display_name":"Seokhyeong Kang","orcid":"https://orcid.org/0000-0003-3015-1806"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokhyeong Kang","raw_affiliation_strings":["CSDL, Postech, Pohang, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-3015-1806","affiliations":[{"raw_affiliation_string":"CSDL, Postech, Pohang, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":null,"apc_paid":null,"fwci":2.0535,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86676969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"814","last_page":"820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12162","display_name":"Cellular Automata and Applications","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9793999791145325,"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/T11444","display_name":"Electromagnetic Compatibility and Noise Suppression","score":0.9613999724388123,"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-architecture","display_name":"Computer architecture","score":0.6423373818397522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6287322640419006},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6069649457931519},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.5197222232818604},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4723801612854004},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32117757201194763},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1077425479888916}],"concepts":[{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6423373818397522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6287322640419006},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6069649457931519},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.5197222232818604},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4723801612854004},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32117757201194763},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1077425479888916},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3658617.3697602","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658617.3697602","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3658617.3697602","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658617.3697602","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1988422687","https://openalex.org/W2083468228","https://openalex.org/W2401935718","https://openalex.org/W2617592434","https://openalex.org/W2739643704","https://openalex.org/W2810911330","https://openalex.org/W2970971581","https://openalex.org/W3113296849","https://openalex.org/W3143696222","https://openalex.org/W3157506437","https://openalex.org/W3182706339","https://openalex.org/W3197363538","https://openalex.org/W4320352504","https://openalex.org/W4324144701","https://openalex.org/W4367189732","https://openalex.org/W4386867448","https://openalex.org/W4390693346","https://openalex.org/W4393141060","https://openalex.org/W6704971551"],"related_works":["https://openalex.org/W3107994849","https://openalex.org/W4247143848","https://openalex.org/W2009883749","https://openalex.org/W2735573198","https://openalex.org/W29442446","https://openalex.org/W330727063","https://openalex.org/W2896904446","https://openalex.org/W1483407203","https://openalex.org/W590712855","https://openalex.org/W2038503502"],"abstract_inverted_index":{"Cell":[0],"library":[1,51],"characterization":[2,52],"is":[3],"a":[4,43,75,146],"fundamental":[5],"stage":[6],"of":[7,28,109,116,125,143],"electronic":[8],"design":[9,22,56,127],"automation":[10],"(EDA),":[11],"as":[12,145],"it":[13],"provides":[14],"essential":[15],"electrical":[16,71],"models":[17],"for":[18,38,47,96,151],"circuit":[19],"simulation":[20],"and":[21,35,49,70,99,119,148],"quality":[23],"assessment.":[24],"However,":[25],"the":[26,106,141],"development":[27],"advanced":[29],"nodes":[30],"demands":[31],"increasing":[32],"computational":[33],"resources":[34],"engineering":[36],"efforts":[37],"characterization.":[39],"We":[40],"introduce":[41],"LIBMixer,":[42],"machine":[44],"learning-based":[45],"framework":[46],"fast":[48,147],"accurate":[50],"designed":[53],"to":[54,87],"enhance":[55],"space":[57],"optimization.":[58],"Leveraging":[59],"multi-layer":[60],"perceptron":[61],"architectures,":[62],"LIBMixer":[63,90,144],"efficiently":[64],"manages":[65],"complex":[66],"relationships":[67],"between":[68],"technology":[69],"characteristics.":[72],"It":[73],"achieves":[74],"31.5\u00d7":[76],"faster":[77],"runtime":[78],"than":[79],"conventional":[80],"EDA":[81],"tools":[82],"while":[83],"enhancing":[84],"alignment.":[85],"Compared":[86],"state-of-the-art":[88],"methods,":[89],"targets":[91],"6.4\u00d7":[92],"more":[93],"standard":[94],"cells":[95],"both":[97],"power":[98],"timing":[100],"information.":[101],"This":[102],"scalability":[103],"improvement":[104],"enables":[105],"practical":[107],"synthesis":[108,126],"IP":[110],"cores,":[111],"demonstrating":[112],"high":[113],"correlation":[114],"across":[115],"power,":[117],"performance,":[118],"area":[120],"results.":[121],"Additionally,":[122],"Pareto":[123],"fronts":[124],"results":[128,139],"with":[129],"LIBMixer-inferred":[130],"libraries":[131],"closely":[132],"match":[133],"those":[134],"from":[135],"foundry":[136],"files.":[137],"Experimental":[138],"highlight":[140],"effectiveness":[142],"reliable":[149],"alternative":[150],"PVT":[152],"analysis.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
