{"id":"https://openalex.org/W4410443377","doi":"https://doi.org/10.1145/3735640","title":"ChatDSE: A Zero-Shot Microarchitecture Design Space Explorer Powered by GPT4.0","display_name":"ChatDSE: A Zero-Shot Microarchitecture Design Space Explorer Powered by GPT4.0","publication_year":2025,"publication_date":"2025-05-16","ids":{"openalex":"https://openalex.org/W4410443377","doi":"https://doi.org/10.1145/3735640"},"language":"en","primary_location":{"id":"doi:10.1145/3735640","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735640","pdf_url":null,"source":{"id":"https://openalex.org/S105046310","display_name":"ACM Transactions on Design Automation of Electronic Systems","issn_l":"1084-4309","issn":["1084-4309","1557-7309"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Design Automation of Electronic Systems","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/A5024426769","display_name":"Mingxin Tang","orcid":"https://orcid.org/0000-0002-5952-9254"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxin Tang","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology","College of Computer Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-5952-9254","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100756971","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-2876-6687"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology","College of Computer Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2876-6687","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009217361","display_name":"Lizhou Wu","orcid":"https://orcid.org/0000-0003-4439-7436"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhou Wu","raw_affiliation_strings":["College of Computer, National University of Defense Technology","College of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-4439-7436","affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069512300","display_name":"Libo Huang","orcid":"https://orcid.org/0000-0002-8307-6742"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libo Huang","raw_affiliation_strings":["School of Computer, National University of Defense Technology","School of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-8307-6742","affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117571690","display_name":"Kun Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Zeng","raw_affiliation_strings":["School of Computer, National University of Defense Technology","School of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0006-1360-9650","affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07890188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"4","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.859444260597229},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.7295612096786499},{"id":"https://openalex.org/keywords/microarchitecture","display_name":"Microarchitecture","score":0.7094641923904419},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5605322122573853},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.4841783344745636},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.42214563488960266},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.30987679958343506},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22109487652778625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.859444260597229},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.7295612096786499},{"id":"https://openalex.org/C107598950","wikidata":"https://www.wikidata.org/wiki/Q259864","display_name":"Microarchitecture","level":2,"score":0.7094641923904419},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5605322122573853},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.4841783344745636},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.42214563488960266},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.30987679958343506},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22109487652778625},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3735640","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735640","pdf_url":null,"source":{"id":"https://openalex.org/S105046310","display_name":"ACM Transactions on Design Automation of Electronic Systems","issn_l":"1084-4309","issn":["1084-4309","1557-7309"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Design Automation of Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1983394510","https://openalex.org/W1984288647","https://openalex.org/W2095004014","https://openalex.org/W2113234488","https://openalex.org/W2114188922","https://openalex.org/W2138209363","https://openalex.org/W2160323811","https://openalex.org/W2292073965","https://openalex.org/W2295598076","https://openalex.org/W2614475470","https://openalex.org/W2724531490","https://openalex.org/W2761973445","https://openalex.org/W2914482419","https://openalex.org/W2943236625","https://openalex.org/W2945560322","https://openalex.org/W3082750925","https://openalex.org/W3164803610","https://openalex.org/W3210277894","https://openalex.org/W4200520905","https://openalex.org/W4205236169","https://openalex.org/W4238531044","https://openalex.org/W4240865464","https://openalex.org/W4244372507","https://openalex.org/W4254609273","https://openalex.org/W4308731133","https://openalex.org/W4308916273","https://openalex.org/W4388040405","https://openalex.org/W4388195174","https://openalex.org/W4392309884","https://openalex.org/W4393305455","https://openalex.org/W4409285500","https://openalex.org/W4409306182"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2005635288","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966"],"abstract_inverted_index":{"Design":[0],"Space":[1],"Exploration":[2],"(DSE)":[3],"aims":[4],"at":[5],"identifying":[6,195,219],"Pareto":[7,197],"optimal":[8,198,220],"synthesis":[9],"configurations.":[10],"Previous":[11],"works":[12],"require":[13],"microarchitecture":[14,115],"samples":[15,52,140,147],"with":[16,141,172,180],"key":[17],"labels,":[18],"including":[19],"power":[20,73,154,185],"and":[21,53,116,155,163,186,222],"clock":[22,156,187],"cycles,":[23],"to":[24,47,122,182,232],"train":[25],"their":[26,71],"models.":[27],"However,":[28],"as":[29,150,161],"the":[30,36,40,48,99,103,110,113,124,128,137,164,184,192,196,202,205,224,233],"chip":[31],"design":[32,41,199],"space":[33,42],"expands":[34],"rapidly,":[35],"cost":[37],"of":[38,51,102,112,127,145,189,218],"sampling":[39,133],"has":[43],"significantly":[44],"increased,":[45],"due":[46],"growing":[49],"number":[50],"time-consuming":[54],"Very":[55],"Large":[56,65],"Scale":[57],"Integration":[58],"(VLSI)":[59],"implementation":[60],"flow.":[61],"Recent":[62],"advancements":[63],"in":[64,74,177],"Language":[66],"Models":[67],"(LLMs)":[68],"have":[69],"demonstrated":[70],"remarkable":[72],"zero-shot":[75,91],"learning":[76],"tasks,":[77],"presenting":[78],"an":[79],"innovative":[80],"strategy":[81],"for":[82,93,204],"accomplishing":[83],"DSE.":[84],"Hence,":[85],"this":[86,107],"article":[87],"presents":[88],"ChatDSE,":[89],"a":[90,118,131,151,178],"framework":[92,108],"DSE":[94,203,235],"that":[95,214],"is":[96,148,216],"powered":[97],"by":[98,170,227],"advanced":[100],"capabilities":[101],"LLM":[104],"GPT4.0.":[105,173],"Firstly,":[106],"analyzes":[109],"nature":[111],"target":[114],"generates":[117],"corresponding":[119],"system":[120],"context":[121],"provide":[123],"prior":[125],"knowledge":[126],"microarchitecture.":[129],"Secondly,":[130],"proposed":[132],"algorithm,":[134],"PriorDC,":[135],"identifies":[136],"most":[138],"representative":[139],"pseudo":[142],"labels.":[143],"One":[144],"these":[146],"chosen":[149],"baseline,":[152],"whose":[153],"cycles":[157,188],"labels":[158,167],"are":[159,168],"set":[160],"1,":[162],"remaining":[165],"sample":[166],"obtained":[169],"chatting":[171],"Finally,":[174],"ChatDSE":[175,215],"engages":[176],"dialogue":[179],"GPT4.0":[181],"estimate":[183],"designs":[190,221],"within":[191],"space,":[193],"ultimately":[194],"set.":[200],"In":[201],"RISC-V":[206],"Berkeley":[207],"Out-of-Order":[208],"Machine":[209],"(BOOM),":[210],"experimental":[211],"results":[212],"show":[213],"capable":[217],"accelerates":[223],"exploration":[225],"process":[226],"574":[228],"times":[229],"when":[230],"compared":[231],"state-of-the-art":[234],"methodologies.":[236]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
