{"id":"https://openalex.org/W4402543609","doi":"https://doi.org/10.1145/3695872","title":"Towards High Performance QNNs via Distribution-Based CNOT Gate Reduction","display_name":"Towards High Performance QNNs via Distribution-Based CNOT Gate Reduction","publication_year":2024,"publication_date":"2024-09-14","ids":{"openalex":"https://openalex.org/W4402543609","doi":"https://doi.org/10.1145/3695872"},"language":"en","primary_location":{"id":"doi:10.1145/3695872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3695872","pdf_url":null,"source":{"id":"https://openalex.org/S26056741","display_name":"ACM Transactions on Architecture and Code Optimization","issn_l":"1544-3566","issn":["1544-3566","1544-3973"],"is_oa":true,"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 Architecture and Code Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1145/3695872","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015111960","display_name":"Manojna Sistla","orcid":"https://orcid.org/0009-0006-4626-250X"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manojna Sistla","raw_affiliation_strings":["Electrical and Computer Engineering, University of Houston, Houston, United States"],"raw_orcid":"https://orcid.org/0009-0006-4626-250X","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Houston, Houston, United States","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101677603","display_name":"Yiding Liu","orcid":"https://orcid.org/0000-0002-1520-1441"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiding Liu","raw_affiliation_strings":["Electrical and Computer Engineering, University of Houston, Houston, United States"],"raw_orcid":"https://orcid.org/0000-0002-1520-1441","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Houston, Houston, United States","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016298390","display_name":"Xin Fu","orcid":"https://orcid.org/0000-0002-9458-4769"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Fu","raw_affiliation_strings":["Electrical and Computer Engineering, University of Houston, Houston, United States"],"raw_orcid":"https://orcid.org/0000-0002-9458-4769","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Houston, Houston, United States","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I44461941"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17770673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"4","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9998000264167786,"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/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9998000264167786,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9993000030517578,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9991000294685364,"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/computer-science","display_name":"Computer science","score":0.7396388053894043},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5632022619247437},{"id":"https://openalex.org/keywords/controlled-not-gate","display_name":"Controlled NOT gate","score":0.49079641699790955},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36367470026016235},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.15294378995895386},{"id":"https://openalex.org/keywords/quantum-gate","display_name":"Quantum gate","score":0.11976414918899536},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11947354674339294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09322008490562439}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7396388053894043},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5632022619247437},{"id":"https://openalex.org/C182953411","wikidata":"https://www.wikidata.org/wiki/Q917713","display_name":"Controlled NOT gate","level":5,"score":0.49079641699790955},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36367470026016235},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.15294378995895386},{"id":"https://openalex.org/C58849907","wikidata":"https://www.wikidata.org/wiki/Q2118982","display_name":"Quantum gate","level":4,"score":0.11976414918899536},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11947354674339294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09322008490562439},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3695872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3695872","pdf_url":null,"source":{"id":"https://openalex.org/S26056741","display_name":"ACM Transactions on Architecture and Code Optimization","issn_l":"1544-3566","issn":["1544-3566","1544-3973"],"is_oa":true,"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 Architecture and Code Optimization","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3695872","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3695872","pdf_url":null,"source":{"id":"https://openalex.org/S26056741","display_name":"ACM Transactions on Architecture and Code Optimization","issn_l":"1544-3566","issn":["1544-3566","1544-3973"],"is_oa":true,"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 Architecture and Code Optimization","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1576278180","https://openalex.org/W1955857676","https://openalex.org/W1983727080","https://openalex.org/W1988369744","https://openalex.org/W2030867075","https://openalex.org/W2137147061","https://openalex.org/W2322411027","https://openalex.org/W2341702711","https://openalex.org/W2559394418","https://openalex.org/W2750384547","https://openalex.org/W2760965790","https://openalex.org/W2781738013","https://openalex.org/W2794444783","https://openalex.org/W2889938786","https://openalex.org/W2906538035","https://openalex.org/W2945680873","https://openalex.org/W2947849003","https://openalex.org/W2982169647","https://openalex.org/W3007475506","https://openalex.org/W3016555448","https://openalex.org/W3036315581","https://openalex.org/W3041333143","https://openalex.org/W3045505078","https://openalex.org/W3092829287","https://openalex.org/W3094536227","https://openalex.org/W3100931082","https://openalex.org/W3101427288","https://openalex.org/W3105677655","https://openalex.org/W3111162498","https://openalex.org/W3130011271","https://openalex.org/W3132743969","https://openalex.org/W3136876814","https://openalex.org/W3139047592","https://openalex.org/W3173713405","https://openalex.org/W3186461170","https://openalex.org/W3199869602","https://openalex.org/W3200535847","https://openalex.org/W3201056462","https://openalex.org/W3201525770","https://openalex.org/W3206420287","https://openalex.org/W3209612530","https://openalex.org/W4205350539","https://openalex.org/W4213153339","https://openalex.org/W4214556944","https://openalex.org/W4280527226","https://openalex.org/W4281287768","https://openalex.org/W4287262342","https://openalex.org/W4293025139","https://openalex.org/W4312121133","https://openalex.org/W4312936103","https://openalex.org/W4318541624","https://openalex.org/W4321636657","https://openalex.org/W4393159551","https://openalex.org/W4394672652"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3022132827","https://openalex.org/W2363059504","https://openalex.org/W1988131941","https://openalex.org/W55408329","https://openalex.org/W2001677188","https://openalex.org/W4377246717","https://openalex.org/W2262058355","https://openalex.org/W2950868378"],"abstract_inverted_index":{"Quantum":[0],"Neural":[1],"Networks":[2],"(QNNs)":[3],"are":[4,60,74],"one":[5],"of":[6,38,102,112,121,132,142],"the":[7,34,39,64,80,100,103,110,119,122],"most":[8],"promising":[9],"applications":[10],"that":[11,24,57,95],"can":[12,96],"be":[13,97],"implemented":[14],"on":[15],"NISQ-era":[16],"quantum":[17,70],"computers.":[18],"In":[19],"this":[20,52,125],"study,":[21],"we":[22,55,127],"observe":[23],"QNNs":[25,116],"often":[26],"suffer":[27],"from":[28],"gate":[29],"redundancy,":[30],"which":[31],"hugely":[32],"declines":[33],"performance":[35],"and":[36,67,72],"accuracy":[37,120],"network.":[40,123],"Even":[41],"state-of-the-art":[42],"architecture":[43],"search":[44],"techniques":[45],"like":[46],"QuantumNAS":[47],"do":[48],"not":[49],"completely":[50],"alleviate":[51],"problem.":[53],"Especially,":[54],"find":[56],"CNOT":[58,77,113],"gates":[59,78,114],"major":[61],"contributors":[62],"to":[63,86],"execution":[65,136],"delay":[66],"noise":[68],"in":[69,79,115,135],"circuits,":[71],"there":[73],"many":[75],"redundant":[76],"QNN":[81],"post-training.":[82],"This":[83],"motivates":[84],"us":[85],"propose":[87],"a":[88,140],"novel":[89],"distribution-based":[90],"greedy-search":[91],"circuit":[92],"optimization":[93],"technique":[94,107],"employed":[98],"after":[99],"completion":[101],"training":[104],"process.":[105],"Our":[106],"significantly":[108],"reduces":[109],"number":[111],"without":[117],"affecting":[118],"With":[124],"technique,":[126],"have":[128],"achieved":[129],"an":[130],"average":[131],"3\u00d7":[133],"improvement":[134],"time":[137],"while":[138],"reaching":[139],"maximum":[141],"12.4\u00d7":[143],"improvement.":[144]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
