{"id":"https://openalex.org/W4414359720","doi":"https://doi.org/10.24963/ijcai.2025/680","title":"Optimizing Parameters of Quantum Circuits with Sparsity-Inducing Coordinate Descent","display_name":"Optimizing Parameters of Quantum Circuits with Sparsity-Inducing Coordinate Descent","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414359720","doi":"https://doi.org/10.24963/ijcai.2025/680"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/680","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/680","pdf_url":"https://www.ijcai.org/proceedings/2025/0680.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2025/0680.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028489255","display_name":"Rudy Raymond","orcid":"https://orcid.org/0000-0003-1005-6705"},"institutions":[{"id":"https://openalex.org/I1305429384","display_name":"JPMorgan Chase & Co (United States)","ror":"https://ror.org/01x3kkr08","country_code":"US","type":"company","lineage":["https://openalex.org/I1305429384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rudy Raymond","raw_affiliation_strings":["JPMorganChase & Co"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JPMorganChase & Co","institution_ids":["https://openalex.org/I1305429384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042541456","display_name":"Zichang He","orcid":"https://orcid.org/0000-0002-1723-6568"},"institutions":[{"id":"https://openalex.org/I1305429384","display_name":"JPMorgan Chase & Co (United States)","ror":"https://ror.org/01x3kkr08","country_code":"US","type":"company","lineage":["https://openalex.org/I1305429384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zichang He","raw_affiliation_strings":["JPMorganChase & Co"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JPMorganChase & Co","institution_ids":["https://openalex.org/I1305429384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1305429384"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21118552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6111","last_page":"6119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.994700014591217,"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"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.994700014591217,"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"}},{"id":"https://openalex.org/T10382","display_name":"Quantum and electron transport phenomena","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"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":0.9598000049591064,"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/quantum","display_name":"Quantum","score":0.7069000005722046},{"id":"https://openalex.org/keywords/quantum-circuit","display_name":"Quantum circuit","score":0.6930000185966492},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.6492000222206116},{"id":"https://openalex.org/keywords/quantum-algorithm","display_name":"Quantum algorithm","score":0.5683000087738037},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.5615000128746033},{"id":"https://openalex.org/keywords/quantum-gate","display_name":"Quantum gate","score":0.5105000138282776},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.428600013256073},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42149999737739563},{"id":"https://openalex.org/keywords/quantum-phase-estimation-algorithm","display_name":"Quantum phase estimation algorithm","score":0.41370001435279846}],"concepts":[{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.7069000005722046},{"id":"https://openalex.org/C124148022","wikidata":"https://www.wikidata.org/wiki/Q2122210","display_name":"Quantum circuit","level":5,"score":0.6930000185966492},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.6492000222206116},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.5683000087738037},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.5615000128746033},{"id":"https://openalex.org/C58849907","wikidata":"https://www.wikidata.org/wiki/Q2118982","display_name":"Quantum gate","level":4,"score":0.5105000138282776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.510200023651123},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45339998602867126},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.428600013256073},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42149999737739563},{"id":"https://openalex.org/C192122513","wikidata":"https://www.wikidata.org/wiki/Q2835770","display_name":"Quantum phase estimation algorithm","level":5,"score":0.41370001435279846},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.39739999175071716},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.3813999891281128},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3743000030517578},{"id":"https://openalex.org/C51003876","wikidata":"https://www.wikidata.org/wiki/Q1536431","display_name":"Quantum error correction","level":4,"score":0.36660000681877136},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3499000072479248},{"id":"https://openalex.org/C2778926657","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum system","level":3,"score":0.32440000772476196},{"id":"https://openalex.org/C11255438","wikidata":"https://www.wikidata.org/wiki/Q7269085","display_name":"Quantum process","level":4,"score":0.2770000100135803},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C59500034","wikidata":"https://www.wikidata.org/wiki/Q1464944","display_name":"Quantum Fourier transform","level":5,"score":0.275299996137619},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.27390000224113464},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C187455244","wikidata":"https://www.wikidata.org/wiki/Q942353","display_name":"Boolean function","level":2,"score":0.2547000050544739},{"id":"https://openalex.org/C15706264","wikidata":"https://www.wikidata.org/wiki/Q230883","display_name":"Quantum state","level":3,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2025/680","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/680","pdf_url":"https://www.ijcai.org/proceedings/2025/0680.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2025/680","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/680","pdf_url":"https://www.ijcai.org/proceedings/2025/0680.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414359720.pdf","grobid_xml":"https://content.openalex.org/works/W4414359720.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Parameterized":[0],"Quantum":[1],"Circuit":[2],"(PQC)":[3],"is":[4,31],"a":[5,27,32,55,70],"family":[6],"of":[7,13,47,69,79,84,92,109,117,131,136],"structured":[8],"quantum":[9,14,37,93,119],"circuits":[10],"that":[11,60],"consists":[12],"gates":[15],"whose":[16],"parameters":[17,68],"are":[18,111],"optimized":[19],"with":[20],"classical":[21],"computers.":[22],"With":[23],"the":[24,44,77,90,97,100,129],"quest":[25],"for":[26,72],"potential":[28],"speedup,":[29],"there":[30],"need":[33],"to":[34,66,103,114,133],"run":[35],"larger":[36],"circuits,":[38],"which":[39,110],"in":[40,43,89,99],"turn":[41],"results":[42],"arduous":[45],"task":[46],"parameter":[48],"optimization.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53],"propose":[54],"generic":[56],"method,":[57],"called":[58],"Rotolasso,":[59],"utilizes":[61],"sparsity-inducing":[62],"coordinate":[63],"descent":[64],"(CD)":[65],"optimize":[67],"PQC":[71],"balancing":[73],"its":[74],"accuracy":[75],"and":[76,96,105,125],"number":[78,91],"parameterized":[80],"gates.":[81],"The":[82],"use":[83],"CD":[85],"allows":[86],"significant":[87],"reduction":[88],"circuit":[94],"runs,":[95],"sparsity":[98],"model":[101],"leads":[102],"simpler":[104],"faster":[106],"PQCs,":[107],"both":[108],"important":[112],"ingredients":[113],"overcome":[115],"limitations":[116],"near-term":[118],"devices.":[120],"We":[121],"provide":[122],"theoretical":[123],"analyses":[124],"demonstrate":[126],"experiments":[127],"showing":[128],"effectiveness":[130],"Rotolasso":[132],"solve":[134],"instances":[135],"combinatorial":[137],"optimization":[138],"problems.":[139]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
