{"id":"https://openalex.org/W4404031094","doi":"https://doi.org/10.1109/icccnt61001.2024.10725839","title":"Quantum Machine Learning Compiler for Hybrid Quantum-Classical Models","display_name":"Quantum Machine Learning Compiler for Hybrid Quantum-Classical Models","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031094","doi":"https://doi.org/10.1109/icccnt61001.2024.10725839"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5073620673","display_name":"S Srinidhi","orcid":"https://orcid.org/0000-0001-8187-5818"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srivageesh K Srinidhi","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109395327","display_name":"K S Vishal","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K S Vishal","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106529638","display_name":"U Someswara Shashank","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"U Someswara Shashank","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009873216","display_name":"Meena Belwal","orcid":"https://orcid.org/0000-0002-9141-6815"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Meena Belwal","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":1.0668,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79880832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9980999827384949,"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":0.9980999827384949,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9793000221252441,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9592000246047974,"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":0.7374367117881775},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.675101637840271},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5856497287750244},{"id":"https://openalex.org/keywords/quantum-machine-learning","display_name":"Quantum machine learning","score":0.49130573868751526},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.3615514039993286},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3291562795639038},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19462895393371582},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.18947216868400574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7374367117881775},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.675101637840271},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5856497287750244},{"id":"https://openalex.org/C2779094486","wikidata":"https://www.wikidata.org/wiki/Q18811578","display_name":"Quantum machine learning","level":4,"score":0.49130573868751526},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.3615514039993286},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3291562795639038},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19462895393371582},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.18947216868400574}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1990514347","https://openalex.org/W2161685427","https://openalex.org/W2257937122","https://openalex.org/W2559394418","https://openalex.org/W2755255888","https://openalex.org/W2755920271","https://openalex.org/W2766183519","https://openalex.org/W2781738013","https://openalex.org/W2790388700","https://openalex.org/W2798434869","https://openalex.org/W3034847383","https://openalex.org/W3046758353","https://openalex.org/W3082811184","https://openalex.org/W3112944316","https://openalex.org/W4210507795","https://openalex.org/W4316813348","https://openalex.org/W4361984985","https://openalex.org/W4386763898","https://openalex.org/W4388937706","https://openalex.org/W4389428803","https://openalex.org/W4395051522","https://openalex.org/W6607635959","https://openalex.org/W6637926175","https://openalex.org/W6748683284","https://openalex.org/W6803961743"],"related_works":["https://openalex.org/W1713081424","https://openalex.org/W2127315869","https://openalex.org/W1523769955","https://openalex.org/W2245390655","https://openalex.org/W4379536100","https://openalex.org/W2944417983","https://openalex.org/W4362682022","https://openalex.org/W4388703658","https://openalex.org/W3132418032","https://openalex.org/W4385662062"],"abstract_inverted_index":{"The":[0,17],"proposed":[1,91],"work":[2,92],"aims":[3],"at":[4],"designing":[5],"a":[6,45,137],"composite":[7],"classical-quantum":[8],"machine":[9,35],"learning":[10,36],"architecture":[11,101],"for":[12],"binary":[13],"classification":[14],"using":[15,122],"VQCs.":[16],"goal":[18],"is":[19,39,120],"to":[20,27,54,84,128],"use":[21],"the":[22,31,42,50,79,97,123,130,133,142],"power":[23],"of":[24,33,44,81,96,104,110,118,132,141,146,149],"quantum":[25,52,56,82,99],"computing":[26],"enhance":[28,85],"and":[29,88,102,108,113,144],"improve":[30],"efficiency":[32],"classical":[34,114],"techniques.":[37],"This":[38],"done":[40,121],"through":[41],"development":[43,103],"customized":[46],"compiler":[47,107],"that":[48,58],"maps":[49],"high-level":[51],"code":[53],"specific":[55],"circuits":[57],"are":[59],"then":[60],"incorporated":[61],"with":[62,136],"conventional":[63],"Neural":[64],"Networks":[65],"into":[66],"what":[67],"can":[68],"be":[69],"termed":[70],"as":[71],"Quantum":[72],"Machine":[73],"Learning":[74],"(QML)":[75],"model.":[76],"Goaded":[77],"by":[78],"likelihood":[80],"computation":[83],"computational":[86],"precision":[87],"speed,":[89],"this":[90,105,147],"presents":[93],"an":[94],"outline":[95],"theoretical":[98],"circuits,":[100],"special":[106],"linking":[109],"both":[111],"atomic":[112],"models.":[115],"A":[116],"proof":[117],"concept":[119],"Breast":[124],"Cancer":[125],"Wisconsin":[126],"dataset":[127],"compare":[129],"capabilities":[131],"suggested":[134],"model":[135],"more":[138],"profound":[139],"understanding":[140],"strengths":[143],"weaknesses":[145],"type":[148],"hybrid":[150],"strategy.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}