{"id":"https://openalex.org/W4386764031","doi":"https://doi.org/10.1109/dac56929.2023.10247725","title":"FIONA: Fine-grained Incoherent Optical DNN Accelerator Search for Superior Efficiency and Robustness","display_name":"FIONA: Fine-grained Incoherent Optical DNN Accelerator Search for Superior Efficiency and Robustness","publication_year":2023,"publication_date":"2023-07-09","ids":{"openalex":"https://openalex.org/W4386764031","doi":"https://doi.org/10.1109/dac56929.2023.10247725"},"language":"en","primary_location":{"id":"doi:10.1109/dac56929.2023.10247725","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dac56929.2023.10247725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 60th ACM/IEEE Design Automation Conference (DAC)","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/A5079226021","display_name":"Mengquan Li","orcid":"https://orcid.org/0000-0002-9385-734X"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengquan Li","raw_affiliation_strings":["Hunan University,School of Computer Science and Electronic Engineering,CN","School of Computer Science and Electronic Engineering, Hunan University, CN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University,School of Computer Science and Electronic Engineering,CN","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I24407930"]},{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, Hunan University, CN","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078793726","display_name":"Kenli Li","orcid":"https://orcid.org/0000-0002-2635-7716"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["Hunan University,School of Computer Science and Electronic Engineering,CN","School of Computer Science and Electronic Engineering, Hunan University, CN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University,School of Computer Science and Electronic Engineering,CN","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I24407930"]},{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, Hunan University, CN","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022559254","display_name":"Mingfeng Lan","orcid":"https://orcid.org/0009-0008-7877-9794"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingfeng Lan","raw_affiliation_strings":["Hunan University,School of Computer Science and Electronic Engineering,CN","School of Computer Science and Electronic Engineering, Hunan University, CN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University,School of Computer Science and Electronic Engineering,CN","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I24407930"]},{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, Hunan University, CN","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101833215","display_name":"Jie Xiong","orcid":"https://orcid.org/0000-0002-3923-6315"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xiong","raw_affiliation_strings":["Hunan University,School of Computer Science and Electronic Engineering,CN","School of Computer Science and Electronic Engineering, Hunan University, CN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University,School of Computer Science and Electronic Engineering,CN","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I24407930"]},{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, Hunan University, CN","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008574161","display_name":"Zhuo Tang","orcid":"https://orcid.org/0000-0001-9081-8153"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Tang","raw_affiliation_strings":["Hunan University,School of Computer Science and Electronic Engineering,CN","School of Computer Science and Electronic Engineering, Hunan University, CN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University,School of Computer Science and Electronic Engineering,CN","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I24407930"]},{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, Hunan University, CN","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038598144","display_name":"Weichen Liu","orcid":"https://orcid.org/0000-0001-9348-4662"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weichen Liu","raw_affiliation_strings":["Nanyang Technological University,School of Computer Science and Engineering,SG","School of Computer Science and Engineering, Nanyang Technological University, SG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Computer Science and Engineering,SG","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, SG","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998000264167786,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9998000264167786,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9987999796867371,"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/T10988","display_name":"Advanced Fiber Laser Technologies","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8775522708892822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7022892236709595},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6392756700515747},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5021576881408691},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.42832961678504944},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.4235081076622009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3695312440395355},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1233392059803009},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11577171087265015}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8775522708892822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7022892236709595},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6392756700515747},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5021576881408691},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.42832961678504944},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.4235081076622009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3695312440395355},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1233392059803009},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11577171087265015},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dac56929.2023.10247725","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dac56929.2023.10247725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 60th ACM/IEEE Design Automation Conference (DAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2051706700","https://openalex.org/W2070990432","https://openalex.org/W2135296375","https://openalex.org/W2513981790","https://openalex.org/W2624745627","https://openalex.org/W2729610940","https://openalex.org/W2945546236","https://openalex.org/W3016633211","https://openalex.org/W3024621361","https://openalex.org/W3025805175","https://openalex.org/W3043495022","https://openalex.org/W3147132987","https://openalex.org/W3183625295","https://openalex.org/W3185227044","https://openalex.org/W3187588258","https://openalex.org/W3195194131","https://openalex.org/W3213945219","https://openalex.org/W4206037560","https://openalex.org/W4210305137","https://openalex.org/W4280564961","https://openalex.org/W6778140508","https://openalex.org/W6805924722"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W4235240664","https://openalex.org/W2965083567","https://openalex.org/W2565094479","https://openalex.org/W1838576100","https://openalex.org/W2390829436","https://openalex.org/W2095886385","https://openalex.org/W1989791859","https://openalex.org/W2154044472","https://openalex.org/W4210772589"],"abstract_inverted_index":{"Incoherent":[0,81],"optical":[1],"DNN":[2,83,102],"accelerators":[3],"(OAs)":[4],"are":[5,38],"booming":[6],"thanks":[7],"to":[8,116],"unparalleled":[9],"performance-per-watt":[10],"and":[11,30,48,91,106],"excellent":[12],"scalability.":[13],"To":[14,69],"boost":[15],"their":[16],"innovative":[17],"development,":[18],"a":[19,67,76],"recent":[20],"work":[21],"revolutionarily":[22],"proposed":[23],"automatic":[24],"OA":[25,62],"search.":[26],"However,":[27],"the":[28,31,35,42,110],"robustness":[29],"acceleration":[32,89,118],"performance":[33],"of":[34,44,112],"generated":[36],"OAs":[37,57,99],"below":[39],"expectation,":[40],"because":[41],"impacts":[43],"inter-tile":[45],"data":[46],"transfer":[47],"fabrication":[49],"process":[50],"&":[51],"thermal":[52],"variations":[53],"(i.e.,":[54],"PTVs)":[55],"on":[56,100,122],"were":[58],"ignored.":[59],"Both":[60],"hinder":[61],"design":[63],"automation":[64],"from":[65],"being":[66],"reality.":[68],"resolve":[70],"theses":[71],"challenges,":[72],"we":[73],"develop":[74],"FIONA,":[75,113],"novel":[77],"framework":[78],"for":[79],"Fine-grained":[80],"Optical":[82],"Accelerator":[84],"search":[85],"towards":[86],"both":[87],"superior":[88],"efficiency":[90,119],"inference":[92],"robustness.":[93,124],"Compared":[94],"against":[95],"5":[96],"state-of-the-art":[97],"incoherent":[98],"9":[101],"benchmarks,":[103],"extensive":[104],"experiments":[105],"ablation":[107],"studies":[108],"validate":[109],"effectiveness":[111],"achieving":[114],"up":[115],"198.01\u00d7":[117],"improvement":[120],"based":[121],"guaranteed":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}