{"id":"https://openalex.org/W4411726547","doi":"https://doi.org/10.1109/iscas56072.2025.11044311","title":"HybridFlow-DNA: A Deep Generative Compression Framework for DNA Storage of Images","display_name":"HybridFlow-DNA: A Deep Generative Compression Framework for DNA Storage of Images","publication_year":2025,"publication_date":"2025-05-25","ids":{"openalex":"https://openalex.org/W4411726547","doi":"https://doi.org/10.1109/iscas56072.2025.11044311"},"language":"en","primary_location":{"id":"doi:10.1109/iscas56072.2025.11044311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11044311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5016118395","display_name":"Cihan Ruan","orcid":null},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihan Ruan","raw_affiliation_strings":["Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101390868","display_name":"Rongduo Han","orcid":"https://orcid.org/0009-0007-5157-4660"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rongduo Han","raw_affiliation_strings":["Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090473298","display_name":"Shan Gao","orcid":"https://orcid.org/0000-0003-1066-0531"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Gao","raw_affiliation_strings":["Nankai University,College of Life Sciences,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University,College of Life Sciences,Tianjin,China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101718370","display_name":"Lei L\u00fc","orcid":"https://orcid.org/0000-0002-0482-8994"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Lu","raw_affiliation_strings":["Northeastern University,Electrical and Computer Engineering,MA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University,Electrical and Computer Engineering,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101417078","display_name":"Wei Jiang","orcid":"https://orcid.org/0000-0001-9169-1924"},"institutions":[{"id":"https://openalex.org/I4210146936","display_name":"Huawei Technologies (United States)","ror":"https://ror.org/03jyqk712","country_code":"US","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210146936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Jiang","raw_affiliation_strings":["Futurewei Technologies Inc.,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Futurewei Technologies Inc.,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I4210146936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391700","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-6853-7785"},"institutions":[{"id":"https://openalex.org/I4210146936","display_name":"Huawei Technologies (United States)","ror":"https://ror.org/03jyqk712","country_code":"US","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210146936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Futurewei Technologies Inc.,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Futurewei Technologies Inc.,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I4210146936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100820372","display_name":"Haoyu Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoyu Wu","raw_affiliation_strings":["Roku, Inc.,San Jose,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Roku, Inc.,San Jose,CA,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018686979","display_name":"Nam Ling","orcid":"https://orcid.org/0000-0002-5741-7937"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nam Ling","raw_affiliation_strings":["Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I16269868"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9818999767303467,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9818999767303467,"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/T12029","display_name":"DNA and Biological Computing","score":0.9613999724388123,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9562000036239624,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6220661401748657},{"id":"https://openalex.org/keywords/dna","display_name":"DNA","score":0.5089671611785889},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4871680438518524},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.46893835067749023},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.42662763595581055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3764052987098694},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1169126033782959},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11550551652908325},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09775474667549133},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.06460332870483398}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220661401748657},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.5089671611785889},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4871680438518524},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.46893835067749023},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.42662763595581055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3764052987098694},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1169126033782959},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11550551652908325},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09775474667549133},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.06460332870483398}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas56072.2025.11044311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11044311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2025383314","https://openalex.org/W2140196014","https://openalex.org/W2162980030","https://openalex.org/W2302781903","https://openalex.org/W2592122940","https://openalex.org/W3015216241","https://openalex.org/W3168524621","https://openalex.org/W3180355996","https://openalex.org/W3202918664","https://openalex.org/W4205333919","https://openalex.org/W4384947598","https://openalex.org/W4385079950","https://openalex.org/W4387325116","https://openalex.org/W4388543838","https://openalex.org/W4391307022","https://openalex.org/W4392622461","https://openalex.org/W4400233761","https://openalex.org/W4403791496"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W2612632602","https://openalex.org/W2321805087"],"abstract_inverted_index":{"DNA":[0,30,62,79],"storage":[1,15,31],"has":[2,32],"emerged":[3],"as":[4],"a":[5,56,89],"promising":[6],"solution":[7],"to":[8],"address":[9],"the":[10,41,76,97,100],"exponentially":[11],"growing":[12],"demand":[13],"for":[14,29,61],"capacity,":[16],"offering":[17],"advantages":[18],"in":[19],"density,":[20],"stability,":[21],"and":[22,73],"long-term":[23],"preservation":[24],"potential.":[25],"Currently,":[26],"image":[27,36,58],"compression":[28,37,59],"evolved":[33],"into":[34],"learned":[35],"(LIC),":[38],"particularly":[39],"through":[40],"application":[42],"of":[43,71,99,102],"deep":[44],"learning":[45],"methods":[46],"based":[47],"on":[48],"artificial":[49],"neural":[50],"networks.":[51],"The":[52],"present":[53],"study":[54],"proposes":[55],"novel":[57],"framework":[60],"Storage,":[63],"named":[64],"HybridFlow-DNA.":[65],"HybridFlow-DNA":[66,87],"is":[67],"established":[68],"by":[69],"integration":[70],"VQGAN":[72],"MLIC":[74],"with":[75],"adaptive":[77],"dynamic":[78],"fountain":[80],"encoding":[81],"scheme.":[82],"Experimental":[83],"results":[84],"demonstrate":[85],"that":[86],"achieves":[88],"high":[90],"virtual":[91],"information":[92],"capacity":[93],"while":[94],"effectively":[95],"maintaining":[96],"fidelity":[98],"reconstruction":[101],"images.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
