{"id":"https://openalex.org/W3209297949","doi":"https://doi.org/10.14778/3484224.3484226","title":"MP-RW-LSH","display_name":"MP-RW-LSH","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3209297949","doi":"https://doi.org/10.14778/3484224.3484226","mag":"3209297949"},"language":"en","primary_location":{"id":"doi:10.14778/3484224.3484226","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3484224.3484226","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"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":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","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/A5012792241","display_name":"Huayi Wang","orcid":"https://orcid.org/0000-0001-6274-3844"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huayi Wang","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013337954","display_name":"Jingfan Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingfan Meng","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110720906","display_name":"Long Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Long Gong","raw_affiliation_strings":["Facebook"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook","institution_ids":["https://openalex.org/I2252078561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025728584","display_name":"Jun Xu","orcid":"https://orcid.org/0000-0002-0046-8119"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Xu","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019383096","display_name":"Mitsunori Ogihara","orcid":"https://orcid.org/0000-0002-5690-7854"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mitsunori Ogihara","raw_affiliation_strings":["University of Miami"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Miami","institution_ids":["https://openalex.org/I145608581"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0942,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.40170018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"14","issue":"13","first_page":"3267","last_page":"3280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.9836000204086304,"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/hash-function","display_name":"Hash function","score":0.6983981132507324},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.6876670718193054},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6749792695045471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6307299733161926},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.5864356756210327},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.5640937685966492},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43061214685440063},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4025840759277344},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33987343311309814},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12552040815353394}],"concepts":[{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.6983981132507324},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.6876670718193054},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6749792695045471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6307299733161926},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.5864356756210327},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.5640937685966492},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43061214685440063},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4025840759277344},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33987343311309814},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12552040815353394},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3484224.3484226","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3484224.3484226","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"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":"Proceedings of the VLDB Endowment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W602946569","https://openalex.org/W1913628733","https://openalex.org/W1970647353","https://openalex.org/W2080745194","https://openalex.org/W2086504823","https://openalex.org/W2088171019","https://openalex.org/W2099253838","https://openalex.org/W2109034006","https://openalex.org/W2114353347","https://openalex.org/W2116867711","https://openalex.org/W2117228865","https://openalex.org/W2118123209","https://openalex.org/W2118410043","https://openalex.org/W2120058970","https://openalex.org/W2121516976","https://openalex.org/W2143183660","https://openalex.org/W2143668817","https://openalex.org/W2144265691","https://openalex.org/W2147717514","https://openalex.org/W2148029272","https://openalex.org/W2155502235","https://openalex.org/W2156855109","https://openalex.org/W2162006472","https://openalex.org/W2163964823","https://openalex.org/W2165558283","https://openalex.org/W2169606435","https://openalex.org/W2246250864","https://openalex.org/W2441967103","https://openalex.org/W2585199909","https://openalex.org/W2729309190","https://openalex.org/W2763314014","https://openalex.org/W2798726120","https://openalex.org/W2963265099","https://openalex.org/W2963284996","https://openalex.org/W3007299504","https://openalex.org/W3027211216","https://openalex.org/W3029532864","https://openalex.org/W3037277842","https://openalex.org/W3100202075","https://openalex.org/W4256561748"],"related_works":["https://openalex.org/W2000601968","https://openalex.org/W2135779989","https://openalex.org/W1835589799","https://openalex.org/W2144265691","https://openalex.org/W144856782","https://openalex.org/W2033383639","https://openalex.org/W2754607325","https://openalex.org/W3108918257","https://openalex.org/W2080135560","https://openalex.org/W3016124764"],"abstract_inverted_index":{"Approximate":[0],"Nearest":[1],"Neighbor":[2],"Search":[3],"(ANNS)":[4],"is":[5,22,39,145],"a":[6,45,49,56,64,73,88,117,134,154,168],"fundamental":[7],"algorithmic":[8],"problem,":[9],"with":[10],"numerous":[11],"applications":[12],"in":[13,48,87,108],"many":[14,36],"areas":[15],"of":[16,24,35,59,180],"computer":[17],"science.":[18],"Locality-Sensitive":[19],"Hashing":[20],"(LSH)":[21],"one":[23],"the":[25,97,162,178,181],"most":[26],"popular":[27],"solution":[28,105,139,175],"approaches":[29],"for":[30,149,172],"ANNS.":[31],"A":[32],"common":[33],"shortcoming":[34],"LSH":[37,104,143],"schemes":[38],"that":[40,114,176],"since":[41],"they":[42,52],"probe":[43],"only":[44,102],"single":[46],"bucket":[47],"hash":[50,60,89],"table,":[51],"need":[53],"to":[54,62,78,106],"use":[55,155],"large":[57],"number":[58],"tables":[61],"achieve":[63],"high":[65],"query":[66,123],"accuracy.":[67],"For":[68],"ANNS-":[69],"L":[70,109,165],"2":[71],",":[72],"multi-probe":[74,103,150],"scheme":[75],"was":[76],"proposed":[77],"overcome":[79],"this":[80,92],"drawback":[81],"by":[82],"strategically":[83],"probing":[84],"multiple":[85],"buckets":[86],"table.":[90],"In":[91],"work,":[93],"we":[94,157],"propose":[95],"MP-RW-LSH,":[96],"first":[98],"and":[99,112,122],"so":[100],"far":[101],"ANNS":[107,136],"1":[110,138,166],"distance,":[111],"show":[113],"it":[115],"achieves":[116],"better":[118],"tradeoff":[119],"between":[120],"scalability":[121],"efficiency":[124],"than":[125],"all":[126],"existing":[127],"LSH-based":[128],"solutions.":[129],"We":[130],"also":[131],"explain":[132],"why":[133],"state-of-the-art":[135],"-L":[137],"called":[140],"Cauchy":[141],"projection":[142],"(CP-LSH)":[144],"fundamentally":[146],"not":[147],"suitable":[148],"extension.":[151],"Finally,":[152],"as":[153,161],"case,":[156],"construct,":[158],"using":[159],"MP-RW-LSH":[160],"underlying":[163],"\"ANNS-":[164],"engine\",":[167],"new":[169],"ANNS-E":[170],"(E":[171],"edit":[173],"distance)":[174],"beats":[177],"state":[179],"art.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-11-08T00:00:00"}
