{"id":"https://openalex.org/W2527187232","doi":"https://doi.org/10.1145/2964284.2964336","title":"PL-ranking","display_name":"PL-ranking","publication_year":2016,"publication_date":"2016-09-29","ids":{"openalex":"https://openalex.org/W2527187232","doi":"https://doi.org/10.1145/2964284.2964336","mag":"2527187232"},"language":"en","primary_location":{"id":"doi:10.1145/2964284.2964336","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2964284.2964336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM international conference on Multimedia","raw_type":"proceedings-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/A5100425133","display_name":"Liang Zhang","orcid":"https://orcid.org/0000-0001-5873-4670"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Zhang","raw_affiliation_strings":["University of Chinese Academy of Sciences &amp; Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences &amp; Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041045297","display_name":"Bingpeng Ma","orcid":"https://orcid.org/0000-0001-8984-205X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingpeng Ma","raw_affiliation_strings":["University of Chinese Academy of Sciences &amp; Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences &amp; Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775216","display_name":"Guorong Li","orcid":"https://orcid.org/0000-0003-3954-2387"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorong Li","raw_affiliation_strings":["University of Chinese Academy of Sciences &amp; Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences &amp; Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028597017","display_name":"Qingming Huang","orcid":"https://orcid.org/0000-0001-7542-296X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingming Huang","raw_affiliation_strings":["University of Chinese Academy of Sciences &amp; Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences &amp; Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111504451","display_name":"Qi Tian","orcid":"https://orcid.org/0009-0003-2676-5300"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Tian","raw_affiliation_strings":["University of Texas at San Antonio, San Antonio, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100425133"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":3.7211,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9570543,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1355","last_page":"1364"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9983999729156494,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9878000020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5671651363372803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3388326168060303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5671651363372803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3388326168060303}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2964284.2964336","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2964284.2964336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM international conference on Multimedia","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":32,"referenced_works":["https://openalex.org/W46086471","https://openalex.org/W1824659232","https://openalex.org/W1892074770","https://openalex.org/W1987063155","https://openalex.org/W2007510844","https://openalex.org/W2007972815","https://openalex.org/W2022398331","https://openalex.org/W2025423507","https://openalex.org/W2031489346","https://openalex.org/W2044626341","https://openalex.org/W2070753207","https://openalex.org/W2071207147","https://openalex.org/W2081944951","https://openalex.org/W2095762537","https://openalex.org/W2100235303","https://openalex.org/W2102765684","https://openalex.org/W2106277773","https://openalex.org/W2115115103","https://openalex.org/W2130359109","https://openalex.org/W2132551672","https://openalex.org/W2138118304","https://openalex.org/W2155797815","https://openalex.org/W2158139921","https://openalex.org/W2162867699","https://openalex.org/W2164530430","https://openalex.org/W2210322478","https://openalex.org/W2218644571","https://openalex.org/W2232201864","https://openalex.org/W2604272474","https://openalex.org/W4249914127","https://openalex.org/W6683120131","https://openalex.org/W6683338658"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2093578348","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2096946506","https://openalex.org/W2766271392","https://openalex.org/W3107474891"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,47,52,69,94],"novel":[4],"method":[5,161],"for":[6,46,56],"cross-modal":[7],"retrieval":[8],"named":[9],"Pairwise-Listwise":[10],"\\textbf{ranking}":[11],"(PL-ranking)":[12],"based":[13,123],"on":[14,36,192],"the":[15,21,25,38,41,76,83,99,104,115,129,137,140,150,164,173,189,193],"low-rank":[16,122,157],"optimization":[17,166],"framework.":[18],"Motivated":[19],"by":[20],"fact":[22],"that":[23,82,136,172],"optimizing":[24],"top":[26,42,77],"of":[27,43,78,117,177,188],"ranking":[28,71,85],"is":[29,112,119,125],"more":[30],"applicable":[31],"in":[32,64],"practice,":[33],"we":[34,67,91],"focus":[35],"improving":[37],"precision":[39],"at":[40],"ranked":[44],"list":[45],"given":[48],"sample":[49],"and":[50,102,133,184,197],"learning":[51],"low-dimensional":[53],"common":[54,151],"subspace":[55],"multi-modal":[57],"data.":[58],"Concretely,":[59],"there":[60],"are":[61,179],"three":[62],"constraints":[63],"PL-ranking.":[65],"First,":[66],"use":[68],"pairwise":[70,84],"loss":[72,86],"constraint":[73,87,96],"to":[74,97,127,162],"optimize":[75],"ranking.":[79],"Then,":[80],"considering":[81],"ignores":[88],"class":[89,110],"information,":[90],"further":[92],"adopt":[93],"listwise":[95],"minimize":[98],"intra-neighbors":[100],"variance":[101],"maximize":[103],"inter-neighbors":[105],"separability.":[106],"By":[107],"this":[108],"way,":[109],"information":[111],"preserved":[113],"while":[114],"number":[116],"iterations":[118],"reduced.":[120],"Finally,":[121],"regularization":[124],"applied":[126],"exploit":[128],"correlations":[130],"between":[131,139],"features":[132],"labels":[134],"so":[135],"relevance":[138],"different":[141],"modalities":[142],"can":[143],"be":[144],"enhanced":[145],"after":[146],"mapping":[147],"them":[148],"into":[149],"subspace.":[152],"We":[153],"design":[154],"an":[155],"efficient":[156],"stochastic":[158],"subgradient":[159],"descent":[160],"solve":[163],"proposed":[165],"problem.":[167],"The":[168],"experimental":[169],"results":[170],"show":[171],"average":[174],"MAP":[175],"scores":[176],"PL-ranking":[178],"improved":[180],"5.1%,":[181],"9.2%,":[182],"4.7%":[183],"4.8%":[185],"than":[186],"those":[187],"state-of-the-art":[190],"methods":[191],"Wiki,":[194],"Flickr,":[195],"Pascal":[196],"NUS-WIDE":[198],"datasets,":[199],"respectively.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2016-10-07T00:00:00"}
