{"id":"https://openalex.org/W4403487675","doi":"https://doi.org/10.3233/faia240710","title":"Cross-Stage Transfer in Multi-Stage Cascade Ranking and Filtering Systems","display_name":"Cross-Stage Transfer in Multi-Stage Cascade Ranking and Filtering Systems","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403487675","doi":"https://doi.org/10.3233/faia240710"},"language":"en","primary_location":{"id":"doi:10.3233/faia240710","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240710","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/faia240710","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101996132","display_name":"Yifan Pan","orcid":"https://orcid.org/0000-0002-7324-4036"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Pan","raw_affiliation_strings":["Communication and Information Security Lab, Shenzhen Graduate School, Peking University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication and Information Security Lab, Shenzhen Graduate School, Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057015645","display_name":"Guibo Luo","orcid":"https://orcid.org/0000-0002-1709-1207"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guibo Luo","raw_affiliation_strings":["Communication and Information Security Lab, Shenzhen Graduate School, Peking University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication and Information Security Lab, Shenzhen Graduate School, Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056706680","display_name":"Yuesheng Zhu","orcid":"https://orcid.org/0000-0003-2524-6800"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuesheng Zhu","raw_affiliation_strings":["Communication and Information Security Lab, Shenzhen Graduate School, Peking University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication and Information Security Lab, Shenzhen Graduate School, Peking University","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":1.3717,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83409709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.6103000044822693,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.6103000044822693,"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/stage","display_name":"Stage (stratigraphy)","score":0.8306869864463806},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.8177139759063721},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7148014903068542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4448424279689789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35379332304000854},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.141166090965271},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10848399996757507},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.09414565563201904}],"concepts":[{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.8306869864463806},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.8177139759063721},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7148014903068542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4448424279689789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35379332304000854},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.141166090965271},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10848399996757507},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.09414565563201904},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia240710","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240710","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia240710","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia240710","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W1566155057","https://openalex.org/W2060986072","https://openalex.org/W2052574922","https://openalex.org/W64588465","https://openalex.org/W3120641340"],"abstract_inverted_index":{"Unsupervised":[0,134],"Domain":[1],"Adaptation":[2,136],"(UDA)":[3],"aims":[4],"to":[5,14,56,168],"transfer":[6,63,66,191],"a":[7,10,60,74,131],"model":[8],"from":[9],"labeled":[11],"source":[12],"domain":[13,26],"an":[15],"unlabeled":[16],"target":[17],"domain,":[18],"addressing":[19],"challenges":[20],"of":[21,99,177],"distinct":[22],"data":[23],"distributions,":[24],"termed":[25],"shift.":[27],"Existing":[28],"UDA":[29],"research":[30],"primarily":[31],"focuses":[32],"on":[33],"classification-like":[34],"tasks,":[35],"but":[36],"neglects":[37],"ranking":[38,70],"and":[39,48,58,71,86,101,150,155],"filtering":[40,72],"tasks":[41],"essential":[42],"for":[43,118],"applications":[44],"like":[45],"medical":[46,84],"diagnosis":[47],"search":[49],"engines.":[50],"This":[51],"paper":[52],"is":[53],"the":[54,96,103,119,146,160,175],"first":[55],"notice":[57],"identify":[59],"new":[61],"real-world":[62,88],"problem:":[64],"cross-stage":[65,190],"in":[67,77,115,188],"multi-stage":[68],"cascade":[69],"systems,":[73,83],"common":[75],"issue":[76,105],"diverse":[78],"applications,":[79],"including":[80],"information":[81],"retrieval":[82],"diagnosis,":[85],"other":[87],"ranking/filtering":[89],"systems.":[90],"In":[91],"this":[92],"problem,":[93],"we":[94,129],"emphasize":[95],"crucial":[97],"assumption":[98],"order-invariance":[100,170],"address":[102],"key":[104,140],"named":[106],"Cross-stage":[107],"Class":[108],"Concept":[109],"Conflict":[110],"(C4),":[111],"highlighting":[112],"potential":[113],"inconsistencies":[114],"class":[116],"concepts":[117],"same":[120],"sample":[121],"at":[122],"different":[123],"stages.":[124],"To":[125],"tackle":[126],"these":[127],"challenges,":[128],"propose":[130],"novel":[132],"method,":[133],"Rank":[135],"(URA),":[137],"comprising":[138],"two":[139],"components:":[141],"order-conditional":[142,147],"distribution":[143,148],"alignment,":[144,158],"characterizing":[145],"intra-stage":[149],"aligning":[151,159],"them":[152],"across":[153],"stages;":[154],"principal":[156,161],"projection":[157,163],"component\u2019s":[162],"matrix":[164],"with":[165],"classifier":[166],"parameters":[167],"ensure":[169],"without":[171],"guessing":[172],"pseudo-labels,":[173],"mitigating":[174],"influence":[176],"C4.":[178],"Experimental":[179],"results":[180],"show":[181],"that":[182],"our":[183],"approach":[184],"reaches":[185],"state-of-the-art":[186],"performance":[187],"various":[189],"tasks.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}