{"id":"https://openalex.org/W4224926669","doi":"https://doi.org/10.1145/3477495.3531775","title":"On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation","display_name":"On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4224926669","doi":"https://doi.org/10.1145/3477495.3531775"},"language":"en","primary_location":{"id":"doi:10.1145/3477495.3531775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477495.3531775","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","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/A5006669765","display_name":"Xin Xia","orcid":"https://orcid.org/0000-0002-6302-3256"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Xin Xia","raw_affiliation_strings":["The University of Queensland, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088492734","display_name":"Hongzhi Yin","orcid":"https://orcid.org/0000-0003-1395-261X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hongzhi Yin","raw_affiliation_strings":["The University of Queensland, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084564297","display_name":"Junliang Yu","orcid":"https://orcid.org/0000-0003-3401-9829"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Junliang Yu","raw_affiliation_strings":["The University of Queensland, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065191560","display_name":"Qinyong Wang","orcid":"https://orcid.org/0000-0002-8913-2696"},"institutions":[{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinyong Wang","raw_affiliation_strings":["Baidu Inc., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Baidu Inc., Beijing, China","institution_ids":["https://openalex.org/I98301712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051512158","display_name":"Guandong Xu","orcid":"https://orcid.org/0000-0003-4493-6663"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guandong Xu","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051219382","display_name":"Quoc Viet Hung Nguyen","orcid":"https://orcid.org/0000-0002-9687-1315"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Quoc Viet Hung Nguyen","raw_affiliation_strings":["Griffith University, Gold Coast, Australia"],"affiliations":[{"raw_affiliation_string":"Griffith University, Gold Coast, Australia","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006669765"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":null,"apc_paid":null,"fwci":8.181,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.98269698,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"546","last_page":"555"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/recommender-system","display_name":"Recommender system","score":0.8696401119232178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8476545810699463},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.7726010084152222},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5932703614234924},{"id":"https://openalex.org/keywords/login","display_name":"Login","score":0.5929575562477112},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.5080211162567139},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4649212658405304},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.46449923515319824},{"id":"https://openalex.org/keywords/context-awareness","display_name":"Context awareness","score":0.42979347705841064},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4151528477668762},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40509429574012756},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23582860827445984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2006727159023285},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.1653294861316681},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11398541927337646}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8696401119232178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8476545810699463},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7726010084152222},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5932703614234924},{"id":"https://openalex.org/C113324615","wikidata":"https://www.wikidata.org/wiki/Q472302","display_name":"Login","level":2,"score":0.5929575562477112},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5080211162567139},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4649212658405304},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.46449923515319824},{"id":"https://openalex.org/C2781368080","wikidata":"https://www.wikidata.org/wiki/Q501688","display_name":"Context awareness","level":3,"score":0.42979347705841064},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4151528477668762},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40509429574012756},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23582860827445984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2006727159023285},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.1653294861316681},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11398541927337646},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3477495.3531775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477495.3531775","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1988875152","https://openalex.org/W1993482030","https://openalex.org/W2138108551","https://openalex.org/W2171279286","https://openalex.org/W2242269286","https://openalex.org/W2396635671","https://openalex.org/W2498566050","https://openalex.org/W2619959423","https://openalex.org/W2783792211","https://openalex.org/W2808847742","https://openalex.org/W2809307135","https://openalex.org/W2886756692","https://openalex.org/W2896367309","https://openalex.org/W2899457523","https://openalex.org/W2921980263","https://openalex.org/W2953271256","https://openalex.org/W2963367478","https://openalex.org/W2964044287","https://openalex.org/W3012782947","https://openalex.org/W3031475799","https://openalex.org/W3034329572","https://openalex.org/W3034710094","https://openalex.org/W3080651853","https://openalex.org/W3093502611","https://openalex.org/W3101707147","https://openalex.org/W3105213343","https://openalex.org/W3130784299","https://openalex.org/W3154916579","https://openalex.org/W3155496675","https://openalex.org/W3166439894","https://openalex.org/W3170682786","https://openalex.org/W3173365306","https://openalex.org/W3178193590","https://openalex.org/W3210938103"],"related_works":["https://openalex.org/W4235220108","https://openalex.org/W4256170434","https://openalex.org/W4233948907","https://openalex.org/W4238894392","https://openalex.org/W4311722428","https://openalex.org/W2357607877","https://openalex.org/W4238771742","https://openalex.org/W4235839583","https://openalex.org/W4396833206","https://openalex.org/W4243085862"],"abstract_inverted_index":{"Session-based":[0],"recommender":[1,25,87,109],"systems":[2,26,88,110],"(SBR)":[3],"are":[4,51,111],"becoming":[5],"increasingly":[6],"popular":[7],"because":[8],"they":[9],"can":[10],"predict":[11],"user":[12,18,49],"interests":[13],"without":[14],"relying":[15],"on":[16],"long-term":[17],"profile":[19],"and":[20,43,96,105],"support":[21],"login-free":[22],"recommendation.":[23],"Modern":[24],"operate":[27],"in":[28],"a":[29,59],"fully":[30],"server-based":[31],"fashion.":[32],"To":[33],"cater":[34],"to":[35,66,77,101,119,126,132],"millions":[36],"of":[37,58,123],"users,":[38],"the":[39,44,56,73,78,81,102,121,134],"frequent":[40],"model":[41],"maintaining":[42],"high-speed":[45],"processing":[46],"for":[47],"concurrent":[48],"requests":[50],"required,":[52],"which":[53],"comes":[54],"at":[55],"cost":[57],"huge":[60],"carbon":[61],"footprint.":[62],"Meanwhile,":[63],"users":[64],"need":[65],"upload":[67],"their":[68],"behavior":[69],"data":[70],"even":[71],"including":[72],"immediate":[74],"environmental":[75],"context":[76],"server,":[79],"raising":[80],"public":[82],"concern":[83],"about":[84],"privacy.":[85],"On-device":[86],"circumvent":[89],"these":[90],"two":[91,114],"issues":[92],"with":[93,113],"cost-conscious":[94],"settings":[95],"local":[97],"inference.":[98],"However,":[99],"due":[100],"limited":[103],"memory":[104],"computing":[106],"resources,":[107],"on-device":[108],"confronted":[112],"fundamental":[115],"challenges:":[116],"(1)":[117],"how":[118,131],"reduce":[120],"size":[122],"regular":[124],"models":[125],"fit":[127],"edge":[128],"devices?":[129],"(2)":[130],"retain":[133],"original":[135],"capacity?":[136]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":18}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
