{"id":"https://openalex.org/W4284707622","doi":"https://doi.org/10.1145/3477495.3532000","title":"INMO","display_name":"INMO","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4284707622","doi":"https://doi.org/10.1145/3477495.3532000"},"language":"en","primary_location":{"id":"doi:10.1145/3477495.3532000","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3532000","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3532000","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3532000","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100632070","display_name":"Yunfan Wu","orcid":"https://orcid.org/0000-0001-6994-6791"},"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"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunfan Wu","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082827135","display_name":"Qi Cao","orcid":"https://orcid.org/0000-0003-3454-4789"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Cao","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047897879","display_name":"Huawei Shen","orcid":"https://orcid.org/0000-0002-1081-8119"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"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":"Huawei Shen","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015654919","display_name":"Shuchang Tao","orcid":"https://orcid.org/0000-0001-6113-6145"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"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":"Shuchang Tao","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029998682","display_name":"Xueqi Cheng","orcid":"https://orcid.org/0000-0002-5201-8195"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"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":"Xueqi Cheng","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100632070"],"corresponding_institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":2.9168,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.92766262,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.968500018119812,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9502999782562256,"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/computer-science","display_name":"Computer science","score":0.5631719827651978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5631719827651978}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3477495.3532000","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3532000","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3532000","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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"},{"id":"pmh:oai:arXiv.org:2107.05247","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2107.05247","pdf_url":"https://arxiv.org/pdf/2107.05247","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3477495.3532000","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3532000","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3532000","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G1492706270","display_name":null,"funder_award_id":"02402","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G367036859","display_name":null,"funder_award_id":"6210240","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4935357286","display_name":null,"funder_award_id":"62102402,U21B2046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6362789933","display_name":null,"funder_award_id":"62102402","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G740642855","display_name":null,"funder_award_id":"U21B2046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4284707622.pdf","grobid_xml":"https://content.openalex.org/works/W4284707622.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1718512272","https://openalex.org/W1854214752","https://openalex.org/W1959608418","https://openalex.org/W1966553486","https://openalex.org/W1987431925","https://openalex.org/W1990846291","https://openalex.org/W1994389483","https://openalex.org/W2042281163","https://openalex.org/W2054141820","https://openalex.org/W2100235918","https://openalex.org/W2110953678","https://openalex.org/W2119825970","https://openalex.org/W2140310134","https://openalex.org/W2157881433","https://openalex.org/W2512971201","https://openalex.org/W2560674852","https://openalex.org/W2583493251","https://openalex.org/W2591957553","https://openalex.org/W2604433096","https://openalex.org/W2605350416","https://openalex.org/W2608239929","https://openalex.org/W2624407581","https://openalex.org/W2741249238","https://openalex.org/W2745413481","https://openalex.org/W2793523712","https://openalex.org/W2802187397","https://openalex.org/W2807021761","https://openalex.org/W2888838693","https://openalex.org/W2914721378","https://openalex.org/W2916106175","https://openalex.org/W2945623882","https://openalex.org/W2945827670","https://openalex.org/W2962712142","https://openalex.org/W2963085847","https://openalex.org/W2964015378","https://openalex.org/W2964983698","https://openalex.org/W2965170902","https://openalex.org/W2966859223","https://openalex.org/W3001111845","https://openalex.org/W3004578093","https://openalex.org/W3044311607","https://openalex.org/W3045108742","https://openalex.org/W3045200674","https://openalex.org/W3088777230","https://openalex.org/W3098649723","https://openalex.org/W3099386565","https://openalex.org/W3100278010","https://openalex.org/W3100324210","https://openalex.org/W3100848837","https://openalex.org/W3104353018","https://openalex.org/W3131776693","https://openalex.org/W3153189161","https://openalex.org/W3165897148","https://openalex.org/W3208487946","https://openalex.org/W4288080156","https://openalex.org/W4288364260","https://openalex.org/W4297971002"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Collaborative":[0],"filtering":[1],"is":[2],"one":[3],"of":[4,68,76,129,148,171,187,219],"the":[5,32,66,74,89,112,136,146,169,176,185,215],"most":[6],"common":[7],"scenarios":[8],"and":[9,43,59,79,100,151,179,196,217,224],"popular":[10],"research":[11],"topics":[12],"in":[13,92,221],"recommender":[14],"systems.":[15],"Among":[16],"existing":[17,161],"methods,":[18],"latent":[19,162,202],"factor":[20,163,203],"models,":[21,173],"i.e.,":[22],"learning":[23],"a":[24,97,166],"specific":[25],"embedding":[26,132],"for":[27,52,105,115,145,205],"each":[28],"user/item":[29],"by":[30,118,189],"reconstructing":[31],"observed":[33],"interaction":[34],"matrix,":[35],"have":[36],"shown":[37],"excellent":[38],"performances.":[39],"However,":[40],"such":[41],"user-specific":[42],"item-specific":[44],"embeddings":[45,114],"are":[46,199],"intrinsically":[47],"transductive,":[48],"making":[49],"it":[50,191],"difficult":[51],"them":[53],"to":[54,84,160,192],"deal":[55],"with":[56,122],"new":[57,60],"users":[58,78,116,150],"items":[61,125],"unseen":[62],"during":[63],"training.":[64],"Besides,":[65],"number":[67,75],"model":[69,181],"parameters":[70],"heavily":[71],"depends":[72],"on":[73,210],"all":[77],"items,":[80],"restricting":[81],"their":[82,120],"scalability":[83],"real-world":[85],"applications.":[86],"To":[87],"solve":[88],"above":[90],"challenges,":[91],"this":[93],"paper,":[94],"we":[95,139],"propose":[96,141],"novel":[98],"model-agnostic":[99],"scalable":[101],"Inductive":[102],"Embedding":[103],"Module":[104],"collaborative":[106,206],"filtering,":[107],"namely":[108],"INMO.":[109],"INMO":[110,156,188,220],"generates":[111],"inductive":[113,177,225],"(items)":[117],"characterizing":[119],"interactions":[121],"some":[123],"template":[124,149,152],"(template":[126],"users),":[127],"instead":[128],"employing":[130],"an":[131,142],"lookup":[133],"table.":[134],"Under":[135],"theoretical":[137],"analysis,":[138],"further":[140],"effective":[143],"indicator":[144],"selection":[147],"items.":[153],"Our":[154],"proposed":[155],"can":[157],"be":[158],"attached":[159],"models":[164,204],"as":[165],"pre-module,":[167],"inheriting":[168],"expressiveness":[170],"backbone":[172],"while":[174],"bringing":[175],"ability":[178],"reducing":[180],"parameters.":[182],"We":[183],"validate":[184],"generality":[186],"attaching":[190],"Matrix":[193],"Factorization":[194],"(MF)":[195],"LightGCN,":[197],"which":[198],"two":[200],"representative":[201],"filtering.":[207],"Extensive":[208],"experiments":[209],"three":[211],"public":[212],"benchmarks":[213],"demonstrate":[214],"effectiveness":[216],"efficiency":[218],"both":[222],"transductive":[223],"recommendation":[226],"scenarios.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2022-07-08T00:00:00"}