{"id":"https://openalex.org/W4409149432","doi":"https://doi.org/10.1145/3690624.3709438","title":"Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction","display_name":"Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction","publication_year":2025,"publication_date":"2025-04-04","ids":{"openalex":"https://openalex.org/W4409149432","doi":"https://doi.org/10.1145/3690624.3709438"},"language":"en","primary_location":{"id":"doi:10.1145/3690624.3709438","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3690624.3709438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1","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/A5101768155","display_name":"Xiang Xu","orcid":"https://orcid.org/0009-0008-5508-3145"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Xu","raw_affiliation_strings":["State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0008-5508-3145","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446071","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0001-9921-2078"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-9921-2078","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648538","display_name":"Wei Guo","orcid":"https://orcid.org/0000-0001-8616-0221"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Guo","raw_affiliation_strings":["Huawei Noah's Ark Lab, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8616-0221","affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113160533","display_name":"Luankang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luankang Zhang","raw_affiliation_strings":["State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0006-5833-5999","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060421696","display_name":"Wanshan Yang","orcid":"https://orcid.org/0000-0002-1772-7535"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanshan Yang","raw_affiliation_strings":["Consumer Cloud Service Interactive Media BU, Huawei, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-1772-7535","affiliations":[{"raw_affiliation_string":"Consumer Cloud Service Interactive Media BU, Huawei, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112076936","display_name":"Yu RuiXiang","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runlong Yu","raw_affiliation_strings":["State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0002-7352-7228","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072988055","display_name":"Yong Liu","orcid":"https://orcid.org/0000-0001-9031-9696"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Liu","raw_affiliation_strings":["Huawei Noah's Ark Lab, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9031-9696","affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085254654","display_name":"Defu Lian","orcid":"https://orcid.org/0000-0002-3507-9607"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Defu Lian","raw_affiliation_strings":["State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3507-9607","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048237545","display_name":"Enhong Chen","orcid":"https://orcid.org/0000-0002-4835-4102"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enhong Chen","raw_affiliation_strings":["State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-4835-4102","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101768155"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":5.7165,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94967967,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2745","last_page":"2755"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T10028","display_name":"Topic Modeling","score":0.9821000099182129,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9767000079154968,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.8457993268966675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.817297101020813},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6864439249038696},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.505448579788208},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40477532148361206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3789065182209015},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0833793580532074}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.8457993268966675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.817297101020813},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6864439249038696},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.505448579788208},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40477532148361206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3789065182209015},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0833793580532074},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3690624.3709438","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3690624.3709438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1969790170","https://openalex.org/W2012833704","https://openalex.org/W2194775991","https://openalex.org/W2295739661","https://openalex.org/W2475334473","https://openalex.org/W2509235963","https://openalex.org/W2512971201","https://openalex.org/W2523437372","https://openalex.org/W2548570154","https://openalex.org/W2563786350","https://openalex.org/W2584966963","https://openalex.org/W2723293840","https://openalex.org/W2788490371","https://openalex.org/W2793768763","https://openalex.org/W2942947041","https://openalex.org/W2945772520","https://openalex.org/W2962745591","https://openalex.org/W2963323306","https://openalex.org/W2963367478","https://openalex.org/W2963981376","https://openalex.org/W2964182926","https://openalex.org/W2966123616","https://openalex.org/W2982902390","https://openalex.org/W2984100107","https://openalex.org/W3032044946","https://openalex.org/W3093519337","https://openalex.org/W3093945404","https://openalex.org/W3098723082","https://openalex.org/W3100199015","https://openalex.org/W3104030692","https://openalex.org/W3105595718","https://openalex.org/W3106252282","https://openalex.org/W3153687269","https://openalex.org/W4220974940","https://openalex.org/W4224989601","https://openalex.org/W4284677394","https://openalex.org/W4306317673","https://openalex.org/W4385568319","https://openalex.org/W4387847689","https://openalex.org/W4396735047","https://openalex.org/W4401856724","https://openalex.org/W4401864065","https://openalex.org/W4403577524"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W103652678","https://openalex.org/W4226090359","https://openalex.org/W2059697060","https://openalex.org/W936373746","https://openalex.org/W2975817033","https://openalex.org/W4256502920","https://openalex.org/W2354431794"],"abstract_inverted_index":{"Click-through":[0],"Rate":[1],"(CTR)":[2],"prediction":[3],"is":[4,107],"crucial":[5],"for":[6],"online":[7],"personalization":[8],"platforms.":[9],"Recent":[10],"advancements":[11],"have":[12,72],"shown":[13],"that":[14],"modeling":[15,31],"rich":[16],"user":[17,29,121],"behaviors":[18],"can":[19],"significantly":[20],"improve":[21],"the":[22,45,49,54,58,61,64,77,87,91,105],"performance":[23],"of":[24],"CTR":[25],"prediction.":[26],"Current":[27],"long-term":[28,50],"behavior":[30,51],"algorithms":[32],"predominantly":[33],"follow":[34],"two":[35,73],"cascading":[36],"stages.":[37],"The":[38],"first":[39],"stage":[40,56],"retrieves":[41],"subsequence":[42,62],"related":[43],"to":[44,89,113,117],"target":[46,65,83],"item":[47,84],"from":[48],"sequence,":[52],"while":[53],"second":[55],"models":[57],"relationship":[59],"between":[60],"and":[63,101],"item.":[66],"Despite":[67],"significant":[68],"progress,":[69],"these":[70],"methods":[71],"critical":[74],"flaws.":[75],"First,":[76],"retrieval":[78],"query":[79],"typically":[80],"includes":[81],"only":[82],"information,":[85,97],"limiting":[86],"ability":[88],"capture":[90],"user's":[92],"diverse":[93],"interests.":[94,122],"Second,":[95],"relational":[96],"such":[98],"as":[99],"sequential":[100],"interactive":[102],"information":[103],"within":[104],"subsequence,":[106],"frequently":[108],"overlooked.":[109],"Therefore,":[110],"it":[111],"requires":[112],"be":[114],"further":[115],"mined":[116],"more":[118],"accurately":[119],"model":[120]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
