{"id":"https://openalex.org/W4410636807","doi":"https://doi.org/10.1145/3701716.3715236","title":"HyperGate: Hierarchical Perceptive Gating Network for Multi-domain Multi-task Recommendation","display_name":"HyperGate: Hierarchical Perceptive Gating Network for Multi-domain Multi-task Recommendation","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410636807","doi":"https://doi.org/10.1145/3701716.3715236"},"language":"en","primary_location":{"id":"doi:10.1145/3701716.3715236","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715236","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715236","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715236","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108039951","display_name":"Xu Huang","orcid":"https://orcid.org/0000-0003-4354-334X"},"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":"Xu Huang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102717638","display_name":"Xiaolong Chen","orcid":"https://orcid.org/0009-0007-2714-6404"},"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":"Xiaolong Chen","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042180831","display_name":"Yichao Wang","orcid":"https://orcid.org/0000-0001-7053-8269"},"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":"Yichao Wang","raw_affiliation_strings":["Huawei Noah's Ark Lab, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101500385","display_name":"Weiwen Liu","orcid":"https://orcid.org/0000-0002-9148-3997"},"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":"Weiwen Liu","raw_affiliation_strings":["Huawei Noah's Ark Lab, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106916553","display_name":"Yang Yang","orcid":"https://orcid.org/0009-0001-4920-4245"},"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":"Yang Yang","raw_affiliation_strings":["Huawei Noah's Ark Lab, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Shanghai, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046605963","display_name":"X. Wang","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":"Xingmei Wang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"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":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054330014","display_name":"Ruiming Tang","orcid":"https://orcid.org/0000-0002-9224-2431"},"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":"Ruiming Tang","raw_affiliation_strings":["Huawei Noah's Ark Lab, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5108039951"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15713314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"266"},"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":0.978600025177002,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9771999716758728,"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":0.7902925610542297},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6589984893798828},{"id":"https://openalex.org/keywords/gating","display_name":"Gating","score":0.576048731803894},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5166671276092529},{"id":"https://openalex.org/keywords/power-gating","display_name":"Power gating","score":0.4725860357284546},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06050604581832886},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0599612295627594}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7902925610542297},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6589984893798828},{"id":"https://openalex.org/C194544171","wikidata":"https://www.wikidata.org/wiki/Q21105679","display_name":"Gating","level":2,"score":0.576048731803894},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5166671276092529},{"id":"https://openalex.org/C2780700455","wikidata":"https://www.wikidata.org/wiki/Q7236515","display_name":"Power gating","level":4,"score":0.4725860357284546},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06050604581832886},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0599612295627594},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C172385210","wikidata":"https://www.wikidata.org/wiki/Q5339","display_name":"Transistor","level":3,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3701716.3715236","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715236","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715236","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3701716.3715236","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715236","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715236","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410636807.pdf","grobid_xml":"https://content.openalex.org/works/W4410636807.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2069065514","https://openalex.org/W2150884987","https://openalex.org/W2604662567","https://openalex.org/W2723293840","https://openalex.org/W2793768763","https://openalex.org/W2809290718","https://openalex.org/W2946044191","https://openalex.org/W2951645301","https://openalex.org/W2964182926","https://openalex.org/W3087931390","https://openalex.org/W3093945404","https://openalex.org/W3094431459","https://openalex.org/W3104030692","https://openalex.org/W3104789011","https://openalex.org/W3153687269","https://openalex.org/W3154197656","https://openalex.org/W3209943551","https://openalex.org/W4213365329","https://openalex.org/W4223591050","https://openalex.org/W4224314236","https://openalex.org/W4290876156","https://openalex.org/W4327991946","https://openalex.org/W4366966744","https://openalex.org/W4384648951","https://openalex.org/W4385270144","https://openalex.org/W4385568236","https://openalex.org/W4387461044","https://openalex.org/W4387846269","https://openalex.org/W4387846842","https://openalex.org/W4396820856"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2138099459","https://openalex.org/W2031449089","https://openalex.org/W2112596406","https://openalex.org/W2125499229","https://openalex.org/W2259094912","https://openalex.org/W1987649265","https://openalex.org/W2371329481"],"abstract_inverted_index":{"The":[0],"growing":[1],"prevalence":[2],"of":[3,20,45,111],"interactive":[4],"pages":[5],"in":[6,17],"online":[7],"services":[8],"presents":[9],"novel":[10,61],"challenges":[11],"for":[12,37,64,88,101],"industrial":[13],"recommendation":[14],"systems,":[15],"particularly":[16],"the":[18,43,54,69,102,137],"realms":[19],"multi-domain":[21,65],"and":[22,41,51,90,124],"multi-task":[23,66],"recommendations.These":[24],"systems":[25],"must":[26],"not":[27],"only":[28],"model":[29,63],"commonality":[30],"across":[31],"various":[32],"domains":[33,40,50,89],"but":[34],"also":[35],"account":[36],"distinctions":[38],"between":[39],"tasks.However,":[42],"lack":[44],"explicit":[46],"semantic":[47,86],"information":[48,87],"regarding":[49],"tasks":[52,91],"complicates":[53],"process.In":[55],"this":[56],"paper,":[57],"we":[58],"propose":[59],"a":[60,116,120,125,131],"parameter-sharing":[62,134],"recommendations,":[67],"termed":[68],"Hierarchical":[70],"Perceptive":[71],"Gating":[72],"Network":[73],"(pronounced":[74],"as":[75,98],"HyperGate).Drawing":[76],"inspiration":[77],"from":[78,136],"Collective":[79],"Behavior":[80],"Theory,":[81],"our":[82],"approach":[83],"first":[84],"augments":[85],"using":[92],"contrastive":[93],"learning,":[94],"which":[95],"then":[96],"serves":[97],"perceptive":[99],"control":[100],"subsequent":[103],"hierarchical":[104,107],"gating":[105,108],"network.The":[106],"network":[109,135],"consists":[110],"three":[112],"key":[113],"components,":[114],"including":[115],"domainperceptive":[117],"embedding":[118],"gate,":[119,123,128],"domain-perceptive":[121],"biasing":[122],"dual-perceptive":[126],"fusion":[127],"thereby":[129],"constructing":[130],"domain-and":[132],"task-perceptive":[133],"bottom":[138],"up.Experiments":[139],"conducted":[140],"on":[141],"two":[142],"real-world":[143],"datasets":[144],"validate":[145]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}