{"id":"https://openalex.org/W4410636766","doi":"https://doi.org/10.1145/3701716.3715249","title":"MIT: A Multi-Tower Information Transfer Framework Based on Hierarchical Task Relationship Modeling","display_name":"MIT: A Multi-Tower Information Transfer Framework Based on Hierarchical Task Relationship Modeling","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410636766","doi":"https://doi.org/10.1145/3701716.3715249"},"language":"en","primary_location":{"id":"doi:10.1145/3701716.3715249","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715249","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715249","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/10.1145/3701716.3715249","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071244239","display_name":"Rui Kun Zhou","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":true,"raw_author_name":"Rui Zhou","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/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":["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/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"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032579783","display_name":"Qinglin Jia","orcid":"https://orcid.org/0000-0002-3583-6719"},"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":"Qinglin Jia","raw_affiliation_strings":["Huawei Noah's Ark Lab, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108313805","display_name":"W. Xie","orcid":"https://orcid.org/0009-0009-6392-2559"},"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":"Wenjia Xie","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/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":false,"raw_author_name":"Xiang Xu","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/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"],"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":["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/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":["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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5071244239"],"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":0.15497234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"651","last_page":"660"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9923999905586243,"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":0.9923999905586243,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9866999983787537,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9805999994277954,"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/computer-science","display_name":"Computer science","score":0.7309304475784302},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6889607310295105},{"id":"https://openalex.org/keywords/tower","display_name":"Tower","score":0.6874435544013977},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5459966659545898},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12772467732429504},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07143467664718628},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.06815564632415771},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.06048378348350525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7309304475784302},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6889607310295105},{"id":"https://openalex.org/C2777831296","wikidata":"https://www.wikidata.org/wiki/Q12518","display_name":"Tower","level":2,"score":0.6874435544013977},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5459966659545898},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12772467732429504},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07143467664718628},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.06815564632415771},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.06048378348350525}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3701716.3715249","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715249","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715249","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:10.1145/3701716.3715249","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715249","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715249","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":[{"id":"https://metadata.un.org/sdg/13","score":0.4099999964237213,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1437045299","display_name":null,"funder_award_id":"U23A20319, 62472394, 62441239","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410636766.pdf","grobid_xml":"https://content.openalex.org/works/W4410636766.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2102471334","https://openalex.org/W2753709519","https://openalex.org/W2781636776","https://openalex.org/W2809290718","https://openalex.org/W2962989965","https://openalex.org/W2963140444","https://openalex.org/W2963430933","https://openalex.org/W2972510393","https://openalex.org/W3087931390","https://openalex.org/W3106539628","https://openalex.org/W3187615801","https://openalex.org/W3208543775","https://openalex.org/W3208709726","https://openalex.org/W4284706321","https://openalex.org/W4367310145","https://openalex.org/W4387847689","https://openalex.org/W4392489983","https://openalex.org/W4393156782","https://openalex.org/W4393159871","https://openalex.org/W4401834466","https://openalex.org/W4401863381","https://openalex.org/W4401863483","https://openalex.org/W4401864065","https://openalex.org/W4403221496","https://openalex.org/W4403577524","https://openalex.org/W6771876938"],"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":{"With":[0],"the":[1,22,62,72,82,95,152],"advancement":[2],"of":[3,24,75,91,122,154,174,194,196],"e-commerce":[4],"platforms":[5],"and":[6,70,107,112,148,171,176],"online":[7,157,163,186],"recommendation":[8],"systems,":[9],"conversion":[10,26],"objectives":[11],"have":[12],"evolved":[13],"from":[14],"singular":[15],"to":[16,60,104,192],"diverse":[17],"goals.":[18],"To":[19,125],"simultaneously":[20],"enhance":[21,126],"performance":[23],"multiple":[25],"objectives,":[27],"multi-task":[28,37],"learning":[29],"has":[30,180],"become":[31],"a":[32,101,115,119,139],"classic":[33],"solution.":[34],"However,":[35],"existing":[36,133],"models":[38],"either":[39],"neglect":[40],"task":[41,54,92,123],"dependencies":[42,109],"or":[43],"impose":[44],"manually":[45],"defined":[46],"sequential":[47],"dependencies,":[48],"subsequently":[49],"transferring":[50],"information":[51,127],"based":[52],"on":[53,146],"output":[55],"vectors.":[56],"Such":[57],"methods":[58,135],"fail":[59],"capture":[61],"intricate":[63],"relationships":[64,93],"between":[65],"tasks":[66,106],"in":[67,114,161,184],"real-world":[68],"scenarios":[69],"underutilize":[71],"logits":[73],"outputs":[74],"tasks.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80,99],"propose":[81],"Multi-tower":[83],"Information":[84],"Transfer(MIT)":[85],"framework,":[86],"which":[87],"introduces":[88],"hierarchical":[89],"modeling":[90],"for":[94],"first":[96],"time.":[97],"Specifically,":[98],"employ":[100],"data-driven":[102],"approach":[103],"abstract":[105],"their":[108],"as":[110],"nodes":[111],"edges":[113],"graph,":[116],"thereby":[117],"constructing":[118],"Bayesian":[120],"network":[121],"relationships.":[124],"transfer,":[128],"MIT":[129,168,179],"not":[130],"only":[131],"refines":[132],"vector-based":[134],"but":[136],"also":[137],"pioneers":[138],"novel":[140],"logits-based":[141],"transfer":[142],"mechanism.":[143],"Extensive":[144],"experiments":[145],"public":[147],"industrial":[149],"datasets":[150],"demonstrate":[151],"effectiveness":[153],"MIT.":[155],"Furthermore,":[156],"A/B":[158],"tests":[159],"conducted":[160],"Huawei's":[162,185],"advertising":[164,187],"platform":[165],"reveal":[166],"that":[167],"achieves":[169],"RPM":[170],"CPM":[172],"improvements":[173],"+2.00%":[175],"+8.87%,":[177],"respectively.":[178],"been":[181],"fully":[182],"deployed":[183],"platform,":[188],"delivering":[189],"superior":[190],"services":[191],"hundreds":[193],"millions":[195],"users.Our":[197],"implementation":[198],"is":[199],"available":[200],"at":[201],"https://github.com/USTC-StarTeam/MIT.":[202]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}