{"id":"https://openalex.org/W4408323738","doi":"https://doi.org/10.1109/tnse.2025.3549456","title":"Intermediary-Supervised Auction Mechanism Design With Deep Neural Networks","display_name":"Intermediary-Supervised Auction Mechanism Design With Deep Neural Networks","publication_year":2025,"publication_date":"2025-03-11","ids":{"openalex":"https://openalex.org/W4408323738","doi":"https://doi.org/10.1109/tnse.2025.3549456"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2025.3549456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3549456","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-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":null,"display_name":"Mingxuan Liang","orcid":"https://orcid.org/0009-0003-8983-8562"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxuan Liang","raw_affiliation_strings":["Department of Information Engineering, Yangzhou University, Yangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-8983-8562","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Yangzhou University, Yangzhou, China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100751130","display_name":"Junwu Zhu","orcid":"https://orcid.org/0000-0001-5810-613X"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwu Zhu","raw_affiliation_strings":["Department of Information Engineering, Yangzhou University, Yangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5810-613X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Yangzhou University, Yangzhou, China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092021748","display_name":"Yuanyuan Zhang","orcid":"https://orcid.org/0009-0008-2186-0997"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Zhang","raw_affiliation_strings":["Department of Information Engineering, Yangzhou University, Yangzhou, China"],"raw_orcid":"https://orcid.org/0009-0008-2186-0997","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Yangzhou University, Yangzhou, China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100764680","display_name":"Xueqing Li","orcid":"https://orcid.org/0009-0009-4142-5973"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueqing Li","raw_affiliation_strings":["Department of Information Engineering, Yangzhou University, Yangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-4142-5973","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Yangzhou University, Yangzhou, China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003596182","display_name":"Mingwei Zhao","orcid":"https://orcid.org/0000-0003-4843-7060"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwei Zhao","raw_affiliation_strings":["Department of Information Engineering, Yangzhou University, Yangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Yangzhou University, Yangzhou, China","institution_ids":["https://openalex.org/I78978612"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78978612"],"apc_list":null,"apc_paid":null,"fwci":2.6388,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88317897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"12","issue":"4","first_page":"2500","last_page":"2511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9811000227928162,"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"}},"topics":[{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9811000227928162,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6318904757499695},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5449333786964417},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5417166352272034},{"id":"https://openalex.org/keywords/mechanism-design","display_name":"Mechanism design","score":0.5220558643341064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45466911792755127},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1702817976474762},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.08137655258178711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6318904757499695},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5449333786964417},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5417166352272034},{"id":"https://openalex.org/C153517567","wikidata":"https://www.wikidata.org/wiki/Q26090","display_name":"Mechanism design","level":2,"score":0.5220558643341064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45466911792755127},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1702817976474762},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.08137655258178711},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2025.3549456","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3549456","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3413702245","display_name":"\u652f\u6301\u6d88\u8d39\u8f6c\u79fb\u7684\u4e91\u8d44\u6e90\u5206\u914d\u4e0e\u5b9a\u4ef7\u673a\u5236\u7814\u7a76","funder_award_id":"61872313","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1507134461","https://openalex.org/W1989148223","https://openalex.org/W2013288181","https://openalex.org/W2027552455","https://openalex.org/W2029050771","https://openalex.org/W2077124610","https://openalex.org/W2078040677","https://openalex.org/W2117340018","https://openalex.org/W2120100612","https://openalex.org/W2130521818","https://openalex.org/W2133387873","https://openalex.org/W2150771176","https://openalex.org/W2282740631","https://openalex.org/W2624786321","https://openalex.org/W2950458164","https://openalex.org/W2951509365","https://openalex.org/W2963249463","https://openalex.org/W3009762557","https://openalex.org/W3082187607","https://openalex.org/W3170127813","https://openalex.org/W4251083239","https://openalex.org/W4296124870","https://openalex.org/W4385767876","https://openalex.org/W4388596127","https://openalex.org/W4388998823","https://openalex.org/W4391640627","https://openalex.org/W4404239338","https://openalex.org/W4406705988","https://openalex.org/W4407965338","https://openalex.org/W6638626249","https://openalex.org/W6687043116","https://openalex.org/W6703936115","https://openalex.org/W6736719185","https://openalex.org/W6763039872","https://openalex.org/W6778959658","https://openalex.org/W6796466612","https://openalex.org/W6802330617","https://openalex.org/W6810693091","https://openalex.org/W6810751663"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4235983279","https://openalex.org/W3123416035","https://openalex.org/W2947640074","https://openalex.org/W2366934955","https://openalex.org/W2390712896","https://openalex.org/W2182763921","https://openalex.org/W2908644825"],"abstract_inverted_index":{"An":[0],"optimal":[1],"auction":[2,69,81,143,206],"mechanism":[3,82],"is":[4,23,34],"frequently":[5],"characterized":[6],"by":[7,41,116],"its":[8],"ability":[9],"to":[10,13,104,136,155],"allocate":[11],"items":[12],"bidders":[14,102],"who":[15],"offer":[16],"the":[17,26,29,37,42,45,68,86,110,126,134,138,142,158,162,175,202],"highest":[18],"marginal":[19],"revenue.":[20,59],"This":[21,60,164],"optimality":[22],"described":[24],"from":[25],"perspective":[27],"of":[28,141,161,204],"auctioneer.":[30],"Its":[31],"design":[32,83,203],"focus":[33],"typically":[35],"on":[36,44,113,122,177],"unilateral":[38],"constraints":[39],"imposed":[40],"auctioneer":[43,111],"bidders,":[46],"which":[47,152],"can":[48],"pose":[49],"a":[50,72,79,129],"challenge":[51],"in":[52,132,181,194],"achieving":[53],"both":[54],"incentive":[55,170],"compatibility":[56,171],"and":[57,119,125,169,173],"maximizing":[58,114],"paper":[61],"innovatively":[62],"proposes":[63],"an":[64,148],"intermediary":[65,127],"module,":[66],"decomposing":[67],"process":[70,160],"into":[71],"multi-objective":[73],"optimization":[74,159],"task.":[75],"Specifically,":[76],"we":[77,146,185],"propose":[78],"novel":[80],"method":[84],"called":[85],"<bold":[87,92,95],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[88,90,93,96],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">T</b>ri-<bold":[89],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">A</b>uction":[91],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">G</b>ame":[94],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">E</b>ngine":[97],"(TAGE).":[98],"In":[99],"this":[100],"framework,":[101],"strive":[103],"maximize":[105],"their":[106],"utility":[107],"through":[108,187],"bidding;":[109],"concentrates":[112],"revenue":[115,167],"determining":[117],"allocations":[118],"payments":[120],"based":[121],"these":[123],"bids;":[124],"plays":[128],"pivotal":[130],"role":[131],"modeling":[133],"tolerance":[135,154],"ensure":[137],"effective":[139],"regulation":[140],"process.":[144],"Furthermore,":[145],"employ":[147],"adaptive":[149],"annealing":[150],"strategy,":[151],"models":[153,193],"dynamically":[156],"adjust":[157],"model.":[163],"approach":[165],"balances":[166],"maximization":[168],"constraints,":[172],"eliminates":[174],"reliance":[176],"ex-post":[178],"regret":[179],"inherent":[180],"traditional":[182],"methods.":[183],"Finally,":[184],"demonstrate":[186],"experiments":[188],"that":[189],"TAGE":[190],"outperforms":[191],"baseline":[192],"all":[195],"settings,":[196],"thereby":[197],"providing":[198],"valuable":[199],"insights":[200],"for":[201],"future":[205],"mechanisms.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
