{"id":"https://openalex.org/W4396782906","doi":"https://doi.org/10.1109/twc.2024.3396276","title":"GAI-IoV: Bridging Generative AI and Vehicular Networks for Ubiquitous Edge Intelligence","display_name":"GAI-IoV: Bridging Generative AI and Vehicular Networks for Ubiquitous Edge Intelligence","publication_year":2024,"publication_date":"2024-05-09","ids":{"openalex":"https://openalex.org/W4396782906","doi":"https://doi.org/10.1109/twc.2024.3396276"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2024.3396276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3396276","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","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":"https://openalex.org/A5110842613","display_name":"Gaochang Xie","orcid":"https://orcid.org/0000-0002-1561-3577"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaochang Xie","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunication, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1561-3577","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunication, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005327587","display_name":"Zehui Xiong","orcid":"https://orcid.org/0000-0002-4440-941X"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zehui Xiong","raw_affiliation_strings":["Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Tampines, Singapore","Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4440-941X","affiliations":[{"raw_affiliation_string":"Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Tampines, Singapore","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Information Systems Technology and Design Pillar, Singapore University of Technology and Design, Singapore, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400250","display_name":"Xinyuan Zhang","orcid":"https://orcid.org/0000-0003-2141-431X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyuan Zhang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunication, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2141-431X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunication, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027057850","display_name":"Renchao Xie","orcid":"https://orcid.org/0000-0002-2825-8463"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renchao Xie","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunication, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2825-8463","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunication, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043464306","display_name":"Song Guo","orcid":"https://orcid.org/0000-0001-9831-2202"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Song Guo","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-9831-2202","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-8972-8094","affiliations":[{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0002-2062-131X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.8989,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.9922761,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"23","issue":"10","first_page":"12799","last_page":"12814"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9018999934196472,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9018999934196472,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.8476555943489075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8065093755722046},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.562160313129425},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.44818735122680664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4200928211212158},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4151674509048462}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8476555943489075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8065093755722046},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.562160313129425},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44818735122680664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4200928211212158},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4151674509048462}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/twc.2024.3396276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3396276","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-138849","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-138849","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W2067713319","https://openalex.org/W2896457183","https://openalex.org/W2969644839","https://openalex.org/W2978648800","https://openalex.org/W3006052720","https://openalex.org/W3017518089","https://openalex.org/W3032966580","https://openalex.org/W3089655738","https://openalex.org/W3090615085","https://openalex.org/W3109847748","https://openalex.org/W3127161477","https://openalex.org/W3211199052","https://openalex.org/W4205977910","https://openalex.org/W4206210197","https://openalex.org/W4210935571","https://openalex.org/W4224035735","https://openalex.org/W4225623740","https://openalex.org/W4226047819","https://openalex.org/W4285120078","https://openalex.org/W4285742007","https://openalex.org/W4307926598","https://openalex.org/W4312044727","https://openalex.org/W4312933868","https://openalex.org/W4313546793","https://openalex.org/W4315588830","https://openalex.org/W4321609064","https://openalex.org/W4322706667","https://openalex.org/W4323706279","https://openalex.org/W4327525621","https://openalex.org/W4376456650","https://openalex.org/W4382998652","https://openalex.org/W4383604715","https://openalex.org/W4383753323","https://openalex.org/W4386072096","https://openalex.org/W4388284731","https://openalex.org/W4388890922","https://openalex.org/W4390828296","https://openalex.org/W4390828922","https://openalex.org/W4390871933","https://openalex.org/W4390872341","https://openalex.org/W4394994526","https://openalex.org/W6755207826","https://openalex.org/W6779823529","https://openalex.org/W6809885388","https://openalex.org/W6838639034","https://openalex.org/W6849107809","https://openalex.org/W6850357939","https://openalex.org/W6850607732","https://openalex.org/W6853994115","https://openalex.org/W6858803154"],"related_works":["https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W2272354214","https://openalex.org/W2084768720","https://openalex.org/W2043010663","https://openalex.org/W4248308508"],"abstract_inverted_index":{"The":[0],"growth":[1],"of":[2,30,165,221],"intelligent":[3],"vehicular":[4,48,64,83,235],"services,":[5],"like":[6],"augmented":[7],"reality":[8],"(AR)":[9],"road":[10],"simulation,":[11],"underscores":[12],"the":[13,118,129,208],"need":[14,68],"for":[15,26,87,131,152,191,199,214],"rapid,":[16],"multi-modal":[17],"content":[18,34],"generation.":[19],"Generative":[20],"artificial":[21,32],"intelligence":[22,60],"(GAI)":[23],"models,":[24],"known":[25],"their":[27,80],"swift":[28],"production":[29],"diverse":[31],"intelligence-generated":[33],"(AIGC),":[35],"stand":[36],"out":[37],"as":[38],"a":[39,183,195,215],"prime":[40],"solution.":[41],"However,":[42],"integrating":[43],"cloud-centric":[44],"GAI":[45,66,114],"models":[46,67],"into":[47,71],"networks":[49,84],"is":[50,85],"fraught":[51],"with":[52],"challenges.":[53],"Notably,":[54],"to":[55,69,156,170],"offer":[56],"specialized":[57],"generative":[58],"edge":[59,92],"(EI)":[61],"and":[62,74,96,102,124,134,148,159,162,167,174,194,218,229],"boost":[63],"AIGC,":[65],"tap":[70],"user":[72],"data":[73,97],"utilize":[75],"significant":[76],"computation":[77,147],"resources.":[78],"Moreover,":[79],"deployment":[81],"across":[82],"essential":[86],"proximity-based":[88],"distributed":[89,135,230],"inferences.":[90],"Yet,":[91],"devices":[93],"are":[94,144],"resource-limited,":[95],"sharing":[98],"can":[99],"raise":[100],"safety":[101],"privacy":[103],"concerns.":[104],"Addressing":[105],"these":[106,179],"challenges,":[107],"this":[108,138],"paper":[109],"introduces":[110],"GAI-IoV,":[111],"an":[112],"EI-enabled":[113],"framework":[115],"facilitated":[116],"through":[117],"cooperation":[119],"between":[120],"road-side":[121],"units":[122],"(RSUs)":[123],"vehicles.":[125],"Subsequently,":[126],"we":[127,181],"propose":[128],"workflow":[130],"collaborative":[132],"fine-tuning":[133,154,217],"inference.":[136],"On":[137],"basis,":[139],"two":[140],"pivotal":[141],"vehicle-centric":[142],"problems":[143],"then":[145],"formulated:":[146],"communication":[149],"resource":[150,192,227],"allocation":[151,193],"federated":[153],"(FFT)":[155],"optimize":[157,171],"time":[158],"energy":[160],"cost,":[161],"splitting":[163,202],"strategy":[164],"shared":[166],"local":[168],"inferences":[169],"inference":[172,201,219,231],"latency":[173],"content-generation":[175],"capability.":[176],"To":[177],"solve":[178],"optimizations,":[180],"introduce":[182],"self-adaptive":[184],"global":[185],"best":[186],"harmony":[187],"search":[188],"(SGHS)":[189],"algorithm":[190],"backward":[196],"induction":[197],"method":[198],"determining":[200],"strategy.":[203],"Our":[204],"experiments":[205],"based":[206],"on":[207],"Stable":[209],"Diffusion":[210],"v1-4":[211],"model":[212],"vouch":[213],"superior":[216],"capabilities":[220],"GAI-IoV.":[222],"Furthermore,":[223],"simulations":[224],"underscore":[225],"its":[226],"utilization":[228],"efficiency":[232],"in":[233],"dynamic":[234],"scenarios.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":9}],"updated_date":"2026-06-18T10:00:31.954636","created_date":"2025-10-10T00:00:00"}
