{"id":"https://openalex.org/W4390659326","doi":"https://doi.org/10.1109/mcom.001.2300550","title":"Large Language Models Empowered Autonomous Edge AI for Connected Intelligence","display_name":"Large Language Models Empowered Autonomous Edge AI for Connected Intelligence","publication_year":2024,"publication_date":"2024-01-08","ids":{"openalex":"https://openalex.org/W4390659326","doi":"https://doi.org/10.1109/mcom.001.2300550"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2300550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2300550","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","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/A5101694397","display_name":"Yifei Shen","orcid":"https://orcid.org/0000-0003-4745-9145"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yifei Shen","raw_affiliation_strings":["Microsoft Research Asia,China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia,China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102806605","display_name":"Jiawei Shao","orcid":"https://orcid.org/0000-0001-8836-1430"},"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":"Jiawei Shao","raw_affiliation_strings":["Hong Kong University of Science and Technology,Hong Kong"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101699681","display_name":"Xinjie Zhang","orcid":"https://orcid.org/0000-0002-3194-7518"},"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":"Xinjie Zhang","raw_affiliation_strings":["Hong Kong University of Science and Technology,Hong Kong"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100570623","display_name":"Zehong Lin","orcid":null},"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":"Zehong Lin","raw_affiliation_strings":["Hong Kong University of Science and Technology,Hong Kong"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740620","display_name":"Hao Pan","orcid":"https://orcid.org/0000-0002-2531-0107"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Pan","raw_affiliation_strings":["Microsoft Research Asia,China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia,China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440903","display_name":"Dongsheng Li","orcid":"https://orcid.org/0000-0001-9743-2034"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Li","raw_affiliation_strings":["Microsoft Research Asia,China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia,China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433167","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0002-5222-1898"},"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":"Jun Zhang","raw_affiliation_strings":["Hong Kong University of Science and Technology,Hong Kong"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079052203","display_name":"Khaled B. Letaief","orcid":"https://orcid.org/0000-0003-2519-6401"},"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":"Khaled B. Letaief","raw_affiliation_strings":["Hong Kong University of Science and Technology,Hong Kong"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101694397"],"corresponding_institution_ids":["https://openalex.org/I4210113369"],"apc_list":null,"apc_paid":null,"fwci":41.0152,"has_fulltext":false,"cited_by_count":120,"citation_normalized_percentile":{"value":0.99927336,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"62","issue":"10","first_page":"140","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9926999807357788,"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":0.9926999807357788,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9861000180244446,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8296700716018677},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5702499747276306},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5352988839149475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.526516318321228},{"id":"https://openalex.org/keywords/interconnectivity","display_name":"Interconnectivity","score":0.5017383098602295},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4518628716468811},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3308783769607544},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3296020030975342},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1709960401058197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8296700716018677},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5702499747276306},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5352988839149475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.526516318321228},{"id":"https://openalex.org/C25516864","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnectivity","level":2,"score":0.5017383098602295},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4518628716468811},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3308783769607544},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3296020030975342},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1709960401058197}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.001.2300550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2300550","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-136380","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-136380","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":[{"id":"https://openalex.org/G7992295866","display_name":null,"funder_award_id":"CRS_HKUST603/22","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2624989916","https://openalex.org/W2969519626","https://openalex.org/W3120615301","https://openalex.org/W3134998638","https://openalex.org/W3212941463","https://openalex.org/W4226150551","https://openalex.org/W4310412363","https://openalex.org/W4318619660","https://openalex.org/W4360836968","https://openalex.org/W4361866031","https://openalex.org/W4367628408","https://openalex.org/W4384268372","https://openalex.org/W4386571432","https://openalex.org/W4399665795","https://openalex.org/W6728757088"],"related_works":["https://openalex.org/W174982720","https://openalex.org/W2151173140","https://openalex.org/W4386857536","https://openalex.org/W3154796165","https://openalex.org/W4324372666","https://openalex.org/W2979760315","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"The":[0],"evolution":[1],"of":[2,55,75,90],"wireless":[3],"networks":[4],"gravitates":[5],"towards":[6],"connected":[7,36],"intelligence,":[8],"a":[9,21,31,53,115,139],"concept":[10],"that":[11,60,118],"envisions":[12],"seamless":[13],"interconnectivity":[14],"among":[15],"humans,":[16],"objects,":[17],"and":[18,42,64,96,109,161],"intelligence":[19,27,37],"in":[20,92,138],"hyper-connected":[22],"cyber-physical":[23],"world.":[24],"Edge":[25],"artificial":[26],"(Edge":[28],"AI)":[29],"is":[30],"promising":[32],"solution":[33],"to":[34,67,124,126,134,149],"achieve":[35],"by":[38],"delivering":[39],"high-quality,":[40],"low-latency,":[41],"privacy-preserving":[43,140],"AI":[44,58,122,156,165],"services":[45],"at":[46,167],"the":[47,73,87,145],"network":[48],"edge.":[49],"This":[50],"article":[51],"presents":[52],"vision":[54],"autonomous":[56],"edge":[57,110,121,168],"systems":[59],"automatically":[61,131],"organize,":[62],"adapt,":[63],"optimize":[65],"themselves":[66],"meet":[68],"users'":[69,127],"diverse":[70],"requirements,":[71],"leveraging":[72],"power":[74],"large":[76],"language":[77,93],"models":[78,123,137,157,166],"(LLMs),":[79],"i.e.,":[80],"Generative":[81],"Pretrained":[82],"Transformer":[83],"(GPT).":[84],"By":[85],"exploiting":[86],"powerful":[88],"abilities":[89],"GPT":[91],"understanding,":[94],"planning,":[95],"code":[97,133],"generation,":[98],"as":[99,101,106],"well":[100],"incorporating":[102],"classic":[103],"wisdom":[104],"such":[105],"task-oriented":[107],"communication":[108],"federated":[111],"learning,":[112],"we":[113],"present":[114],"versatile":[116],"framework":[117],"efficiently":[119,154],"coordinates":[120],"cater":[125],"personal":[128],"demands":[129],"while":[130],"generating":[132],"train":[135],"new":[136],"manner.":[141],"Experimental":[142],"results":[143],"demonstrate":[144],"system's":[146],"remarkable":[147],"ability":[148],"accurately":[150],"comprehend":[151],"user":[152],"demands,":[153],"execute":[155],"with":[158],"minimal":[159],"cost,":[160],"effectively":[162],"create":[163],"highperformance":[164],"servers.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":74},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
