{"id":"https://openalex.org/W4415593474","doi":"https://doi.org/10.1109/tmc.2025.3625786","title":"Synesthesia of Machines-Enabled Multi-Task Semantic Communication System","display_name":"Synesthesia of Machines-Enabled Multi-Task Semantic Communication System","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W4415593474","doi":"https://doi.org/10.1109/tmc.2025.3625786"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2025.3625786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3625786","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5109604607","display_name":"Zengle Zhu","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"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Zengle Zhu","raw_affiliation_strings":["Intelligent Transportation Thrust, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","Intelligent Transportation Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Transportation Thrust, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Intelligent Transportation Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695813","display_name":"Rongqing Zhang","orcid":"https://orcid.org/0000-0003-3774-6247"},"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"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Rongqing Zhang","raw_affiliation_strings":["Intelligent Transportation Thrust, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","Intelligent Transportation Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Transportation Thrust, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Intelligent Transportation Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068110218","display_name":"Xiang Cheng","orcid":"https://orcid.org/0000-0002-5943-0326"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Cheng","raw_affiliation_strings":["School of Electronics, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089217677","display_name":"Liuqing Yang","orcid":"https://orcid.org/0009-0003-1239-5804"},"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"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Liuqing Yang","raw_affiliation_strings":["Internet of Things Thrust &#x0026; Intelligent Transportation Thrust, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","Internet of Things Thrust &amp; Intelligent Transportation Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Internet of Things Thrust &#x0026; Intelligent Transportation Thrust, Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I90610280","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Internet of Things Thrust &amp; Intelligent Transportation Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109604607"],"corresponding_institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16740129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"4","first_page":"4632","last_page":"4647"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.7609999775886536,"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"}},"topics":[{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.7609999775886536,"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/T13382","display_name":"Robotics and Automated Systems","score":0.7373999953269958,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.6575999855995178,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/models-of-communication","display_name":"Models of communication","score":0.47530001401901245},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4569999873638153},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.44929999113082886},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.41620001196861267},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.34470000863075256},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.3140999972820282},{"id":"https://openalex.org/keywords/semantic-data-model","display_name":"Semantic data model","score":0.3057999908924103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8884999752044678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5235999822616577},{"id":"https://openalex.org/C158156997","wikidata":"https://www.wikidata.org/wiki/Q1416645","display_name":"Models of communication","level":2,"score":0.47530001401901245},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4569999873638153},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.44929999113082886},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.41620001196861267},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40950000286102295},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.31850001215934753},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C90312973","wikidata":"https://www.wikidata.org/wiki/Q7449052","display_name":"Semantic data model","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.29109999537467957},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.2896000146865845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2874000072479248},{"id":"https://openalex.org/C197914299","wikidata":"https://www.wikidata.org/wiki/Q18650","display_name":"Semantic memory","level":3,"score":0.2842000126838684},{"id":"https://openalex.org/C193125573","wikidata":"https://www.wikidata.org/wiki/Q7449065","display_name":"Semantic interpretation","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C2775955345","wikidata":"https://www.wikidata.org/wiki/Q7449071","display_name":"Semantic mapping","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.26440000534057617},{"id":"https://openalex.org/C85407183","wikidata":"https://www.wikidata.org/wiki/Q1045785","display_name":"Semantic network","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C16210155","wikidata":"https://www.wikidata.org/wiki/Q5154140","display_name":"Communication noise","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2025.3625786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3625786","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-169651","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-169651","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":35,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1995875735","https://openalex.org/W2045658304","https://openalex.org/W2126579184","https://openalex.org/W2194775991","https://openalex.org/W2560730294","https://openalex.org/W2619383789","https://openalex.org/W2753709519","https://openalex.org/W2807719490","https://openalex.org/W2892009249","https://openalex.org/W2923014074","https://openalex.org/W2946218857","https://openalex.org/W2963430933","https://openalex.org/W2963854351","https://openalex.org/W2963877604","https://openalex.org/W2990761674","https://openalex.org/W2998103904","https://openalex.org/W3036851434","https://openalex.org/W3166791908","https://openalex.org/W4206175303","https://openalex.org/W4214612132","https://openalex.org/W4309568943","https://openalex.org/W4312766166","https://openalex.org/W4312958552","https://openalex.org/W4313166855","https://openalex.org/W4313350178","https://openalex.org/W4313387436","https://openalex.org/W4315630065","https://openalex.org/W4375869255","https://openalex.org/W4385245566","https://openalex.org/W4387870372","https://openalex.org/W4389076345","https://openalex.org/W4390660246","https://openalex.org/W4394606408","https://openalex.org/W4399426488"],"related_works":[],"abstract_inverted_index":{"In":[0,122],"recent":[1],"years,":[2],"there":[3],"has":[4,17],"been":[5],"significant":[6],"progress":[7],"in":[8,52,71,189],"semantic":[9,27,118,126,159],"communication":[10,28,58,85,119,127,195],"systems":[11],"empowered":[12],"by":[13,111],"deep":[14],"learning.":[15],"It":[16,74],"greatly":[18],"improved":[19],"the":[20,65,157],"efficiency":[21],"of":[22,42,80,95,165,171,191],"information":[23],"transmission.":[24],"Nevertheless,":[25],"traditional":[26,125],"models":[29,44,62,188],"still":[30],"face":[31],"challenges,":[32],"particularly":[33],"due":[34],"to":[35,56,76,124],"their":[36,107],"single-task":[37],"and":[38,87,162,194],"single-modal":[39],"orientation.":[40],"Many":[41],"these":[43,61,92,187],"are":[45],"designed":[46],"for":[47,102,152],"specific":[48],"tasks,":[49],"which":[50],"results":[51,182],"limitations":[53],"when":[54],"applied":[55],"multi-task":[57,117],"systems.":[59],"Moreover,":[60],"often":[63],"overlook":[64],"correlations":[66],"among":[67],"different":[68,172],"modal":[69],"data":[70],"multi-modal":[72,104,153],"tasks.":[73],"leads":[75],"an":[77,99],"incomplete":[78],"understanding":[79,160],"complex":[81],"information,":[82],"causing":[83],"increased":[84],"payload":[86],"diminished":[88],"performance.":[89],"To":[90],"address":[91],"limitations,":[93],"Synesthesia":[94],"Machines":[96],"(SoM)":[97],"provides":[98],"effective":[100,169],"framework":[101],"fusing":[103],"data,":[105],"capturing":[106],"complementary":[108],"relationships.":[109],"Inspired":[110],"SoM,":[112],"we":[113,139,167],"propose":[114],"a":[115,141],"SoM-enabled":[116],"(SoMMSC)":[120],"framework.":[121],"contrast":[123],"approaches,":[128],"SoMMSC":[129,185],"can":[130],"effectively":[131],"handle":[132],"various":[133],"tasks":[134],"across":[135],"multiple":[136,179],"modalities.":[137,173],"Furthermore,":[138],"design":[140],"fusion":[142,170],"module":[143],"based":[144],"on":[145],"Bidirectional":[146],"Encoder":[147],"Representations":[148],"from":[149],"Transformers":[150],"(BERT)":[151],"fusion.":[154],"By":[155],"leveraging":[156],"powerful":[158],"capabilities":[161],"self-attention":[163],"mechanism":[164],"BERT,":[166],"achieve":[168],"We":[174],"compare":[175],"our":[176],"model":[177],"with":[178],"benchmarks.":[180],"Simulation":[181],"show":[183],"that":[184],"outperforms":[186],"terms":[190],"both":[192],"performance":[193],"payload.":[196]},"counts_by_year":[],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-27T00:00:00"}
