{"id":"https://openalex.org/W4413156865","doi":"https://doi.org/10.1109/meditcom64437.2025.11104414","title":"Multi-Modal Self-Supervised Semantic Communication","display_name":"Multi-Modal Self-Supervised Semantic Communication","publication_year":2025,"publication_date":"2025-07-07","ids":{"openalex":"https://openalex.org/W4413156865","doi":"https://doi.org/10.1109/meditcom64437.2025.11104414"},"language":"en","primary_location":{"id":"doi:10.1109/meditcom64437.2025.11104414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom64437.2025.11104414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5025049450","display_name":"Hao Zhao","orcid":"https://orcid.org/0000-0001-7903-581X"},"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":"Hang Zhao","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070543936","display_name":"Hongru Li","orcid":"https://orcid.org/0000-0001-9895-1450"},"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":"Hongru Li","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103109166","display_name":"Dongfang Xu","orcid":"https://orcid.org/0000-0001-5709-3883"},"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":"Dongfang Xu","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025467937","display_name":"Shenghui Song","orcid":"https://orcid.org/0000-0001-6316-8415"},"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":"Shenghui Song","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The 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":["The Hong Kong University of Science and Technology,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.7688000202178955,"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":0.7688000202178955,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.7623000144958496,"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/T12031","display_name":"Speech and dialogue systems","score":0.6559000015258789,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7621600031852722},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5909869074821472},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5041462182998657},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44982096552848816}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621600031852722},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5909869074821472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5041462182998657},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44982096552848816},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/meditcom64437.2025.11104414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom64437.2025.11104414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-166073","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-166073","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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2946889564","https://openalex.org/W3036851434","https://openalex.org/W3198989482","https://openalex.org/W4224926219","https://openalex.org/W4226115138","https://openalex.org/W4285742007","https://openalex.org/W4312958552","https://openalex.org/W4313350185","https://openalex.org/W4401508774","https://openalex.org/W4408145474","https://openalex.org/W4409474237"],"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/W3204019825"],"abstract_inverted_index":{"Semantic":[0],"communication":[1,33,45,60,108,126],"is":[2],"emerging":[3],"as":[4],"a":[5,57],"promising":[6],"task-oriented":[7],"paradigm":[8,9],"that":[10,62,119],"focuses":[11],"on":[12,112],"the":[13,29,38,79,113,120,132,142,152],"extraction":[14],"and":[15,102,157],"transmission":[16],"of":[17,31,134,144],"semantic":[18,32,59,85,149],"meanings":[19],"using":[20],"deep":[21],"learning":[22,66,77,137,147],"techniques.":[23],"While":[24],"current":[25],"research":[26],"primarily":[27],"addresses":[28],"reduction":[30],"overhead,":[34],"it":[35],"often":[36],"overlooks":[37],"training":[39],"phase,":[40],"which":[41],"can":[42],"incur":[43],"significant":[44],"costs":[46],"in":[47,148],"dynamic":[48],"wireless":[49],"environments.":[50],"To":[51],"address":[52],"this":[53],"challenge,":[54],"we":[55],"propose":[56],"multi-modal":[58,64,145],"system":[61],"leverages":[63],"self-supervised":[65,76,146],"to":[67,82],"enhance":[68],"task-agnostic":[69,84],"feature":[70],"extraction.":[71],"The":[72,139],"proposed":[73,121],"approach":[74],"employs":[75],"during":[78],"pre-training":[80],"phase":[81],"extract":[83],"features,":[86],"followed":[87],"by":[88],"supervised":[89,136],"task-specific":[90],"fine-tuning":[91],"for":[92,154],"downstream":[93],"tasks.":[94],"This":[95],"dual-phase":[96],"strategy":[97],"effectively":[98],"captures":[99],"both":[100],"modality-invariant":[101],"modality-specific":[103],"features":[104],"while":[105,128],"minimizing":[106],"training-related":[107,125],"over-head.":[109],"Experimental":[110],"results":[111],"NYU":[114],"Depth":[115],"V2":[116],"dataset":[117],"demonstrate":[118],"method":[122],"significantly":[123],"reduces":[124],"overhead":[127],"maintaining":[129],"or":[130],"exceeding":[131],"performance":[133],"existing":[135],"approaches.":[138],"findings":[140],"underscore":[141],"advantages":[143],"communication,":[150],"paving":[151],"way":[153],"more":[155],"efficient":[156],"scalable":[158],"edge":[159],"inference":[160],"systems.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
