{"id":"https://openalex.org/W4401878764","doi":"https://doi.org/10.1109/tmc.2024.3449645","title":"Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering","display_name":"Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering","publication_year":2024,"publication_date":"2024-08-26","ids":{"openalex":"https://openalex.org/W4401878764","doi":"https://doi.org/10.1109/tmc.2024.3449645"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3449645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3449645","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":true,"oa_status":"green","oa_url":"http://hub.hku.hk/bitstream/10722/353211/1/content.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068961034","display_name":"Yinqiu Liu","orcid":"https://orcid.org/0000-0002-6198-3712"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Yinqiu Liu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068782412","display_name":"Hongyang Du","orcid":"https://orcid.org/0000-0002-8220-6525"},"institutions":[{"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":"Hongyang Du","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Hong Kong, Pok Fu Lam, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Hong Kong, Pok Fu Lam, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062761975","display_name":"Jiawen Kang","orcid":"https://orcid.org/0000-0002-8218-3490"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Kang","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangdong, China","institution_ids":["https://openalex.org/I139024713"]}]},{"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":["Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080122431","display_name":"Shiwen Mao","orcid":"https://orcid.org/0000-0002-7052-0007"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiwen Mao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405787","display_name":"Ping Zhang","orcid":"https://orcid.org/0000-0002-0269-104X"},"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":"Ping Zhang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Shen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5068961034"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":8.9971,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.98466937,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"23","issue":"12","first_page":"14871","last_page":"14888"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9958000183105469,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9850999712944031,"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/T12029","display_name":"DNA and Biological Computing","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8418710231781006},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5923725366592407},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5439602732658386},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5144467353820801},{"id":"https://openalex.org/keywords/semantic-integration","display_name":"Semantic integration","score":0.4297163486480713},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4247034788131714},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.35233259201049805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3425953984260559},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.26406800746917725}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8418710231781006},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5923725366592407},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5439602732658386},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5144467353820801},{"id":"https://openalex.org/C110903229","wikidata":"https://www.wikidata.org/wiki/Q7449064","display_name":"Semantic integration","level":4,"score":0.4297163486480713},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4247034788131714},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.35233259201049805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3425953984260559},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.26406800746917725},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2024.3449645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3449645","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:hub.hku.hk:10722/353211","is_oa":true,"landing_page_url":"https://hub.hku.hk/handle/10722/353211","pdf_url":"http://hub.hku.hk/bitstream/10722/353211/1/content.pdf","source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"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":{"id":"pmh:oai:hub.hku.hk:10722/353211","is_oa":true,"landing_page_url":"https://hub.hku.hk/handle/10722/353211","pdf_url":"http://hub.hku.hk/bitstream/10722/353211/1/content.pdf","source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1482925484","display_name":null,"funder_award_id":"Tier 1","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2200073977","display_name":null,"funder_award_id":"SKI 20210204","funder_id":"https://openalex.org/F4320324110","funder_display_name":"Singapore University of Technology and Design"},{"id":"https://openalex.org/G2395898956","display_name":null,"funder_award_id":"22-SIS-SMU-048","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G3011155338","display_name":null,"funder_award_id":"202102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4228552076","display_name":null,"funder_award_id":"RG87/22","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G4486971250","display_name":null,"funder_award_id":"20210204","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G5623565794","display_name":null,"funder_award_id":"SUTD-ZJU","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G5649743794","display_name":null,"funder_award_id":"Author","funder_id":"https://openalex.org/F4320322724","funder_display_name":"Ministry of Education, India"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6117017817","display_name":null,"funder_award_id":"FCP-ASTAR-TG-2022-003","funder_id":"https://openalex.org/F4320325256","funder_display_name":"Info-communications Media Development Authority"},{"id":"https://openalex.org/G6779839930","display_name":null,"funder_award_id":"22-SIS-SMU-04","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G6824517928","display_name":null,"funder_award_id":"2023A04J1699","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7488635613","display_name":"Harnessing the Blinking Heterogeneity of Fluorescent Probes: A New Take on Single-Molecule Research","funder_award_id":"2102099","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G751536327","display_name":null,"funder_award_id":"62102099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7523024256","display_name":null,"funder_award_id":"SKI 20210204","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"},{"id":"https://openalex.org/G8411950126","display_name":"Planning Grant - South Africa Partnership","funder_award_id":"0210204","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8432471258","display_name":null,"funder_award_id":"2148382","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8601890595","display_name":null,"funder_award_id":"CNS-2148382","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8669559347","display_name":null,"funder_award_id":"SRG-ISTD-2021-165","funder_id":"https://openalex.org/F4320324110","funder_display_name":"Singapore University of Technology and Design"},{"id":"https://openalex.org/G8701197366","display_name":null,"funder_award_id":"SRG-ISTD-2021-165","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320324110","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87"},{"id":"https://openalex.org/F4320325256","display_name":"Info-communications Media Development Authority","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401878764.pdf","grobid_xml":"https://content.openalex.org/works/W4401878764.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W2736601468","https://openalex.org/W2746553466","https://openalex.org/W2754213847","https://openalex.org/W3042446967","https://openalex.org/W3103635814","https://openalex.org/W3134385809","https://openalex.org/W3154903254","https://openalex.org/W3159481202","https://openalex.org/W3185341429","https://openalex.org/W4224307612","https://openalex.org/W4224861722","https://openalex.org/W4226047696","https://openalex.org/W4285742007","https://openalex.org/W4312933868","https://openalex.org/W4315630316","https://openalex.org/W4365129152","https://openalex.org/W4376269829","https://openalex.org/W4379261329","https://openalex.org/W4379933627","https://openalex.org/W4381735920","https://openalex.org/W4382998652","https://openalex.org/W4385569875","https://openalex.org/W4385801275","https://openalex.org/W4386065512","https://openalex.org/W4386449991","https://openalex.org/W4386825119","https://openalex.org/W4387415063","https://openalex.org/W4389076451","https://openalex.org/W4390738767","https://openalex.org/W4390828922","https://openalex.org/W4395027787","https://openalex.org/W4396633982","https://openalex.org/W4396817538","https://openalex.org/W4399665795","https://openalex.org/W4404132629","https://openalex.org/W6741002519","https://openalex.org/W6779823529","https://openalex.org/W6791353385","https://openalex.org/W6810409500","https://openalex.org/W6852950521","https://openalex.org/W6853140940","https://openalex.org/W6853332882","https://openalex.org/W6856167545","https://openalex.org/W6857901014","https://openalex.org/W6866287167"],"related_works":["https://openalex.org/W323006901","https://openalex.org/W4391174801","https://openalex.org/W1542223729","https://openalex.org/W1589762743","https://openalex.org/W3012445987","https://openalex.org/W2779831736","https://openalex.org/W2081414063","https://openalex.org/W4387768728","https://openalex.org/W2174630793","https://openalex.org/W3134365128"],"abstract_inverted_index":{"Employing":[0],"massive":[1],"Mobile":[2],"AI-Generated":[3],"Content":[4],"(AIGC)":[5],"Service":[6],"Providers":[7],"(MASPs)":[8],"with":[9,118,127,240,260],"powerful":[10],"models,":[11],"high-quality":[12],"AIGC":[13,38,70,93,125,246],"services":[14],"become":[15],"accessible":[16],"for":[17],"resource-constrained":[18],"end":[19],"users.":[20,164],"However,":[21],"this":[22,53,96],"advancement,":[23],"referred":[24],"to":[25,44,71,82,158,210],"as":[26],"mobile":[27,69,132,234],"AIGC,":[28],"also":[29,144],"introduces":[30],"a":[31,150,168],"significant":[32],"challenge:":[33],"users":[34,120,235],"should":[35],"download":[36],"large":[37],"outputs":[39],"from":[40],"the":[41,84,98,102,107,123,135,141,146,160,195,207,212,230,250],"MASPs,":[42],"leading":[43],"substantial":[45],"bandwidth":[46,74,161,231],"consumption":[47,232],"and":[48,89,105,154,175,188,205],"potential":[49],"transmission":[50],"failures.":[51],"In":[52,95],"paper,":[54],"we":[55,77,148,166,193],"apply":[56],"cross-modal":[57,79],"<underline":[58,61,64],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[59,62,65],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">G</u>enerative":[60],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Sem</u>antic":[63],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Com</u>munications":[66],"(G-SemCom)":[67],"in":[68,245],"overcome":[72],"wireless":[73],"constraints.":[75],"Specifically,":[76],"utilize":[78],"attention":[80,203],"maps":[81,204],"indicate":[83],"correlation":[85],"between":[86],"user":[87],"prompts":[88,145],"each":[90],"part":[91],"of":[92,216,233],"outputs.":[94],"way,":[97],"MASP":[99],"can":[100,121,228],"analyze":[101],"prompt":[103,155],"context":[104],"filter":[106],"most":[108],"semantically":[109],"important":[110],"content":[111],"efficiently.":[112],"Only":[113],"semantic":[114,152,186],"information":[115,137],"is":[116,179],"transmitted,":[117],"which":[119,178,201],"recover":[122],"entire":[124],"output":[126,247],"high":[128],"quality":[129],"while":[130],"saving":[131],"bandwidth.":[133],"Since":[134],"transmitted":[136],"not":[138],"only":[139],"preserves":[140],"semantics":[142],"but":[143],"recovery,":[147],"formulate":[149],"joint":[151],"encoding":[153],"engineering":[156],"problem":[157],"optimize":[159],"allocation":[162],"among":[163],"Particularly,":[165],"present":[167],"human-perceptual":[169],"metric":[170],"named":[171],"Joint":[172],"Perceptual":[173],"Similarity":[174],"Quality":[176],"(JPSQ),":[177],"fused":[180],"by":[181,236],"two":[182],"learning-based":[183],"measurements":[184],"regarding":[185],"similarity":[187],"aesthetic":[189],"quality,":[190],"respectively.":[191],"Furthermore,":[192],"develop":[194],"Attention-aware":[196],"Deep":[197],"Diffusion":[198],"(ADD)":[199],"algorithm,":[200],"learns":[202],"leverages":[206],"diffusion":[208],"process":[209],"enhance":[211],"environment":[213],"exploration":[214],"ability":[215],"traditional":[217],"deep":[218],"reinforcement":[219],"learning":[220],"(DRL).":[221],"Extensive":[222],"experiments":[223],"demonstrate":[224],"that":[225],"our":[226],"proposal":[227],"reduce":[229],"49.4%":[237],"on":[238],"average,":[239],"almost":[241],"no":[242],"perceptual":[243],"difference":[244],"quality.":[248],"Moreover,":[249],"ADD":[251],"algorithm":[252],"shows":[253],"superior":[254],"performance":[255],"over":[256],"baseline":[257],"DRL":[258],"methods,":[259],"1.74\u00d7":[261],"higher":[262],"overall":[263],"reward.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}