{"id":"https://openalex.org/W4405488026","doi":"https://doi.org/10.1109/tccn.2024.3519320","title":"Exploring Collaborative Diffusion Model Inferring for AIGC-Enabled Edge Services","display_name":"Exploring Collaborative Diffusion Model Inferring for AIGC-Enabled Edge Services","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4405488026","doi":"https://doi.org/10.1109/tccn.2024.3519320"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2024.3519320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3519320","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/TCCN.2024.3519320","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070732947","display_name":"Weijia Feng","orcid":"https://orcid.org/0000-0003-2362-1304"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijia Feng","raw_affiliation_strings":["School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2362-1304","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruojia Zhang","orcid":"https://orcid.org/0009-0007-1923-4674"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruojia Zhang","raw_affiliation_strings":["School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-1923-4674","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yichen Zhu","orcid":"https://orcid.org/0009-0001-2787-3448"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichen Zhu","raw_affiliation_strings":["School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0001-2787-3448","affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424695","display_name":"Chenyang Wang","orcid":"https://orcid.org/0000-0002-0295-3468"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Wang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","College of Computer Science and Software Engineering, Shenzhen University, China"],"raw_orcid":"https://orcid.org/0000-0002-0295-3468","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060465361","display_name":"Chuan Sun","orcid":"https://orcid.org/0000-0002-5512-687X"},"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":"Chuan Sun","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","College of Computing and Data Science, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-5512-687X","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008168475","display_name":"Xiaoqiang Zhu","orcid":"https://orcid.org/0000-0001-7294-9547"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqiang Zhu","raw_affiliation_strings":["School of Software Engineering, and the Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, Beijing, China","School of Software Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7294-9547","affiliations":[{"raw_affiliation_string":"School of Software Engineering, and the Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100703565","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0003-1526-6103"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Tianjin Normal University, Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087043869","display_name":"Tarik Taleb","orcid":"https://orcid.org/0000-0003-1119-1239"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tarik Taleb","raw_affiliation_strings":["Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1119-1239","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.3145,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9760573,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"946","last_page":"960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9350000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9350000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7415727376937866},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5465883016586304},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.45216265320777893},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3557460606098175},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.25568002462387085}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415727376937866},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5465883016586304},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.45216265320777893},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3557460606098175},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.25568002462387085},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tccn.2024.3519320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3519320","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/217589","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/217589","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"},{"id":"pmh:oai:zenodo.org:17592818","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TCCN.2024.3519320","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking, 11(2), 946 - 960, (2024-12-17)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:17592818","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TCCN.2024.3519320","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking, 11(2), 946 - 960, (2024-12-17)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1152489914","display_name":null,"funder_award_id":"62002263","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8841883960","display_name":null,"funder_award_id":"61602345","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2064076387","https://openalex.org/W2568772110","https://openalex.org/W3016207298","https://openalex.org/W3090108601","https://openalex.org/W3147506324","https://openalex.org/W4221053795","https://openalex.org/W4385469325","https://openalex.org/W4386075893","https://openalex.org/W4390828922","https://openalex.org/W4391020236","https://openalex.org/W4392144007","https://openalex.org/W4400111235","https://openalex.org/W4402125726","https://openalex.org/W4403757510","https://openalex.org/W4408324566","https://openalex.org/W6679045638","https://openalex.org/W6765775151","https://openalex.org/W6777772596","https://openalex.org/W6779823529","https://openalex.org/W6786375611","https://openalex.org/W6788664344","https://openalex.org/W6791353385","https://openalex.org/W6795288823","https://openalex.org/W6809884996","https://openalex.org/W6810940779","https://openalex.org/W6840815571","https://openalex.org/W6845873446","https://openalex.org/W6846007759","https://openalex.org/W6849107809","https://openalex.org/W6850357939","https://openalex.org/W6850415429","https://openalex.org/W6850607732","https://openalex.org/W6857464140","https://openalex.org/W6859661432","https://openalex.org/W6869681645","https://openalex.org/W6873407676"],"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/W4396696052"],"abstract_inverted_index":{"With":[0],"the":[1,12,68,74,78,91,97,102,124],"advancements":[2],"in":[3,70],"AI-generated":[4],"content":[5],"(AIGC)":[6],"technologies":[7],"and":[8,72,84,95,112,131,139],"edge":[9,71],"cloud":[10],"networks,":[11],"demand":[13],"for":[14,24],"AIGC":[15,93],"services":[16],"is":[17],"increasing.":[18],"The":[19],"diffusion":[20],"model":[21],"stands":[22],"out":[23],"its":[25,33],"ability":[26],"to":[27,41,44],"generate":[28],"images":[29],"from":[30],"text.":[31],"However,":[32],"high":[34],"computational":[35],"requirements":[36],"challenge":[37],"user":[38,85,143],"devices,":[39],"leading":[40],"ongoing":[42],"efforts":[43],"improve":[45],"inferring":[46,61],"speed":[47],"while":[48],"preserving":[49],"image":[50,129],"quality.":[51],"In":[52],"this":[53],"study,":[54],"we":[55,108],"propose":[56],"a":[57,116,133],"novel":[58],"edge-user":[59],"collaborative":[60],"framework.":[62],"By":[63],"capitalizing":[64],"on":[65,115],"collaboration":[66],"among":[67],"devices":[69],"user,":[73],"proposed":[75,106,125],"framework":[76,126],"optimizes":[77],"service":[79],"delay,":[80],"network":[81,140],"resource":[82,88],"consumption,":[83,141],"device":[86],"computing":[87,137],"consumption":[89],"of":[90,104,118,136],"user\u2019s":[92,98],"service,":[94],"improves":[96],"QoE.":[99,144],"To":[100],"demonstrate":[101],"efficiency":[103],"our":[105],"framework,":[107],"conduct":[109],"comparative":[110],"experiments":[111,114],"ablation":[113],"variety":[117],"datasets.":[119],"Experimental":[120],"results":[121],"show":[122],"that":[123],"achieves":[127],"better-generated":[128],"quality":[130],"reduces":[132],"large":[134],"number":[135],"resources":[138],"improving":[142]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
