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Self-Creating Random Walks for Decentralized Learning under Pac-Man Attacks 在吃豆人攻击下的自我创造随机学习
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-15 DOI: 10.1109/jsac.2026.3743835
Xingran Chen, Parimal Parag, Rohit Bhagat, Salim El Rouayheb
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引用次数: 0
Log-Linear Learning in Coordination Games over Noisy Communication Networks 噪声通信网络中协调博弈的对数线性学习
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-14 DOI: 10.1109/jsac.2026.3743462
Emrah Akyol, Marcos M. Vasconcelos
{"title":"Log-Linear Learning in Coordination Games over Noisy Communication Networks","authors":"Emrah Akyol, Marcos M. Vasconcelos","doi":"10.1109/jsac.2026.3743462","DOIUrl":"https://doi.org/10.1109/jsac.2026.3743462","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"42 1","pages":"1-1"},"PeriodicalIF":16.4,"publicationDate":"2026-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149218324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Decentralized Cooperative Beamforming for BDRIS-Assisted Cell-Free MIMO OFDM Systems bdris辅助无小区MIMO OFDM系统的分散协同波束形成
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-14 DOI: 10.1109/jsac.2026.3743066
Konstantinos D. Katsanos, George C. Alexandropoulos
{"title":"Decentralized Cooperative Beamforming for BDRIS-Assisted Cell-Free MIMO OFDM Systems","authors":"Konstantinos D. Katsanos, George C. Alexandropoulos","doi":"10.1109/jsac.2026.3743066","DOIUrl":"https://doi.org/10.1109/jsac.2026.3743066","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"1 1","pages":"1-1"},"PeriodicalIF":16.4,"publicationDate":"2026-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149218492","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Distributed Constrained Resource Management in 6G Networks: A Scalable Hybrid Model-Learning Framework 6G网络中的分布式约束资源管理：一个可扩展的混合模型学习框架
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-12 DOI: 10.1109/jsac.2026.3742503
Thang X. Vu, Cuong Le, Symeon Chatzinotas, Björn Ottersten
{"title":"Distributed Constrained Resource Management in 6G Networks: A Scalable Hybrid Model-Learning Framework","authors":"Thang X. Vu, Cuong Le, Symeon Chatzinotas, Björn Ottersten","doi":"10.1109/jsac.2026.3742503","DOIUrl":"https://doi.org/10.1109/jsac.2026.3742503","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"18 1","pages":""},"PeriodicalIF":16.4,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
FedFit: Federated Fine-Tuning of LLMs via Vector-Bank Parameterization and Quantization 基于向量库参数化和量化的llm的联邦微调
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-12 DOI: 10.1109/jsac.2026.3742504
Hang Zou, Chao Zhang, Yuzhi Yang, Yu Tian, Samson Lasaulce, Mérouane Debbah
{"title":"FedFit: Federated Fine-Tuning of LLMs via Vector-Bank Parameterization and Quantization","authors":"Hang Zou, Chao Zhang, Yuzhi Yang, Yu Tian, Samson Lasaulce, Mérouane Debbah","doi":"10.1109/jsac.2026.3742504","DOIUrl":"https://doi.org/10.1109/jsac.2026.3742504","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"31 1","pages":""},"PeriodicalIF":16.4,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Communication-Efficient Distributed Learning with MST-based Scheduling over Cross-Datacenter Optical Networks 跨数据中心光网络中基于mst调度的高效通信分布式学习
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-12 DOI: 10.1109/jsac.2026.3742502
Ruikun Wang, Qiaolun Zhang, Jiawei Zhang, Xin Wang, Zhiqun Gu, Xinghai Yang, Francesco Musumeci, Yuefeng Ji, Jingjing Wang, Massimo Tornatore
{"title":"Communication-Efficient Distributed Learning with MST-based Scheduling over Cross-Datacenter Optical Networks","authors":"Ruikun Wang, Qiaolun Zhang, Jiawei Zhang, Xin Wang, Zhiqun Gu, Xinghai Yang, Francesco Musumeci, Yuefeng Ji, Jingjing Wang, Massimo Tornatore","doi":"10.1109/jsac.2026.3742502","DOIUrl":"https://doi.org/10.1109/jsac.2026.3742502","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"187 1","pages":""},"PeriodicalIF":16.4,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Federated 3D Gaussian Splatting for Large-Scale Scene Reconstruction at Wireless Edge 联邦三维高斯溅射在无线边缘的大规模场景重建
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-09 DOI: 10.1109/jsac.2026.3740369
Guanlin Wu, Chao Hu, Pu Chen, Juyong Zhang, Han Hu, Shuguang Cui, Jie Xu
{"title":"Federated 3D Gaussian Splatting for Large-Scale Scene Reconstruction at Wireless Edge","authors":"Guanlin Wu, Chao Hu, Pu Chen, Juyong Zhang, Han Hu, Shuguang Cui, Jie Xu","doi":"10.1109/jsac.2026.3740369","DOIUrl":"https://doi.org/10.1109/jsac.2026.3740369","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"12 1","pages":"1-1"},"PeriodicalIF":16.4,"publicationDate":"2026-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152413","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Coded Alternating Least Squares for Distributed Low-Rank Matrix Factorization 分布式低秩矩阵分解的编码交替最小二乘
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-06 DOI: 10.1109/jsac.2026.3740372
Siyuan Wang, Qifa Yan, Kuan Wu, Jingjing Zhang, Jianping Wang, Linqi Song
{"title":"Coded Alternating Least Squares for Distributed Low-Rank Matrix Factorization","authors":"Siyuan Wang, Qifa Yan, Kuan Wu, Jingjing Zhang, Jianping Wang, Linqi Song","doi":"10.1109/jsac.2026.3740372","DOIUrl":"https://doi.org/10.1109/jsac.2026.3740372","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"38 1","pages":"1-1"},"PeriodicalIF":16.4,"publicationDate":"2026-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149093063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-Agent Reinforcement Learning for Movable Antenna-aided Cell-Free Massive MIMO Systems 移动天线辅助无小区大规模MIMO系统的多智能体强化学习
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-06 DOI: 10.1109/jsac.2026.3740825
Bokai Xu, Jiayi Zhang, Shuaifei Chen, Ziheng Liu, Huahua Xiao, Derrick Wing Kwan Ng, Bo Ai
{"title":"Multi-Agent Reinforcement Learning for Movable Antenna-aided Cell-Free Massive MIMO Systems","authors":"Bokai Xu, Jiayi Zhang, Shuaifei Chen, Ziheng Liu, Huahua Xiao, Derrick Wing Kwan Ng, Bo Ai","doi":"10.1109/jsac.2026.3740825","DOIUrl":"https://doi.org/10.1109/jsac.2026.3740825","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"1 1","pages":"1-1"},"PeriodicalIF":16.4,"publicationDate":"2026-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149093062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Differential Privacy as a Perk: Federated Learning over Multiple-Access Fading Channels with a Multi-Antenna Base Station 差分隐私作为额外福利：基于多天线基站的多址衰落信道联合学习
IF 16.4 1区 计算机科学
IEEE Journal on Selected Areas in Communications Pub Date : 2026-10-05 DOI: 10.1109/jsac.2026.3740652
Hao Liang, Haifeng Wen, Kaishun Wu, Hong Xing, Khaled B. Letaief
{"title":"Differential Privacy as a Perk: Federated Learning over Multiple-Access Fading Channels with a Multi-Antenna Base Station","authors":"Hao Liang, Haifeng Wen, Kaishun Wu, Hong Xing, Khaled B. Letaief","doi":"10.1109/jsac.2026.3740652","DOIUrl":"https://doi.org/10.1109/jsac.2026.3740652","url":null,"abstract":"","PeriodicalId":13243,"journal":{"name":"IEEE Journal on Selected Areas in Communications","volume":"56 1","pages":""},"PeriodicalIF":16.4,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149087233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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