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Optimization of Vehicular Edge Computing Under Time-Varying Fading Channels With Path Prediction 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 5, 页码: 5500-5514
作者:  Hu, Dieli;  Yuan, Mingang;  Huang, Gaofei;  Zhao, Sai;  Tang, Dong
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Wireless communication  Costs  Optimization  Fading channels  Resource management  Servers  Delays  Wireless sensor networks  Internet of Things  Vehicle-to-infrastructure  Mobile edge computing  path prediction  task offloading  time-varying channels  vehicular network  
FedCRAC: Improving Federated Classification Performance on Long-Tailed Data via Classifier Representation Adjustment and Calibration 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 1, 页码: 482-499
作者:  Li, Xujing;  Sun, Sheng;  Liu, Min;  Ren, Ju;  Jiang, Xuefeng;  He, Tianliu
收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25
Tail  Data models  Training  Computational modeling  Servers  Accuracy  Feature extraction  Data heterogeneity  federated learning  long-tailed data  representation alignment  
Enhancing Federated Learning Robustness Using Locally Benignity-Assessable Bayesian Dropout 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 2464-2479
作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Li, Qi;  Xu, Ke
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
Bayes methods  Training  Servers  Data models  Robustness  Distributed databases  Uplink  Convergence  Computational modeling  Recurrent neural networks  Federated learning  Byzantine attack  dropout defense  robust aggregation  
Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800
作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang
收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06
Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting  
Prioritized Assignment With Task Dependency in Collaborative Mobile Edge Computing 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 13505-13521
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Shi, Jinglin
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Task analysis  Delays  Servers  Collaboration  Quality of service  Cloud computing  Optimization  Average satisfaction degree  collaborative mobile edge computing  Monte Carlo tree search  prioritized assignment  task dependency  
Age of Information Based Client Selection for Wireless Federated Learning With Diversified Learning Capabilities 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 14934-14945
作者:  Dong, Liran;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Zhang, Yu
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Training  Computational modeling  Servers  Data models  Wireless communication  Mobile computing  Accuracy  Federated learning (FL)  age of information (AoI)  client selection  fairness scheduling  
GNN-Based Resource Allocation for Digital Twin-Enhanced Multi-UAV Radar Networks 期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: 13, 期号: 11, 页码: 3137-3141
作者:  Luo, Jihao;  Fei, Zesong;  Wang, Xinyi;  Zhao, Le;  Li, Bin;  Zhou, Yiqing
收藏  |  浏览/下载：15/0  |  提交时间：2024/12/06
Resource management  Autonomous aerial vehicles  Radar  Interference  Sensors  Signal to noise ratio  Servers  Unmanned aerial vehicles  radar sensing  digital twin  graph neural network  spectrum allocation  power control  
A Low-Complexity User-Preference-Aware Decentralized Coded Caching Based on User Pairing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 20, 页码: 33120-33132
作者:  Xing, Wang;  Liu, Ling;  Zhou, Yiqing;  Shi, Jinglin
收藏  |  浏览/下载：15/0  |  提交时间：2024/12/06
Unicast  Internet of Things  Servers  Probability distribution  Computational complexity  Tin  Simulation  Coded caching  computational complexity  delivery rate  individual user preferences  multicast  
FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda
收藏  |  浏览/下载：19/0  |  提交时间：2024/12/06
Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency  
Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:  Liu, Qingxiang;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Gao, Bo
收藏  |  浏览/下载：14/0  |  提交时间：2024/12/06
Predictive models  Forecasting  Servers  Correlation  Data models  Federated learning  Adaptation models  online learning  spatio-temporal correlation  traffic flow forecasting