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TensorFHE plus : Fully Homomorphic Encryption Acceleration Based on Linear Algebra 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2026, 卷号: 75, 期号: 2, 页码: 612-627
作者:  Sun, Yintai;  Fan, Shengyu;  Yin, Zhenhua;  Song, Xinkai;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Xu, Weizhi;  Hou, Rui;  Meng, Dan;  Bian, Song;  Zhang, Mingzhe
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Polynomials  Kernel  Optimization  Vectors  Transforms  System-on-chip  Symbols  Servers  Pipelines  Linear accelerators  FHE  GPGPU  HPC  linear algebra  modulo  data layout  
SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2026, 卷号: 19, 期号: 1, 页码: 657-670
作者:  Feng, Libo;  Guo, Junwei;  Fang, Fake;  He, Zhenli;  Yu, Yimin;  Yao, Shaowen;  Peng, Xiaohui
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Training  Federated learning  Privacy  Computational modeling  Differential privacy  Data models  Convergence  Protection  Consensus protocol  Servers  Blockchain  edge-end-cloud devices  federated learning  committee consensus  differential privacy  
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11929-11945
作者:  Xiang, Xiang;  Ma, Jing;  Wu, Dongrui;  Zeng, Zhigang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Data models  Adaptation models  Cloud computing  Training  Predictive models  Image edge detection  Generators  Computational modeling  Servers  Model compression  Cloud-to-edge model compression  knowledge distillation  generative adversarial network  test-time adaptation  
ReflexPilot: Startup-Aware Dependent Task Scheduling Based on Deep Reinforcement Learning for Edge-Cloud Collaborative Computing 期刊论文
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2025, 卷号: 13, 期号: 2, 页码: 641-654
作者:  Zou, Wenhao;  Zhang, Zongshuai;  Wang, Nina;  Tian, Yu;  Tian, Lin
收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03
Servers  Optimal scheduling  Collaboration  Cloud computing  Scheduling algorithms  Containers  Computer architecture  Computational modeling  Resource management  Training  Edge-cloud collaborative computing  deep reinforcement learning  dependent task scheduling  startup latency  
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：58/0  |  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：34/0  |  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：61/0  |  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：54/0  |  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：38/0  |  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：33/0  |  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