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Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks 期刊论文
CHINA COMMUNICATIONS, 2024, 页码: 13
作者:  Sun, Gangcan;  Sun, Jiwei;  Hao, Wanming;  Zhu, Zhengyu;  Ji, Xiang;  Zhou, Yiqing
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
eavesdropping  massive multiple input multiple output  mobile edge computing  partial of- floading  secure computation efficiency  
QoE-Driven Antenna Tuning in Cellular Networks With Cooperative Multi-Agent Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1186-1199
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong;  Zhang, Kaisa;  Liu, Qian;  Maimaiti, Saidiwaerdi;  Zuo, Peiliang
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Antenna tuning  multi-goal MARL  QoE/QoS mapping  self-optimization  
Collaboration of Heterogeneous Edge Computing Paradigms: How to Fill the Gap Between Theory and Practice 期刊论文
IEEE WIRELESS COMMUNICATIONS, 2024, 卷号: 31, 期号: 1, 页码: 110-117
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Pan, Zhengang;  Zhang, Haoyue
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Cloud computing  Delays  Collaboration  Edge computing  Uplink  Energy consumption  Task analysis  
A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition 期刊论文
NUTRIENTS, 2024, 卷号: 16, 期号: 2, 页码: 16
作者:  Sheng, Guorui;  Min, Weiqing;  Zhu, Xiangyi;  Xu, Liang;  Sun, Qingshuo;  Yang, Yancun;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
food recognition  lightweight  global feature  ViT  nutrition management  
How to Tame Mobility in Federated Learning Over Mobile Networks? 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 12, 页码: 9640-9657
作者:  Peng, Yan;  Tang, Xiaogang;  Zhou, Yiqing;  Hou, Yuenan;  Li, Jintao;  Qi, Yanli;  Liu, Ling;  Lin, Hai
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Federated learning  user mobility  resource allocation  convergence analysis  
Dynamic graph neural network-based fraud detectors against collaborative fraudsters 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 278, 页码: 12
作者:  Ren, Lingfei;  Hu, Ruimin;  Li, Dengshi;  Liu, Yang;  Wu, Junhang;  Zang, Yilong;  Hu, Wenyi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Telecom fraud detection  Collaborative fraud  Semi -supervised learning  Dynamic graph neural network  
Remote Collaborations in Metaverse under 5G Mobile Networks 期刊论文
IEEE COMMUNICATIONS MAGAZINE, 2023, 卷号: 61, 期号: 9, 页码: 16-22
作者:  Zhang, Xinyi;  Zhao, Huaiyi;  Zhou, Jianer;  Yang, Furong;  Liu, Shiyi;  Xie, Gaogang
收藏  |  浏览/下载：10/0  |  提交时间：2023/12/04
Geography  Metaverse  5G mobile communication  Extended reality  Collaboration  Real-time systems  Communications technology  
DiamondNet: A Neural-Network-Based Heterogeneous Sensor Attentive Fusion for Human Activity Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 11
作者:  Zhu, Yida;  Luo, Haiyong;  Chen, Runze;  Zhao, Fang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Convolutional denoising autoencoders (CDAEs)  global-attention mechanism  graph convolutional networks  human activity recognition (HAR)  multisensor modality  self-attention mechanism  
QoE Assessment Model Based on Continuous Deep Learning for Video in Wireless Networks 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: 22, 期号: 6, 页码: 3619-3633
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Quality of experience  Quality of service  Training  Data models  Wireless networks  Computational modeling  Mobile computing  Data-driven QoE assessment  continual deep learning  QoE  QoS mapping  wireless network  cascaded DNNs  
Network Pruning for Bit-Serial Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1597-1609
作者:  Zhao, Xiandong;  Wang, Ying;  Liu, Cheng;  Shi, Cong;  Tu, Kaijie;  Zhang, Lei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
AI accelerators  neural networks (NNs)  NN compression