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Enhancing Collaborative Inference on Heterogeneous Edge Devices via Adaptive Ensemble Knowledge Distillation
期刊论文
IEEE Journal on Selected Areas in Communications,2025
作者:
Wu, Shangrui
;
Li, Yupeng
;
Wang, Wenhua
;
Guo, Jianxiong
;
Fan, Wentao
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2025/07/15
Deep Neural Networks
Edge Computing
Ensemble Learning
Industrial Internet of Things
DNN acceleration in vehicle edge computing with mobility-awareness: A synergistic vehicle–edge and edge–edge framework
期刊论文
Computer Networks,2024, 卷号: 251
作者:
Zheng, Yuxin
;
Cui, Lin
;
Tso, Fung Po
;
Li, Zhetao
;
Jia, Weijia
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2024/09/04
Deep neural networks
Task partitioning
Vehicular edge computing
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning
期刊论文
IEEE Transactions on Computational Social Systems,2024, 卷号: 11, 期号: 2, 页码: 2210-2221
作者:
Chen, Tiantian
;
Yan, Siwen
;
Guo, Jianxiong
;
Wu, Weili
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2024/05/07
Deep reinforcement learning (DRL)
generalization
graph neural networks (GNNs)
influence maximization (IM)
social network
Stock Index Return Volatility Forecast via Excitatory and Inhibitory Neuronal Synapse Unit with Modified MF-ADCCA
期刊论文
Fractal and Fractional,2023, 卷号: 7, 期号: 4
作者:
Wang, Luochao
;
Lee, Raymond S.T.
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2023/06/30
asymmetry Hurst exponent
deep learning
multifractal
neural networks
stock prediction
Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images
期刊论文
IEEE Journal of Biomedical and Health Informatics,2022, 卷号: 26, 期号: 5, 页码: 2216-2227
作者:
Wang, Xiaofei
;
Xu, Mai
;
Zhang, Jicong
;
Jiang, Lai
;
Li, Liu
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/09/05
Deep neural networks
diabetic retinopathy
multi-task learning
retinal fundus images
An End-to-End No-Reference Video Quality Assessment Method With Hierarchical Spatiotemporal Feature Representation
期刊论文
IEEE Transactions on Broadcasting,2022
作者:
Shen, Wenhao
;
Zhou, Mingliang
;
Liao, Xingran
;
Jia, Weijia
;
Xiang, Tao
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2022/05/05
deep neural network
Feature extraction
Neural networks
Quality assessment
spatiotemporal information
Spatiotemporal phenomena
Streaming media
Video quality assessment
Video recording
Visualization
Statistical guarantees for regularized neural networks
期刊论文
Neural Networks,2021, 卷号: 142, 页码: 148-161
作者:
Taheri, Mahsa
;
Xie, Fang
;
Lederer, Johannes
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  |  
浏览/下载:21/0
  |  
提交时间:2022/05/31
Deep learning
Neural networks
Prediction guarantees
Regularization
Fast deep learning training through intelligently freezing layers
会议论文
Proceedings - 2019 IEEE International Congress on Cybermatics: 12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019, Atlanta, GA, JUL 14-17, 2019
作者:
Xiao, Xueli
;
Mudiyanselage,Thosini Bamunu
;
Ji, Chunyan
;
Hu, Jie
;
Pan, Yi
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2025/07/07
Deep learning
Gradient descent
Intelligent freezing
Neural networks