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Faculty of Science and Tech...
4
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1
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JIA Weijia
2
LEE ShuTak
1
GUO Jianxiong
1
XIE Fang
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6
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2024
2
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2022
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Deep neural networks
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Fractal and Fractional
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DNN acceleration in vehicle edge computing with mobility-awareness: A synergistic vehicle–edge and edge–edge framework
Journal article
Computer Networks,2024, volume: 251
Authors:
Zheng, Yuxin
;
Cui, Lin
;
Tso, Fung Po
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View/Download:16/0
  |  
Submit date:2024/09/04
Deep neural networks
Task partitioning
Vehicular edge computing
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning
Journal article
IEEE Transactions on Computational Social Systems,2024, volume: 11, issue: 2, pages: 2210-2221
Authors:
Chen, Tiantian
;
Yan, Siwen
;
Guo, Jianxiong
;
Wu, Weili
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View/Download:5/0
  |  
Submit date: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
Journal article
Fractal and Fractional,2023, volume: 7, issue: 4
Authors:
Wang, Luochao
;
Lee, Raymond S.T.
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View/Download:5/0
  |  
Submit date: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
Journal article
IEEE Journal of Biomedical and Health Informatics,2022, volume: 26, issue: 5, pages: 2216-2227
Authors:
Wang, Xiaofei
;
Xu, Mai
;
Zhang, Jicong
;
Jiang, Lai
;
Li, Liu
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View/Download:6/0
  |  
Submit date: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
Journal article
IEEE Transactions on Broadcasting,2022
Authors:
Shen, Wenhao
;
Zhou, Mingliang
;
Liao, Xingran
;
Jia, Weijia
;
Xiang, Tao
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View/Download:13/0
  |  
Submit date: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
Journal article
Neural Networks,2021, volume: 142, pages: 148-161
Authors:
Taheri, Mahsa
;
Xie, Fang
;
Lederer, Johannes
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View/Download:2/0
  |  
Submit date:2022/05/31
Deep learning
Neural networks
Prediction guarantees
Regularization