Research

Federated Learning

FL & Wireless Network

- - - Horizontal Federated Learning
    - Vertical Federated Learning
    - Federated Transfer Learning

5G-Advanced Network

UAV & Satellite

- - - Unmanned Aerial Systems
    - Satellite in 5G Core

Reconfigurable Intelligent Surface

Achievable rate enhancement
Service coverage extension
Deployment strategy in 3D scenarios

5G Mobile Network

5G Core & Access Network

- - - Software-Defined Networking
    - Network Functions Virtualization
    - Relay Network Planning
    - Mobile Central Office Re-architected as Datacenter (Mobile CORD, viz M-CORD)

Cloud, Fog & Edge Computing

Cloud Data Center

- - Virtual Machine Placement & Planning
  - Resource Prediction & Allocation
  - Task & Workload Offloading

IoT & Big Data

- - Wireless Sensor Network
  - Wireless Rechargeable Sensor Network
  - IoT Applications
  - Data Analytics

Artificial Intelligence

Learning & Recognition

- - Continual Learning / Incremental Learning
  - Data Condensation
  - Depthwise Separable Convolution
  - Face Emotion Recognition
  - Explainable AI

Machine Learning & Evolutionary Computing

Metaheuristics

- - Support Vector Machine
  - Genetic Algorithm
  - Particle Swarm Optimization
  - Ant Colony Optimization

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