Yuchao Liu

Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation

Chao Liu, Xue Fu, Yu Wang et al. · IEEE Transactions on Information Forensics and Security · 2023 · 130 citations

Few-shot Learning, Data Limitations, Engineering +16

Semi-Supervised Specific Emitter Identification Method Using Metric-Adversarial Training

Xue Fu, Yang Peng, Yuchao Liu et al. · IEEE Internet of Things Journal · 2023 · 108 citations

Semi-supervised Learning, Artificial Intelligence, Engineering +13

A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices

Biao Dong, Yuchao Liu, Guan Gui et al. · IEEE Internet of Things Journal · 2022 · 46 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Ultralight Convolutional Neural Network for Automatic Modulation Classification in Internet of Unmanned Aerial Vehicles

Lantu Guo, Yu Wang, Yuchao Liu et al. · IEEE Internet of Things Journal · 2024 · 46 citations

ASTF: Visual Abstractions of Time-Varying Patterns in Radio Signals

Ying Zhao, Luhao Ge, Huixuan Xie et al. · IEEE Transactions on Visualization and Computer Graphics · 2022 · 33 citations

Engineering, Data Science, Multimedia Signal Processing +11