Yi Liu

Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach

Yi Liu, James J. Q. Yu, Jiawen Kang et al. · IEEE Internet of Things Journal · 2020 · 653 citations · Full text

A Secure Federated Learning Framework for 5G Networks

Yi Liu, Jialiang Peng, Jiawen Kang et al. · IEEE Wireless Communications · 2020 · 276 citations · Full text

Central Aggregator, Engineering, Information Security +19

Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework With UAV Swarms

Yi Liu, Jiangtian Nie, Xuandi Li et al. · IEEE Internet of Things Journal · 2020 · 207 citations · Full text

Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting

Chenhan Zhang, James J. Q. Yu, Yi Liu · IEEE Access · 2019 · 176 citations · Full text

Engineering, Machine Learning, Network Analysis +21

Exotic origin of the Chinese continental shelf: new insights into the tectonic evolution of the western Pacific and eastern China since the Mesozoic

Yaoling Niu, Yi Liu, Q. K. Xue et al. · Science Bulletin · 2015 · 156 citations · Full text

Engineering, East Asian Studies, Continental Tectonics +10