Shuyu Zhang

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 · 678 citations · Full text

Computing, Computer Science, Data Science +17

FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting

Chenhan Zhang, Shuyu Zhang, James J. Q. Yu et al. · IEEE Transactions on Industrial Informatics · 2021 · 184 citations

Computing, Computer Science, Machine Learning +16

Thermodynamic analysis of cavern and throttle valve in large-scale compressed air energy storage system

Shuyu Zhang, Huanran Wang, Ruixiong Li et al. · Energy Conversion and Management · 2019 · 62 citations

Engineering, Mechanical Engineering, Physics +14

FedGRU: Privacy-preserving Traffic Flow Prediction via Federated Learning

Yi Liu, Shuyu Zhang, Chenhan Zhang et al. · 2020 · 47 citations

Computing, Computer Science, Data Science +17

Process monitoring using recurrent Kalman variational auto-encoder for general complex dynamic processes

Zheng Zhang, Jinlin Zhu, Shuyu Zhang et al. · Engineering Applications of Artificial Intelligence · 2023 · 34 citations · Full text

Engineering, Industrial Engineering, Systems Engineering +16