Concepedia

Shuyu Zhang

SZ

Statistics

Publications

12

Citations

1.1K

H-Index

11

Active since

1999

Affiliations

Southern University of Science and Technology(Current)

University of Technology Sydney

Nanyang Technological University

Heilongjiang University of Science and Technology

Shuyu Zhang is an author at Southern University of Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningComputer SciencePrivacyBusinessData PrivacyGraph TheoryFluid Dynamics

Publications per year

1999–2023

12

Publications

12

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

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 · 174 citations

Engineering, Machine Learning, Spatial Information Learning +20

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 · 56 citations

Electrical Engineering, Thermodynamic Analysis, Engineering +11

FedGRU: Privacy-preserving Traffic Flow Prediction via Federated Learning

Yi Liu, Shuyu Zhang, Chenhan Zhang et al. · 2020 · 44 citations

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 · 30 citations · Full text

Engineering, Machine Learning, Stochastic Processes +9

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