Ziyu Guo

Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting

Weiyang Kong, Ziyu Guo, Yubao Liu · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 64 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +17

SGNN: A Graph Neural Network Based Federated Learning Approach by Hiding Structure

Guangxu Mei, Ziyu Guo, Shijun Liu et al. · 2019 · 48 citations

Geometric Learning, Engineering, Machine Learning +19

Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training

Ziyu Guo, Renrui Zhang, Longtian Qiu et al. · 2023 · 47 citations · Full text

Geometric Learning, Engineering, Machine Learning +17

SGDAN—A Spatio-Temporal Graph Dual-Attention Neural Network for Quantified Flight Delay Prediction

Ziyu Guo, Guangxu Mei, Shijun Liu et al. · Sensors · 2020 · 18 citations · Full text

Graph Neural Network, Network Science, Machine Learning +15

Transient deformation of a viscoelastic capsule in a cross-slot microchannel: effects of inertia and membrane viscosity

Ruixin Lu, Ziyu Guo, Peng Yu et al. · Journal of Fluid Mechanics · 2023 · 12 citations · Full text