Prediction of Air Pollution through Machine Learning Approaches on the Cloud. - Richard O. Sinnott; Ziyue Guan (BDCAT, 2018)

Hybrid Network Intrusion Detection with Stacked Sparse Contractive Autoencoders and Attention-based Bidirectional LSTM. - Jing Bi 001; Ziyue Guan; Haitao Yuan 001 (SMC, 2022)

Multi-indicator Water Quality Prediction with ProbSparse Self-attention and Generative Decoder. - Jing Bi 001; Chunhui Zhang; Haitao Yuan 001; Ziyue Guan; Junfei Qiao 001 (SMC, 2022)

Network Anomaly Detection with Stacked Sparse Shrink Autoencoders and Improved XGBoost. - Jing Bi 001; Ziyue Guan; Haitao Yuan 001; Jia Zhang 001 (SMC, 2023)

Multi-Classification Decision Fusion Based on Stacked Sparse Shrink AutoEncoder and GS-Tabnet for Network Intrusion Detection. - Ziqi Wang 011; Ziyue Guan; Xiangxi Wu; Jing Bi 001; Haitao Yuan 001; MengChu Zhou (CoDIT, 2024)

Improved network intrusion classification with attention-assisted bidirectional LSTM and optimized sparse contractive autoencoders. - Jing Bi 001; Ziyue Guan; Haitao Yuan 001; Jia Zhang 001 (Expert Syst. Appl., 2024)

Network Anomaly Detection With Stacked Sparse Shrink Variational Autoencoders and Unbalanced XGBoost. - Jing Bi 001; Ziyue Guan; Haitao Yuan 001; Jinhong Yang; Jia Zhang 001 (IEEE Trans. Sustain. Comput., 2025)