Comprehensive learning particle swarm optimization enabled modeling framework for multi-step-ahead influenza prediction. - Siyue Yang; Yukun Bao (Appl. Soft Comput., 2021)

Sketched Ridgeless Linear Regression: The Role of Downsampling. - Xin Chen; Yicheng Zeng; Siyue Yang; Qiang Sun 007 (ICML, 2023)

Machine learning approaches for electronic health records phenotyping: a methodical review. - Siyue Yang; Paul Varghese; Ellen Stephenson; Karen Tu; Jessica L. Gronsbell (J. Am. Medical Informatics Assoc., 2023)

Reinforced Decoder: Towards Training Recurrent Neural Networks for Time Series Forecasting. - Qi Sima; Xinze Zhang; Yukun Bao; Siyue Yang; Liang Shen (CoRR, 2024)