Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series. - Rui Xie 002; Zengyan Wang; Shuyang Bai; Ping Ma 001; Wenxuan Zhong (AISTATS, 2019)

Representations of hermite processes using local time of intersecting stationary stable regenerative sets. - Shuyang Bai (J. Appl. Probab., 2020)

Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data. - Rui Xie 002; Shuyang Bai; Ping Ma 001 (CoRR, 2023)

On estimation and order selection for multivariate extremes via clustering. - Shiyuan Deng; He Tang; Shuyang Bai (J. Multivar. Anal., 2025)

Graph Canonical Correlation Analysis. - Hongju Park; Shuyang Bai; Zhenyao Ye; Hwiyoung Lee; Tianzhou Ma; Shuo Chen (CoRR, 2025)