Pre-SMATS: A multi-task learning based prediction model for small multi-stage seasonal time series. - Shiling Wu; Dunlu Peng (Expert Syst. Appl., 2022)

Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection. - Zihan Wang 005; Siyang Song; Cheng Luo; Yuzhi Zhou; Shiling Wu; Weicheng Xie 001; Linlin Shen (CVPR Workshops, 2023)

Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection. - Zihan Wang 005; Siyang Song; Cheng Luo; Yuzhi Zhou; Shiling Wu; Weicheng Xie 001; Linlin Shen (CoRR, 2023)

Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification. - Wennuo Yang; Shiling Wu; Yuzhi Zhou; Cheng Luo; Xilin He; Weicheng Xie 001; Linlin Shen; Siyang Song (CoRR, 2025)

Variable-length time series classification: Benchmarking, analysis and effective spectral pooling strategy. - Shiling Wu; Siyang Song; Songhe Deng; Weicheng Xie 001; Linlin Shen (Inf. Fusion, 2026)