An intelligent approach to automatically discovering visual insights. - Yuhua Zhou; Xiyu Meng; Yanhong Wu; Tan Tang; Yongheng Wang; Yingcai Wu (J. Vis., 2023)

Revisiting the Design Patterns of Composite Visualizations. - Dazhen Deng; Weiwei Cui 001; Xiyu Meng; Mengye Xu; Yu Liao; Haidong Zhang; Yingcai Wu (IEEE Trans. Vis. Comput. Graph., 2023)

Multi-view Self-Supervised Contrastive Learning for Multivariate Time Series. - Yuhan Wu 005; Xiyu Meng; Yang He; Junru Zhang; Haowen Zhang; Yabo Dong; Dongming Lu (ACM Multimedia, 2024)

Effective LSTMs with seasonal-trend decomposition and adaptive learning and niching-based backtracking search algorithm for time series forecasting. - Yuhan Wu 005; Xiyu Meng; Junru Zhang; Yang He; Joseph A. Romo; Yabo Dong; Dongming Lu (Expert Syst. Appl., 2024)

Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting. - Yuhan Wu 005; Xiyu Meng; Huajin Hu; Junru Zhang; Yabo Dong; Dongming Lu (AAAI, 2025)

VIS4SL: A visual analytic approach for interpreting and diagnosing shortcut learning. - Xiyu Meng; Tan Tang; Yuhua Zhou; Zihan Yan; Dazhen Deng; Yongheng Wang; Yuhan Wu; Yingcai Wu (Knowl. Based Syst., 2025)