Counterfactual Generative Models for Time-Varying Treatments. - Shenghao Wu; Wenbin Zhou 002; Minshuo Chen; Shixiang Zhu (KDD, 2024)

Hierarchical Spatio-Temporal Uncertainty Quantification for Distributed Energy Adoption. - Wenbin Zhou 002; Shixiang Zhu; Feng Qiu; Xuan Wu (CoRR, 2024)

Recurrent Neural Goodness-of-Fit Test for Time Series. - Aoran Zhang; Wenbin Zhou 002; Liyan Xie; Shixiang Zhu (AISTATS, 2025)

Sequential Change Point Detection via Denoising Score Matching. - Wenbin Zhou 002; Liyan Xie; Zhigang Peng; Shixiang Zhu (CoRR, 2025)

Conformalized Decision Risk Assessment. - Wenbin Zhou 002; Agni Orfanoudaki; Shixiang Zhu (CoRR, 2025)

When Robustness Meets Conservativeness: Conformalized Uncertainty Calibration for Balanced Decision Making. - Wenbin Zhou 002; Shixiang Zhu (CoRR, 2025)