Enhancing Deep Traffic Forecasting Models with Dynamic Regression. - Vincent Zhihao Zheng; Seongjin Choi; Lijun Sun 001 (CoRR, 2023)

Better Batch for Deep Probabilistic Time Series Forecasting. - Vincent Zhihao Zheng; Seongjin Choi; Lijun Sun 001 (AISTATS, 2024)

Multivariate Probabilistic Time Series Forecasting with Correlated Errors. - Vincent Zhihao Zheng; Lijun Sun (NeurIPS, 2024)

MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting. - Vincent Zhihao Zheng; Lijun Sun (CoRR, 2024)

Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting. - Seongjin Choi; Nicolas Saunier; Vincent Zhihao Zheng; Martin Trépanier; Lijun Sun 001 (Transp. Sci., 2025)

Probabilistic Traffic Forecasting with Dynamic Regression. - Vincent Zhihao Zheng; Seongjin Choi; Lijun Sun 001 (Transp. Sci., 2025)

Dynamic Modes as Time Representation for Spatiotemporal Forecasting. - Menglin Kong; Vincent Zhihao Zheng; Xudong Wang; Lijun Sun (CoRR, 2025)