Vincent Zhihao Zheng

According to our database, Vincent Zhihao Zheng authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Dynamic Modes as Time Representation for Spatiotemporal Forecasting.

Menglin Kong, Vincent Zhihao Zheng, Xudong Wang, Lijun Sun

CoRR, June, 2025

Probabilistic Traffic Forecasting with Dynamic Regression.

Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun

Transp. Sci., 2025

Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting.

Seongjin Choi, Nicolas Saunier, Vincent Zhihao Zheng, Martin Trépanier, Lijun Sun

Transp. Sci., 2025

2024

MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting.

Vincent Zhihao Zheng, Lijun Sun

CoRR, 2024

Multivariate Probabilistic Time Series Forecasting with Correlated Errors.

Vincent Zhihao Zheng, Lijun Sun

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Better Batch for Deep Probabilistic Time Series Forecasting.

Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Enhancing Deep Traffic Forecasting Models with Dynamic Regression.

Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun

CoRR, 2023