Vincent Zhihao Zheng

According to our database, Vincent Zhihao Zheng authored at least 12 papers between 2018 and 2026.

Collaborative distances:

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

2026

Overcoming the Modality Gap in Context-Aided Forecasting.

Vincent Zhihao Zheng, Étienne Marcotte, Arjun Ashok, Andrew Robert Williams, Lijun Sun, Alexandre Drouin, Valentina Zantedeschi

CoRR, March, 2026

2025

Beyond Naïve Prompting: Strategies for Improved Zero-shot Context-aided Forecasting with LLMs.

Arjun Ashok, Andrew Robert Williams, Vincent Zhihao Zheng, Irina Rish, Nicolas Chapados, Étienne Marcotte, Valentina Zantedeschi, Alexandre Drouin

CoRR, August, 2025

Frequency-Constrained Learning for Long-Term Forecasting.

Menglin Kong, Vincent Zhihao Zheng, Lijun Sun

CoRR, August, 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 37: 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

2022

Traffic Speed Estimation Based on Multi-Source GPS Data and Mixture Model.

Pu Wang, Zhiren Huang, Jiyu Lai, Vincent Zhihao Zheng, Yang Liu, Tao Lin

IEEE Trans. Intell. Transp. Syst., 2022

2018

Understanding coupling dynamics of public transportation networks.

Vincent Zhihao Zheng, Zhiren Huang, Fan Zhang, Pu Wang

EPJ Data Sci., 2018