Vincent Zhihao Zheng

12 papers A* 1A 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Overcoming the Modality Gap in Context-Aided Forecasting. CoRR Vincent Zhihao Zheng, Étienne Marcotte, Arjun Ashok, Andrew Robert Williams, Lijun Sun, Alexandre Drouin, Valentina Zantedeschi
2025	J	`jnl`	Beyond Naïve Prompting: Strategies for Improved Zero-shot Context-aided Forecasting with LLMs. CoRR Arjun Ashok, Andrew Robert Williams, Vincent Zhihao Zheng, Irina Rish, Nicolas Chapados, Étienne Marcotte, Valentina Zantedeschi, Alexandre Drouin
2025	J	`jnl`	Dynamic Modes as Time Representation for Spatiotemporal Forecasting. CoRR Menglin Kong, Vincent Zhihao Zheng, Xudong Wang, Lijun Sun
2025	J	`jnl`	Frequency-Constrained Learning for Long-Term Forecasting. CoRR Menglin Kong, Vincent Zhihao Zheng, Lijun Sun
2025	J	`jnl`	Probabilistic Traffic Forecasting with Dynamic Regression. Transp. Sci. Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2025	J	`jnl`	Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting. Transp. Sci. Seongjin Choi, Nicolas Saunier, Vincent Zhihao Zheng, Martin Trépanier, Lijun Sun
2024	A	`conf`	Better Batch for Deep Probabilistic Time Series Forecasting. AISTATS Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2024	J	`jnl`	MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting. CoRR Vincent Zhihao Zheng, Lijun Sun
2024	A*	`conf`	Multivariate Probabilistic Time Series Forecasting with Correlated Errors. NeurIPS Vincent Zhihao Zheng, Lijun Sun
2024	J	`jnl`	Multivariate Probabilistic Time Series Forecasting with Correlated Errors. CoRR Vincent Zhihao Zheng, Lijun Sun
2023	J	`jnl`	Better Batch for Deep Probabilistic Time Series Forecasting. CoRR Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2023	J	`jnl`	Enhancing Deep Traffic Forecasting Models with Dynamic Regression. CoRR Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun