Zheng, Vincent Zhihao

1. MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting
   2024/10/11 by Vincent Zhihao Zheng, Zheng, Vincent Zhihao, Lijun Sun +1 · 4 citations
   Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting
   2022/12/10 by Seongjin Choi, Nicolas Saunier, Choi, Seongjin +6 · 2 citations
   Decision Sciences · Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
3. Beyond Naïve Prompting: Strategies for Improved Zero-shot Context-aided Forecasting with LLMs
   2025/08/13 by Ashok, Arjun, Williams, Andrew Robert, Zheng, Vincent Zhihao +5 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Multivariate Probabilistic Time Series Forecasting with Correlated Errors
   2024/02/01 by Zheng, Vincent Zhihao, Sun, Lijun · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Better Batch for Deep Probabilistic Time Series Forecasting
   2023/05/26 by Zheng, Vincent Zhihao, Choi, Seongjin, Sun, Lijun · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)