Awesome Time Series
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Vincent Zhihao Zheng — most-cited papers & profile · Time Series
← authors
·
overview
Vincent Zhihao Zheng
6
papers ·
4
citations ·
1
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multivariate Probabilistic Time Series Forecasting with Correlated Errors
2024 · 2 citations
Probabilistic Traffic Forecasting with Dynamic Regression
2023 · 1 citations
Better Batch for Deep Probabilistic Time Series Forecasting
2023 · 1 citations
Frequency-Constrained Learning for Long-Term Forecasting
2025
Dynamic Modes as Time Representation for Spatiotemporal Forecasting
2025
MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting
2024
Top co-authors
Lijun Sun
· 3
Lijun Sun
· 2
Menglin Kong
· 2
Seongjin Choi
· 2
Lijun Sun
· 1
Xudong Wang
· 1
Topics
Probabilistic
cs.LG
stat.ML
Transformer Forecasters