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
Xiaowen Dong — most-cited papers & profile · Time Series
← authors
·
overview
Xiaowen Dong
6
papers ·
54
citations ·
21
h-index
University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Rough Transformers for Continuous and Efficient Time-Series Modelling
2024 · 3 citations
Graph Neural Networks for Forecasting Multivariate Realized Volatility with Spillover Effects
2023 · 2 citations
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching
2024
Top co-authors
\'Alvaro Arroyo
· 2
\'Alvaro Cartea
· 2
Fernando Moreno-Pino
· 2
Harrison Waldon
· 2
Chao Zhang
· 1
Mihai Cucuringu
· 1
Xingyue Pu
· 1
Topics
Transformer Forecasters
Linear & Patch Models
Domain — Finance
Domain — Healthcare