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
Bryan Hooi — most-cited papers & profile · Time Series
← authors
·
overview
Bryan Hooi
42
papers ·
150
citations ·
37
h-index
National University of Singapore
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Do We Really Need Graph Neural Networks for Traffic Forecasting?
2023 · 9 citations
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting
2023 · 6 citations
UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting
2024 · 2 citations
SSMF: Shifting Seasonal Matrix Factorization
2021
Top co-authors
Roger Zimmermann
· 2
Yuxuan Liang
· 2
Caiming Xiong
· 1
Chao Huang
· 1
Chenghao Liu
· 1
Doyen Sahoo
· 1
Gerald Woo
· 1
Hengchang Hu
· 1
Juncheng Liu
· 1
Junfeng Hu
· 1
Koki Kawabata
· 1
Mohit Wadhwa
· 1
Topics
Linear & Patch Models
Transformer Forecasters
Probabilistic
stat.AP
cs.NI
Foundation Models