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Gerald Woo — most-cited papers & profile · Time Series
← authors
·
overview
Gerald Woo
9
papers ·
249
citations ·
8
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
2022 · 111 citations
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting
2022 · 86 citations
Unified Training of Universal Time Series Forecasting Transformers
2024 · 32 citations
Learning Deep Time-index Models for Time Series Forecasting
2022 · 14 citations
UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting
2024 · 2 citations
GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
2024 · 2 citations
Pushing the Limits of Pre-training for Time Series Forecasting in the CloudOps Domain
2023 · 1 citations
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
2024 · 1 citations
Toto 2.0: Time Series Forecasting Enters the Scaling Era
2026
Top co-authors
Chenghao Liu
· 8
Doyen Sahoo
· 6
Akshat Kumar
· 5
Caiming Xiong
· 4
Juncheng Liu
· 3
Silvio Savarese
· 3
Steven Hoi
· 3
Doyen Sahoo
· 2
Taha Aksu
· 2
Ameet Talwalkar
· 1
Bryan Hooi
· 1
Chenghao Liu
· 1
Topics
Transformer Forecasters
Foundation Models
Linear & Patch Models
Anomaly Detection
Domain — Finance