Xiangdong Huang
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
foundation model
(2)
scalability
(1)
pretraining
(1)
time series forecasting
(1)
autoregressive model
(1)
next-token prediction
(1)
position embedding
(1)
pre-trained transformer
(1)
few-shot generalization
(1)
large language model
(1)
generative task
(1)
in-context forecasting
(1)
zero-shot
(1)
multivariate
(1)
causal
(1)
timeattention
(1)
large time series models
(1)
continuous-valued time series
(1)
generative forecasting
(1)
just-in-time inference
(1)
Papers
Sundial: A Family of Highly Capable Time Series Foundation Models
ICML 2025
Timer-XL: Long-Context Transformers for Unified Time Series Forecasting
ICLR 2025
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models
NeurIPS 2024
Timer: Generative Pre-trained Transformers Are Large Time Series Models
ICML 2024