Huibin Shen
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(6)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AUTOML (3)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
bayesian optimization
(3)
hyperparameter optimization
(2)
transfer learning
(2)
quantile regression
(1)
time series forecasting
(1)
early stopping
(1)
hyperparameter tuning
(1)
gaussian copula
(1)
probabilistic forecasting
(1)
search space
(1)
automated machine learning
(1)
overfitting prevention
(1)
validation error
(1)
optimal termination
(1)
quantile forecast
(1)
black-box optimization
(1)
point forecast
(1)
ensemble learning
(1)
neural architecture search
(1)
Papers
Obeying the Order: Introducing Ordered Transfer Hyperparameter Optimization
AUTOML 2025
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
AISTATS 2025
AutoGluon–TimeSeries: AutoML for Probabilistic Time Series Forecasting
AUTOML 2023
Automatic Termination for Hyperparameter Optimization
AUTOML 2022
A Quantile-based Approach for Hyperparameter Transfer Learning
ICML 2020
Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning
NIPS 2019