Yi-Qi Hu
5 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Conference Pioneer
Top co-authors
Research topics
Keywords
hyperparameter optimization
(3)
automatic machine learning
(2)
derivative-free optimization
(2)
multi-armed bandit
(1)
upper confidence bound
(1)
optimization strategy
(1)
hyperparameter search
(1)
multi-fidelity optimization
(1)
directional model
(1)
reusable model
(1)
parameter inheritance
(1)
multi-fidelity evaluation
(1)
architecture tweaking
(1)
multiple-round training
(1)
tiny language models
(1)
transfer learning
(1)
tokenizer compression
(1)
algorithm selection
(1)
hyperparameter tuning
(1)
Papers
Rethinking Optimization and Architecture for Tiny Language Models
ICML 2024
Cascaded Algorithm-Selection and Hyper-Parameter Optimization with Extreme-Region Upper Confidence Bound Bandit
IJCAI 2019
Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion
AAAI 2019
Experienced Optimization with Reusable Directional Model for Hyper-Parameter Search
IJCAI 2018
Derivative-Free Optimization of High-Dimensional Non-Convex Functions by Sequential Random Embeddings
IJCAI 2016