Binxin Ru
13 papers · 2018–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Academic Marathon
(5)
π
Interdisciplinary Bridge
π
Grand Slam
π₯
Unstoppable
(6)
π
Century Club
(13)
Conferences
ICML (4)
ICLR (3)
AAAI (2)
NIPS (2)
AUTOML (1)
WACV (1)
Top co-authors
Keywords
neural architecture search
(4)
bayesian optimisation
(4)
bayesian optimization
(4)
hyperparameter optimization
(2)
expected improvement
(1)
kernel design
(1)
sample efficiency
(1)
gaussian process
(1)
ensemble learning
(1)
elo rating
(1)
kernel learning
(1)
high-dimensional optimization
(1)
regret bound
(1)
hyperparameter tuning
(1)
multi-armed bandit
(1)
black-box optimization
(1)
online algorithm
(1)
surrogate model
(1)
graph kernel
(1)
reinforcement learning
(1)
Papers
Bayesian Optimisation of Functions on Graphs
NIPS 2023
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS βCold-Startβ
AAAI 2023
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
NIPS 2023
Approximate Neural Architecture Search via Operation Distribution Learning
WACV 2022
Bayesian Generational Population-Based Training
AUTOML 2022
Learning to Identify Top Elo Ratings: A Dueling Bandits Approach
AAAI 2022
On Redundancy and Diversity in Cell-based Neural Architecture Search
ICLR 2022
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces
ICML 2021
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels
ICLR 2021
BayesOpt Adversarial Attack
ICLR 2020
Bayesian Optimisation over Multiple Continuous and Categorical Inputs
ICML 2020
Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation
ICML 2019
Fast Information-theoretic Bayesian Optimisation
ICML 2018