Binxin Ru
13 papers · 2018–2023 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20)
🏆
Grand Slam
🏆
Keyword Champion
(6)
🗃️
Keyword Collector
(50)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(12)
Optimization & Theory
(12)
Artificial Intelligence
(5)
Mathematics & Optimization
(5)
Optimization
(5)
Deep Learning
(4)
Core Methods
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Core AI
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Bayesian & Probabilistic
(1)
Keywords
bayesian optimisation
(6)
neural architecture search
(6)
bayesian optimization
(4)
gaussian process
(2)
hyperparameter optimization
(2)
graph kernel
(2)
ensemble learning
(1)
black-box optimization
(1)
sample efficiency
(1)
query efficiency
(1)
kernel learning
(1)
black-box attack
(1)
elo rating
(1)
expected improvement
(1)
network architecture
(1)
adversarial attack
(1)
hyperparameter tuning
(1)
kernel design
(1)
high-dimensional optimization
(1)
model selection
(1)
Papers
Bayesian Optimisation of Functions on Graphs
NeurIPS 2023
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
NeurIPS 2023
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start”
AAAI 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
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels
ICLR 2021
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces
ICML 2021
Bayesian Optimisation over Multiple Continuous and Categorical Inputs
ICML 2020
BayesOpt Adversarial Attack
ICLR 2020
Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation
ICML 2019
Fast Information-theoretic Bayesian Optimisation
ICML 2018