Xiaobin Huang
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
AAAI (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
bayesian optimization
(3)
monte carlo tree search
(2)
transfer learning
(1)
hyperparameter optimization
(1)
kernel density estimation
(1)
curse of dimensionality
(1)
high-dimensional optimization
(1)
distributionally robust optimization
(1)
cumulative regret
(1)
black-box function
(1)
search space transfer
(1)
multi-objective reinforcement learning
(1)
policy network
(1)
pareto front
(1)
scalarized subproblem
(1)
subspace optimization
(1)
variable selection
(1)
black box optimization
(1)
black-box optimization
(1)
Papers
Pareto Set Learning for Multi-Objective Reinforcement Learning
AAAI 2025
Monte Carlo Tree Search based Space Transfer for Black Box Optimization
NIPS 2024
Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density Estimation
AAAI 2024
Offline Multi-Objective Optimization
ICML 2024
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
NIPS 2022