Xiaobin Huang
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(5)
Optimization
(5)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Reinforcement Learning
(2)
Core AI
(2)
Learning Types
(2)
Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Generation
(1)
Keywords
bayesian optimization
(3)
monte carlo tree search
(2)
transfer learning
(1)
hyperparameter optimization
(1)
model architecture
(1)
kernel density estimation
(1)
curse of dimensionality
(1)
high-dimensional optimization
(1)
multi-objective optimization
(1)
distributionally robust optimization
(1)
cumulative regret
(1)
black-box function
(1)
multimodal dataset
(1)
search space transfer
(1)
multi-objective reinforcement learning
(1)
policy network
(1)
offline optimization
(1)
scene synthesis
(1)
pareto front
(1)
search algorithm
(1)
Papers
MajutsuCity: Language-driven Aesthetic-adaptive City Generation with Controllable 3D Assets and Layouts
CVPR 2026
Pareto Set Learning for Multi-Objective Reinforcement Learning
AAAI 2025
Monte Carlo Tree Search based Space Transfer for Black Box Optimization
NeurIPS 2024
Offline Multi-Objective Optimization
ICML 2024
Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density Estimation
AAAI 2024
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
NeurIPS 2022