Xu Cai
6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
ICML (3)
AAAI (2)
AISTATS (1)
Top co-authors
Keywords
kernel methods
(2)
gaussian process
(2)
bayesian optimization
(2)
reproducing kernel hilbert space
(2)
regret bound
(2)
bandit optimization
(2)
maximum likelihood estimation
(1)
bayesian quadrature
(1)
black-box function
(1)
lower bound
(1)
energy-based model
(1)
normalizing constant
(1)
visual realism
(1)
lenient regret
(1)
good-action identification
(1)
particle evolution
(1)
visual synthesis
(1)
wasserstein distance
(1)
normalizing constant estimation
(1)
robust optimization
(1)
Papers
Lower Bounds for Time-Varying Kernelized Bandits
AISTATS 2025
FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation
ICML 2025
Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization
AAAI 2024
Lenient Regret and Good-Action Identification in Gaussian Process Bandits
ICML 2021
On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization
ICML 2021
FRAME Revisited: An Interpretation View Based on Particle Evolution
AAAI 2019