Xu Cai
7 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(4)
Optimization
(4)
Computer Vision
(3)
Deep Learning
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Generation
(3)
Learning Types
(3)
Models
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Application Areas
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Keywords
reproducing kernel hilbert space
(3)
regret bound
(3)
gaussian process
(2)
diffusion model
(2)
bandit optimization
(2)
kernel methods
(2)
bayesian optimization
(2)
maximum likelihood
(1)
maximum likelihood estimation
(1)
total variation
(1)
bayesian quadrature
(1)
black-box function
(1)
lower bound
(1)
energy-based model
(1)
controllable generation
(1)
image fidelity
(1)
kernelized bandit
(1)
normalizing constant
(1)
gating mechanism
(1)
visual realism
(1)
Papers
DynFusion: Rethinking Condition Fusion for Adaptive Multi-Conditional Text-to-Image Generation
CVPR 2026
FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation
ICML 2025
Lower Bounds for Time-Varying Kernelized Bandits
AISTATS 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