Xiaoyan Hu
8 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (10)
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Cross-Pollinator
(9)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
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Grand Slam
Conferences
AISTATS (2)
ICML (2)
AAAI (1)
CVPR (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
sample efficiency
(1)
offline reinforcement learning
(1)
nonconvex optimization
(1)
convex optimization
(1)
convex relaxation
(1)
value iteration
(1)
alternating minimization
(1)
shape reconstruction
(1)
regret bound
(1)
camera pose
(1)
camera pose estimation
(1)
information-theoretic lower bound
(1)
risk-sensitive reinforcement learning
(1)
ucb-advantage algorithm
(1)
episodic md p
(1)
option framework
(1)
3d shape estimation
(1)
image enhancement
(1)
high dynamic range imaging
(1)
shape space
(1)
Papers
PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs
ICML 2025
A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models
AISTATS 2025
An Information Theoretic Approach to Interaction-Grounded Learning
ICML 2024
Provably Efficient CVaR RL in Low-rank MDPs
ICLR 2024
Provably (More) Sample-Efficient Offline RL with Options
NIPS 2023
A Tighter Problem-Dependent Regret Bound for Risk-Sensitive Reinforcement Learning
AISTATS 2023
MIEHDR CNN: Main Image Enhancement based Ghost-Free High Dynamic Range Imaging using Dual-Lens Systems
AAAI 2021
3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach
CVPR 2015