Xiaoyan Hu

12 papers A* 4A 3Journal 5
YearRankTypeTitle / Venue / Authors
2025 A conf
A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models.
AISTATS
Xiaoyan Hu, Ho-fung Leung, Farzan Farnia
2025 A* conf
PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs.
ICML
Xiaoyan Hu, Ho-fung Leung, Farzan Farnia
2025 J jnl
PromptWise: Online Learning for Cost-Aware Prompt Assignment in Generative Models.
CoRR
Xiaoyan Hu, Lauren Pick, Ho-fung Leung, Farzan Farnia
2024 A* conf
An Information Theoretic Approach to Interaction-Grounded Learning.
ICML
Xiaoyan Hu, Farzan Farnia, Ho-fung Leung
2024 J jnl
An Information Theoretic Approach to Interaction-Grounded Learning.
CoRR
Xiaoyan Hu, Farzan Farnia, Ho-fung Leung
2024 J jnl
An Online Learning Approach to Prompt-based Selection of Generative Models.
CoRR
Xiaoyan Hu, Ho-fung Leung, Farzan Farnia
2024 J jnl
An Optimism-based Approach to Online Evaluation of Generative Models.
CoRR
Xiaoyan Hu, Ho-fung Leung, Farzan Farnia
2024 A* conf
Provably Efficient CVaR RL in Low-rank MDPs.
ICLR
Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason D. Lee
2023 A conf
A Tighter Problem-Dependent Regret Bound for Risk-Sensitive Reinforcement Learning.
AISTATS
Xiaoyan Hu, Ho-fung Leung
2023 A* conf
Provably (More) Sample-Efficient Offline RL with Options.
NeurIPS
Xiaoyan Hu, Ho-fung Leung
2023 J jnl
Provably Efficient CVaR RL in Low-rank MDPs.
CoRR
Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason D. Lee
2023 A conf
Provably Efficient Offline RL with Options.
AAMAS
Xiaoyan Hu, Ho-fung Leung