Chenlu Ye
9 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
Conferences
ICML (6)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
function approximation
(2)
uncertainty weighting
(2)
markov decision process
(2)
reinforcement learning
(2)
policy learning
(1)
corruption robustness
(1)
minimax optimization
(1)
reinforcement learning from human feedback
(1)
model uncertainty
(1)
reward function
(1)
human feedback
(1)
regret bound
(1)
contextual bandit
(1)
adversarial corruption
(1)
language model
(1)
uncertainty estimation
(1)
softmax regression
(1)
large language model
(1)
active learning
(1)
corruption-robust algorithm
(1)
Papers
Logarithmic Regret for Online KL-Regularized Reinforcement Learning
ICML 2025
Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods
ICML 2025
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
ICML 2025
Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning
JMLR 2025
Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption
ICML 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
NIPS 2024
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint
ICML 2024
Corruption-Robust Offline Reinforcement Learning with General Function Approximation
NIPS 2023
Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes
ICML 2023