Chenlu Ye
9 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(23)
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Keyword Champion
(2)
ποΈ
Keyword Collector
(50)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Reinforcement Learning
(5)
Core AI
(5)
Methods
(5)
Learning Types
(4)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Learning Paradigms
(1)
Mathematics
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
regret bound
(3)
uncertainty weighting
(2)
reinforcement learning
(2)
markov decision process
(2)
function approximation
(2)
contextual bandit
(2)
policy learning
(1)
preference learning
(1)
adversarial robustness
(1)
model uncertainty
(1)
ensemble method
(1)
reward function
(1)
kl regularization
(1)
variance
(1)
reinforcement learning from human feedback
(1)
minimax optimization
(1)
regret
(1)
human feedback
(1)
corruption robustness
(1)
offline reinforcement learning
(1)
Papers
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
ICML 2025
Logarithmic Regret for Online KL-Regularized Reinforcement Learning
ICML 2025
Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning
JMLR 2025
Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods
ICML 2025
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint
ICML 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
NeurIPS 2024
Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption
ICML 2024
Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes
ICML 2023
Corruption-Robust Offline Reinforcement Learning with General Function Approximation
NeurIPS 2023