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Yixiu Mao

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• Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
• Adaptive Neighborhood-Constrained Q Learning for Offline Reinforcement Learning
• Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning