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Heming Zou

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• Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
• Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning
• Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning
• FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts