Yulin Zhou

Meta-Learned Dynamic Distillation for Automated Hyperparameter Optimization in Machine Learning Systems

2025 · Journal of Engineering Systems and Applications

We propose a meta-learned dynamic distillation framework for automated hyperparameter optimization in machine learning systems, which adaptively adjusts knowledge transfer intensity between teacher and student models during training. Traditional distillation methods rely on static intensity …