📊 Research Interests
My research focuses on
Edge Intelligence, including but not limited to World Models, Reinforcement Learning, Generative AI, Knowledge Distillation and Resource Management.
- Knowledge Distillation: Exploring Sample-Efficient Data-Free Knowledge Distillation.
- Reinforcement Learning Enhancements: Leveraging World Models to accelerate convergence and improve sample efficiency in complex environments.
- Generative AI: Diffusion Models and Generative Adversarial Networks.
- Resource Management: AI-driven Quality of Service (QoS) optimization in complex network.
