MIAO'S GROUP

Research Aim: (Less is More)

Our research is mainly focusing on ML/DL algorithm and system design, including:

• Efficient LLM

Quantization, Pruning, Distillation, Efficient Training, Continual Learning

• Trustworthy AI

Deep Learning Theory, Federated Learning

• AI Algorithm/System Co-design

MCU AI Engine; LLM Engine for Efficient Inference

• Applications

Egocentric VLM, GUI Agent, Embodied AI

Currently, my research interests are especially shifting to Efficient Foundation Models.