Research

Research Interests

• Efficient machine learning systems (training/inference on parallel/distributed/heterogeneous hardware)
• AI algorithm-hardware Co-design (GPU)
• Effective efficiency algorithms (model compression, data efficiency, parameter-efficient tuning, etc.)
• Large-scale DL/AI applications (Large Language Model, Agent, Image/Video Generation, DLRM, etc.)