Experience

  1. Undergraduate Researcher

    CAD for GREAT Systems Lab, NYCU

    Research focuses on:

    • SFL (Spilt Federate Learning)
    • LoRA (Low-Rank Adaptation)
    • PEFT (Parameter-Efficient Fine-Tuning)

  2. Undergraduate Researcher

    Intelligent Edge/Fog Computing Alliance Lab, NYCU
    Led the development of HyperFedX, a novel framework combining explainable AI with federated learning to prevent free-rider behavior in distributed systems.

  3. Summer Research Intern

    EEG Lab, Swartz Center for Computational Neuroscience, UCSD
    Applied large language models to analyze EEG signals and eye-tracking data from the ZuCo dataset

Education

  1. BSc Electronics and Electrical Engineering

    National Yang Ming Chiao Tung University
    Research focuses include Federated Learning, XAI, and Spilt Federate Learning techniques.
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