Yan Liang

Research Experience

SMART Lab, HKUST

2023.9 - 2024.6

Advisor: Prof. Hao CHEN and Cheng JIN, HKUST

  • Prepared and analyzed data for research projects, maintained pipelines for conducting experiments
  • Explored methods of leveraging generative models for data augmentation in medical images

Vision Group, HKUST

2024.6 - 2024.8

Advisor: Prof. Dan XU, HKUST

  • Developed novel methods for open-vocabulary image segmentation

GAEA, UIUC

2024.8 - Present

Advisor: Prof. Fan LAI, UIUC

  • Conduct research on machine learning systems, specializing in fine-tuning optimization for machine learning models
  • Design and develop a novel system to enhance model adaptation in learning-based systems