Guangtao Zheng

I am a PhD candidate in Computer Science at University of Virginia, advised by Prof. Aidong Zhang.

My research centers on two primary objectives:

• Enhancing learning efficiency with limited data: Developing methods to improve model performance in low-data environments.
• Building robust models resistant to spurious patterns: Designing models that are robust to superficial or misleading correlations.

Application areas include:

• Designing machine learning models to learn high-quality genomic representations.
• Leveraging Generative AI for domain-specific information retrieval and knowledge discovery.

📣 I am actively seeking internship, full-time, or postdoctoral positions and would be happy to discuss any potential opportunities.