Image 1

Interpreting County-Level COVID-19 Infections using Deep Learning for Time Series

2023 IEEE ICDH 3rd prize
[Project Website] [Paper]
Image 2

Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections

2024 AI4TS Workshop
[Code] [Paper]
Image 3

Validation, Robustness, and Accuracy of Perturbation-Based Sensitivity Analysis Methods for Time-Series Deep Learning Models

2024 AAAI Undergraduate Consortium [Paper]
Image 4

Large Language Model Fine-Tuning Codebase

UVA ILP Lab group effort [Codebase Link]
Image 5

Consistency of Large Language Model's political leanings

Personal Research [Code]
Image 6

Hallucination and Creative Writing: two sides of one coin

Personal Research