Project

2025

• Which Side Should We Scale? Revisiting Parameter Balance in Vision-Language Models (Ongoing)
  Vision-Language Models, Dual-Encoder Architecture, ViT, GPT-2, Model Efficiency, HuggingFace, Python
• Interpretable and Explainable Classification for Medical Data
  Interpretable and explainable ML, Healthcare, SHAP, Integrated Gradients, Grad-CAM, CNN, Data Preprocessing, PyTorch
• Time Series Modeling for Mortality Predictions
  Data Preprocessing, Representation Learning, Healthcare, Python, Pytorch
• Interactive Visual Analysis Empower Relation-Discovery
  Data Visualization, Interactive Design, Python, React, FastAPI, D3.js
• Interactive Data Analysis Tool for Diabetes Risk in Healthcare
  code available, Data Visualization, Interactive Design, Healthcare, Python, FastAPI, Vue
• Analysis of Software Dependency Networks
  code available, Network Analysis, Python, networkx
• Summary of Machine Learning and Deep Learning Assignments
  Machine Learning, Deep Learning, PyTorch, numpy, CUDA

2024

• The Price is Right
  code available, Web App, Java, JavaScript, Spring Boot, React, RESTful API, Google Cloud, eBay API