Project

2026

• Benchmarking Supervised and Self-Supervised Mortality Risk Prediction Models on ECG Data
  ML in Healthcare, Deep Survival Analysis, PyTorch, PyCox
• A Hybrid Approach for Detecting AI-Generated Text in English
  NLP, DeBERTa-v3-base, DNA-DetectLLM, PyTorch

2025

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

2024

• The Price is Right
  Full Stack, Web Development, Java, Spring Boot, React, RESTful API, Google Cloud, eBay API