My name is Xilin Duan, a recent graduate with a B.S. in Mathematics and Applied Mathematics.
My research interests include
Noisy & High-Dimensional Data Processing
- Ensemble Learning & Medical Classification
- Adaptive Feature Weighting
- Graph Neural Networks (GNNs) & Relation Topology
Technical Skills & Applications
- Python & PyTorch: I leverage these for end-to-end machine learning development—from data preprocessing and neural network architecture design for deep learning and ensemble models.
- MATLAB: I utilize MATLAB for numerical analysis, algorithm prototyping, and—most critically—for signal processing. It was essential in my ECG work for filtering, feature extraction, and initial data exploration.