Guangya Wan ☕️

👋 Hi, there! I’m Guangya Wan,

Thanks for visiting my personal page!

Please Check out my resumé and Project (and my favoriate pictures taken during my road trip!) below to learn more about my background. Also I am occasionally updating something interesting about my personal life here !

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Automatic Differentiation and Optimization Package Development

Automatic Differentiation and Optimization Package Development

Employ automatic differtiation and optimizers from scrach and published the package in pypi

Enhance Pretrained Model with Multiple Knowledge Integration

Enhance Pretrained Model with Multiple Knowledge Integration

Enhance pretrained large language models to for multi-label prediction in healthcare context

Improving Fairness in Emergency Hospital Admission

Improving Fairness in Emergency Hospital Admission

Developed Multicalibrated Fairness methods and applied on Hospital admisison data

Machine Learning in Prostate Cancer

Machine Learning in Prostate Cancer

Build Machine Learning Models to predict Lymph-Node Metasis using NLP-based extracted features

Predicting the Ourbreak of WestNile Virus with Social-economical Factors

Predicting the Ourbreak of WestNile Virus with Social-economical Factors

Machine Learning models to explain and predict the outbreak virus

Subjectivity Analysis of Clinical Notes

Subjectivity Analysis of Clinical Notes

Using Large Language Model to predict the subjectivity of clinical notes