Welocome to Frank Wan's Home
Teaching:
- CSCE636 Fall'20: Deep Learning (Grad)
- CSCE625 Spring'19: Artificial Intelligence (Grad)
- CSCE421 Spring'21: Machine Learning (Undergrad)
- CSCE420 Fall'18, Spring'20: Artificial Intelligence (Undergrad)
- CSCE313 Summer'19, Summer'20: Linux OS Programming
- CSCE206 Spring'18, Fall'19: C Programming Labs
- CSCE121 Summer'19: C++ Programming
Research:
Advisor: Dr. Yoonsuck Choe
- Deep neural modelization in CV and NLP
- Optimization
Publications:
- AdjointBackMap: Reconstructing Effective Decision Hypersurfaces from CNN Layers Using Adjoint Operators (Arxiv Preprint)
- Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model, AAAI 2020 (Student Abstract, Accepted).
- Bitcoin Volatility Forecasting: A Comparative Study of GARCH Model and Machine Learning Method, AAEA 2019 (Accepted)