- Virtual Screening for Drug Discovery
- Advisor: Dr. Anthony Gitter.
- Molecule discrimination and generation.
- Molecule represention.
- Reinforced multi-task learning.
- An integrated website for online molecule discimination/generation.
- More details to be added.
- Exploring Gradient Diversity, Model Capacity, Adversarial Attack
- Graph Representation
- Facebook, 2016 Summer
- Software Engineering Internship
- With full-time return offer.
- HCR Co, 2015
- Under the guidance of Chief Technical Director, Dr. Liang Ma.
- Applied Bloom Filter for fast search among one billion items of data.
- Utilized K-means, K-means++, bisecting K-means and Canopy K-means for comparison.
- Compared the clustering validity by five common validity indices.
- Presented the final results in data visualization by ECharts and Baidu Map.
- Presentation slides can be found here
- Reviewer for ISMB-ECCB 2019, NeurIPS 2019.
- I am doing some academia paper cleaning works. Feel free to make any contributions.
- First Prize, Microsoft College Code Competition(MSFT3C) in year 2015, 2016.
- TA for CS 564, UW-Madison, 2016 Spring – Database Management Systems: Design and Implementation.
- Third Prize, 2015 ACM-ICPC North Central Regional.