I am a undergraduate affliated with Secure learning Lab in University of Illinois, Urbana-Champaign.
Currently, I have the honor and privilege to work with Professor Bo Li in Department of Computer Science in UIUC.
I have focused on studying the robustness and security of models in various domains, such as computer vision and natural language processing.
Recently, I started to investigate the sparsification of neural networks and the intriguing properties of the glorious Stochastic Gradient Descent. For future, I am interested in bridging the gap between theory and practitioning.
Look for a way to detect manipulated videosInterval bound propagation pytorch
Exploring to train certified defense against adversarial attacks with limited resources by "tighter" objectiveLearning to Run
TRPO and DDPG implementation to teach robot to walk in simulations.Fake News Challenge
Detecting sentimental/semantic inconsistency in fake news.