I am broadly interested in theory and application of machine learning. I have also done researches in non-convex optimization and its application in signal and image processing. Specifically, my research topics are
Mathematical theory for neural network models
Model reduction with machine learning methods
Besides, I am also interested in understanding adversarial samples and improving adversarial robustness for neural network models.