Lily received her B.S. and M.S. degree in Electrical Engineering in 2011 and 2013, both from National Taiwan University, Taiwan. She had research experience in electromagnetic compatibility (EMC) on the topic of synthesizing broadband GHz common-mode filters in high-speed digital circuits. In the first three years at MIT (Sep 2013- Sep 2016), her research focus was on Uncertainty quantifications with applications in silicon photonic circuits. Starting from Sep 2016, she has shifted her research focus to non-convex optimization and machine learning. Specifically, she had experience on robust regression with mixed-integer optimization and non-negative matrix factorization. Currently, she is highly interested in the field of adversarial machine learning and studying the robustness of neural networks.