Welcome to Tsui-Wei (Lily) Weng’s Homepage!

News! I will be joining UCSD as an assistant professor in Halıcıoğlu Data Science Institute with affiliation to Computer Science and Engineering Department. My research vision is to make the next generation AI systems and deep learning algorithms more robust, reliable, trustworthy and safer.

I’m open to collaborations with highly motivated students and post-doc researchers with strong machine learning and mathematical backgrounds! Please contact me with your CV and research experience once you have completed the form:

Education

Work experience

Research on Enhancing robustness of deep neural networks & AI safety

Research on Neural network robustness verification and certification (with provable guarantees)

Research on Neural network robustness evaluation and estimation

Research on Robust Regression and Robust PCA

Research on Uncertainty Quantification in silicon photonics

Research on Microwave circuits and Signal Integrity

Research on Combinatorics