Siqi Liu is a PhD student in the Theory Group at UC Berkeley, advised by Alessandro Chiesa. Siqi received her BA in computer science from UC Berkeley in 2018. She is interested in probabilistic proofs, spectral graph theory, and message passing algorithms.