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Yi-Kai Liu (Fed)

Computer Scientist

Yi-Kai Liu is a researcher specializing in quantum computation, cryptography and machine learning. His contributions include theoretical work on quantum algorithms and computational complexity; techniques for characterizing experimental quantum information processors using compressed sensing; and the development of NIST standards for post-quantum cryptography. He also served as co-director of QuICS, the NIST-UMD Joint Center for Quantum Information and Computer Science, from 2020 to 2025. 

Awards

Excellence in Research Award in Computer Science, Washington Academy of Sciences (2025)

Publications

Quantum Wave Atom Transforms

Author(s)
Marianna Podzorova, Yi-Kai Liu
This paper constructs the first efficient implementation of a quantum wavelet packet transform with a 'parabolic scaling' tree structure, sometimes called a...

Status Report on the Second Round of the Additional Digital Signature Schemes for the NIST Post-Quantum Cryptography Standardization Process

Author(s)
Dustin Moody, Gorjan Alagic, Maxime Bros, Pierre Ciadoux, Quynh Dang, Thinh Dang, John Kelsey, Jacob Lichtinger, Yi-Kai Liu, Carl Miller, Rene Peralta, Ray Perlner, Angela Robinson, Hamilton Silberg, Daniel Smith-Tone, Noah Waller
NIST is in the process of evaluating public-key digital signature algorithms for potential standardization to protect sensitive information into the foreseeable...

Patents (2018-Present)

Created July 30, 2019, Updated July 14, 2025
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