Jinglei Cheng (J.C.)

Jinglei Cheng (J.C.)

I'm a CS PhD student at Purdue University. My research interests include quantum computing and computer architecture.

Variational quantum pulse learning

Published in 2022 IEEE International Conference on Quantum Computing and Engineering (QCE), 2022

This paper proposes variational quantum pulses (VQP), a novel paradigm to directly train quantum pulses for learning tasks, inspired by the promising performance of variational quantum circuits (VQC). VQP offers more control parameters and flexibility compared to VQC, as quantum pulses are lower than quantum gates in the stack of quantum computing. PDF