Welcome to Jinglei Cheng's (Jaycee's) Homepage

About

I received my Ph.D. in Computer Science from Purdue University in August 2024, under the supervision of Professor Xuehai Qian. Prior to that, I earned my Bachelor's Degree from Tsinghua University in 2018, where I worked with Professor Tianling Ren and Professor Shouyi Yin.

Before transferring to Purdue in Fall 2022, I spent four years (2018 to 2022) in the Viterbi School of Engineering at the University of Southern California as a Ph.D. student.

Research

The Quantum Secure Artificial Intelligence (QSAI) Group, led by Professor Junyu Liu at the University of Pittsburgh's Department of Computer Science, conducts research at the intersection of quantum computing, machine learning, communication, and sensing.

Our research focuses on three key areas:

1. Near-Term Quantum Algorithms: We investigate the fundamental principles of quantum machine learning algorithms that can operate on current noisy quantum machines. Our work includes hardware experiments and explores applications across various domains.
2. Fault-Tolerant Quantum Algorithms: We delve into quantum machine learning algorithms designed for future devices capable of quantum error correction.
3. Quantum Networks and Quantum Data Centers: Our research encompasses quantum security, quantum cryptography, and post-quantum cryptography.

For more information, please visit our group's webpage.

Education

• Purdue University. Ph.D. in Computer Science, 2022 ~ 2024
• University of Southern California. Ph.D. student in Electrical Engineering, 2018 ~ 2022 (Transferred to Purdue)
• University of Southern California. M.S. in Electrical Engineering, 2018 ~ 2020
• Tsinghua University. B.E. in Microelectronics, 2014 ~ 2018

Publications

Google Scholar Profile

Mini Library

Lecture Notes & Courses

• Quantum Computation - Caltech's quantum computation course by John Preskill
• Quantum Information Science I - Scott Aaronson's comprehensive notes on quantum computation
• Quantum Information Science II - Advanced quantum computing course notes by Scott Aaronson
• Quantum Computation - Berkeley course by Umesh Vazirani
• Qubits, Quantum Mechanics and Computers - Additional quantum computing notes by Umesh Vazirani
• Quantum Information Theory - Course materials by Mark M. Wilde
• Quantum Algorithms - Comprehensive lecture notes by Andrew Childs
• Surviving as a Quantum Computer in a Classical World - Textbook by Daniel Gottesman

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