Cheng Xue

Postdoc, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center

Joined

January 2024

Names

Cheng Xue (Preferred)

ChengXue

Emails

****@iai.ustc.edu.cn (Confirmed)

****@qq.com

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Postdoc

Institute of Artificial Intelligence, Hefei Comprehensive National Science Center (iai.ustc.edu.cn)

2022 – Present

PhD student

Physics, University of Science and Technology of China (ustc.edu.cn)

2017 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Data-driven quantum dynamical embedding method for long-term prediction on near-term quantum computers
Tai-Ping Sun, Zhao-Yun Chen, Cheng Xue, Huan-Yu Liu, Xi-Ning Zhuang, Yun-Jie Wang, Shi-Xin Ma, Hai-Feng Zhang, Yu-Chun Wu, Guo-Ping Guo
- Physical Review A
- Readers: Everyone
Quantum Algorithm for Deep Neural Networks with Efficient I/O
Xiao-Fan Xu, Cheng Xue, Xi-Ning Zhuang, Yun-Jie Wang, Tai-Ping Sun, Yu Fang, Junchao Wang, Huan-Yu Liu, Yu-Chun Wu, Zhao-Yun Chen, Guo-Ping Guo
- Submitted to ICLR 2026
- Readers: Everyone
Simulation of open quantum systems on universal quantum computers
Huan-Yu Liu, Xiaoshui Lin, Zhao-Yun Chen, Cheng Xue, Tai-Ping Sun, Qing-Song Li, Xi-Ning Zhuang, Yun-Jie Wang, Yu-Chun Wu, Ming Gong, Guo-Ping Guo
- Quantum
- Readers: Everyone
Measurement information multiple-reuse allows deeper quantum transformer
Cheng Xue, Zhao-Yun Chen, Xiao-Fan Xu, Xi-Ning Zhuang, Tai-Ping Sun, Yun-Jie Wang, Junchao Wang, Huan-Yu Liu, Yu-Chun Wu, Zilei Wang, Guo-Ping Guo
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Quantum Encoding and Analysis on Continuous Time Stochastic Process with Financial Applications
Xi-Ning Zhuang, Zhao-Yun Chen, Cheng Xue, Yu-Chun Wu, Guo-Ping Guo
- Quantum
- Readers: Everyone
Quantum Dynamic Mode Decomposition Algorithm for High-Dimensional Time Series Analysis
Cheng Xue, Zhao-Yun Chen, Tai-Ping Sun, Xiao-Fan Xu, Si-Ming Chen, Huan-Yu Liu, Xi-Ning Zhuang, Yu-Chun Wu, Guo-Ping Guo
- Intelligent Computing
- Readers: Everyone
Quantum algorithm for solving a quadratic nonlinear system of equations
Cheng Xue, Xiao-Fan Xu, Yu-Chun Wu, Guo-Ping Guo
- Physical Review A
- Readers: Everyone
Quantum homotopy perturbation method for nonlinear dissipative ordinary differential equations
Cheng Xue, Yu-Chun Wu, Guo-Ping Guo
- New Journal of Physics
- Readers: Everyone
Quantum Newton’s Method for Solving the System of Nonlinear Equations
Cheng Xue, Yuchun Wu, Guoping Guo
- SPIN
- Readers: Everyone