Job title: Simons Quantum Postdoctoral Fellow
Research area: Applied Mathematics
Research interests: Quantum algorithms for optimization and scientific computing
New affiliation: Department of of Computer Science, Virginia Tech
Email: jiaqil@vt.edu
Selected Publications:
- Samuel Kushnir, Jiaqi Leng, Yuxiang Peng, Lei Fan and Xiaodi Wu, QHDOPT: A software for nonlinear optimization with quantum Hamiltonian decent, Preprint, 2024
-
Jiaqi Leng, Joseph Li, Yuxiang Peng, and Xiaodi Wu, Expanding hardware-efficiently manipulable Hilbert space via Hamiltonian embedding, Preprint, 2024(link is external)
-
Brandon Augustino, Jiaqi Leng, Giacomo Nannicini, Tamás Terlaky and Xiaodi Wu, A quantum central path algorithm for linear optimization, Preprint, 2023(link is external)
-
Jiaqi Leng, Yufan Zheng, and Xiaodi Wu, A quantum-classical performance separation in nonconvex optimization, Preprint, 2023(link is external)
-
Jiaqi Leng, Ethan Hickman, Joseph Li, and Xiaodi Wu, Quantum Hamiltonian Descent, Preprint, 2023(link is external)
-
Jiaqi Leng, Yuxiang Peng, Yi-Ling Qiao, Ming Lin, and Xiaodi Wu, Differentiable analog quantum computing for optimization and control, Advances in Neural Information Processing Systems, 2022
-
Andrew M Childs, Jiaqi Leng, Tongyang Li, Jin-Peng Liu and Chenyi Zhang, Quantum simulation of real-space dynamics, Quantum, 35 (2022) 4707--4721.
-
Chenyi Zhang, Jiaqi Leng, and Tongyang Li, Quantum algorithms for escaping from saddle points, Quantum, 2021
