Job title:
Simons Quantum Postdoctoral Fellow
Research area:
Bio:
Year Appointed: 2024
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
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Jiaqi Leng, Joseph Li, Yuxiang Peng, and Xiaodi Wu, Expanding hardware-efficiently manipulable Hilbert space via Hamiltonian embedding, Preprint, 2024
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Brandon Augustino, Jiaqi Leng, Giacomo Nannicini, Tamás Terlaky and Xiaodi Wu, A quantum central path algorithm for linear optimization, Preprint, 2023
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Jiaqi Leng, Yufan Zheng, and Xiaodi Wu, A quantum-classical performance separation in nonconvex optimization, Preprint, 2023
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Jiaqi Leng, Ethan Hickman, Joseph Li, and Xiaodi Wu, Quantum Hamiltonian Descent, Preprint, 2023
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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
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Andrew M Childs, Jiaqi Leng, Tongyang Li, Jin-Peng Liu and Chenyi Zhang, Quantum simulation of real-space dynamics, Quantum, 35 (2022) 4707--4721.
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Chenyi Zhang, Jiaqi Leng, and Tongyang Li, Quantum algorithms for escaping from saddle points, Quantum, 2021
Research interests:
Quantum algorithms for optimization and scientific computing.
