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Jiaqi Leng
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Year
Quantum simulation of real-space dynamics
AM Childs, J Leng, T Li, JP Liu, C Zhang
Quantum 6, 860, 2022
352022
Quantum hamiltonian descent
J Leng, E Hickman, J Li, X Wu
arXiv preprint arXiv:2303.01471, 2023
222023
Quantum algorithms for escaping from saddle points
C Zhang, J Leng, T Li
Quantum 5, 529, 2021
222021
Differentiable analog quantum computing for optimization and control
J Leng, Y Peng, YL Qiao, M Lin, X Wu
Advances in Neural Information Processing Systems 35, 4707-4721, 2022
212022
Expanding Hardware-Efficiently Manipulable Hilbert Space via Hamiltonian Embedding
J Leng, J Li, Y Peng, X Wu
arXiv preprint arXiv:2401.08550, 2024
62024
A quantum central path algorithm for linear optimization
B Augustino, J Leng, G Nannicini, T Terlaky, X Wu
arXiv preprint arXiv:2311.03977, 2023
42023
A quantum-classical performance separation in nonconvex optimization
J Leng, Y Zheng, X Wu
arXiv preprint arXiv:2311.00811, 2023
42023
QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian Descent
S Kushnir, J Leng, Y Peng, L Fan, X Wu
INFORMS Journal on Computing, 2024
22024
On the Computational Complexity of Schr\" odinger Operators
Y Zheng, J Leng, Y Liu, X Wu
arXiv preprint arXiv:2411.05120, 2024
2024
Differentiable Quantum Computing for Large-scale Linear Control
C Clayton, J Leng, G Yang, YL Qiao, MC Lin, X Wu
arXiv preprint arXiv:2411.01391, 2024
2024
Quantum Algorithms for Nonconvex Optimization: Theory and Implementation
J Leng
University of Maryland, College Park, 2024
2024
System and method for optimization using quantum hamiltonian descent
X Wu, L Jiaqi, E Hickman, J Li
US Patent App. 18/140,760, 2023
2023
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