Jiaqi Leng

Orcid: 0000-0002-9276-2832

Affiliations:
  • University of California, Berkeley, Simons Institute for the Theory of Computing, Berkeley, CA, USA
  • University of Maryland, College Park, MD, USA (PhD 2024)


According to our database1, Jiaqi Leng authored at least 13 papers between 2021 and 2025.

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Bibliography

2025
Quantum Optimization via Gradient-Based Hamiltonian Descent.
CoRR, May, 2025

Operator-Level Quantum Acceleration of Non-Logconcave Sampling.
CoRR, May, 2025

(Sub)Exponential Quantum Speedup for Optimization.
CoRR, April, 2025

Expanding Hardware-Efficiently Manipulable Hilbert Space via Hamiltonian Embedding.
Quantum, 2025

QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian Descent.
INFORMS J. Comput., 2025

2024
On the Computational Complexity of Schrödinger Operators.
CoRR, 2024

Differentiable Quantum Computing for Large-scale Linear Control.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
A quantum central path algorithm for linear optimization.
CoRR, 2023

A quantum-classical performance separation in nonconvex optimization.
CoRR, 2023

Quantum Hamiltonian Descent.
CoRR, 2023

2022
Quantum simulation of real-space dynamics.
Quantum, September, 2022

Differentiable Analog Quantum Computing for Optimization and Control.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Quantum algorithms for escaping from saddle points.
Quantum, 2021


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