activity
20232026
most citedA quantum-classical performance separation in nonconvex optimization

1 citations · 3 across the 12 of their papers we have counts for

collaborators

12 papers

quant-ph2026

Rate-Fidelity Control for Wide-Area Quantum Links

Connor Clayton, Cory Nunn, Quinn Carmack +4

Quantum network links must distribute entanglement at high rates while satisfying application-specified fidelity demands. However, wide-area deployed fiber links suffer from polari…

quant-ph2026

Randomized Subsystem Descent for Fermion-to-Qubit Mapping

Gengzhi Yang, Di Wu, Haizhao Yang +2

We propose a versatile and efficient algorithmic framework for optimizing fermion-to-qubit mappings by generalizing the idea of randomized block coordinate descent. Our greedy appr…

quant-ph2026

Quantum Estimation of Non-Hermitian Pseudospectra

Gengzhi Yang, Jiaqi Leng, Xiaodi Wu +1

Non-Hermitian many-body systems can be spectrally unstable, so small perturbations may induce large eigenvalue shifts. The pseudospectrum quantifies this instability and provides a…

quant-ph2026

A Scalable Open-Source QEC System with Sub-Microsecond Decoding-Feedback Latency

Junyi Liu, Yi Lee, Yilun Xu +2

Quantum error correction (QEC) is essential for realizing large-scale, fault-tolerant quantum computation, yet its practical implementation remains a major engineering challenge. I…

quant-ph2026

Resource-efficient quantum simulation of transport phenomena via Hamiltonian embedding

Joseph Li, Gengzhi Yang, Jiaqi Leng +1

Transport phenomena play a key role in a variety of application domains, and efficient simulation of these dynamics remains an outstanding challenge. While quantum computers offer…

quant-ph2025

(Sub)Exponential Quantum Speedup for Optimization

Jiaqi Leng, Kewen Wu, Xiaodi Wu +1

We demonstrate provable (sub)exponential quantum speedups in both discrete and continuous optimization, achieved through simple and natural quantum optimization algorithms, namely…

quant-ph2024★ 1 cited

On the Computational Complexity of Schrödinger Operators

Yufan Zheng, Jiaqi Leng, Yizhou Liu +1

We study computational problems related to the Schrödinger operator in the real space under the condition that (i) the potential function is smooth and has its valu…

quant-ph2024

Differentiable Quantum Computing for Large-scale Linear Control

Connor Clayton, Jiaqi Leng, Gengzhi Yang +3

As industrial models and designs grow increasingly complex, the demand for optimal control of large-scale dynamical systems has significantly increased. However, traditional method…

quant-ph2024

Efficient Routing on Quantum Networks using Adaptive Clustering

Connor Clayton, Xiaodi Wu, Bobby Bhattacharjee

We introduce QuARC, Quantum Adaptive Routing using Clusters, a novel clustering-based entanglement routing protocol that leverages redundant, multi-path routing through multi-parti…

quant-ph2024

QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian Descent

Samuel Kushnir, Jiaqi Leng, Yuxiang Peng +2

We develop an open-source, end-to-end software (named QHDOPT), which can solve nonlinear optimization problems using the quantum Hamiltonian descent (QHD) algorithm. QHDOPT offers…

quant-ph2023★ 1 cited

A quantum central path algorithm for linear optimization

Brandon Augustino, Jiaqi Leng, Giacomo Nannicini +2

We propose a novel quantum algorithm for solving linear optimization problems by quantum-mechanical simulation of the central path. While interior point methods follow the central…

quant-ph2023★ 1 cited

A quantum-classical performance separation in nonconvex optimization

Jiaqi Leng, Yufan Zheng, Xiaodi Wu

In this paper, we identify a family of nonconvex continuous optimization instances, each -dimensional instance with local minima, to demonstrate a quantum-classical perfor…