activity
20142024
most citedVariational Quantum Algorithms

3.3k citations · 11.2k across the 70 of their papers we have counts for

collaborators

70 papers

quant-ph2024★ 16 cited

Virtual quantum resource distillation: General framework and applications

Ryuji Takagi, Xiao Yuan, Bartosz Regula +1

We develop the general framework of virtual resource distillation -- an alternative distillation strategy proposed in [Phys. Rev. Lett. 132, 050203 (2024)], which extends conventio…

quant-ph2023

Coreset selection can accelerate quantum machine learning models with provable generalization

Yiming Huang, Huiyuan Wang, Yuxuan Du +1

Quantum neural networks (QNNs) and quantum kernels stand as prominent figures in the realm of quantum machine learning, poised to leverage the nascent capabilities of near-term qua…

quant-ph2023★ 17 cited

Quantification of Entanglement and Coherence with Purity Detection

Ting Zhang, Graeme Smith, John A. Smolin +7

Entanglement and coherence are fundamental properties of quantum systems, promising to power near future quantum technologies, such as quantum computation, quantum communication an…

quant-ph2023★ 17 cited

Efficient Characterizations of Multiphoton States with an Ultra-thin Optical Device

Kui An, Zilei Liu, Ting Zhang +7

Metasurface enables the generation and manipulation of multiphoton entanglement with flat optics, providing a more efficient platform for large-scale photonic quantum information p…

quant-ph2023★ 26 cited

Virtual quantum resource distillation

Xiao Yuan, Bartosz Regula, Ryuji Takagi +1

Distillation, or purification, is central to the practical use of quantum resources in noisy settings often encountered in quantum communication and computation. Conventionally, di…

quant-ph2022★ 5 cited

Experimental investigation of quantum uncertainty relations with classical shadows

Lu Liu, Ting Zhang, Xiao Yuan +1

The quantum component in uncertainty relation can be naturally characterized by the quantum coherence of a quantum state, which is of paramount importance in quantum information sc…

quant-ph2021★ 21 cited

Schrödinger-Heisenberg Variational Quantum Algorithms

Zhong-Xia Shang, Ming-Cheng Chen, Xiao Yuan +2

Recent breakthroughs have opened the possibility to intermediate-scale quantum computing with tens to hundreds of qubits, and shown the potential for solving classical challenging…

quant-ph2021★ 140 cited

Implementation of a 46-node quantum metropolitan area network

Teng-Yun Chen, Xiao Jiang, Shi-Biao Tang +22

Quantum key distribution (QKD) enables secure key exchanges between two remote users. The ultimate goal of secure communication is to establish a global quantum network. The existi…

quant-ph2021★ 13 cited

Universal quantum algorithmic cooling on a quantum computer

Pei Zeng, Jinzhao Sun, Xiao Yuan

Quantum cooling, a deterministic process that drives any state to the lowest eigenstate, has been widely used from studying ground state properties of chemistry and condensed matte…

quant-ph2021★ 69 cited

Experimental quantum state measurement with classical shadows

Ting Zhang, Jinzhao Sun, Xiao-Xu Fang +3

A crucial subroutine for various quantum computing and communication algorithms is to efficiently extract different classical properties of quantum states. In a notable recent theo…

quant-ph2021★ 33 cited

Perturbative quantum simulation

Jinzhao Sun, Suguru Endo, Huiping Lin +3

Approximation based on perturbation theory is the foundation for most of the quantitative predictions of quantum mechanics, whether in quantum many-body physics, chemistry, quantum…

quant-ph2021★ 53 cited

Overlapped grouping measurement: A unified framework for measuring quantum states

Bujiao Wu, Jinzhao Sun, Qi Huang +1

Quantum algorithms designed for realistic quantum many-body systems, such as chemistry and materials, usually require a large number of measurements of the Hamiltonian. Exploiting…

quant-ph2021★ 124 cited

Efficient measure for the expressivity of variational quantum algorithms

Yuxuan Du, Zhuozhuo Tu, Xiao Yuan +1

The superiority of variational quantum algorithms (VQAs) such as quantum neural networks (QNNs) and variational quantum eigen-solvers (VQEs) heavily depends on the expressivity of…

quant-ph2021★ 7 cited

Exploiting anticommutation in Hamiltonian simulation

Qi Zhao, Xiao Yuan

Quantum computing can efficiently simulate Hamiltonian dynamics of many-body quantum physics, a task that is generally intractable with classical computers. The hardness lies at th…

quant-ph2021★ 6 cited

Low-depth Quantum State Preparation

Xiao-Ming Zhang, Man-Hong Yung, Xiao Yuan

A crucial subroutine in quantum computing is to load the classical data of complex numbers into the amplitude of a superposed -qubit state. It has been…

quant-ph2021★ 37 cited

Quantum Random Number Generation with Uncharacterized Laser and Sunlight

Yu-Huai Li, Xuan Han, Yuan Cao +8

The entropy or randomness source is an essential ingredient in random number generation. Quantum random number generators generally require well modeled and calibrated light source…

quant-ph2020★ 3 cited

One-shot dynamical resource theory

Xiao Yuan, Pei Zeng, Minbo Gao +1

A fundamental problem in resource theory is to study the manipulation of the resource. Focusing on a general dynamical resource theory of quantum channels, here we consider tasks o…

quant-ph2020★ 3.3k cited

Variational Quantum Algorithms

M. Cerezo, Andrew Arrasmith, Ryan Babbush +8

Applications such as simulating complicated quantum systems or solving large-scale linear algebra problems are very challenging for classical computers due to the extremely high co…

quant-ph2020★ 535 cited

Hybrid quantum-classical algorithms and quantum error mitigation

Suguru Endo, Zhenyu Cai, Simon C. Benjamin +1

Quantum computers can exploit a Hilbert space whose dimension increases exponentially with the number of qubits. In experiment, quantum supremacy has recently been achieved by the…

quant-ph2020★ 21 cited

Low-depth Hamiltonian Simulation by Adaptive Product Formula

Zi-Jian Zhang, Jinzhao Sun, Xiao Yuan +1

Various Hamiltonian simulation algorithms have been proposed to efficiently study the dynamics of quantum systems on a quantum computer. The existing algorithms generally approxima…

quant-ph2020★ 18 cited

Efficient estimation of multipartite quantum coherence

Qi-Ming Ding, Xiao-Xu Fang, Xiao Yuan +2

Quantification of coherence lies at the heart of quantum information processing and fundamental physics. Exact evaluation of coherence measures generally needs a full reconstructio…

quant-ph2020★ 331 cited

Single ion-qubit exceeding one hour coherence time

Pengfei Wang, Chun-Yang Luan, Mu Qiao +7

Realizing a long coherence time quantum memory is a major challenge of current quantum technology. Here, we report a single \Yb ion-qubit memory with over one hour coherence time,…

quant-ph2020★ 84 cited

Quantum simulation with hybrid tensor networks

Xiao Yuan, Jinzhao Sun, Junyu Liu +2

Tensor network theory and quantum simulation are respectively the key classical and quantum computing methods in understanding quantum many-body physics. Here, we introduce the fra…

quant-ph2020★ 92 cited

Mitigating realistic noise in practical noisy intermediate-scale quantum devices

Jinzhao Sun, Xiao Yuan, Takahiro Tsunoda +3

Quantum error mitigation (QEM) is vital for noisy intermediate-scale quantum (NISQ) devices. While most conventional QEM schemes assume discrete gate-based circuits with noise appe…