10.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of SydneyAU198 papers
- Centre for Quantum Computation and Communication TechnologyAU120 papers
- UNSW SydneyAU97 papers
- Australian National UniversityAU88 papers
- Tsinghua UniversityCN80 papers
- Commonwealth Scientific and Industrial Research OrganisationAU75 papers
- Chinese Academy of SciencesCN74 papers
- Macquarie UniversityAU68 papers
- The University of MelbourneAU50 papers
- Data61AU43 papers
- ARC Centre of Excellence for Transformative Meta-Optical SystemsAU41 papers
- Nanyang Technological UniversitySG41 papers
20 papers · 2 filters
VSQL: Variational Shadow Quantum Learning for Classification
Guangxi Li, Zhixin Song, Xin Wang
Classification of quantum data is essential for quantum machine learning and near-term quantum technologies. In this paper, we propose a new hybrid quantum-classical framework for…
Fermion Sampling: a robust quantum computational advantage scheme using fermionic linear optics and magic input states
Michał Oszmaniec, Ninnat Dangniam, Mauro E. S. Morales +1
Fermionic Linear Optics (FLO) is a restricted model of quantum computation which in its original form is known to be efficiently classically simulable. We show that, when initializ…
Femtosecond Laser Writing of Spin Defects in Hexagonal Boron Nitride
Xingyu Gao, Siddhant Pandey, Mehran Kianinia +5
Optically active spin defects in wide-bandgap materials have many potential applications in quantum information and quantum sensing. Spin defects in two-dimensional layered van der…
Quantum complexity of minimum cut
Simon Apers, Troy Lee
The minimum cut problem in an undirected and weighted graph is to find the minimum total weight of a set of edges whose removal disconnects . We completely characterize the…
Symbolic Verification of Quantum Circuits
Mingsheng Ying, Zhengfeng Ji
This short note proposes a symbolic approach for representing and reasoning about quantum circuits using complex, vector or matrix-valued Boolean expressions. A major benefit of th…
Quantum circuit architecture search for variational quantum algorithms
Yuxuan Du, Tao Huang, Shan You +2
Variational quantum algorithms (VQAs) are expected to be a path to quantum advantages on noisy intermediate-scale quantum devices. However, both empirical and theoretical results e…
Robust and Efficient High-dimensional Quantum State Tomography
Markus Rambach, Mahdi Qaryan, Michael Kewming +3
The exponential growth in Hilbert space with increasing size of a quantum system means that accurately characterising the system becomes significantly harder with system dimension…
Quantum soundness of the classical low individual degree test
Zhengfeng Ji, Anand Natarajan, Thomas Vidick +2
Low degree tests play an important role in classical complexity theory, serving as basic ingredients in foundational results such as [BFL91] and the…
Tutorial: Gate-based superconducting quantum computing
Sangil Kwon, Akiyoshi Tomonaga, Gopika Lakshmi Bhai +2
In this tutorial, we introduce basic conceptual elements to understand and build a gate-based superconducting quantum computing system.
An HHL-Based Algorithm for Computing Hitting Probabilities of Quantum Random Walks
Ji Guan, Qisheng Wang, Mingsheng Ying
We present a novel application of the HHL (Harrow-Hassidim-Lloyd) algorithm -- a quantum algorithm solving systems of linear equations -- in solving an open problem about quantum r…
Quantum Circuit Transformation: A Monte Carlo Tree Search Framework
Xiangzhen Zhou, Yuan Feng, Sanjiang Li
In Noisy Intermediate-Scale Quantum (NISQ) era, quantum processing units (QPUs) suffer from, among others, highly limited connectivity between physical qubits. To make a quantum ci…
Robustness Verification of Quantum Classifiers
Ji Guan, Wang Fang, Mingsheng Ying
Several important models of machine learning algorithms have been successfully generalized to the quantum world, with potential speedup to training classical classifiers and applic…
Quantum Geometric Machine Learning for Quantum Circuits and Control
Elija Perrier, Christopher Ferrie, Dacheng Tao
The application of machine learning techniques to solve problems in quantum control together with established geometric methods for solving optimisation problems leads naturally to…
One-Shot Hybrid State Redistribution
Eyuri Wakakuwa, Yoshifumi Nakata, Min-Hsiu Hsieh
We consider state redistribution of a "hybrid" information source that has both classical and quantum components. The sender transmits classical and quantum information at the same…
Variational Quantum Singular Value Decomposition
Xin Wang, Zhixin Song, Youle Wang
Singular value decomposition is central to many problems in engineering and scientific fields. Several quantum algorithms have been proposed to determine the singular values and th…
Variational quantum Gibbs state preparation with a truncated Taylor series
Youle Wang, Guangxi Li, Xin Wang
The preparation of quantum Gibbs state is an essential part of quantum computation and has wide-ranging applications in various areas, including quantum simulation, quantum optimiz…
Qubit Mapping Based on Subgraph Isomorphism and Filtered Depth-Limited Search
Sanjiang Li, Xiangzhen Zhou, Yuan Feng
Mapping logical quantum circuits to Noisy Intermediate-Scale Quantum (NISQ) devices is a challenging problem which has attracted rapidly increasing interests from both quantum and…
Beyond Quantum Noise Spectroscopy: modelling and mitigating noise with quantum feature engineering
Akram Youssry, Gerardo A. Paz-Silva, Christopher Ferrie
The ability to use quantum technology to achieve useful tasks, be they scientific or industry related, boils down to precise quantum control. In general it is difficult to assess a…
Quantum -nearest neighbors algorithm
Afrad Basheer, A. Afham, Sandeep K. Goyal
One of the simplest and most effective classical machine learning algorithms is the -nearest neighbors algorithm (NN) which classifies an unknown test state by finding the $k…
Acoustic diamond resonators with ultra-small mode volumes
Mikołaj K. Schmidt, Christopher G. Poulton, Michael J. Steel
Quantum acoustodynamics (QAD) is a rapidly developing field of research, offering possibilities to realize and study macroscopic quantum-mechanical systems in a new range of freque…