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- research-articleJanuary 2025
- research-articleNovember 2024JUST ACCEPTED
Shallower CNOT circuits on realistic quantum hardware
We focus on the depth optimization of CNOT circuits on hardwares with limited connectivity. We adapt the algorithm from Kutin et al. [17] that implements any n-qubit CNOT circuit in depth at most 5n on a Linear Nearest Neighbour (LNN) architecture. Our ...
- research-articleJuly 2024
Quantum advantage and CSP complexity
LICS '24: Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer ScienceArticle No.: 23, Pages 1–15https://doi.org/10.1145/3661814.3662118Information-processing tasks modelled by homomorphisms between relational structures can witness quantum advantage when entanglement is used as a computational resource. We prove that the occurrence of quantum advantage is determined by the same type of ...
- research-articleNovember 2024
Invited: Leveraging Machine Learning for Quantum Compilation Optimization
DAC '24: Proceedings of the 61st ACM/IEEE Design Automation ConferenceArticle No.: 360, Pages 1–4https://doi.org/10.1145/3649329.3663510The design of quantum algorithms typically assumes the availability of an ideal quantum computer, characterized by full connectivity, noiseless operation, and unlimited coherence time. However, Noisy Intermediate-Scale Quantum (NISQ) devices present a ...
- abstractMarch 2024
A Quantum Abacus for Teaching Quantum Algorithms
SIGCSE 2024: Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2Page 1897https://doi.org/10.1145/3626253.3633435Today, more than sixty companies (in the world) are building quantum computers. The natural language of their quantum gates is that of linear algebra in a complex (Hilbert) vector space. Since 2017 it is known that one can replace the linear algebra with ...
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- ArticleFebruary 2024
A Practical Multi-candidate Voting Protocol on Quantum Blockchain Adapted for Various Tally Principles
AbstractQuantum secure voting aims to provide various approaches to performing electronic voting via quantum technologies, like entangled particles or quantum key distribution, so as to guarantee the security of the voting procedures against forthcoming ...
- research-articleNovember 2023
A New Minimax Theorem for Randomized Algorithms
Journal of the ACM (JACM), Volume 70, Issue 6Article No.: 38, Pages 1–58https://doi.org/10.1145/3626514The celebrated minimax principle of Yao says that for any Boolean-valued function f with finite domain, there is a distribution μ over the domain of f such that computing f to error ε against inputs from μ is just as hard as computing f to error ε on ...
- ArticleOctober 2023
Quantum Constant Propagation
AbstractA quantum circuit is often executed on the initial state where each qubit is in the zero state. Therefore, we propose to perform a symbolic execution of the circuit. Our approach simulates groups of entangled qubits exactly up to a given ...
- research-articleJune 2023
Clifford-based Circuit Cutting for Quantum Simulation
- Kaitlin N. Smith,
- Michael A. Perlin,
- Pranav Gokhale,
- Paige Frederick,
- David Owusu-Antwi,
- Richard Rines,
- Victory Omole,
- Frederic Chong
ISCA '23: Proceedings of the 50th Annual International Symposium on Computer ArchitectureArticle No.: 84, Pages 1–13https://doi.org/10.1145/3579371.3589352Quantum computing has potential to provide exponential speedups over classical computing for many important applications. However, today's quantum computers are in their early stages, and hardware quality issues hinder the scale of program execution. ...
- research-articleApril 2023
Hybrid Quantum Annealing for Larger-than-QPU Lattice-structured Problems
- Jack Raymond,
- Radomir Stevanovic,
- William Bernoudy,
- Kelly Boothby,
- Catherine C. McGeoch,
- Andrew J. Berkley,
- Pau Farré,
- Joel Pasvolsky,
- Andrew D. King
ACM Transactions on Quantum Computing (TQC), Volume 4, Issue 3Article No.: 17, Pages 1–30https://doi.org/10.1145/3579368Quantum processing units (QPUs) executing annealing algorithms have shown promise in optimization and simulation applications. Hybrid algorithms are a natural bridge to larger applications. We present a simple greedy method for solving larger-than-QPU ...
- invited-talkMarch 2023
Developing Quantum Workloads for Workload-Driven Co-design
ISPD '23: Proceedings of the 2023 International Symposium on Physical DesignPage 197https://doi.org/10.1145/3569052.3578906Quantum computing offers the future promise of solving problems that are intractable for classical computers today. However, as an entirely new kind of computational device, we must learn how to best develop useful workloads. Today's small workloads ...
- research-articleMarch 2023
On the Design and Implementation of a Quantum Architectures Knowledge Unit for a CS Curriculum
SIGCSE 2023: Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 1Pages 1150–1156https://doi.org/10.1145/3545945.3569845Sixteen years ago, Scott Aaronson remarked (in the presence of Ray Laflamme) that quantum mechanics (QM) resembles an operating system on which the rest of Physics is running its application software (except for general relativity "which has not yet been ...
Symbolic Execution of Hadamard-Toffoli Quantum Circuits
PEPM 2023: Proceedings of the 2023 ACM SIGPLAN International Workshop on Partial Evaluation and Program ManipulationPages 14–26https://doi.org/10.1145/3571786.3573018The simulation of quantum programs by classical computers is a critical endeavor for several reasons: it provides proof-of-concept validation of quantum algorithms; it provides opportunities to experiment with new programming abstractions ...
- research-articleJuly 2022
Genetic algorithm for qubits initialisation in noisy intermediate-scale quantum machines: the IBM case study
GECCO '22: Proceedings of the Genetic and Evolutionary Computation ConferencePages 1164–1172https://doi.org/10.1145/3512290.3528830Discrete-variable gate-model quantum machines are promising quantum systems considering their wide applicability. Being in their noisy-intermediate-scale era, they allow executing only circuits of limited complexity and fitting the machines' features. ...
- abstractJune 2022
Applicability of Quantum Computing on Database Query Optimization
SIGMOD '22: Proceedings of the 2022 International Conference on Management of DataPages 2512–2514https://doi.org/10.1145/3514221.3520257We evaluate the applicability of quantum computing on two fundamental query optimization problems, join order optimization and multi query optimization (MQO). We analyze the problem dimensions that can be solved on current gate-based quantum systems and ...
- research-articleJanuary 2022
Quantum information effects
Proceedings of the ACM on Programming Languages (PACMPL), Volume 6, Issue POPLArticle No.: 2, Pages 1–27https://doi.org/10.1145/3498663We study the two dual quantum information effects to manipulate the amount of information in quantum computation: hiding and allocation. The resulting type-and-effect system is fully expressive for irreversible quantum computing, including measurement. ...
- research-articleApril 2022
Implementation BRQI grayscale image model on IBM Quantum Experience
ICIT '21: Proceedings of the 2021 9th International Conference on Information Technology: IoT and Smart CityPages 74–78https://doi.org/10.1145/3512576.3512589Techniques for exploiting visual information play an important and topical role. Image processing is an area of Artificial Intelligence, dealing with how to represent, reconstruct, classify, recognition and analysis of images using computers. The idea ...
- research-articleSeptember 2021
Gaussian Elimination versus Greedy Methods for the Synthesis of Linear Reversible Circuits
ACM Transactions on Quantum Computing (TQC), Volume 2, Issue 3Article No.: 11, Pages 1–26https://doi.org/10.1145/3474226Linear reversible circuits represent a subclass of reversible circuits with many applications in quantum computing. These circuits can be efficiently simulated by classical computers and their size is polynomially bounded by the number of qubits, making ...
- research-articleJune 2021
Eliminating intermediate measurements in space-bounded Quantum computation
STOC 2021: Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of ComputingPages 1343–1356https://doi.org/10.1145/3406325.3451051A foundational result in the theory of quantum computation, known as the "principle of safe storage," shows that it is always possible to take a quantum circuit and produce an equivalent circuit that makes all measurements at the end of the computation. ...