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Systems Architecture for Quantum Random Access Memory · paper
S. Xu, C. T. Hann, B. Foxman, S. M. Girvin, and Y. Ding.
In proc. of 56th Intl. Symposium on Microarchitecture (MICRO), Oct 2023 -
Design of Quantum Computer Antivirus · paper
S. Deshpande, C. Xu, T. Trochatos, H. Wang, F. Erata, S. Han, Y. Ding, and J. Szefer.
In Proceedings of Intl. Symposium on Hardware Oriented Security and Trust (HOST), May 2023 -
Fault Tolerant Non-Clifford State Preparation for Arbitrary Rotations · paper
H. Choi, F. T. Chong, D. Englund, and Y. Ding.
arXiv, Mar 2023 -
Quantum Computing: Progress and Innovation · paper
G. T. Byrd, and Y. Ding.
Computer 56 (1), 20-29, Jan 2023 -
System and method of partial compilation with variational algorithms for quantum computers · patent
F. T. Chong, P. Gokhale, Y. Ding, and T. Propson.
US Patent App. 17/641,036, Nov 2022 Architecting Quantum Computer Systems in the Presence of Noise · link
Y. Ding.
University of Chicago Ph.D. Dissertation, Aug 2021TILT: Achieving Higher Fidelity on a Trapped-Ion Linear-Tape Quantum Computing Architecture · paper
X.-C. Wu, D. Debroy, Y. Ding, J. M. Baker, Y. Alexeev, K. R. Brown, and F. T. Chong.
In proc. of 27th Intl. Symposium on High-Performance Computer Architecture (HPCA), Feb 2021-
O(N^3) Measurement Cost for Variational Quantum Eigensolver on Molecular Hamiltonians · paper
P. Gokhale, O. Angiuli, Y. Ding, K. Gui, T. Tomesh, M. Suchara, M. Martonosi, and F. T. Chong.
IEEE Transactions on Quantum Engineering (TQE), Nov 2020 -
Systematic Crosstalk Mitigation for Superconducting Qubits via Frequency-Aware Compilation · paper software
Y. Ding, P. Gokhale, S. F. Lin, R. Rines, T. Propson, and F. T. Chong.
In proc. of 53rd Intl. Symposium on Microarchitecture (MICRO), Oct 2020
IEEE Micro Top Picks, Honorable Mention -
Minimizing State Preparations in Variational Quantum Eigensolver by Partitioning into Commuting Families · paper
P. Gokhale, O. Angiuli, Y. Ding, K. Gui, T. Tomesh, M. Suchara, M. Martonosi, and F. T. Chong.
In IEEE Intl. Conference on Quantum Computing and Engineering (QCE), Oct 2020
IBM Q Best Paper Award, First Prize · link
QCE Best Paper Award · link -
Resource-Efficient Quantum Computing by Breaking Abstractions · paper
Y. Shi, P. Gokhale, P. Murali, J. M. Baker, C. Duckering, Y. Ding, N. C. Brown, C. Chamberland, A. Javadi-Abhari, A. Cross, D. I. Schuster, K. R. Brown, M. Martonosi, and F. T. Chong.
In proc. of the IEEE, Jun 2020 (Invited Paper) -
Quantum Computer Systems: Research for Noisy Intermediate-Scale Quantum Computers · download/buy
Y. Ding and F. T. Chong.
Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers (Now part of Springer Nature Series), Jun 2020 -
SQUARE: Strategic Quantum Ancilla Reuse for Modular Quantum Programs via Cost-Effective Uncomputation · paper benchmarks
Y. Ding, X.-C. Wu, A. Holmes, A. Wiseth, D. Franklin, M. Martonosi, and F. T. Chong.
In proc. of 47th Intl. Symposium on Computer Architecture (ISCA), May 2020
IEEE Micro Top Picks, Honorable Mention -
NISQ+: Boosting Quantum Computing Power by Approximating Quantum Error Correction · paper
A. Holmes, M. R. Jokar, G. Pasandi, Y. Ding, M. Pedram, and F. T. Chong.
In proc. of 47th Intl. Symposium on Computer Architecture (ISCA), May 2020 -
ILP-Based Scheduling for Linear-Tape Model Trapped-Ion Quantum Computers · poster
X.-C. Wu, Y. Ding, Y. Shi, Y. Alexeev, H. Finkel, K. Kim, and F. T. Chong.
In IEEE/ACM 30th Intl. Conference for High Performance Computing, Networking, Storage and Analysis (SC), Nov 2019 -
Partial Compilation of Variational Algorithms for Noisy Intermediate-Scale Quantum Machines · paper software
P. Gokhale, Y. Ding, T. Propson, C. Winkler, N. Leung, Y. Shi, D. I. Schuster, H. Hoffmann, and F. T. Chong.
In proc. of 52nd Intl. Symposium on Microarchitecture (MICRO), Oct 2019 -
Magic-State Functional Units: Mapping and Scheduling Multi-Level Distillation Circuits for Fault-Tolerant Quantum Architectures · paper
Y. Ding, A. Holmes, A. Javadi-Abhari, D. Franklin, M. Martonosi, and F. T. Chong.
In proc. of 51st Intl. Symposium on Microarchitecture (MICRO), Oct 2018 -
Resource Optimized Quantum Architectures for Surface Code Implementations of Magic-State Distillation · paper
A. Holmes, Y. Ding, A. Javadi-Abhari, D. Franklin, M. Martonosi, and F. T. Chong.
Microprocessors and Microsystems (MICPRO), Feb 2019 -
Charm: A Language for Closed-form High-level Architecture Modeling · paper
W. Cui, Y. Ding, D. Dangwal, A. Holmes, J. McMahan, A. Javadi-Abhari, G. Tzimpragos, F. T. Chong, and T. Sherwood.
In proc. of 45th Intl. Symposium on Computer Architecture (ISCA), Jun 2018 -
Quantum Algorithms on Boolean Matrix Product Verification · paper
Y. Ding.
CMU Undergraduate Thesis 2016, advised by R. O'Donnell
Mathematics Competition, Runner Up · link
2023
2022
2021 and Prior
VENUE
Quantum Computer Systems Lecture Series by Univ of Notre Dame and MIT, July 2022
TITLE
Software and Algorithmic Approaches to Quantum Noise Mitigation: An Overview
ABSTRACT
I will talk about recent developments in noise mitigation techniques for quantum computers. In the Noisy Intermediate-Scale Quantum (NISQ) era, qubits have short lifetimes and quantum gates are prone to errors. Understanding and mitigating quantum noises becomes a crucial step in realizing practical quantum computation. In this talk I will first give an overview of the field ... Learn more ❯❯
VENUE
CIQC Colloquium at UC Berkeley, November 2021
TITLE
Searching and Training Parametrized Quantum Circuits in the Presence of Noise
ABSTRACT
Parametrized quantum circuits are a promising candidate for hybrid classical-quantum algorithms. However, the training performance and output fidelity of these circuits are significantly degraded under the influence of noise. To truly unlock the potential of noisy intermediate-scale quantum devices, we need to adapt the design and implementation of quantum circuits to ... Learn more ❯❯