Publications

2025

  • K.-C. Chen, T.-Y. Li, Y.-Y. Wang, S. See, C.-C. Wang, R. Wille, N.-Y. Chen, A.-C. Yang and C.-Y. Lin "Validating Large-Scale Quantum Machine Learning: Efficient Simulation of Quantum Support Vector Machines Using Tensor Networks," Machine Learning: Science and Technology, IOP Publishing Ltd - Accepted Manuscript online 11 February 2025
    doi: 10.1088/2632-2153/adb4ba
  • K.-C. Chen, F. Burt, S. Yu, C.-Y. Liu, M.-H. Hsieh, K.K. Leung, "Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems", accepted at 2025 IEEE International Symposium on Circuits and Systems (ISCAS).
  • K.-C. Chen, S.Y.-C. Chen, C.-Y. Liu, K.K. Leung, "Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning, accepted at 2025 IEEE Symposium Series on Computational Intelligence (SSCI).
  • K.-C. Chen, X. Xu, F. Burt, C.-Y. Liu, S. Yu, K.K. Leung, "Noise-Aware Detectable Byzantine Agreement for Consensus-based Distributed Quantum Computing”, accepted at 2025 International Conference on Quantum Communications, Networking, and Computing.
  • V. Virag and A. Beghelli, "Quantum annealing for resource allocation in optical networking," Telecommunications, Optics and Photonics (TOP) 2025 conference poster.

2024

  • S. E. Thomas, L. Wagner, R. Joos, R. Sittig, C. Nawrath, P. Burdekin, T. Huber-Loyola, S. Sagona-Stophel, S. Höfling, M. Jetter, P. Michler, I. A. Walmsley, S. L. Portalupi, P. M. Ledingham, "Deterministic Storage and Retrieval of Telecom Quantum Dot Photons Interfaced with an Atomic Quantum Memory," Science Advances, Vol 10, Issue 15, April 2024
    doi: 10.1126/sciadv.adi7346
  • Sarah E. Thomas et al., "Deterministic storage and retrieval of telecom light from a quantum dot single-photon source interfaced with an atomic quantum memory," Sci. Adv.10,eadi7346(2024)
    doi: 10.1126/sciadv.adi7346
  • S. Wang, S. McArdle, M. Berta, "Qubit-Efficient Randomized Quantum Algorithms for Linear Algebra,"
    in PRX Quantum, vol.5, issue 2, p. 020324, April 2024
    doi: 10.1103/PRXQuantum.5.020324
  • F. Burt, K.-C. Chen and K.K. Leung, "Generalised Circuit Partitioning for Distributed Quantum Computing,"
    2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Montreal, QC, Canada, 2024, pp. 173-178,
    doi: 10.1109/QCE60285.2024.10273
  • K.-C. Chen, X. Xu, F. Burt, C.-Y. Liu, S. Yu and K.K. Leung, " Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-Term Quantum Hardware," 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Montreal, QC, Canada, 2024, pp. 144-149,
    doi: 10.1109/QCE60285.2024.10268
  • Y. Ma and M.S Kim, "Limitations of probabilistic error cancellation for open dynamics beyond sampling overhead," Phys Rev A 109, 012431 (January 2024)
    doi: 10.1103/PhysRevA.109.012431
  • G. Bressanini, H.Kwon and M.S Kim, "Gaussian boson sampling at finite temperature," Phys Rev A 109, 013707 (January 2024)
    doi: 10.1103/PhysRevA.109.013707
  • H. Tang, Z-Y Shi, Z Fening, T-Y Wang, T-S He, R Shi, H-M Wang, X Tan, X-Y Xu, Y Wang, J. Gao, M.S. Kim and X. Jin, " Simulating Photosynthetic Energy Transport on a Photonic Network," npj Quantum Information, 10, 29 (March 2024)
    doi: 10.1038/s41534-024-00824-x
  • M. Hanks, S. Lee and M.S. Kim, "Noise-tailored constructions for spin Wigner function kernels," Adv. Phys. Res. 3, 2300124 (April 2024)
    doi: 10.1002/apxr.202300124
  • W.K Mok, H. Zhang, T. Haug, X. Luo, G.-Q. Lo, Z. Li, H. Cai, M.S. Kim, M.S. Kim, A.Q. Liu and L.C. Kwek, "Rigorous noise reduction with quantum autoencoders," AVS Quantum Sci 6, 023803 (May 2024)
    doi: 10.1116/5.0192456
  • J. Michniewicz and M.S. Kim, "Leveraging off-the-shelf silicon chips for quantum computing," App. Phys. Lett. 124, 260502 (June 2024)
    doi: 10.1063/5.0207162
  • A. Taylor, G. Bressanini, H. Kwon and M.S. Kim, "Quantum error cancellation in photonic systems – undoing photon losses," Phys. Rev. A 110 (Aug 2024)
    doi: 10.1103/PhysRevA.110.022622
  • J. Dees, A. Jacquier and S. Laizet "Unsupervised random quantum networks for PDEs".
    Quantum Inf Process 23, 325 (2024), doi: 10.1007/s11128-024-04537-0
  • P. Brearley, S. Laizet "A Quantum Algorithm for Solving the Advection Equation using Hamiltonian Simulation,"
    in Physics Review A., vol. 110, issue 1, p.012430, doi: 10.1103/PhysRevA.110.012430
  • M. Jo, M. Hanks, M. S. Kim, "Noise-tailored Constructions for Spin Wigner Function Kernels",
    Advanced Physics Research, Vol 3, Issue 6, June 2024, doi: https://doi.org/10.1002/apxr.202300124

2023

  • M. Jo, M. Hanks, M. S. Kim, "Non–Pauli Errors Can Be Efficiently Sampled in Qudit Surface Codes",
    in Phys. Rev. Lett., vol. 131, no. 20, p. 200602, Nov. 2023, doi: 10.1103/PhysRevLett.131.200602

2022

Preprints and Papers Under Review

  • M. H. Cheng, Y.-C. Chen, Q. Wang, V. Bartsch, M. S. Kim, A. Hu, M.-H. Hsieh, "Unleashing Quantum Simulation Advantages: Hamiltonian Subspace Encoding for Resource Efficient Quantum Simulations".
    link: https://arxiv.org/abs/2309.09370
  • A. Jacquier, O. Kondratyev, G. Lee, M. Oumgari, "Quantum Computing for Financial Mathematics".
    link: https://arxiv.org/abs/2311.06621
  • L. Gonon, A. Jacquier, "Universal Approximation Theorem and error bounds for quantum neural networks and quantum reservoirs".
    link: https://arxiv.org/abs/2307.12904
  • M. Jo, M. Hanks, M. S. Kim, "Divide-and-conquer embedding for QUBO quantum annealing".
    link: https://arxiv.org/abs/2211.02184
  • P. Over, S. Bengoechea, P. Brearley, S. Laizet and T. Rung "Quantum Algorithm for the Advection-Diffusion Equation with Optimal Success Probability".
    link: https://arxiv.org/abs/2410.07909
  • Š. Šmíd, R. Meister, M. Berta, M., R. Bondesan, "Polynomial Time Quantum Gibbs Sampling for Fermi-Hubbard Model at any Temperature," Under review.
    link: https://arxiv.org/abs/2501.01412
  • S. Cifuentes, S. Wang, T. L. Silva, M. Berta, L. Aolita, "Quantum computational complexity of matrix functions," Under review.
    link: https://arxiv.org/abs/2410.13937
  • S. Danz, M. Berta, S. Schröder, P. Kienast, F. K. Wilhelm, A.Ciani, "Calculating response functions of coupled oscillators using quantum phase estimation," Under review.
    link: https://arxiv.org/abs/2405.08694
  • Fatimah Rita Ahmadi "Typing Tensor Calculus in 2-Categories (I)".
    link: https://arxiv.org/abs/1908.01212