Sisi Miao, M.Sc.

Sisi Miao, M.Sc.

Research Topics

  • Channel coding and information theory
  • Quantum error correcting codes
  • Machine learning for communications

Teaching

  • Tutorial Machine Learning and Optimization in Communications (since SS 2021)

Full List of Publications

Journal papers

  1. S. Miao, L. Rapp and L. Schmalen, "Improved soft-aided decoding of product codes with dynamic reliability scores," J. Lightw. Technol., vol. 40, no. 22, pp. 7279-7288, Nov. 2022, https://arxiv.org/abs/2204.00466
    [ Cite ]  [ Available here ]  

Conference papers

  1. S. Miao, A. Schnerring, H. Li and L. Schmalen, "Neural belief propagation decoding of quantum LDPC codes using overcomplete check matrices," Proc. IEEE Inform. Theory Workshop (ITW), Saint-Malo, France, Apr. 2023, https://arxiv.org/abs/2212.10245
    [ Cite ]  [ Presentation ]  [ Code ]
  2. S. Miao, L. Rapp and L. Schmalen, "Improved soft-aided decoding of product codes with adaptive performance-complexity trade-off," Proc. Eur. Conf. Opt. Commun. (ECOC), Basel, CH, Sep. 2022, https://arxiv.org/abs/2207.04815
    [ Cite ]  [ Presentation ]  
  3. S. Miao, L. Rapp and L. Schmalen, "Error-and-erasure decoding of product and staircase codes with simplified extrinsic message passing," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Espoo, Finland, Jun. 2022, preprint available at https://arxiv.org/abs/2201.08322
    [ Cite ]  [ Presentation ]  
  4. S. Miao, L. Rapp and L. Schmalen, "Improved soft-aided error-and-erasure decoding of product codes with dynamic reliability scores," Proc. Opt. Fiber Commun. Conf. (OFC), San Diego, CA, USA, Mar. 2022, preprint available at https://arxiv.org/pdf/2112.05433.pdf
    [ Cite ]  [ Presentation ]  
  5. S. Miao and C. Senger, "Dual-containing alternant codes for applications in the Calderbank–Shor–Steane construction," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Melbourne, Australia, Jul. 2021
    [ Cite ]