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, C. Kestel, L. Johannsen, M. Geiselhart, L. Schmalen, A. Balatsoukas-Stimming, G. Liva, N. Wehn and S. ten Brink, "Trends in channel coding for 6G," Proc. IEEE, 2024, accepted for publication
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  2. 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. J. Mandelbaum, S. Miao, H. Jäkel and L. Schmalen, "Endomorphisms of linear block codes," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Athens, Greece, Jul. 2024, https://arxiv.org/abs/2402.00562
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  2. S. Miao, J. Mandelbaum, H. Jäkel and L. Schmalen, "A joint code and belief propagation decoder design for quantum LDPC codes," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Athens, Greece, Jul. 2024, https://arxiv.org/abs/2401.06874
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  3. S. Miao, J. Mandelbaum, L. Rapp, H. Jäkel and L. Schmalen, "Performance analysis of generalized product codes with irregular degree distribution," Proc. IEEE Int. Symp. Inform. Theory (ISIT), Athens, Greece, Jul. 2024, https://arxiv.org/abs/2401.16977
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  4. J. Mandelbaum, S. Miao, N. A. Schwendemann, H. Jäkel and L. Schmalen, "Improved generalized automorphism belief propagation decoding," Proc. International Symposium on Wireless Communication Systems (ISWCS), Rio de Janeiro, Brazil, Jul. 2024, https://arxiv.org/abs/2406.02012
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  5. 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 ]
  6. 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 ]  
  7. 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 ]  
  8. 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 ]  
  9. 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
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