Xin Xiao

Orcid: 0000-0002-0811-1181

Affiliations:
  • Research Scientist with Meta Platform Inc., Bellevue, WA, USA
  • University of Arizona, Department of Electrical and Computer Engineering, Tucson, USA (PhD 2021)


According to our database1, Xin Xiao authored at least 17 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Generalization Bounds for Neural Belief Propagation Decoders.
IEEE Trans. Inf. Theory, June, 2024

2023
Cyclic Partial Geometries and Their Associated LDPC and Constant-Weight Codes.
IEEE Trans. Inf. Theory, September, 2023

Learning to Decode Trapping Sets in QLDPC Codes.
Proceedings of the 12th International Symposium on Topics in Coding, 2023

2022
A Class of Cyclic Partial Geometries and Their Associated Constant Weight and LDPC Codes.
Proceedings of the International Symposium on Information Theory and Its Applications, 2022

2021
Neural Network-Based Iterative Decoding, Code Design, and Erasure Correction of Low-Density Parity-Check Codes.
PhD thesis, 2021

Globally Coupled Finite Geometry and Finite Field LDPC Coding Schemes.
IEEE Trans. Veh. Technol., 2021

Quasi-Cyclic LDPC Codes With Parity-Check Matrices of Column Weight Two or More for Correcting Phased Bursts of Erasures.
IEEE Trans. Commun., 2021

FAID Diversity via Neural Networks.
Proceedings of the 11th International Symposium on Topics in Coding, 2021

2020
Designing Finite Alphabet Iterative Decoders of LDPC Codes Via Recurrent Quantized Neural Networks.
IEEE Trans. Commun., 2020

2019
Reed-Solomon Based Quasi-Cyclic LDPC Codes: Designs, Girth, Cycle Structure, and Reduction of Short Cycles.
IEEE Trans. Commun., 2019

Quasi-Cyclic LDPC Codes for Correcting Multiple Phased Bursts of Erasures.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Finite Alphabet Iterative Decoding of LDPC Codes with Coarsely Quantized Neural Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Reed-Solomon-Based Quasi-Cyclic LDPC Codes: Designs, Cycle Structure and Erasure Correction.
Proceedings of the 2018 Information Theory and Applications Workshop, 2018

Learning to Decode LDPC Codes with Finite-Alphabet Message Passing.
Proceedings of the 2018 Information Theory and Applications Workshop, 2018

Girth-Eight Reed-Solomon Based QC-LDPC Codes.
Proceedings of the 10th IEEE International Symposium on Turbo Codes & Iterative Information Processing, 2018

2017
Concatenated finite geometry and finite field LDPC codes.
Proceedings of the 11th International Conference on Signal Processing and Communication Systems, 2017

Serial concatenation of reed muller and LDPC codes with low error floor.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017


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