Scalable Polar Code Construction for Successive Cancellation List
Decoding: A Graph Neural Network-Based Approach

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Scalable Polar Code Construction for Successive Cancellation List Decoding: A Graph Neural Network-Based Approach

3 July 2022

Seyyed Ali Hashemi

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Papers citing "Scalable Polar Code Construction for Successive Cancellation List Decoding: A Graph Neural Network-Based Approach"

9 / 9 papers shown

Title
Construction of Polar Codes with Reinforcement Learning Yun Liao Seyyed Ali Hashemi J. Cioffi Andrea J. Goldsmith 23 25 0 19 Sep 2020
Deep Learning-based Polar Code Design Moustafa Ebada Sebastian Cammerer Ahmed Elkelesh S. Brink 62 34 0 26 Sep 2019
Reinforcement Learning for Nested Polar Code Construction Lingchen Huang Huazi Zhang Rong Li Yiqun Ge Jun Wang 27 14 0 16 Apr 2019
Decoder-tailored Polar Code Design Using the Genetic Algorithm Ahmed Elkelesh Moustafa Ebada Sebastian Cammerer S. Brink 23 87 0 28 Jan 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 783 8,566 0 03 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,532 0 20 Dec 2018
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 514 15,319 0 07 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,488 0 04 Apr 2017
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 129 12,265 0 19 Dec 2013