Paper Citation Record · LEDGER

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach

As of 12 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.02053.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.02053 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

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measured 45 of 45 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

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verified fuzzy38
unresolved7
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 16a2d48a-7cdd-462c-a90f-4cfae7292adc · outbound

This paper cites Short block-length codes for ultra-reliable low latency communications,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Short block-length codes for ultra-reliable low latency communications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.592542Z

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Observation a0872d16-bf2b-40e1-b2ea-6ae3e8d65449 · outbound

This paper cites Efficient decoders for short block length codes in 6g urllc,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Efficient decoders for short block length codes in 6g urllc,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.579053Z

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Observation 528b0c83-1eb1-4373-a6b2-c186a86d13b0 · outbound

This paper cites NR; Multiplexing and channel coding (Release 16), v16.0.0,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach NR; Multiplexing and channel coding (Release 16), v16.0.0,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.565552Z

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Observation db625b6f-60e9-47e5-835b-adf62417b53e · outbound

This paper cites Channel coding rate in the finite blocklength regime,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Channel coding rate in the finite blocklength regime,

Reference 4

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Observation 19d698cd-3de9-4e06-a222-804bd7803232 · outbound

This paper cites Deep learning for intelligent wireless net- works: A comprehensive survey,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Deep learning for intelligent wireless net- works: A comprehensive survey,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.542494Z

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Observation fe84db87-e666-44a0-8e82-60eb1871b826 · outbound

This paper cites Deep learning for wireless communications: An emerging interdisciplinary paradigm,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Deep learning for wireless communications: An emerging interdisciplinary paradigm,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.528214Z

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Observation 3ac0d142-8f0b-4fb6-a5f4-93906d37e2c0 · outbound

This paper cites Deep mimo detection,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Deep mimo detection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.514924Z

Source-reported events for the cited work

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Observation 15043727-a486-4171-8fd3-c9c8bb5bf5eb · outbound

This paper cites Learning to optimize: Training deep neural networks for wireless resource management,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Learning to optimize: Training deep neural networks for wireless resource management,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.501954Z

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Observation 0058dc0d-c263-4213-a236-c36782aa9299 · outbound

This paper cites Learn codes: Inventing low-latency codes via recurrent neural networks,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Learn codes: Inventing low-latency codes via recurrent neural networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.488901Z

Source-reported events for the cited work

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Observation 3b11385d-5bd9-4532-8a7a-b504bc291be5 · outbound

This paper cites Deepcode: Feedback codes via deep learning,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Deepcode: Feedback codes via deep learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.475727Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c29866d-1825-4152-9800-4db3e2cf5923 · outbound

This paper cites Deep learning- based polar code design,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Deep learning- based polar code design,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.357652Z

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Observation ea84b74b-c629-4e3e-b0c9-ef70ad9f8706 · outbound

This paper cites Ai coding: Learning to construct error correction codes,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Ai coding: Learning to construct error correction codes,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.343797Z

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Observation fe616017-af0d-48f0-921b-e30ee8071019 · outbound

This paper cites On deep learning- based channel decoding,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach On deep learning- based channel decoding,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.329909Z

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Observation 917be40d-0eb9-4744-bdcf-a44fd3515855 · outbound

This paper cites Learning to decode linear codes using deep learning,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Learning to decode linear codes using deep learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.316729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 27dd3a33-b5de-45c7-9bd7-bcea2b82c610 · outbound

This paper cites Deep learning methods for improved decoding of linear codes,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Deep learning methods for improved decoding of linear codes,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.303829Z

Source-reported events for the cited work

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Observation 3459bb99-05e6-444f-a141-7cb6b42f5c05 · outbound

This paper cites Hyper-graph-network decoders for block codes,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Hyper-graph-network decoders for block codes,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.290833Z

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Observation df6344e3-b0fe-42c1-9410-cac0c26490f6 · outbound

This paper cites Pruning and quantizing neural belief propagation decoders,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Pruning and quantizing neural belief propagation decoders,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.276009Z

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Observation f7696573-23d2-4b40-afb8-232c75413d32 · outbound

This paper cites Neural decoding with optimization of node activations,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Neural decoding with optimization of node activations,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.262467Z

Source-reported events for the cited work

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Observation 09130674-c794-4ddd-9e30-f7af1f271f54 · outbound

This paper cites Graph neural networks for channel decoding,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Graph neural networks for channel decoding,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.249052Z

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Observation 0c251ad6-42d9-4c2d-a5e9-734ad0bf4da7 · outbound

This paper cites A scalable graph neural network decoder for short block codes,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach A scalable graph neural network decoder for short block codes,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.235764Z

Source-reported events for the cited work

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Observation 297cdbfa-926e-4eb0-a8b6-f332a527614c · outbound

This paper cites Neural belief propagation auto-encoder for linear block code design,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Neural belief propagation auto-encoder for linear block code design,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.222992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ef4f65f3-11a5-48a0-8ea9-3ad79e9b32fd · outbound

This paper cites An introduction to deep learning for the physical layer,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach An introduction to deep learning for the physical layer,

Reference 22

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Source-reported events for the cited work

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Observation 9d3cde22-b44d-4bf7-a860-9a7eb1e82aed · outbound

This paper cites Circular convolutional auto-encoder for channel coding,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Circular convolutional auto-encoder for channel coding,

Reference 23

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Observation 6454f665-e1bf-44ba-a799-a7a9c05effd0 · outbound

This paper cites Turbo autoencoder: Deep learning based channel codes for point-to- point communication channels,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Turbo autoencoder: Deep learning based channel codes for point-to- point communication channels,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.188496Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 502f81bb-034e-467e-908b-96d5f8d3e75c · outbound

This paper cites Autoencoder-based error correction coding for one-bit quantization,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Autoencoder-based error correction coding for one-bit quantization,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.174074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4cdc20c0-b6e9-4a08-9317-81ae65b9b56c · outbound

This paper cites High-dimensional data analysis: The curses and blessings of dimensionality,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach High-dimensional data analysis: The curses and blessings of dimensionality,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.160441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 41150350-38e3-4ab8-8c8b-9bccefba06b7 · outbound

This paper cites What can neural networks reason about?.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach What can neural networks reason about?

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.147267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b86b861f-4e2e-43e4-8faa-953920449f59 · outbound

This paper cites A heuristic search for good low-density parity-check codes at short block lengths,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach A heuristic search for good low-density parity-check codes at short block lengths,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.134864Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f902f592-6473-4c76-bdee-4f437ca2549d · outbound

This paper cites Iterative decoding of binary block and convolutional codes,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Iterative decoding of binary block and convolutional codes,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.122037Z

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Observation 42498b24-7bce-49c4-8f58-32c9846058a0 · outbound

This paper cites Factor graphs and the sum-product algorithm,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Factor graphs and the sum-product algorithm,

Reference 30

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Observation 8b6f59e7-a143-408d-b28a-97dd8ae03d97 · outbound

This paper cites Multiple-bases belief-propagation for decoding of short block codes,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Multiple-bases belief-propagation for decoding of short block codes,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.099285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2cc23296-7fe6-470e-b92b-7aa341193a7f · outbound

This paper cites Continuous control with deep reinforcement learning,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Continuous control with deep reinforcement learning,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.083806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation be125874-0ee1-4a1e-b6da-92901f43ae16 · outbound

This paper cites Deterministic policy gradient algorithms,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Deterministic policy gradient algorithms,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.068897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0e0f0ef6-4d49-48cb-a16a-67a6233504a7 · outbound

This paper cites Human-level control through deep reinforcement learn- ing,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Human-level control through deep reinforcement learn- ing,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.055203Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b2df9278-23f3-4ce8-90bf-bb4d434122b4 · outbound

This paper cites A comprehensive survey on graph neural networks,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach A comprehensive survey on graph neural networks,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.041690Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5389f711-d95b-4e6e-a336-b74636d31c7e · outbound

This paper cites Neural message passing for quantum chemistry,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Neural message passing for quantum chemistry,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.027538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5184c6fd-742f-44b8-a84f-5c0425b197e4 · outbound

This paper cites Graph neural networks for wireless communications: From theory to practice,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Graph neural networks for wireless communications: From theory to practice,

Reference 37

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Source-reported events for the cited work

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Observation 1cb5b53e-8409-4a64-988e-6b0df83e01ec · outbound

This paper cites Bounds on the minimum distance of linear codes and quantum codes,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Bounds on the minimum distance of linear codes and quantum codes,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:14.006131Z

Source-reported events for the cited work

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Observation 0a1da3d9-2537-42e8-bac2-8108d7bf0975 · outbound

This paper cites Database of Channel Codes and ML Simulation Results,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Database of Channel Codes and ML Simulation Results,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:13.861544Z

Source-reported events for the cited work

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Observation 31f51c2d-b9ad-4605-bd6d-053aaa831962 · outbound

This paper cites Message-passing algorithms for counting short cycles in a graph,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Message-passing algorithms for counting short cycles in a graph,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:13.984866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3cc83f45-5e29-49bc-b60c-1afacb302744 · outbound

This paper cites an unresolved cited work.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:13.869752Z

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Observation f6336680-11bf-4366-a6c3-415b8bdf8165 · outbound

This paper cites Adam: A method for stochastic optimization,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Adam: A method for stochastic optimization,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:13.874076Z

Source-reported events for the cited work

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Observation 2f80cea6-b49e-464b-9a64-461198565c3d · outbound

This paper cites Improving belief propa- gation on graphs with cycles,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Improving belief propa- gation on graphs with cycles,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:13.953371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ad35d1f8-3c4d-40c5-8d25-ebcdc2d7cf2f · outbound

This paper cites Informed decoding algorithms of ldpc codes based on dynamic selection strategy,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Informed decoding algorithms of ldpc codes based on dynamic selection strategy,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:13.938905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d1e29d32-4dc3-4b01-95bd-11e267c3c1cb · outbound

This paper cites Short block length LDPC codes for TC synchronization and channel coding,.

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach Short block length LDPC codes for TC synchronization and channel coding,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:04:13.923511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.