Paper Citation Record · LEDGER

5G LDPC Linear Transformer for Channel Decoding

As of 14 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2501.14102.

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

pith.paper-citation-record.v1
2501.14102 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:25:46.536770Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T10:15:51.781973Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact6
verified fuzzy6
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dacb510e-5e2c-46b1-995a-f4f9b55da15d · outbound

This paper cites Machine intelligence in decoding of forward error correction codes.

5G LDPC Linear Transformer for Channel Decoding Machine intelligence in decoding of forward error correction codes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:25:47.064323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b8fed83f-e543-4bbe-8b82-9202af0feef1 · outbound

This paper cites Graph Neural Networks for Channel Decoding.

5G LDPC Linear Transformer for Channel Decoding Graph Neural Networks for Channel Decoding

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:25:46.777150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5967b9a7-8abc-4b2e-9756-b3a476add603 · outbound

This paper cites Error Correction Code Transformer.

5G LDPC Linear Transformer for Channel Decoding Error Correction Code Transformer

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:25:46.755337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 59b92278-230a-40f1-9738-d7565b98dee2 · outbound

This paper cites Denoising Diffusion Error Correction Codes.

5G LDPC Linear Transformer for Channel Decoding Denoising Diffusion Error Correction Codes

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:46.437626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aec5ee7a-ae30-4fb6-8a64-97f475c16580 · outbound

This paper cites Sionna fec utils - gen- erate reg ldpc.

5G LDPC Linear Transformer for Channel Decoding Sionna fec utils - gen- erate reg ldpc

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:25:47.048922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation db080b8f-f39b-4aeb-ac6e-6ffa5d5b4e4c · outbound

This paper cites Sionna: ebn- odb2no api reference, 2022.

5G LDPC Linear Transformer for Channel Decoding Sionna: ebn- odb2no api reference, 2022

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:25:47.031731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ff594aa-04bf-487d-b24d-c0c3a91e8967 · outbound

This paper cites Deep Learning-Based Communication Over the Air.

5G LDPC Linear Transformer for Channel Decoding Deep Learning-Based Communication Over the Air

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:25:46.717501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06955657-4fb8-4b92-80c5-9d877bfceca6 · outbound

This paper cites Fossorier and S.

5G LDPC Linear Transformer for Channel Decoding Fossorier and S

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:25:47.012812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 897602ce-f639-46d6-a73c-a24121b274a2 · outbound

This paper cites an unresolved cited work.

5G LDPC Linear Transformer for Channel Decoding Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:25:46.996084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation de1c612b-f637-411f-a18c-53ef052437ee · outbound

This paper cites On Deep Learning-Based Channel Decoding.

5G LDPC Linear Transformer for Channel Decoding On Deep Learning-Based Channel Decoding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:46.467856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e2c6d9f-1f48-4e04-bfc2-c9f621bd2e54 · outbound

This paper cites Sionna: An Open-Source Library for Next-Generation Physical Layer Research.

5G LDPC Linear Transformer for Channel Decoding Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:46.473690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68883637-0379-47e4-945d-e17fd4a004bc · outbound

This paper cites an unresolved cited work.

5G LDPC Linear Transformer for Channel Decoding Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:25:46.980945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b5f6805c-8801-42cb-94ab-499a34a5880b · outbound

This paper cites Learning to Decode Linear Codes Using Deep Learning.

5G LDPC Linear Transformer for Channel Decoding Learning to Decode Linear Codes Using Deep Learning

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:25:46.664013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f5988769-2772-409f-8a53-79862b298e23 · outbound

This paper cites Sionna: 5g channel coding - polar vs.

5G LDPC Linear Transformer for Channel Decoding Sionna: 5g channel coding - polar vs

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:25:46.951863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8a55f2b2-2fc1-4393-87c1-83890c925cd6 · outbound

This paper cites An Introduction to Deep Learning for the Physical Layer.

5G LDPC Linear Transformer for Channel Decoding An Introduction to Deep Learning for the Physical Layer

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:46.497843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3412c70-2c31-467e-ba7e-6bb867f5799a · outbound

This paper cites Richardson and S.

5G LDPC Linear Transformer for Channel Decoding Richardson and S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:25:46.935028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a721d9b2-41a2-4869-86b8-4f145ce96e7c · outbound

This paper cites an unresolved cited work.

5G LDPC Linear Transformer for Channel Decoding Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:25:46.919717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0a227ee4-ec61-40a1-bc66-2170c8092d39 · outbound

This paper cites Attention Is All You Need.

5G LDPC Linear Transformer for Channel Decoding Attention Is All You Need

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:46.511918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfb92534-3378-43f7-8a52-6fae13c61bcf · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

5G LDPC Linear Transformer for Channel Decoding Linformer: Self-Attention with Linear Complexity

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:46.516530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e516dc1c-9b24-4de1-8f06-e1ebd979628e · outbound

This paper cites Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR.

5G LDPC Linear Transformer for Channel Decoding Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T15:25:46.521411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52da374b-01c3-4a67-a002-5564e0fd59da · outbound

This paper cites Optimizing Puncturing Patterns of 5G NR LDPC Codes for Few-Iteration Decoding.

5G LDPC Linear Transformer for Channel Decoding Optimizing Puncturing Patterns of 5G NR LDPC Codes for Few-Iteration Decoding

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:25:46.580264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f1faac85-2350-4ebc-a061-3e738673624d · outbound

This paper cites an unresolved cited work.

5G LDPC Linear Transformer for Channel Decoding Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:25:46.889787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9f130711-586a-43e9-9e87-37369143e721 · outbound

This paper cites an unresolved cited work.

5G LDPC Linear Transformer for Channel Decoding Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:25:46.966634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2913209d-389d-4e1a-8c20-545c1f8270ec · outbound

This paper cites net/publication/320309837_Machine_ Intelligence_in_Decoding_of_Forward_ Error_Correction_Codes.

5G LDPC Linear Transformer for Channel Decoding net/publication/320309837_Machine_ Intelligence_in_Decoding_of_Forward_ Error_Correction_Codes

Reference 2017

Resolution: verified exact; raw_fallback, observed 2026-08-10T15:25:46.874535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a293f69a-072c-43ff-87d1-332ca5859d19 · outbound

This paper cites an unresolved cited work.

5G LDPC Linear Transformer for Channel Decoding Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-10T15:25:46.904593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation d12a8409-e23f-4442-86f3-232c29af24a9 · inbound

Would Learning Help? Adaptive CRC-QC-LDPC Selection for Integrity in 5G-NR V2X cites this paper.

Would Learning Help? Adaptive CRC-QC-LDPC Selection for Integrity in 5G-NR V2X 5G LDPC Linear Transformer for Channel Decoding

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T10:15:51.781973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.