Paper Citation Record · LEDGER

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks

As of 9 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2507.01038.

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

pith.paper-citation-record.v1
2507.01038 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:54.354405Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:26:08.100591Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:16:28.410983Z

Reference resolution

35 of 35 outbound references displayed

verified exact1
verified fuzzy31
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99fa8f4e-d92f-4945-90c9-9588087e52b5 · outbound

This paper cites CrossMPT: Cross-attention message-passing transformer for error correcting codes,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks CrossMPT: Cross-attention message-passing transformer for error correcting codes,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:07.024742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d401ff0-5baa-4e33-86d4-9854586fe62c · outbound

This paper cites A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:06.721206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0dc412dc-e62f-4210-b86d-2d9bcba02ed9 · outbound

This paper cites The road towards 6G: A comprehensive survey,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks The road towards 6G: A comprehensive survey,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:48.243109Z

Source-reported events for the cited work

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Observation 69ee98ba-5735-48f8-9dad-249566704fa0 · outbound

This paper cites Trends in channel coding for 6G,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Trends in channel coding for 6G,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:06.344824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c5d439d7-5ed1-45eb-84ba-cb9daba312ca · outbound

This paper cites 6G: A welcome chance to unify channel coding?.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks 6G: A welcome chance to unify channel coding?

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:05.998499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77e717d5-e5a1-493d-bab4-ba3874f30a62 · outbound

This paper cites Channel coding for 6g extreme connectivity- requirements, capabilities and fundamental tradeoffs,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Channel coding for 6g extreme connectivity- requirements, capabilities and fundamental tradeoffs,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:05.704808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f88ea34-8c5b-4d8b-9219-4bdcba5b9aeb · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks BERT: Pre-training of deep bidirectional transformers for language understanding,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:05.359843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cb1eb04b-06e6-4cfa-bcaa-fa0a76c2b5e2 · outbound

This paper cites Deep residual learning for image recognition,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Deep residual learning for image recognition,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:05.092082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f17da101-b8a6-400b-a8e2-899db34af386 · outbound

This paper cites Rich feature hierarchies for accurate object detection and semantic segmentation,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Rich feature hierarchies for accurate object detection and semantic segmentation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:04.773165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b16bf60-c530-493f-a0c5-c9fad8703ae5 · outbound

This paper cites End-to-end object detection with transformers,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks End-to-end object detection with transformers,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:04.464746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d8285a4-3d92-4feb-80a5-a5df20583331 · outbound

This paper cites The capacity of low-density parity check codes under message-passing decoding,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks The capacity of low-density parity check codes under message-passing decoding,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:04.002493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f234f79-d0d1-4582-a93d-6fb4db6c5725 · outbound

This paper cites Reduced complexity iterative decoding of low-density parity check codes based on belief propagation,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Reduced complexity iterative decoding of low-density parity check codes based on belief propagation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:03.555415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e8ff24a8-ddf8-4cb7-b36e-780babe95612 · outbound

This paper cites Soft-decision decoding of linear block codes based on ordered statistics,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Soft-decision decoding of linear block codes based on ordered statistics,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:03.029876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cf17589e-3898-48aa-93c5-0111dbd8edf1 · outbound

This paper cites Capacity-achieving guessing random additive noise decoding,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Capacity-achieving guessing random additive noise decoding,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:50.048020Z

Source-reported events for the cited work

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Observation 4bcfb3a2-4ea8-4da4-8d11-698f59f7cb84 · outbound

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

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Deep learning methods for improved decoding of linear codes,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:02.569710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 75e06539-a3b4-4725-8fd6-bf8e7ccce9e8 · outbound

This paper cites Learning to decode protograph LDPC codes,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Learning to decode protograph LDPC codes,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:02.140198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b60856e0-28b1-422f-9db1-960d0eb91014 · outbound

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

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Hyper-graph-network decoders for block codes,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:01.665698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 317435f6-87b7-40bf-bb4f-3e55eed6b272 · outbound

This paper cites Autoregressive Belief Propagation for Decoding Block Codes.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Autoregressive Belief Propagation for Decoding Block Codes

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:28:55.056653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 807ea82c-62a6-464b-893a-61a15727621c · outbound

This paper cites Boosting learning for LDPC codes to improve the error-floor performance,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Boosting learning for LDPC codes to improve the error-floor performance,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:01.350411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 596fde76-c18a-44d0-8867-31813d9496bf · outbound

This paper cites Neural min-sum decoding for generalized LDPC codes,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Neural min-sum decoding for generalized LDPC codes,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:01.056172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fbfcc6f9-e243-4772-a1e3-3249fb3ea247 · outbound

This paper cites Boosted neural decoders: Achieving extreme reliability of ldpc codes for 6G networks,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Boosted neural decoders: Achieving extreme reliability of ldpc codes for 6G networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:00.752893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5880c23-89f3-4b75-8858-2cd3276b90fe · outbound

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

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Pruning and quantizing neural belief propagation decoders,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:00.316142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ea12826-3019-46b0-94b9-2275c6948afe · outbound

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

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks On deep learning- based channel decoding,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:59.775898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 656948cc-6f10-4cef-b0e6-9c2df22d7b6d · outbound

This paper cites Scaling deep learning-based decoding of polar codes via partitioning,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Scaling deep learning-based decoding of polar codes via partitioning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:59.364738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bc34c726-0917-4f50-bfe1-fb245ce86a96 · outbound

This paper cites Deep learning for decoding of linear codes - A syndrome-based approach,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Deep learning for decoding of linear codes - A syndrome-based approach,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:59.002958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae11198e-d435-4331-ab02-0901490ade03 · outbound

This paper cites Error correction code transformer,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Error correction code transformer,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:58.661178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 57ac2d8a-9007-4d8d-b077-16cfce7baaaa · outbound

This paper cites Denoising diffusion error correction codes,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Denoising diffusion error correction codes,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:58.415192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 816c27e4-c536-47fc-a4f2-6e5818e4ca3a · outbound

This paper cites Multiple- masks error correction code transformer for short block codes,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Multiple- masks error correction code transformer for short block codes,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:58.036501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b9df3688-e7ec-4c62-bce6-fe1ee6acdfa8 · outbound

This paper cites A foundation model for error correction codes,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks A foundation model for error correction codes,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:57.576555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 72c53df8-cd76-4890-875b-44b59c1e1cc4 · outbound

This paper cites Attention is all you need,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Attention is all you need,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:57.321598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ba1bc75-371f-4d7c-955a-61c51ae7e848 · outbound

This paper cites An image is worth16×16words: Transformers for image recognition at scale,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks An image is worth16×16words: Transformers for image recognition at scale,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:56.977037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0bb3e07f-f8d8-4b94-b20d-db661711f491 · outbound

This paper cites Speech-transformer: A no-recurrence sequence-to-sequence model for speech recognition,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Speech-transformer: A no-recurrence sequence-to-sequence model for speech recognition,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:56.504768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dad840fc-d1de-4db4-a687-678afebe5097 · outbound

This paper cites Highly accurate protein structure prediction with AlphaFold,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Highly accurate protein structure prediction with AlphaFold,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:56.071546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 546fde33-02ab-41a1-8ee9-e15e09929f49 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Adam: A Method for Stochastic Optimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:54.164817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dfdf764-3736-4197-a239-12cdc4e4499b · outbound

This paper cites Database of channel codes and ML simulation results,.

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks Database of channel codes and ML simulation results,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:55.659457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation d46eca61-7f11-47a3-b23d-71296ad26c4a · inbound

Scalable Mamba-Based Message-Passing Neural Decoder for Error-Correcting Codes cites this paper.

Scalable Mamba-Based Message-Passing Neural Decoder for Error-Correcting Codes Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:16:28.414249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.