Paper Citation Record · LEDGER

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes

As of 20 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2506.10121.

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

pith.paper-citation-record.v1
2506.10121 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:40:37.621541Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

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

27 of 27 outbound references displayed

verified exact2
verified fuzzy21
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 40a7daee-9b88-4936-bf08-61674d5e0739 · outbound

This paper cites A class of multiple-error-correcting codes and the decoding scheme,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes A class of multiple-error-correcting codes and the decoding scheme,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:35.967075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2fc025-9502-491a-b8a9-ab9c088b5d86 · outbound

This paper cites On a class of error correcting binary group codes,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes On a class of error correcting binary group codes,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:42.274011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e7471edf-d97b-432a-87b3-751ddddc4dc7 · outbound

This paper cites Near Shannon limit error-correcting coding and decoding: Turbo-codes,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Near Shannon limit error-correcting coding and decoding: Turbo-codes,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:42.093355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a75db2c4-32eb-4ce9-8646-e73de0314cc8 · outbound

This paper cites Gallager, Low Density Parity Check Codes.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Gallager, Low Density Parity Check Codes

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.934766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cb3dae68-5e5b-43ad-b5ae-84832afd3d41 · outbound

This paper cites Channel polarization: A method for constructing capacity- achieving codes,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Channel polarization: A method for constructing capacity- achieving codes,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.775085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56fe82d0-a634-45d6-9c3d-2656e9cf6fff · outbound

This paper cites Tinyturbo: Efficient turbo decoders on edge,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Tinyturbo: Efficient turbo decoders on edge,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.638963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation baef9ac3-4491-434e-9414-e0154a77b8a8 · outbound

This paper cites Multi-label and concatenated neural block decoders,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Multi-label and concatenated neural block decoders,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:36.290622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17d50d8f-450b-44bc-87c7-d0c4f97b481c · outbound

This paper cites Belief propagation decoding of short graph-based channel codes via reinforcement learning,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Belief propagation decoding of short graph-based channel codes via reinforcement learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:41.318097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7d938bc3-c7e3-43f3-9eda-22ee7a3bd2fb · outbound

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

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Pruning and quantizing neural belief propagation decoders,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.996482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 429f9c96-d674-427b-b8c1-37a451282ea4 · outbound

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

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Learning to decode linear codes using deep learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.768904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 694d84a9-55d6-4040-ac67-d01878a6dc46 · outbound

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

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Deep learning methods for improved decoding of linear codes,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.563474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 087da418-852b-4e5b-a195-16a99c3c80a0 · outbound

This paper cites DEEPTURBO: Deep turbo decoder,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes DEEPTURBO: Deep turbo decoder,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.396544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26d2098f-6da6-4db2-b476-c6e386d4dd36 · outbound

This paper cites Neural successive cancel- lation decoding of polar codes,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Neural successive cancel- lation decoding of polar codes,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.189636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f978b55e-d513-4659-95bb-6cfbf22fc4da · outbound

This paper cites Learning to communicate: Channel auto-encoders, domain specific regularizers, and attention,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Learning to communicate: Channel auto-encoders, domain specific regularizers, and attention,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:40.024393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 63068d58-0939-4888-94c4-68078b9865f2 · outbound

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

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes An introduction to deep learning for the physical layer,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:36.735304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25566285-6a69-4fdb-8a08-40de68910570 · outbound

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

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes AI coding: Learning to construct error correction codes,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:39.806610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0148de57-5e48-4174-b37e-0a859b48c24a · outbound

This paper cites DRF Codes: Deep SNR-Robust Feedback Codes.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes DRF Codes: Deep SNR-Robust Feedback Codes

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:40:37.971997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5911570b-6d32-415c-ad68-7e63a8718290 · outbound

This paper cites MIND: Model indepen- dent neural decoder,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes MIND: Model indepen- dent neural decoder,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:39.624648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15b29cdf-3510-47d9-8114-414f4d532fb3 · outbound

This paper cites Model-driven DNN decoder for turbo codes: Design, simulation, and experimental results,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Model-driven DNN decoder for turbo codes: Design, simulation, and experimental results,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:39.373008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82503c01-6e1a-4c88-9110-34ec933f019b · outbound

This paper cites Learning to denoise and decode: A novel residual neural network decoder for polar codes,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Learning to denoise and decode: A novel residual neural network decoder for polar codes,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:39.163603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd53cc14-2856-49fe-b313-6687532a27d9 · outbound

This paper cites KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:38.932479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 166368b7-6e3d-4ec1-b71f-16c181f8496a · outbound

This paper cites Dense KO codes: Faster convergence and reduced complexity through dense connectivity,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Dense KO codes: Faster convergence and reduced complexity through dense connectivity,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:38.753784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8555af47-20e0-4363-bccd-51fa3e57c6bc · outbound

This paper cites ProductAE: Towards training larger channel codes based on neural product codes,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes ProductAE: Towards training larger channel codes based on neural product codes,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:38.559708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15a59a02-8a39-4b81-8739-97d5d691dbc2 · outbound

This paper cites Reed-Muller subcodes: Machine learning-aided design of efficient soft recursive decoding,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Reed-Muller subcodes: Machine learning-aided design of efficient soft recursive decoding,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:38.324242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75fe7fda-946a-4574-b18e-b9d5bd5168ed · outbound

This paper cites DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:40:37.832284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e8c09a91-5a9c-4a0c-86ae-4a16b596c437 · outbound

This paper cites Binary codes with specified minimum distance,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Binary codes with specified minimum distance,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:37.537020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d93708f-9d97-41ce-9f4b-3de2156b2728 · outbound

This paper cites Recursive decoding and its performance for low-rate reed- Muller codes,.

HiKO: A Hierarchical Framework for Beyond-Second-Order KO Codes Recursive decoding and its performance for low-rate reed- Muller codes,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:38.112168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.