Paper Citation Record · LEDGER

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation

As of 13 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2412.18876.

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

pith.paper-citation-record.v1
2412.18876 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:25:48.459823Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

15 of 15 outbound references displayed

verified exact2
verified fuzzy10
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 772b9824-d5b1-4922-9803-77f06857e41f · outbound

This paper cites Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:25:48.739114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8b10b3be-8ded-4b66-8183-0c19913ec903 · outbound

This paper cites Toward intelligent communications: Large model empowered semantic communica- tions,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Toward intelligent communications: Large model empowered semantic communica- tions,

Reference 2

Resolution: verified exact; doi, observed 2026-08-11T04:25:48.507803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e1dc3173-c91b-4227-8e4e-d31e80dc49fe · outbound

This paper cites Learning discrete representations via information maximizing self-augmented training,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Learning discrete representations via information maximizing self-augmented training,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.970306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4e0a5aad-fa1f-4ebe-87a9-319e4c6b9e9a · outbound

This paper cites Neural joint source-channel coding,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Neural joint source-channel coding,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.934271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 67343a72-726a-47f6-9766-8eec0637865c · outbound

This paper cites Joint coding-modulation for digital semantic communications via variational autoencoder,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Joint coding-modulation for digital semantic communications via variational autoencoder,

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:25:48.706670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 55bc46b4-af9f-44f3-a775-63366b6d8968 · outbound

This paper cites Variational inference: A review for statisticians,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Variational inference: A review for statisticians,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.913946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 721ea34b-2aaf-4778-91bd-a7bc3527ab6c · outbound

This paper cites A unified multi- task semantic communication system for multimodal data,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation A unified multi- task semantic communication system for multimodal data,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.892849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 917f7a57-9b83-4db9-a023-aa3e0b0edfc9 · outbound

This paper cites OFDM-based digital semantic communication with importance awareness,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation OFDM-based digital semantic communication with importance awareness,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.873958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0b1a97f0-ef8b-4263-b3ea-e16885383efb · outbound

This paper cites Deep source-channel coding for sentence semantic transmission with HARQ,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Deep source-channel coding for sentence semantic transmission with HARQ,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:48.424227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f814af13-5e3e-4ad7-a248-ad909095fbb6 · outbound

This paper cites End-to-end optimized image compression,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation End-to-end optimized image compression,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.844908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5e4269b0-2f47-4905-9e74-71b5ce63d04f · outbound

This paper cites Joint source-channel coding for channel-adaptive digital semantic communications,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Joint source-channel coding for channel-adaptive digital semantic communications,

Reference 11

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T04:25:48.609725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8a572820-f075-49b5-914e-283ffa94837e · outbound

This paper cites Constellation design for deep joint source-channel coding,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Constellation design for deep joint source-channel coding,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.820470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 74d37fbc-5362-486e-aec4-d50f704b9f0f · outbound

This paper cites Alleviating distortion accumu- lation in multi-hop semantic communication,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Alleviating distortion accumu- lation in multi-hop semantic communication,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.800387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 10f53116-d013-417c-a5da-679655546815 · outbound

This paper cites Is semantic communication secure? a tale of multi-domain adversarial attacks,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Is semantic communication secure? a tale of multi-domain adversarial attacks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.781925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5c8d832d-ec9a-492a-9fd5-e343e89c9c62 · outbound

This paper cites Deep generative modeling reshapes compression and transmission: From efficiency to resiliency,.

Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation Deep generative modeling reshapes compression and transmission: From efficiency to resiliency,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:48.761000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.