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Paper Citation Record · LEDGER

DMCE: Diffusion Model Channel Enhancer for Multi-User Semantic Communication Systems

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2401.16017.

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

pith.paper-citation-record.v1
2401.16017 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:10:38.773102Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:35:48.134802Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0c76d8cd-2b79-468a-bf7e-17b38487268f · inbound

Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks cites this paper.

Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks DMCE: Diffusion Model Channel Enhancer for Multi-User Semantic Communication Systems

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T23:10:38.773102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:10:38.773102Z digest=sha256:b558df08678d9edeb9f16c00037c4c8e3a0cee931ea19800c7f08ba7e95c8230

Observation 8b4bf3c1-a4df-4c40-bec0-ce38cfa50a61 · inbound

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences cites this paper.

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences DMCE: Diffusion Model Channel Enhancer for Multi-User Semantic Communication Systems

Reference 88

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:35:48.205014Z

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.

source=pdf_text observed=2026-08-06T05:35:39.303444Z digest=sha256:b06060ee5e44e3bc0c1afde84a86c439dd16ff428e0ba90d87ab96d6a163d873