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Paper Citation Record · LEDGER

Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2407.11036.

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

pith.paper-citation-record.v1
2407.11036 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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:32:44.344638Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:35:42.722215Z

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 adb51c2c-2cf3-4aae-9936-8c96ed78b31e · inbound

Improve the Training Efficiency of DRL for Wireless Communication Resource Allocation: The Role of Generative Diffusion Models cites this paper.

Improve the Training Efficiency of DRL for Wireless Communication Resource Allocation: The Role of Generative Diffusion Models Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-08T13:32:44.344638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:32:44.344638Z digest=sha256:d33dcabb9450c769080ace83d18c08dba40ff700d288163933047e3b1592fbd2

Observation a5f1e4db-1103-4a27-bb24-3f46107abaf3 · inbound

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

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses

Reference 211

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:35:42.762277Z

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.

source=pdf_text observed=2026-08-06T05:35:39.932185Z digest=sha256:456d00f68473b60383b78d35bdb6e64dbb8885e59f1b72b6ff89fcf8ec8fbae3