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Paper Citation Record · LEDGER

A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2312.08248.

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

pith.paper-citation-record.v1
2312.08248 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:18:30.847675Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T21:37:07.338193Z

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 9262ec10-6dc7-40a4-b485-15730ca2a194 · inbound

BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction cites this paper.

BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T22:24:43.971187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:24:43.971187Z digest=sha256:acac6dd08356b636ef2d4c6f6577131f2227e086218e92bcc699eea5f0091b18

Observation 017d0891-d305-4d3a-b0c7-530c75bd4d07 · inbound

Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions cites this paper.

Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:37:07.343130Z

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.

source=pdf_text observed=2026-08-10T21:37:04.143504Z digest=sha256:290d5368e79fc0af67ba0139e0119338e70b42f8984bbcdfb7c6121574d28cd7

Observation 9bb69627-1723-4f7f-80a1-aef5ae082326 · inbound

GenAI in Entrepreneurship: a systematic review of generative artificial intelligence in entrepreneurship research: current issues and future directions cites this paper.

GenAI in Entrepreneurship: a systematic review of generative artificial intelligence in entrepreneurship research: current issues and future directions A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective

Reference 220

Resolution
unresolved
no resolver link, observed 2026-08-15T23:18:30.847675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:18:30.847675Z digest=sha256:0c57f311f648864836437ba8142cba33cf6acbadde2173c0f98c8691f48ff45b

Observation 6b9b0ac7-d743-4ab7-a3a3-031bd4ae9cd2 · inbound

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey cites this paper.

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:48.802319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:48.802319Z digest=sha256:756412bcec6f386dbda24b731c6239dea5d4e6d73a5cbe381db32bc4c716ff8d

Observation 046ff917-4acb-44ad-b61b-9e4ae4193c14 · inbound

Generative AI for Autonomous Driving: A Review cites this paper.

Generative AI for Autonomous Driving: A Review A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T15:24:01.451958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:24:01.451958Z digest=sha256:077f290bc2da36b14ebc0e3c2ddab08d45c52d0db176fd73aa91b506135adb92