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Paper Citation Record · LEDGER

CSI-GPT: Integrating Generative Pre-Trained Transformer with Federated-Tuning to Acquire Downlink Massive MIMO Channels

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2406.03438.

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

pith.paper-citation-record.v1
2406.03438 v2

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 2026-08-08T18:56:47.001598Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T10:30:32.581719Z

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 6f100d7d-b027-40fa-848f-eb3a20a8a537 · inbound

WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication cites this paper.

WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication CSI-GPT: Integrating Generative Pre-Trained Transformer with Federated-Tuning to Acquire Downlink Massive MIMO Channels

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T18:56:47.001598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:56:47.001598Z digest=sha256:ff1958aa331d39adc2d572919cdbf583bb5ab2156454d5308cf6667bef169302

Observation 50442554-b9a6-401d-9cde-dc87feda6956 · inbound

CSI2Vec: Towards a Universal CSI Feature Representation for Positioning and Channel Charting cites this paper.

CSI2Vec: Towards a Universal CSI Feature Representation for Positioning and Channel Charting CSI-GPT: Integrating Generative Pre-Trained Transformer with Federated-Tuning to Acquire Downlink Massive MIMO Channels

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:30:32.628651Z

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=2026-08-07T10:30:28.900892Z digest=sha256:cce965a36378419a550705986cf6adfb09f3f61a0a656910ee4e5246a6b9e18f