Paper Citation Record · LEDGER

WiFo: Wireless Foundation Model for Channel Prediction

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2412.08908.

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

pith.paper-citation-record.v1
2412.08908 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:06:58.597212Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T10:16:52.298515Z

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 18f532a1-6911-4644-b610-86237a7547ff · inbound

Prompt-Enabled Large AI Models for CSI Feedback cites this paper.

Prompt-Enabled Large AI Models for CSI Feedback WiFo: Wireless Foundation Model for Channel Prediction

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T19:06:58.597212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2af4a741-92a8-43cd-abbf-a5b1f3638e95 · inbound

LLM4WM: Adapting LLM for Wireless Multi-Tasking cites this paper.

LLM4WM: Adapting LLM for Wireless Multi-Tasking WiFo: Wireless Foundation Model for Channel Prediction

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T16:38:59.237024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ad2244e-053e-4866-9e17-3a6b03bd4f0b · 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 WiFo: Wireless Foundation Model for Channel Prediction

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:29.337743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb1507b8-6927-406f-a181-df168991b4b7 · inbound

Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication cites this paper.

Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication WiFo: Wireless Foundation Model for Channel Prediction

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:45:46.049675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab87883c-f632-4f76-bf0e-80e507380ddf · inbound

Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence cites this paper.

Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence WiFo: Wireless Foundation Model for Channel Prediction

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:07:46.992383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 54330537-5a72-4dd1-adaa-9c8af1c06313 · inbound

WiSER: A Wireless Scene Encoder for Geometry-Grounded Multi-View Wireless Prediction cites this paper.

WiSER: A Wireless Scene Encoder for Geometry-Grounded Multi-View Wireless Prediction WiFo: Wireless Foundation Model for Channel Prediction

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T10:16:52.300017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.