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Paper Citation Record · LEDGER

A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2502.11965.

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

pith.paper-citation-record.v1
2502.11965 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:30:27.712150Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T03:24:12.828763Z

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 f389e8d8-c082-46b4-9e3d-83c378abdf56 · 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 A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T10:30:27.712150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:30:27.712150Z digest=sha256:c2799fe77f94b0d4b41575471244a0b0d970169fc54dcf0c9e78ec5d44bb65fa

Observation 7be53595-c56f-4757-acdf-e7fad87fef2c · inbound

IQFM A Wireless Foundational Model for I/Q Streams in AI-Native 6G cites this paper.

IQFM A Wireless Foundational Model for I/Q Streams in AI-Native 6G A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T05:56:03.117255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:56:03.117255Z digest=sha256:8fe27836feaeee6b82952f6e3b55f0a221071ccf2b66968a9609409413b1e9a0

Observation bf9dbfd1-d744-4648-b697-ce4804c22bfc · inbound

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration cites this paper.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 111

Resolution
unresolved
no resolver link, observed 2026-08-07T05:33:55.831998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:33:55.831998Z digest=sha256:6cbbbebb70aff3d82546a742d3f2dae4f20c1f3c4c418874c8d57f2a7be5f46c

Observation b5b4af32-3ab9-4cc0-b142-ff6fde0ca397 · inbound

Towards channel foundation models (CFMs): Motivations, methodologies and opportunities cites this paper.

Towards channel foundation models (CFMs): Motivations, methodologies and opportunities A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T16:24:47.291469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:24:47.291469Z digest=sha256:c8a1bac1a9508075639fde8c8c8ba9048346ab59c97bc6a6a76033b1e08220e5

Observation 2c061e21-ffdf-4ad5-a8d6-453ca715fe2b · inbound

WiFo-2: a generalist foundation model unifies heterogeneous wireless system design cites this paper.

WiFo-2: a generalist foundation model unifies heterogeneous wireless system design A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-17T05:19:04.901242Z

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=2026-05-17T05:17:01.867481Z digest=sha256:21b6a982983590fa81cd978fbd9fdd93d7654cef4006031d93e32fcbee00293c

Observation 068dae04-cd83-4522-b7ec-f1d8c4151c3f · inbound

WiFo-2: a generalist foundation model unifies heterogeneous wireless system design cites this paper.

WiFo-2: a generalist foundation model unifies heterogeneous wireless system design A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-03T19:53:39.917071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T19:53:39.917071Z digest=sha256:e95708a501a45092333c57e5788c8b85061b77d01a4da35e77f2269c0d44bcc2

Observation 5af51586-8858-4ac8-a199-15503403c84a · inbound

WiFo-M$^2$: Empower Wireless Communications With Plug-and-Play Environment Sensing via Foundation Model cites this paper.

WiFo-M$^2$: Empower Wireless Communications With Plug-and-Play Environment Sensing via Foundation Model A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-03T10:44:48.344648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:44:48.344648Z digest=sha256:60040c4ca1d466c15c12f3d640aef0dd844715ba5bf9d8b0b4b305f5831a5519

Observation d852edd8-293a-454c-9e19-e6f990cee723 · inbound

Fast Wireless Foundation Models with Early-Exits cites this paper.

Fast Wireless Foundation Models with Early-Exits A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T03:24:12.830131Z

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=2026-06-30T01:44:30.763412Z digest=sha256:170d0f038ae684cf66acdbf42e13fef153aa91d5e34486b80cc3c2d7210b2ce6

Observation 0f4280a1-4787-4d51-975f-eb6bed6421f3 · inbound

Generalizable and Computational Efficient Channel Extrapolation for 6G: A Configurable AI-Driven Framework Built from a Modular Perspective cites this paper.

Generalizable and Computational Efficient Channel Extrapolation for 6G: A Configurable AI-Driven Framework Built from a Modular Perspective A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T20:23:59.506737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:23:59.506737Z digest=sha256:611fc742c82af4e3c75ca81bb3f643275770265731c7c065ee1baa7206d2c927