Paper Citation Record · LEDGER

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels

As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2605.22856.

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

pith.paper-citation-record.v1
2605.22856 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T00:05:57.796193Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T15:32:53.282167Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

verified exact16
verified fuzzy28
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ec82d4d-44ad-4604-b026-6e10a7931efa · outbound

This paper cites PilotWiMAE: Wireless channel pilots are all you need.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels PilotWiMAE: Wireless channel pilots are all you need

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.107977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa2e2088-51ae-4615-bdaf-ee813991e221 · outbound

This paper cites LWM: A pre-trained wireless foundation model for universal feature extraction.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels LWM: A pre-trained wireless foundation model for universal feature extraction

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.124554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a785e35-0c5f-4097-81c9-1d6c5802a17a · outbound

This paper cites A MIMO wireless channel foundation model via CIR- CSI consistency.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels A MIMO wireless channel foundation model via CIR- CSI consistency

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.120777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4dec78c6-ab23-4754-b9df-665c1db4e443 · outbound

This paper cites CSI-MAE: A masked autoencoder-based channel foun- dation model.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels CSI-MAE: A masked autoencoder-based channel foun- dation model

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.143533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1cb5775-3dca-4d2c-806f-eb664ec81cea · outbound

This paper cites WiFo: Wireless foundation model for channel prediction.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels WiFo: Wireless foundation model for channel prediction

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.161759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0656309a-9c85-406e-95db-ba6c22c8803f · outbound

This paper cites LWM-Temporal: Sparse spatio-temporal attention for wireless channel representation learning.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels LWM-Temporal: Sparse spatio-temporal attention for wireless channel representation learning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.191633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 799c0ca2-5e5a-4689-93f5-b2a179baa77d · outbound

This paper cites WirelessGPT: A generative foundation model for multi- task integrated sensing and communication.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels WirelessGPT: A generative foundation model for multi- task integrated sensing and communication

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.130796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db677e52-f158-4611-bd59-54221a691b14 · outbound

This paper cites LLM4CP: Adapting large language models for channel prediction.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels LLM4CP: Adapting large language models for channel prediction

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.152682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9846f26d-3e90-4a49-abeb-2a97b54d7095 · outbound

This paper cites A multi-task foundation model for wireless channel representation using contrastive and masked autoencoder learning.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels A multi-task foundation model for wireless channel representation using contrastive and masked autoencoder learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.138691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6656563b-2fb3-44e1-a9cd-5c25572f3f61 · outbound

This paper cites WiFo-CF: Wireless Foundation Model for CSI Feedback.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels WiFo-CF: Wireless Foundation Model for CSI Feedback

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.183404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5799996e-4071-407f-8085-e3ef20ac5b38 · outbound

This paper cites Filter-and-attend: Wireless channel foundation model with noise-plus-interference suppression structure.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Filter-and-attend: Wireless channel foundation model with noise-plus-interference suppression structure

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.151751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5aaf0fc3-80c4-4afe-8ca0-79a5387b2d27 · outbound

This paper cites A Wireless Foundation Model for Multi-Task Prediction.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels A Wireless Foundation Model for Multi-Task Prediction

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.126739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b5fad246-2dd3-4be9-b9f1-386f6636bcf2 · outbound

This paper cites Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.135396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 357b343f-1331-4c13-b3d4-15149e6d819a · outbound

This paper cites Reducing pilots in channel estimation with predictive foundation models.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Reducing pilots in channel estimation with predictive foundation models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.222913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e88ee854-cf0d-4f30-836c-8ad471de4937 · outbound

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

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels WiFo-2: a generalist foundation model unifies heterogeneous wireless system design

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-25T00:06:29.172811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2baeeb4b-9714-4210-9b86-ece172486ed6 · outbound

This paper cites 6G WavesFM: A foundation model for sensing, communication, and localization.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels 6G WavesFM: A foundation model for sensing, communication, and localization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.134759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa950b14-ffe6-4dfb-a2ff-9ddba4cf6276 · outbound

This paper cites LVM4CSI: Enabling Direct Application of Pre-Trained Large Vision Models for Wireless Channel Tasks.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels LVM4CSI: Enabling Direct Application of Pre-Trained Large Vision Models for Wireless Channel Tasks

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.206437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 55fec195-56c5-4a7f-9c3a-0e66f044f4a9 · outbound

This paper cites MUSE-FM: Multi-task environment-aware foundation model for wireless communications.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels MUSE-FM: Multi-task environment-aware foundation model for wireless communications

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.199295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e17c2b2-8a48-4943-ba9b-47014c33bce7 · outbound

This paper cites OFDM channel estimation by singular value decom- position.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels OFDM channel estimation by singular value decom- position

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.147091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 549cbb4e-9339-4f46-9567-7776e26bdb80 · outbound

This paper cites Channel estimation techniques based on pilot arrange- ment in OFDM systems.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Channel estimation techniques based on pilot arrange- ment in OFDM systems

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.142983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7e753d40-3a7b-4f46-bf20-88067cc08d7f · outbound

This paper cites Benchmarking neural network robust- ness to common corruptions and perturbations.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Benchmarking neural network robust- ness to common corruptions and perturbations

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.156844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cb9bd40f-72f8-4cb0-b9b4-238b4d912098 · outbound

This paper cites Measuring robustness to natural distribution shifts in image classification.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Measuring robustness to natural distribution shifts in image classification

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.126685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dadf8df9-a284-4467-b9ee-14e25f1ce60e · outbound

This paper cites Attention is all you need.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Attention is all you need

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.166973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4119c6e1-784a-4825-95b0-138a270477a3 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels An image is worth 16x16 words: Transformers for image recognition at scale

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.129707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 17e9bd36-2c24-4c2b-b9c9-d4794c843981 · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels BERT: Pre-training of deep bidirectional transformers for language understanding

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.174217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2b79b27-8f35-4d7c-97c4-c22cdec80f8c · outbound

This paper cites Masked autoencoders are scalable vision learners.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Masked autoencoders are scalable vision learners

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.112632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c8a6e04-585f-4d01-b3cf-f618292aa5ac · outbound

This paper cites Scaling Laws for Neural Language Models.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Scaling Laws for Neural Language Models

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-25T00:06:29.165853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eb525507-e326-4a58-b381-b0d752faaaa3 · outbound

This paper cites Training compute-optimal large language models.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Training compute-optimal large language models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.108977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 888cc550-c7cb-437f-8dbb-a990b31f47db · outbound

This paper cites Scaling vision transformers.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Scaling vision transformers

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.170601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 90688f0a-7be5-41ec-8365-601a601bbc4c · outbound

This paper cites NR; Physical Channels and Modulation.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels NR; Physical Channels and Modulation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.096053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 70d752c3-f142-4cdd-a668-87c45ef0f87b · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-25T00:06:29.102161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5fb9d714-87c3-4f53-ba87-a085c027a0e3 · outbound

This paper cites Characterization of randomly time-variant linear channels.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Characterization of randomly time-variant linear channels

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.178231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af57f58d-ea14-4dfd-ba50-6c3a0f126308 · outbound

This paper cites Chapter 1 - fundamentals of time-varying communication channels.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Chapter 1 - fundamentals of time-varying communication channels

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.181966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2c7ab083-1a79-451b-98d4-97ef2f14766d · outbound

This paper cites Self-supervised and invariant representations for wireless localization.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Self-supervised and invariant representations for wireless localization

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.186589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 75ac9fd9-6a20-4f85-883f-a9c0c950e759 · outbound

This paper cites WirelessJEPA: A multi-antenna foundation model using spatio-temporal wireless latent predictions.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels WirelessJEPA: A multi-antenna foundation model using spatio-temporal wireless latent predictions

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.118512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcb1c7a5-d199-4b5c-a631-7835fe52c029 · outbound

This paper cites How mask matters: Towards theoretical understandings of masked autoencoders.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels How mask matters: Towards theoretical understandings of masked autoencoders

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.073630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e7b8c3f9-13cf-4fb1-9e39-9966bf011225 · outbound

This paper cites Is space-time attention all you need for video understanding?.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Is space-time attention all you need for video understanding?

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.070152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a5d81431-a364-4382-b569-08b0b8240016 · outbound

This paper cites ViViT: A video vision transformer.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels ViViT: A video vision transformer

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.092171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88da41b3-8528-4124-9850-0993c4ff033a · outbound

This paper cites Computationally Efficient Neural Receivers via Axial Self-Attention.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Computationally Efficient Neural Receivers via Axial Self-Attention

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-15T02:21:57.874718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b44021f2-f6eb-45de-92f0-b39f4906b61f · outbound

This paper cites Physics-informed transformer for multi-band channel frequency response reconstruction.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Physics-informed transformer for multi-band channel frequency response reconstruction

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.214265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 82aaf507-3638-49da-8739-7591eb59910a · outbound

This paper cites Sionna rt: Technical report.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Sionna rt: Technical report

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-25T00:06:29.110208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2d025c7-ff63-4c51-aaa0-fada3df0a8e2 · outbound

This paper cites Study on channel model for frequencies from 0.5 to 100 GHz.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Study on channel model for frequencies from 0.5 to 100 GHz

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.083046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4ae74401-5390-4ca9-a6ba-8c9009b17536 · outbound

This paper cites Physical layer procedures for data.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels Physical layer procedures for data

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.112021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d773ae57-79ab-43d6-be84-bae4036d6df9 · outbound

This paper cites The distance-weighted k-Nearest-Neighbor rule.

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels The distance-weighted k-Nearest-Neighbor rule

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T00:06:30.104229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation cd9faf04-4764-4453-9077-ac65f85aa9d2 · inbound

JEPA for AI-Native 6G: Predictive Representations and Open Challenges cites this paper.

JEPA for AI-Native 6G: Predictive Representations and Open Challenges PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T15:32:53.282167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.