Paper Citation Record · LEDGER

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation

As of 22 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2608.10222.

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

pith.paper-citation-record.v1
2608.10222 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:15:43.464923Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact2
verified fuzzy15
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a16a062-885f-4e73-8b0c-24314d26c56a · outbound

This paper cites Telecom World Models: Unifying Digital Twins, Foundation Models, and Predictive Planning for 6G.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Telecom World Models: Unifying Digital Twins, Foundation Models, and Predictive Planning for 6G

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.233628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4db27c2-f9e0-43b2-85eb-cbba07b3767e · outbound

This paper cites Structured latent dynam- ics in wireless CSI via homomorphic world models,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Structured latent dynam- ics in wireless CSI via homomorphic world models,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.238444Z

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Observation ba473486-1111-41a0-90c8-e35270b0eeb9 · outbound

This paper cites Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.242759Z

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Observation c6ef1acb-2775-414d-a0a3-e23ddcb088de · outbound

This paper cites Revisiting Feature Prediction for Learning Visual Representations from Video.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Revisiting Feature Prediction for Learning Visual Representations from Video

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.246961Z

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Unavailable: canonical work link unavailable.

Observation 9740089c-8054-45e7-8e1f-6dc678e4a636 · outbound

This paper cites V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.250855Z

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Unavailable: canonical work link unavailable.

Observation 5d3db11a-8b4e-4417-8d26-4058f57d67df · outbound

This paper cites AI reasoning for wireless communica- tions and networking: A survey and perspectives,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation AI reasoning for wireless communica- tions and networking: A survey and perspectives,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.340415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 383611c1-b27c-4bb4-be97-cb453e2b0273 · outbound

This paper cites Wireless large AI model: shaping the AI-empowered future of 6G and beyond.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Wireless large AI model: shaping the AI-empowered future of 6G and beyond

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.261113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95fa879-3313-4a2f-b82b-a8576b125cb3 · outbound

This paper cites Deep learning for massive MIMO CSI feedback,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Deep learning for massive MIMO CSI feedback,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.269130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95f8ce0a-1a2f-41f0-b31b-2b7a823b1479 · outbound

This paper cites Deep learning-based CSI feedback approach for time-varying massive MIMO channels,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Deep learning-based CSI feedback approach for time-varying massive MIMO channels,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.301313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4c37d117-291f-4877-a8a6-71998e5d958d · outbound

This paper cites Accurate channel prediction based on transformer: Making mobility negligible,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Accurate channel prediction based on transformer: Making mobility negligible,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.290520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ddc31d94-7877-42e5-b1e8-939f5b79da24 · outbound

This paper cites Spatio-temporal neural network for chan- nel prediction in massive MIMO-OFDM systems,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Spatio-temporal neural network for chan- nel prediction in massive MIMO-OFDM systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.272133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4fa3c15c-7b6b-4071-a2d7-efaf6d4fa5d7 · outbound

This paper cites Machine learning-based channel prediction in wideband massive mimo systems with small overhead for online training,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Machine learning-based channel prediction in wideband massive mimo systems with small overhead for online training,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.256292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3eb8d8f9-46f9-45d0-8d67-fd8d9f1b92e5 · outbound

This paper cites Linformer: A linear-based lightweight transformer architecture for time-aware MIMO channel prediction,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Linformer: A linear-based lightweight transformer architecture for time-aware MIMO channel prediction,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.237232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 82b3be0e-14dc-4adf-9675-4ea8a4abd13d · outbound

This paper cites From data-driven learning to physics- inspired inferring: A novel mobile MIMO channel prediction scheme based on neural ODE,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation From data-driven learning to physics- inspired inferring: A novel mobile MIMO channel prediction scheme based on neural ODE,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.221014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 946fb864-adfe-4d55-800d-403e423215b2 · outbound

This paper cites ODE-Former for mobile channel prediction: A novel learning structure leveraging the physics continuity,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation ODE-Former for mobile channel prediction: A novel learning structure leveraging the physics continuity,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.205414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c18b5c7-763e-45f2-b44f-8293a53e0eb2 · outbound

This paper cites CSI-4CAST: A hybrid deep learning model for CSI prediction with comprehensive robustness and generalization testing,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation CSI-4CAST: A hybrid deep learning model for CSI prediction with comprehensive robustness and generalization testing,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.191157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6c9a98c9-0b2f-403f-89a6-619e170d4811 · outbound

This paper cites Deep transfer learning-based downlink channel prediction for FDD massive MIMO systems,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Deep transfer learning-based downlink channel prediction for FDD massive MIMO systems,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.173216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0542818d-831c-4518-8c83-67c88a598c6c · outbound

This paper cites FIRE: Enabling reciprocity for FDD MIMO systems,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation FIRE: Enabling reciprocity for FDD MIMO systems,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.158856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0a805e0e-2432-4219-9222-b61ac7ef8a2e · outbound

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

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation LLM4CP: Adapting large language models for channel prediction,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.143654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 03e50c07-9d6c-4a99-89f4-d8cc0ba9bb3e · outbound

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

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.311296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 060ef502-eba5-4569-8249-efe60ddc9e57 · outbound

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

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation LWM-Temporal: Sparse spatio-temporal attention for wireless channel representation learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.334744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e69dd7-e440-42e5-bbcd-c3f5e6860ede · outbound

This paper cites AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.348361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 430730ad-476c-4a77-9ee9-c49623ee55bc · outbound

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

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation WiFo: Wireless foundation model for channel prediction,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.105692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8edd64ac-af44-4c3c-a2b8-17c418aeb301 · outbound

This paper cites CSI-JEPA: Towards Foundation Representations for Ubiquitous Sensing with Minimal Supervision.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation CSI-JEPA: Towards Foundation Representations for Ubiquitous Sensing with Minimal Supervision

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:15:43.799207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6f8aa255-c2bc-438d-b67c-cd5f319f6035 · outbound

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

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation WirelessJEPA: A multi-antenna foundation model using spatio-temporal wireless latent predictions,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.389360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 626fd7ca-d1a7-496a-b91d-b4f75c6adb0d · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.392502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c838cef0-30ba-4bf6-942a-5d14e986ff72 · outbound

This paper cites Tutorial on joint em- bedding predictive architectures (JEPA): Foundations, applications, and future directions,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Tutorial on joint em- bedding predictive architectures (JEPA): Foundations, applications, and future directions,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.092518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2fe68052-8072-40d1-a835-d8f52f6fdda0 · outbound

This paper cites Learning latent wireless dynamics from channel state information,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Learning latent wireless dynamics from channel state information,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.411024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53441674-a640-4055-a909-f0518d2a90e8 · outbound

This paper cites LatentWave: JEPA Pretraining for Wireless Foundation Models.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation LatentWave: JEPA Pretraining for Wireless Foundation Models

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:15:43.697617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c80ec13-7b53-4c8c-b202-6a51478c271a · outbound

This paper cites MobiWorld: World Models for Mobile Wireless Network.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation MobiWorld: World Models for Mobile Wireless Network

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.424855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8868ee2a-0474-4dc5-a839-e68a6f2e7e28 · outbound

This paper cites JEPA-MSAC: A joint-embedding predictive architecture for multimodal sensing-assisted communications,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation JEPA-MSAC: A joint-embedding predictive architecture for multimodal sensing-assisted communications,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.443930Z

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Unavailable: canonical work link unavailable.

Observation 3d02eb9a-d19b-4cdb-bdf9-ce279fb7d067 · outbound

This paper cites A wireless world model for AI-native 6G networks,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation A wireless world model for AI-native 6G networks,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:43.460048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7daf4720-616c-407b-8753-1ba2ec9b1170 · outbound

This paper cites Time-series JEPA for pre- dictive remote control under capacity-limited networks,.

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation Time-series JEPA for pre- dictive remote control under capacity-limited networks,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:15:44.073711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.