Paper Citation Record · LEDGER

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations

As of 16 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2608.08033.

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

pith.paper-citation-record.v1
2608.08033 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:36:19.247266Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

38 of 38 outbound references displayed

verified exact1
verified fuzzy25
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8800603b-9197-4458-9ab4-b02cf2af6c94 · outbound

This paper cites Intelligent Multi-Modal Sensing- Communication Integration: Synesthesia of Machines,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Intelligent Multi-Modal Sensing- Communication Integration: Synesthesia of Machines,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.935234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b9dbccc7-9d3a-44cb-8496-0cf29f9d3dfc · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations On the Opportunities and Risks of Foundation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.083820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 212db7ae-af5e-4d50-8b8c-5a2418736777 · outbound

This paper cites WirelessGPT: A Generative Pre-Trained Multi- Task Learning Framework for Wireless Communication,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations WirelessGPT: A Generative Pre-Trained Multi- Task Learning Framework for Wireless Communication,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.922013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0250d872-01b6-4124-a235-c981a27d50d8 · outbound

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

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.092520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b295cd7f-ca59-4ac1-9404-0bfae8b1fffb · outbound

This paper cites MUSE-FM: Multi-Task Environment-Aware Foundation Model for Wireless Communications,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations MUSE-FM: Multi-Task Environment-Aware Foundation Model for Wireless Communications,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.908111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f79d0d5b-0d77-448d-9b8a-34061b8864e2 · outbound

This paper cites Large Wireless Model (LWM): A Foundation Model for Wireless Channels.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Large Wireless Model (LWM): A Foundation Model for Wireless Channels

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.100924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d321fec0-721d-4524-bde6-ece521d1d593 · outbound

This paper cites WiFo: Wireless Foundation Model for Channel Prediction,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations WiFo: Wireless Foundation Model for Channel Prediction,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.892807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation db770a4b-55b9-4c92-9543-f584d9aa43d3 · outbound

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

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations A multi-task foundation model for wireless channel representation using contrastive and masked autoencoder learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.880447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6da7654a-6a0d-4f7b-bc71-f76125ce66c3 · outbound

This paper cites A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.112966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 113df6bf-babe-4e17-a755-7a316b4aca6b · outbound

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

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.117104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2380261c-6a48-4ed6-b329-ab63596c161d · outbound

This paper cites Adaptive 3D-RoPE: Physics-Aligned Rotary Positional Encoding for Wireless Foundation Models.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Adaptive 3D-RoPE: Physics-Aligned Rotary Positional Encoding for Wireless Foundation Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.121178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79281179-6cb6-4fa6-8029-0438453bd6dd · outbound

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

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.125586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89f75af3-cc17-4b67-8488-94157158ea39 · outbound

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

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations WiFo-CF: Wireless Foundation Model for CSI Feedback,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.868132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a4457426-7cd2-4697-87ef-d62297dbeb8e · outbound

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

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations WiFo-2: a generalist foundation model unifies heterogeneous wireless system design

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.133456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba441613-2d18-4dc1-9e16-0e884ba73604 · outbound

This paper cites WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM).

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.137829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cf6d69a-bd6a-4dc8-a787-a896ca8b62ed · outbound

This paper cites Large wireless foundation models: Stronger over bigger,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Large wireless foundation models: Stronger over bigger,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.141747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2784b584-574e-4ced-840b-f9094179c559 · outbound

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

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Foundation Model Empowered Synesthesia of Machines (SoM): AI-Native Intelligent Multi-Modal Sensing-Communication Integration,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.855543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0f773927-53b2-436b-8583-7e43697b7d5f · outbound

This paper cites Large Language Models for Wireless Communications: From Adaptation to Autonomy,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Large Language Models for Wireless Communications: From Adaptation to Autonomy,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.843778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dfddd495-4c6e-41da-90b6-fc9ae6dd9813 · outbound

This paper cites Large AI Models for Wireless Physical Layer,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Large AI Models for Wireless Physical Layer,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.830262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d0b2122e-da76-4373-8161-145d03d65bc3 · outbound

This paper cites Implicit Neural Representations with Periodic Activation Functions,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Implicit Neural Representations with Periodic Activation Functions,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.817935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation add88154-2676-49af-a3cc-90b8fb175abf · outbound

This paper cites Nerf2: Neural radio- frequency radiance fields,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Nerf2: Neural radio- frequency radiance fields,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.806055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4e8abb28-281a-4044-b58e-3596b16b9198 · outbound

This paper cites MIMO Channel as a Neural Function: Implicit Neural Representations for Extreme CSI Compression in Massive MIMO Systems.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations MIMO Channel as a Neural Function: Implicit Neural Representations for Extreme CSI Compression in Massive MIMO Systems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.166362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e4afe60-d5a9-49f9-9b82-009def1568a9 · outbound

This paper cites Unsupervised Online Channel Estimation for High-Mobility OFDM via Implicit Neural Representation.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Unsupervised Online Channel Estimation for High-Mobility OFDM via Implicit Neural Representation

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:36:19.363301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 45af55d4-0285-498e-95c0-cde2330b1d7b · outbound

This paper cites C-GRBFnet: A Physics-Inspired Generative Deep Neural Network for Channel Representation and Prediction,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations C-GRBFnet: A Physics-Inspired Generative Deep Neural Network for Channel Representation and Prediction,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.794463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0a41e870-9745-4693-8616-f3b54ca80d25 · outbound

This paper cites Gener- alizable Implicit Neural Representations via Instance Pattern Composers,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Gener- alizable Implicit Neural Representations via Instance Pattern Composers,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.781880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e045111e-3bdf-4b03-99ca-1a661065cecc · outbound

This paper cites Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.766234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f57681ba-2023-4f4d-a514-2d6b484df0d0 · outbound

This paper cites QuaDRiGa: A 3-D Multi-Cell Channel Model With Time Evo- lution for Enabling Virtual Field Trials,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations QuaDRiGa: A 3-D Multi-Cell Channel Model With Time Evo- lution for Enabling Virtual Field Trials,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.754196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 45cb5973-9868-4a42-ae98-2c0d43fba97b · outbound

This paper cites Sionna RT: Technical Report,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Sionna RT: Technical Report,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T00:36:19.200070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75986223-4e0a-4439-a745-74a73344c848 · outbound

This paper cites DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.741974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 73ddd833-df1c-460d-b923-e6faf69bed44 · outbound

This paper cites Accurate Channel Prediction Based on Transformer: Making Mobility Negligible,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Accurate Channel Prediction Based on Transformer: Making Mobility Negligible,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.729387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3a8ad027-bf3f-4d2f-80f3-51296fe2cf87 · outbound

This paper cites Channelformer: Attention-Based Neural Solution for Wireless Channel Estimation and Effective Online Training,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Channelformer: Attention-Based Neural Solution for Wireless Channel Estimation and Effective Online Training,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.715990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1a658e4f-7a48-4eb4-8ef1-8b98ec20cabf · outbound

This paper cites Deep Learning for Massive MIMO CSI Feedback,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Deep Learning for Massive MIMO CSI Feedback,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.703383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 47723f48-a88c-4599-a771-9f8eae1e3cca · outbound

This paper cites TransNet: Full Attention Network for CSI Feedback in FDD Massive MIMO System,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations TransNet: Full Attention Network for CSI Feedback in FDD Massive MIMO System,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.689179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 52be9169-cee2-4ab7-99c1-b6257cebfd6d · outbound

This paper cites Deep Learning for mmWave Beam and Blockage Prediction Using Sub-6 GHz Channels,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Deep Learning for mmWave Beam and Blockage Prediction Using Sub-6 GHz Channels,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.674211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c8addcae-b8b6-4ed1-9b66-22f8c5052239 · outbound

This paper cites Attention Aided CSI Wireless Localization,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Attention Aided CSI Wireless Localization,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.661288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d8002cc6-8be3-411a-b526-3146f8ac4869 · outbound

This paper cites Channel State Iden- tification in Complex Indoor Environments With ST-CNN and Transfer Learning,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations Channel State Iden- tification in Complex Indoor Environments With ST-CNN and Transfer Learning,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.648596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c74e2762-2260-45bc-b37f-be2a513c0f87 · outbound

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

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations LLM4WM: Adapting LLM for Wireless Multi-Tasking,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.635470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 857181b1-f660-4cee-b05f-7df64b09e913 · outbound

This paper cites LLM4CP: Adapting Large Language Models for Channel Prediction,.

WiFo-INR: A Wireless Foundation Model Based on Implicit Neural Representations LLM4CP: Adapting Large Language Models for Channel Prediction,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:36:19.620849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.