Paper Citation Record · LEDGER

CSI Prediction Using Diffusion Models

As of 16 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2510.11214.

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

pith.paper-citation-record.v1
2510.11214 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:13:22.349862Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3232b87c-7542-4126-b720-3f648c79cdac · outbound

This paper cites Biglieri, R.

CSI Prediction Using Diffusion Models Biglieri, R

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:18.724471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1e21dd9-eabb-433a-881f-2e80f3e48d57 · outbound

This paper cites How much training is needed in multiple-antenna wireless links?.

CSI Prediction Using Diffusion Models How much training is needed in multiple-antenna wireless links?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:18.827583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2837fc66-2290-4e93-82df-40fa2dee39f5 · outbound

This paper cites Five disruptive technology directions for 5G,.

CSI Prediction Using Diffusion Models Five disruptive technology directions for 5G,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:18.966037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 281a4ba5-77ea-434c-acbc-156968ad6bcd · outbound

This paper cites Channel estimation and hybrid precoding for millimeter wave cellular systems,.

CSI Prediction Using Diffusion Models Channel estimation and hybrid precoding for millimeter wave cellular systems,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.083656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02fe6574-5bda-4216-989e-01c008583abc · outbound

This paper cites Towards systems beyond 3G based on adaptive OFDMA transmission,.

CSI Prediction Using Diffusion Models Towards systems beyond 3G based on adaptive OFDMA transmission,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.207509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18767132-6066-40f1-b2fa-1d34a2147997 · outbound

This paper cites Addressing the curse of mobility in massive MIMO with prony-based angular-delay domain channel predictions,.

CSI Prediction Using Diffusion Models Addressing the curse of mobility in massive MIMO with prony-based angular-delay domain channel predictions,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.247788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b67996de-240a-4da6-b62b-d758ca8e173e · outbound

This paper cites Massive MIMO channel prediction: Kalman filtering vs. machine learning,.

CSI Prediction Using Diffusion Models Massive MIMO channel prediction: Kalman filtering vs. machine learning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.250818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc33f6b-3586-44b1-9574-f1452d20ef99 · outbound

This paper cites Joint channel estimation and prediction for OFDM systems,.

CSI Prediction Using Diffusion Models Joint channel estimation and prediction for OFDM systems,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.315929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04f5b36-ba5d-4b18-aef7-4f01f2b067c0 · outbound

This paper cites Spatial wireless channel prediction under location uncertainty,.

CSI Prediction Using Diffusion Models Spatial wireless channel prediction under location uncertainty,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.425423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55b34a06-e37a-4b93-9adb-c1f0b7a402bb · outbound

This paper cites Predictor antenna: A technique to boost the performance of moving relays,.

CSI Prediction Using Diffusion Models Predictor antenna: A technique to boost the performance of moving relays,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.492744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19064426-e683-4b05-bd6d-e83479c4b4e9 · outbound

This paper cites Autoregressive modeling for fading channel simulation,.

CSI Prediction Using Diffusion Models Autoregressive modeling for fading channel simulation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.603079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bfc164f-d269-499a-9192-8810168a5359 · outbound

This paper cites Deep learning with long short-term memory networks for financial market predictions,.

CSI Prediction Using Diffusion Models Deep learning with long short-term memory networks for financial market predictions,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.677893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f34472f-b04b-43cd-bb32-84292d35c913 · outbound

This paper cites Short-term residential load forecasting based on LSTM recurrent neural network,.

CSI Prediction Using Diffusion Models Short-term residential load forecasting based on LSTM recurrent neural network,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.738308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed696063-fcd8-4177-98f0-27b794a95af6 · outbound

This paper cites Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting,.

CSI Prediction Using Diffusion Models Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.793823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2158a027-9332-4748-9e33-66282d49a341 · outbound

This paper cites The Rise of Diffusion Models in Time-Series Forecasting.

CSI Prediction Using Diffusion Models The Rise of Diffusion Models in Time-Series Forecasting

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.868738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 884100ef-83b0-4cfb-a1c2-2aade4c0325f · outbound

This paper cites Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting.

CSI Prediction Using Diffusion Models Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.945980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcaa9b56-e30d-4c16-b130-238324bae654 · outbound

This paper cites Channel prediction in high-mobility massive MIMO: From spatio-temporal autoregression to deep learning,.

CSI Prediction Using Diffusion Models Channel prediction in high-mobility massive MIMO: From spatio-temporal autoregression to deep learning,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.083770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83af4f63-dd64-4311-8057-46460f73e697 · outbound

This paper cites A comparison of neural networks for wireless channel prediction,.

CSI Prediction Using Diffusion Models A comparison of neural networks for wireless channel prediction,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.161743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09f139b9-f84c-422a-8863-f72191d1eb56 · outbound

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

CSI Prediction Using Diffusion Models Spatio- temporal neural network for channel prediction in massive MIMO- OFDM systems,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.268627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2586322b-e82a-4a4a-88a8-186bf0423fa6 · outbound

This paper cites Recurrent neural network-based frequency-domain channel prediction for wideband communications,.

CSI Prediction Using Diffusion Models Recurrent neural network-based frequency-domain channel prediction for wideband communications,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.355753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa945f3-459e-4f95-992a-a23f82083a62 · outbound

This paper cites Deep learning for fading channel prediction,.

CSI Prediction Using Diffusion Models Deep learning for fading channel prediction,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.451328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d7038de-2029-4cea-9d3e-b2ef019d4a9e · outbound

This paper cites CSI-LLM: A novel downlink channel prediction method aligned with LLM pre-training,.

CSI Prediction Using Diffusion Models CSI-LLM: A novel downlink channel prediction method aligned with LLM pre-training,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.567086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f40f80d-6ae2-4869-8796-5074546ee662 · outbound

This paper cites Machine Learning for Future Wireless Communications: Channel Prediction Perspectives.

CSI Prediction Using Diffusion Models Machine Learning for Future Wireless Communications: Channel Prediction Perspectives

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.634051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a726fb8-7919-4253-88d6-5f7440c57ef0 · outbound

This paper cites Time- varying channel prediction for RIS-assisted MU-MISO networks via deep learning,.

CSI Prediction Using Diffusion Models Time- varying channel prediction for RIS-assisted MU-MISO networks via deep learning,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.727612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba135e7-7a85-4788-b755-24389d966323 · outbound

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

CSI Prediction Using Diffusion Models Accurate channel prediction based on transformer: Making mobility negligible,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.778368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2159690a-3fb6-4d7f-b574-a676cdd31fe2 · outbound

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

CSI Prediction Using Diffusion Models Linformer: A linear-based lightweight transformer architecture for time-aware MIMO channel prediction,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.841355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29d77e22-c100-4e82-b07e-5edaf0e471f7 · outbound

This paper cites Enhancing reliability in AI-based CSI prediction: A proxy-based performance monitoring ap- proach,.

CSI Prediction Using Diffusion Models Enhancing reliability in AI-based CSI prediction: A proxy-based performance monitoring ap- proach,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.898619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5302bd7b-f141-4a4c-85e9-b0c2e49e92d0 · outbound

This paper cites Next-slot OFDM-CSI Prediction: Multi-head Self-attention or State Space Model?.

CSI Prediction Using Diffusion Models Next-slot OFDM-CSI Prediction: Multi-head Self-attention or State Space Model?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:20.993490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 893e3f2c-0b5d-4436-8acd-34b2fe40be0e · outbound

This paper cites Reverse ordering techniques for attention-based channel prediction,.

CSI Prediction Using Diffusion Models Reverse ordering techniques for attention-based channel prediction,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.055894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7295029e-94a7-4d36-bbed-c80ff32a463a · outbound

This paper cites CSI-BERT2: A BERT-inspired framework for efficient CSI prediction and classification in wireless communication and sensing,.

CSI Prediction Using Diffusion Models CSI-BERT2: A BERT-inspired framework for efficient CSI prediction and classification in wireless communication and sensing,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.113388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbcf9f68-be1b-48e8-8151-5073322ca3cd · outbound

This paper cites Spectral temporal graph neural network for massive MIMO CSI prediction,.

CSI Prediction Using Diffusion Models Spectral temporal graph neural network for massive MIMO CSI prediction,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.189825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b275479-c4ed-45f7-9c41-3333eb538eb5 · outbound

This paper cites Denoising diffusion probabilistic models,.

CSI Prediction Using Diffusion Models Denoising diffusion probabilistic models,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.259510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c3ad1f-3224-4d2d-8866-c063a0d2ac89 · outbound

This paper cites Denoising Diffusion Implicit Models.

CSI Prediction Using Diffusion Models Denoising Diffusion Implicit Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.353472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d45156e3-bf83-457e-bcdf-8ec625675598 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

CSI Prediction Using Diffusion Models U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.445450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57997590-c4db-415e-90a6-0c5d67ec609a · outbound

This paper cites 3D U-Net: Learning dense volumetric segmentation from sparse anno- tation,.

CSI Prediction Using Diffusion Models 3D U-Net: Learning dense volumetric segmentation from sparse anno- tation,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.519799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3048279-d3da-4a61-94bb-448a2da79eca · outbound

This paper cites Scalable Diffusion Models with Transformers.

CSI Prediction Using Diffusion Models Scalable Diffusion Models with Transformers

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.666549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74c3f2d0-68cd-44b6-a2dc-c9e7c596bf0b · outbound

This paper cites Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting.

CSI Prediction Using Diffusion Models Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.816671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eca132b-2237-4c1f-9cd1-02b693274c1b · outbound

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

CSI Prediction Using Diffusion Models Study on channel model for frequencies from 0.5 to 100 GHz,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:21.972755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45a5325f-a493-4b1a-ac60-2ef91c9607c9 · outbound

This paper cites On the Asymptotic Mean Square Error Optimality of Diffusion Models.

CSI Prediction Using Diffusion Models On the Asymptotic Mean Square Error Optimality of Diffusion Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:22.149116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 120b0da8-3ab1-4c7f-a527-6d84e77814d9 · outbound

This paper cites Robust estimation of a location parameter,.

CSI Prediction Using Diffusion Models Robust estimation of a location parameter,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:22.265891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae2c245-4840-4d7f-a9dd-74fbecc8bef8 · outbound

This paper cites Improved Denoising Diffusion Probabilistic Models.

CSI Prediction Using Diffusion Models Improved Denoising Diffusion Probabilistic Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:22.349862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.