Paper Citation Record · LEDGER

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach

As of 15 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2605.06578.

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

pith.paper-citation-record.v1
2605.06578 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T06:32:44.177693Z

measured 19 of 19 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

19 of 19 outbound references displayed

verified exact4
verified fuzzy15
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49fbcb46-3968-4345-af3e-aa081bed1192 · outbound

This paper cites Machine learning ba sed channel prediction for nr type ii csi reporting.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Machine learning ba sed channel prediction for nr type ii csi reporting

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.194553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7a388fe4-fba8-4cec-b861-aaf6535153d9 · outbound

This paper cites Predictive channel stat e information (csi) framework: Evolutional csi neural network (evocsine t).

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Predictive channel stat e information (csi) framework: Evolutional csi neural network (evocsine t)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.198701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fbfdc786-56da-45b7-b03a-f3ed4ec23a30 · outbound

This paper cites Real-ti me massive mimo channel prediction: A combination of deep lear ning and neuralprophet.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Real-ti me massive mimo channel prediction: A combination of deep lear ning and neuralprophet

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.203141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7d949ae8-072c-4333-ae8e-8a8498cbe1c7 · outbound

This paper cites Smart-csi: Deep learning based low compl exity csi prediction for beyond-5g systems.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Smart-csi: Deep learning based low compl exity csi prediction for beyond-5g systems

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.180753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5008d2a8-db00-4638-ba57-50fb2ba9e0b8 · outbound

This paper cites Channe l prediction using deep recurrent neural network with evt-based adaptiv e quantile loss function.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Channe l prediction using deep recurrent neural network with evt-based adaptiv e quantile loss function

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.189921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 615beb55-6a50-41f3-84de-40828cfb7290 · outbound

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

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Accurate channel prediction based on transformer: Making mobility negligible

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.171428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c61db850-5cf3-4e62-b317-6d0c884711db · outbound

This paper cites Ode-former fo r mobile channel prediction: A novel learning structure leveraging the physics continuity.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Ode-former fo r mobile channel prediction: A novel learning structure leveraging the physics continuity

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.175682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 78e65e0e-9f37-4672-991d-ec56a3691404 · outbound

This paper cites Linf ormer: A linear-based lightweight transformer architecture for ti me-aware mimo channel prediction.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Linf ormer: A linear-based lightweight transformer architecture for ti me-aware mimo channel prediction

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.185089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 09567d08-c663-4b3a-9ddd-52393721e0d5 · outbound

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

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach A comparison of neural networks for wireless channel prediction

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.207558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation be17f2e0-7581-468a-9a67-1ec7d658ffd7 · outbound

This paper cites Attention -aided channel prediction for efﬁcient resource management in industrial iot subnet- works.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Attention -aided channel prediction for efﬁcient resource management in industrial iot subnet- works

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.211581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 542dd674-2f34-41ef-a555-1c522c0eca2f · outbound

This paper cites Channel pr ediction using adaptive bidirectional gru for underwater mimo commu nications.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Channel pr ediction using adaptive bidirectional gru for underwater mimo commu nications

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.219657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b857561e-d912-483a-9d03-033a66454127 · outbound

This paper cites Att-gru: An attention-enh anced gated recurrent unit for channel prediction in deep space communi cations.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Att-gru: An attention-enh anced gated recurrent unit for channel prediction in deep space communi cations

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.215544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c96c52fe-3152-496e-a8ee-7cf68b681951 · outbound

This paper cites An eran-based dynamic graph n eural network for csi prediction in massive mimo systems.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach An eran-based dynamic graph n eural network for csi prediction in massive mimo systems

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.158491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f4cb2cd3-f33a-44a1-9832-6185ab816d53 · outbound

This paper cites Effective Approaches to Attention-based Neural Machine Translation.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Effective Approaches to Attention-based Neural Machine Translation

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:11:18.675376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7a38f5b7-70d4-4bb8-bf4c-faa00b2d3926 · outbound

This paper cites Attention Is All You Need.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Attention Is All You Need

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-11T21:11:18.642803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3add428d-ed8a-4490-bf55-9c50a6e4ffc6 · outbound

This paper cites Squeeze-and-Excitation Networks.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Squeeze-and-Excitation Networks

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:11:18.663030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5f2a063a-e8dc-4de3-988d-c0ec2ae626b0 · outbound

This paper cites Language Modeling with Gated Convolutional Networks.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Language Modeling with Gated Convolutional Networks

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:11:18.650969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 78796c23-0b0d-4132-afce-a95e283ec710 · outbound

This paper cites QuaDRiGa – Quasi Deterministic Radio Channel Generator, User Manual and Documentation.

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach QuaDRiGa – Quasi Deterministic Radio Channel Generator, User Manual and Documentation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.167425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7348e0e4-125e-4c6a-8fb1-cccac5cdd324 · outbound

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

Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach Study on c hannel model for frequencies from 0.5 to 100 GHz

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T18:42:53.163039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.