Paper Citation Record · LEDGER

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2506.04113.

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

pith.paper-citation-record.v1
2506.04113 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:52:30.761285Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

29 of 29 outbound references displayed

verified exact1
verified fuzzy21
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de2eaa49-427d-48be-b920-8f5e76f2b04c · outbound

This paper cites Reconfigurable-intelligent-surface-assisted B5G/6G wireless communications: Challenges, solution, and future opportunities,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Reconfigurable-intelligent-surface-assisted B5G/6G wireless communications: Challenges, solution, and future opportunities,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.083726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e215f9ad-fd76-443b-8426-69e6fad790b1 · outbound

This paper cites Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.076042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 738d39b6-6d63-43e5-9a6f-4a90d2dfc881 · outbound

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

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback LLM4CP: Adapting large language models for channel prediction,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.065380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f9284a3-fd16-47b3-bf68-2ab1049daf3e · outbound

This paper cites Massive-MIMO iterative channel estimation and decoding (MICED) in the uplink,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Massive-MIMO iterative channel estimation and decoding (MICED) in the uplink,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.056867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a63795a7-068a-4ee3-9f94-fa25ab14b3b3 · outbound

This paper cites A matching- based pilot assignment algorithm for cell-free massive MIMO networks,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback A matching- based pilot assignment algorithm for cell-free massive MIMO networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.049257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd09299f-7300-408f-a085-ac16fa3e09c9 · outbound

This paper cites Overview of deep learning- based CSI feedback in massive MIMO systems,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Overview of deep learning- based CSI feedback in massive MIMO systems,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:30.703271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53484afc-5ac7-4ae9-9fc9-5846731eb5dd · outbound

This paper cites Massive MIMO in 5G: How beamforming, codebooks, and feedback enable larger arrays,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Massive MIMO in 5G: How beamforming, codebooks, and feedback enable larger arrays,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.036204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 727801fe-4443-40c0-8d5b-caf228fccb57 · outbound

This paper cites TSG-RAN WG1 #89: R1-1709232 WF on type I and II CSI codebooks,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback TSG-RAN WG1 #89: R1-1709232 WF on type I and II CSI codebooks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.027545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8f4bd5b1-9c3a-4efa-9a62-128818bd0970 · outbound

This paper cites Deep learning and compressive sensing-based CSI feedback in FDD massive MIMO systems,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Deep learning and compressive sensing-based CSI feedback in FDD massive MIMO systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.019770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62948885-27a6-4461-bbd7-50e47121aa1b · outbound

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

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Deep learning for massive MIMO CSI feedback,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:30.714476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4dd937c-a5d2-41ea-97cb-e19959246e62 · outbound

This paper cites CLNet: Complex input lightweight neural network designed for massive MIMO CSI feedback,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback CLNet: Complex input lightweight neural network designed for massive MIMO CSI feedback,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:30.716889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 343a81da-d01e-45e5-bfc0-3e96277daa78 · outbound

This paper cites Interleave frequency division multiplexing,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Interleave frequency division multiplexing,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:31.003930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6df47c9-dc4b-4c55-85db-918715b60bd9 · outbound

This paper cites An online zero-forcing precoder for weighted sum-rate maximization in green CoMP systems,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback An online zero-forcing precoder for weighted sum-rate maximization in green CoMP systems,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.996365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ba9f233-a140-4454-9a99-577bbeb7a2a7 · outbound

This paper cites Connectivity analysis for V2I communications in cognitive vehicular networks,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Connectivity analysis for V2I communications in cognitive vehicular networks,

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T10:52:30.891552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2180628c-5cac-43e7-ba96-a022293d49d5 · outbound

This paper cites Accelerating wireless federated learning via Nesterov’s momen- tum and distributed principal component analysis,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Accelerating wireless federated learning via Nesterov’s momen- tum and distributed principal component analysis,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.988653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e21ab0f-f00a-44dc-9d33-5e6b787954a2 · outbound

This paper cites Transformer-empowered 6G intelligent networks: From massive MIMO processing to semantic communication,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Transformer-empowered 6G intelligent networks: From massive MIMO processing to semantic communication,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.981243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b872709b-8465-4813-8bef-ef8856017e7e · outbound

This paper cites Foundation models and intelligent decision-making: Progress, challenges, and perspectives,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Foundation models and intelligent decision-making: Progress, challenges, and perspectives,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.973641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3df15753-b5e6-4323-938f-24383e8c2859 · outbound

This paper cites Dual-propagation-feature fusion enhanced neural CSI compression for massive MIMO,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Dual-propagation-feature fusion enhanced neural CSI compression for massive MIMO,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.966209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4844cdd-4a46-4fd0-b895-ea97ed8af509 · outbound

This paper cites Deep learning for distributed channel feedback and multiuser precoding in FDD massive MIMO,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Deep learning for distributed channel feedback and multiuser precoding in FDD massive MIMO,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.959013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 47b02255-c0c9-4ddb-b404-b7646a827cc1 · outbound

This paper cites Data-driven deep learning based hybrid beamforming for aerial massive MIMO-OFDM systems with implicit CSI,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Data-driven deep learning based hybrid beamforming for aerial massive MIMO-OFDM systems with implicit CSI,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:30.738688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245e4156-e7a8-4cc0-938b-76076add5f19 · outbound

This paper cites Distributed deep convo- lutional compression for massive MIMO CSI feedback,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Distributed deep convo- lutional compression for massive MIMO CSI feedback,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:30.740853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccd67925-9863-466c-91b0-2c035663770d · outbound

This paper cites Deep Learning-based CSI Feedback for RIS-assisted Multi-user Systems.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Deep Learning-based CSI Feedback for RIS-assisted Multi-user Systems

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:52:30.785976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 076b9d98-a1f3-4edb-9551-aa4e28366f0b · outbound

This paper cites Communication-efficient personalized federated edge learning for massive MIMO CSI feedback,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Communication-efficient personalized federated edge learning for massive MIMO CSI feedback,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.944247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36dc5494-5d9b-4637-8473-5aaae7a1ba09 · outbound

This paper cites User-centric online gossip training for autoencoder-based CSI feedback,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback User-centric online gossip training for autoencoder-based CSI feedback,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:30.748924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd35e9e1-f696-492f-b36c-d394e79c9647 · outbound

This paper cites Wireless federated learning over resource-constrained networks: Digital versus analog transmissions,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Wireless federated learning over resource-constrained networks: Digital versus analog transmissions,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.932732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4bfcbba0-c847-4130-82ab-4718d7f496d8 · outbound

This paper cites A simple convergence proof of Adam and Adagrad,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback A simple convergence proof of Adam and Adagrad,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.924597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 835afa7c-ca1f-4e7d-9b0e-74bf8eb90cee · outbound

This paper cites Gpipe: Efficient training of giant neural networks using pipeline parallelism,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Gpipe: Efficient training of giant neural networks using pipeline parallelism,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.916769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 654cb9de-879b-4f88-bafb-85bb2ca9b915 · outbound

This paper cites Multi-resolution CSI feedback with deep learning in massive MIMO system,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Multi-resolution CSI feedback with deep learning in massive MIMO system,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.908353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 882bbdee-bd85-4c25-a42d-834a31f9865e · outbound

This paper cites Federated learning with partial model personalization,.

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback Federated learning with partial model personalization,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:52:30.899949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.