Paper Citation Record · LEDGER

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems

As of 6 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2606.01714.

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

pith.paper-citation-record.v1
2606.01714 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T11:00:49.155401Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T03:14:59.242340Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T18:18:49.593941Z

Reference resolution

52 of 52 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72c8fed9-086b-4753-9f62-cbb3b584f21a · outbound

This paper cites An overview of massive MIMO: Benefits and challenges,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems An overview of massive MIMO: Benefits and challenges,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.389974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e18b4821-e57b-41ce-bbd2-e04428902878 · outbound

This paper cites Advancements and challenges in scalable modular antenna arrays for 5G massive MIMO networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Advancements and challenges in scalable modular antenna arrays for 5G massive MIMO networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.391696Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a79e8d31-e135-455a-8212-d04ad92daa5c · outbound

This paper cites Cell-free massive MIMO for 6G wireless communication networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Cell-free massive MIMO for 6G wireless communication networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.400455Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3c91bead-0b8e-478c-a2a7-d5d6f359cc06 · outbound

This paper cites Next- generation multiple access with cell-free massive MIMO,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Next- generation multiple access with cell-free massive MIMO,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.386313Z

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Observation 74f4bc58-369a-49a3-9913-735f31209018 · outbound

This paper cites A survey of NOMA-aided cell-free massive MIMO systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems A survey of NOMA-aided cell-free massive MIMO systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.361812Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 145d7796-4d5e-4573-9715-7a36a1ce059e · outbound

This paper cites Mobile cell-free massive MIMO: Challenges, solutions, and future directions,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Mobile cell-free massive MIMO: Challenges, solutions, and future directions,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.372859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fee82dfd-3f5e-46c3-b30f-257dc63cf3a6 · outbound

This paper cites Ultradense cell-free massive MIMO for 6G: Technical overview and open questions.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Ultradense cell-free massive MIMO for 6G: Technical overview and open questions

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.398031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d0aae6e9-1c97-4865-8502-e51aafbdb242 · outbound

This paper cites User-centric cell-free massive MIMO networks: A survey of opportunities, challenges and solutions,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems User-centric cell-free massive MIMO networks: A survey of opportunities, challenges and solutions,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.374464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 33d27c65-acdc-4e83-9e37-acb7fe5f0817 · outbound

This paper cites Scalable cell-free massive MIMO systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Scalable cell-free massive MIMO systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.380430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 41848022-98a2-40c8-bb25-cbe4633f2dac · outbound

This paper cites Making cell-free massive MIMO competitive with MMSE pro- cessing and centralized implementation,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Making cell-free massive MIMO competitive with MMSE pro- cessing and centralized implementation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.357596Z

Source-reported events for the cited work

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Observation fd984e4e-2f85-4fad-be87-ef7e92df4ee0 · outbound

This paper cites Generalized superimposed training scheme in cell-free massive MIMO systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Generalized superimposed training scheme in cell-free massive MIMO systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.382445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2f515ed5-38aa-4fa4-9811-0f2979de0226 · outbound

This paper cites Mitigating intra-cell pilot contamination in massive MIMO: A rate- splitting approach,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Mitigating intra-cell pilot contamination in massive MIMO: A rate- splitting approach,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.394100Z

Source-reported events for the cited work

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Observation 11985f1b-bcff-4673-ab99-08fd6deb4cb7 · outbound

This paper cites Rate-splitting multiple access: Fundamentals, survey, and future research trends.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Rate-splitting multiple access: Fundamentals, survey, and future research trends

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.400161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5e7da232-10bd-413f-a566-f9bb938cbc92 · outbound

This paper cites A primer on rate-splitting multiple access: Tutorial, myths, and frequently asked questions,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems A primer on rate-splitting multiple access: Tutorial, myths, and frequently asked questions,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.401992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c43d587d-32c4-4488-8ae3-cdfa19f0b0a1 · outbound

This paper cites Rate-splitting multiple access for downlink communication systems: bridging, generalizing, and outper- forming SDMA and NOMA,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Rate-splitting multiple access for downlink communication systems: bridging, generalizing, and outper- forming SDMA and NOMA,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.404021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2f50c755-a31b-4431-8953-74e187ecd7b1 · outbound

This paper cites Fairness scheduling in user-centric cell-free massive MIMO wireless networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Fairness scheduling in user-centric cell-free massive MIMO wireless networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.406227Z

Source-reported events for the cited work

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Observation 7db8fbf6-d3b2-4b42-836c-24e82ae8fad2 · outbound

This paper cites A review of energy efficiency and power control schemes in ultra-dense cell-free massive MIMO systems for sustainable 6G wireless communication,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems A review of energy efficiency and power control schemes in ultra-dense cell-free massive MIMO systems for sustainable 6G wireless communication,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.393439Z

Source-reported events for the cited work

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Observation 0d48b149-58d4-4d5f-b337-3903dc4f921a · outbound

This paper cites Cell-free massive MIMO versus small cells.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Cell-free massive MIMO versus small cells

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.395083Z

Source-reported events for the cited work

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Observation bd38f635-8fe4-4da3-95ab-334dd5376502 · outbound

This paper cites Joint user association and power control for cell-free massive MIMO,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Joint user association and power control for cell-free massive MIMO,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.396796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e2ec2638-e3fa-40ce-af57-4e131da47686 · outbound

This paper cites Pre- coding and power optimization in cell-free massive MIMO systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Pre- coding and power optimization in cell-free massive MIMO systems,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.408319Z

Source-reported events for the cited work

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Observation 63c678ea-de47-4ce4-9de8-77f9bbbe904a · outbound

This paper cites Max-min beamforming for large-scale cell-free massive MIMO: A randomized ADMM algorithm,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Max-min beamforming for large-scale cell-free massive MIMO: A randomized ADMM algorithm,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.410394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ecb4063f-03b1-43b0-a7dd-baae010e0efe · outbound

This paper cites A practical max-min fair resource allocation algo- rithm for rate-splitting multiple access,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems A practical max-min fair resource allocation algo- rithm for rate-splitting multiple access,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.389823Z

Source-reported events for the cited work

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Observation f6e93fbc-ea75-4ac5-bc44-d507711f7243 · outbound

This paper cites Clustered cell-free multi-user multiple-antenna systems with rate-splitting: Precoder design and power allocation,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Clustered cell-free multi-user multiple-antenna systems with rate-splitting: Precoder design and power allocation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.368368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8199e6d6-36c8-403f-88f5-13a166589f66 · outbound

This paper cites Deep learning based power control for cell- free massive MIMO with MRT,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Deep learning based power control for cell- free massive MIMO with MRT,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.369102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 89f8310d-eb0e-47f7-bde6-cf618a5452b1 · outbound

This paper cites Learning-based downlink power allocation in cell-free massive MIMO systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Learning-based downlink power allocation in cell-free massive MIMO systems,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.370268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b1c1b628-668b-445f-b811-932cfd3bcafb · outbound

This paper cites Learning optimal fronthauling and decentralized edge computation in fog radio access networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Learning optimal fronthauling and decentralized edge computation in fog radio access networks,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.396107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 107dd26b-d71c-4740-b6eb-b2127643dbcd · outbound

This paper cites Deep learning-based power control for cell-free massive MIMO networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Deep learning-based power control for cell-free massive MIMO networks,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.355495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8ee9d23c-a28a-4fe0-93a7-f5fa41344f41 · outbound

This paper cites Joint power control and pilot assignment in cell-free massive MIMO using deep learning,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Joint power control and pilot assignment in cell-free massive MIMO using deep learning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.350527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1d1b3f6b-b478-4327-9fa6-a531ed220d7c · outbound

This paper cites Unsupervised learning-based joint power control and fronthaul capacity allocation in cell-free massive MIMO with hardware impairments,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Unsupervised learning-based joint power control and fronthaul capacity allocation in cell-free massive MIMO with hardware impairments,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.344015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 28ab4abb-3015-4b1a-8abc-6229555bacea · outbound

This paper cites Decen- tralized beamforming for cell-free massive mimo with unsupervised learning,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Decen- tralized beamforming for cell-free massive mimo with unsupervised learning,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.348776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 85288f4e-a8d0-485a-835c-a9eefc5dfa88 · outbound

This paper cites Model-based neural collaboration framework for resource-efficient downlink beamforming in cell-free massive mimo systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Model-based neural collaboration framework for resource-efficient downlink beamforming in cell-free massive mimo systems,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.351238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ae32e5cf-98bd-4cdf-8fd4-58f958a74a2d · outbound

This paper cites A Federated Deep Learning Framework for Cell-Free RSMA Networks.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems A Federated Deep Learning Framework for Cell-Free RSMA Networks

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:04:37.652168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2e2d8ff7-a742-4f82-aa19-a4cc9cc99ce5 · outbound

This paper cites Deep Reinforcement Learning Enhanced Rate-Splitting Multiple Access for Interference Mitigation.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Deep Reinforcement Learning Enhanced Rate-Splitting Multiple Access for Interference Mitigation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:04:37.649614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a29670bd-cfb3-4751-b5b9-73c9ddb224d2 · outbound

This paper cites RNN beamforming optimizer for rate- splitting multiple access and cell-free massive MIMO,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems RNN beamforming optimizer for rate- splitting multiple access and cell-free massive MIMO,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.359869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e44c8861-eb1f-42a9-8bdb-45f81f04d7c9 · outbound

This paper cites Deep learning-based power control for uplink cell-free massive MIMO systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Deep learning-based power control for uplink cell-free massive MIMO systems,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.337345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 62feb0d6-debd-442c-946a-d0b3f2f1b75b · outbound

This paper cites Unsupervised deep learning for power control of cell-free massive MIMO systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Unsupervised deep learning for power control of cell-free massive MIMO systems,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.344539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 40c0c9f7-5fcd-4f79-a551-2eb31769037a · outbound

This paper cites Power allocation in cell-free massive MIMO: A deep learning method,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Power allocation in cell-free massive MIMO: A deep learning method,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.364393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8f933593-dbf6-451a-b6bf-d298b7a120ec · outbound

This paper cites Graph representation learning for wireless communications,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Graph representation learning for wireless communications,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.341780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 015b3a60-1512-469a-a545-e425b659ee98 · outbound

This paper cites Graph neural networks for scalable radio resource management: Architecture design and theoretical analysis,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Graph neural networks for scalable radio resource management: Architecture design and theoretical analysis,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.353398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation eff3d573-bf2e-4485-94b0-c94c4d574e69 · outbound

This paper cites Energy-efficient power allocation in cell-free massive MIMO via graph neural networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Energy-efficient power allocation in cell-free massive MIMO via graph neural networks,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.384264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7eeb6cfc-d8ec-4a66-9026-cb91c137a8f7 · outbound

This paper cites Dis- tributed graph neural network design for sum ergodic spectral efficiency maximization in cell-free massive MIMO,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Dis- tributed graph neural network design for sum ergodic spectral efficiency maximization in cell-free massive MIMO,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.331909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a24c2df8-2b33-4803-8f08-0bbd8dfc480e · outbound

This paper cites Scalable user rate and energy-efficiency optimization in cell-free massive MIMO,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Scalable user rate and energy-efficiency optimization in cell-free massive MIMO,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.359693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3bfb8bb2-fbf3-4031-b66e-86235c2c498d · outbound

This paper cites Learning optimal linear precoding for cell-free massive MIMO with GNN,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Learning optimal linear precoding for cell-free massive MIMO with GNN,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.324353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7c4f2d86-597b-42c0-b4ab-e520d421a844 · outbound

This paper cites GNN-based RSMA for energy efficiency in hardware-impaired cell-free URLLC systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems GNN-based RSMA for energy efficiency in hardware-impaired cell-free URLLC systems,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.328288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f83a8a90-b420-439d-958b-a8cfdbab0f5e · outbound

This paper cites Graph neural network aided power control in partially connected cell-free massive MIMO,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Graph neural network aided power control in partially connected cell-free massive MIMO,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.320708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6f89ac7e-c14d-4440-9ac2-851c91d637d2 · outbound

This paper cites Resource allocation in heterogeneous network with node and edge enhanced graph attention network,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Resource allocation in heterogeneous network with node and edge enhanced graph attention network,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.322553Z

Source-reported events for the cited work

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Observation 4bf10344-a9a8-417e-8227-9407d523cc86 · outbound

This paper cites A dynamic power allocation approach for downlink cell-free massive MIMO with graph neural network,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems A dynamic power allocation approach for downlink cell-free massive MIMO with graph neural network,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.339268Z

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Observation b913173c-ba54-4546-ad71-9157b6ed4573 · outbound

This paper cites Heterogeneous graph neural network for power allocation in multicarrier-division duplex cell-free massive MIMO systems,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Heterogeneous graph neural network for power allocation in multicarrier-division duplex cell-free massive MIMO systems,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.333661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c5e776e9-9887-43cc-9b22-d34f77fb6b78 · outbound

This paper cites Heterogeneous resource allocation with multi-task learning for wireless networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Heterogeneous resource allocation with multi-task learning for wireless networks,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.318971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ea1ff5ea-49d3-4d94-8caf-99c4261fe41b · outbound

This paper cites On size-oriented long-tailed graph classification of graph neural networks.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems On size-oriented long-tailed graph classification of graph neural networks

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T11:04:37.181769Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 833e64b2-4200-44b0-8a58-284b00fb04c0 · outbound

This paper cites Unsupervised learning-based downlink power allocation for CF-mMIMO networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Unsupervised learning-based downlink power allocation for CF-mMIMO networks,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.315255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8b7eb9f8-3407-49ba-b6e8-c9a90f0a3fa3 · outbound

This paper cites Unsupervised learning for distributed downlink power allocation in cell-free mMIMO networks,.

Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems Unsupervised learning for distributed downlink power allocation in cell-free mMIMO networks,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-09T12:06:14.317175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation d5157166-7613-4a68-915f-7bdf46f9c58c · inbound

Low-Complexity Hybrid Precoding for Cell-Free Massive MU-MIMO ISAC Systems cites this paper.

Low-Complexity Hybrid Precoding for Cell-Free Massive MU-MIMO ISAC Systems Scalable GNN-Based Power Allocation for Rate-Splitting Cell-Free Massive MIMO Systems

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-03T18:18:49.595845Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.