Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:56:04.509046Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2505.08566.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:56:04.509046Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation dece9b6c-63c2-4b54-843c-423a277e8995 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fb3849f7-e4f0-41ee-971f-a13a8134e1b5 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Spatial- and frequency- wideband effects in millimeter-wave massive MIMO systems,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 42ebff7c-9cec-443c-b014-28ae43486145 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models An overview of massive MIMO: Benefits and challenges,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9763805-8987-4dfc-99ab-cd0158bca3c1 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models A Tensor-Structured Approach to Dynamic Channel Prediction for Massive MIMO Systems with Temporal Non-Stationarity
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32dccee8-fa3c-45e3-829c-594eb0226447 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models On the performance of channel-statistics-based codebook for massive MIMO channel feed- back,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2da67fa2-a666-4c75-aeec-609e053d305f · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models 5G new radio (NR): Physical layer overview and perfor- mance,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4827b9a4-7514-40cf-a855-3bae60d021fa · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models An overview of limited feedback in wireless commu- nication systems,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 013b4a65-3023-4cfb-a155-ceddaa03ffcc · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Spatially common sparsity based adaptive channel estimation and feedback for FDD massive MIMO,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ef331228-812c-415d-8cd8-ad455261f145 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models An iterative thresholding al- gorithm for linear inverse problems with a sparsity constraint,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7af81c5b-6384-4544-b916-c5e38d26d5aa · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models From denoising to compressed sensing,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9685f5dc-02aa-4634-8f75-203dc9bc912b · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Distributed compressive CSIT estimation and feedback for FDD multi-user massive MIMO systems,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a556a6b6-4aa2-41cf-8121-86073529c7b6 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Compressive sensing for feedback reduction in MIMO broadcast channels,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 892b5b39-be39-46ad-9b3f-79ae01a8aef5 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Sparse representation for wireless communications: A compressive sensing approach,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 07818616-d31f-44ee-b0f4-679ed1db44fa · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Deep learning for massive MIMO CSI feedback,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b7897ec0-d59e-400e-9ca9-c3b86bf9f608 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Deep learning-based CSI feedback approach for time-varying massive MIMO channels,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1f504cf2-7de8-4408-856b-2899af958c6e · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models CsiNet-former network for bilateral user 3D localization in STAR-RIS-assisted MISO systems,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9f72dff6-ef5a-4963-aa90-a06bbafa48c8 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Auto-CsiNet: Scenario-customized automatic neural network architecture generation for massive MIMO CSI feedback,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 91aaef32-c8e3-4906-84dd-325cfdac802c · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Convolutional neural network- based multiple-rate compressive sensing for massive MIMO CSI feed- back: Design, simulation, and analysis,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 608a7712-a801-4342-9e01-780962c25044 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Attention model for massive MIMO CSI compression feedback and recovery,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ea6b61c8-21b5-490f-b577-f270a4547048 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Transformer empowered CSI feed- back for massive MIMO systems,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2aa1a8a3-225b-44d6-ae5b-d8ddf9c78367 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Transnet: Full attention network for CSI feedback in FDD massive MIMO system,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ea2d86c6-3933-4d03-911f-5718898b0923 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models CAnet: Uplink-aided downlink channel acquisition in FDD massive MIMO using deep learning,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3b7b984d-a396-4b2a-b260-0ca7b238db90 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Exploiting bi-directional channel reciprocity in deep learning for low rate massive MIMO CSI feedback,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 62c8ee83-5ce8-47a3-ae09-600cd4638b47 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models CovNet: Covariance information-assisted CSI feedback for FDD massive MIMO systems,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f58d2136-6900-4d67-a789-1e5e08fd2f58 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Bit-level optimized neural network for multi-antenna channel quantization,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d278e1d7-b660-4368-8c9a-3a050a0f1c42 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Binary neural network aided CSI feedback in massive MIMO system,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 64c4df9d-7c8b-4d7e-b0ef-5fae3e660e8f · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Multi-resolution CSI feedback with deep learning in massive MIMO system,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 906428c7-1670-4024-982d-041a6ca30909 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Attention is all you need,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e0465355-c642-4747-8878-d473b4ed8354 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Language models are unsupervised multitask learners,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a74780d8-5e1b-4017-94e6-288e4b7ee402 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Large language model enhanced multi-agent systems for 6G communications,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a08212a0-458d-4d9a-aafb-94e2a57cc6f7 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Large AI model-based semantic communications,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 337435bd-b3cf-43db-a29d-eff19255a7cf · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Towards Unified AI Models for MU-MIMO Communications: A Tensor Equivariance Framework
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abf38b3d-7ad6-4ccd-a63c-6f2fd4245279 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models AI-enhanced codebook-based CSI feedback in FDD massive MIMO,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1be7915e-6210-4275-b9dd-45f019d7b53d · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Linear transmit processing in MIMO communications systems,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f6c30602-54f7-4cd3-9f6b-995468a0614d · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models A vector-perturbation technique for near-capacity multiantenna multiuser communication-part i: channel inversion and regularization,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 243bd676-b517-4f92-b6de-9dc60ce9b88b · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Weighted sum-rate maximization using weighted MMSE for MIMO- BC beamforming design,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3f4bd60-032a-47dc-9cd1-66e25e9107cd · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Overview of deep learning- based CSI feedback in massive MIMO systems,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6545af83-152f-4805-a195-e965359166fd · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models A review of codebooks for CSI feedback in 5G new radio and beyond
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ffc9243-3ca7-4ab7-bf8f-8d294cc5f8cf · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models NR; physical layer proce- dures for data,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d9a3debe-fada-4520-9b0f-b95656b99291 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Beam-delay domain channel estimation for mmWave XL-MIMO systems,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f13d5bb7-c1cb-4e4b-832d-099f342f3fb7 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Site- specific online compressive beam codebook learning in mmwave vehic- ular communication,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 601b54ee-6e81-4850-9f56-6c6c7f097617 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models LWM: A pre-trained wireless foundation model for universal feature extraction,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2dca23b9-05f2-4095-a6bd-bb8b2634ed7f · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models NR; radio resource control (RRC); protocol specification,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9b6cd8e8-3c40-4a6c-87bc-4ffdb4416cf2 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Gaussian Error Linear Units (GELUs)
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61f8696a-6466-4c7e-9c10-2fb85817af74 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Layer Normalization
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31a120dc-a329-4b45-a486-764dbe0e892b · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models RoFormer: Enhanced Transformer with Rotary Position Embedding
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9080119e-7c7a-43f5-9881-3a8cf0ce0ac5 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Root Mean Square Layer Normalization
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 318f28b2-1569-49f9-a08a-05cf6e56c972 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5acf912-cc0d-4728-a7fa-a6386483536f · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Sequential modeling enables scalable learning for large vision models,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation acb8eed9-b6ed-49b0-8ae7-5fcde6b6cc3b · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Taming transformers for high- resolution image synthesis,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 59772fc2-143f-4b00-8855-ebaf7e9c1eda · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models QuaDRiGa: A 3- d multi-cell channel model with time evolution for enabling virtual field trials,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0996c807-c228-4f5f-a544-957781759c01 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models Study on channel model for frequencies from 0.5 to 100 GHz,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 48dce20b-135e-4c14-a239-aa469038e980 · outbound
Extract the Best, Discard the Rest: CSI Feedback with Offline Large AI Models MIMO broadcast channels with finite-rate feedback,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.