Pith. sign in

Paper Citation Record · LEDGER

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems

As of 12 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2501.11926.

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

pith.paper-citation-record.v1
2501.11926 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:50:36.165022Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:53:41.956315Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T05:19:04.913172Z

Reference resolution

41 of 41 outbound references displayed

  • verified exact0
  • verified fuzzy36
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef7c8e33-f860-4c79-b1ae-1d7566dee5d1 · outbound

This paper cites Millimeter-wave massive MIMO: the next wireless revolution?,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Millimeter-wave massive MIMO: the next wireless revolution?,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.817434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:35.984459Z digest=sha256:89a225afc9a2225acd006839c127e357490c0822322eeccab51f7f337d33225e

Observation 093d6217-09fe-48ec-9239-e403eba55c18 · outbound

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

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Five disruptive technology directions for 5G,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.802903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:35.990014Z digest=sha256:8133a1e0eccfcec25c2956a414568a669dd0acadefc02748eec48acd8bb725bf

Observation 9420ef71-e8cf-45ca-9b01-04f5426b8d1f · outbound

This paper cites Massive MIMO for next generation wireless systems,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Massive MIMO for next generation wireless systems,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.788376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:35.994726Z digest=sha256:f74c0034b1789deb533581d0ca6848b979247eb0cb834ea354d66fdc0d94e293

Observation 28d0edc5-bc68-4748-8447-75608a0444fb · outbound

This paper cites Spatially sparse precoding in millimeter wave MIMO systems,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Spatially sparse precoding in millimeter wave MIMO systems,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.774253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:35.999827Z digest=sha256:41aa022b5d353ec0f402c22cf08dc84e3dbd067c9b9081a702249dbb2f277776

Observation 378ef524-8cec-4e9c-9b06-6f5e043e9c1f · outbound

This paper cites Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.758985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.004811Z digest=sha256:dfc6bdfc5a402e6739e068acd0d319b6934df68577b745c8ac2fb4fc1ad17413

Observation 4dd8fbba-0142-42f6-bdbd-04b60dd10588 · outbound

This paper cites an unresolved cited work.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:36.742945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.009832Z digest=sha256:d87aec6fbb280ded9aeac6d51f469cbf673477ee58776f94421ae072b92d5b29

Observation 9a831512-9987-4946-9245-a0d216a3ec7d · outbound

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

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Overview of deep learning-based CSI feedback in massive MIMO systems,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.728027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.015065Z digest=sha256:fee9c617a9cf974b684e8fc0e8f91d067bddeb1b533a5237f2db6f98b6933c1d

Observation 09c04780-11e2-42a8-997f-dcebf8f694f2 · outbound

This paper cites Channel feedback based on AoD-adaptive subspace codebook in FDD massive MIMO systems,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Channel feedback based on AoD-adaptive subspace codebook in FDD massive MIMO systems,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.712054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.019724Z digest=sha256:323237d2881be52dcd2dca7831ddd21c5af85e4ccb5afca5b8aafd592c0b8fd5

Observation 820ea8f3-10e1-4a3d-8488-4c0ba91b559c · outbound

This paper cites an unresolved cited work.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:36.695183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.024324Z digest=sha256:336baea30630290f4fd0c18aff750a8b582125a2be7d9ffd542d53be9f20e6af

Observation cc80d894-46f8-4917-b625-9d65580a8dca · outbound

This paper cites Technical specification group radio access network, physical layer procedures for data (Release 18),.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Technical specification group radio access network, physical layer procedures for data (Release 18),

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.679890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.029052Z digest=sha256:822d890da36827d83b9f480f9597726512ff7e739d132ceecff91b4f4fdcaffd

Observation abadd178-ceff-4cd0-9f92-fba119e39003 · outbound

This paper cites A review of codebooks for CSI feedback in 5G new radio and beyond.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems A review of codebooks for CSI feedback in 5G new radio and beyond

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:36.033529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:36.033529Z digest=sha256:0fa12a3d8330f1a3efb6772100cfe9022eb1d3fa9291bc884768fa1779c0f450

Observation 40aa9572-30f8-4833-9992-ffe410f1dfc4 · outbound

This paper cites Compressive sensing for feedback reduction in MIMO broadcast channels,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Compressive sensing for feedback reduction in MIMO broadcast channels,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.664672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.038623Z digest=sha256:52e5600843be50d54a77b3f992d9273225e1916ac22f28a2bd0a484458149c5c

Observation 3cd61014-7d49-4342-8dd5-51b7d26be5bc · outbound

This paper cites Rate-adaptive feedback with Bayesian compressive sensing in multiuser MIMO beamforming systems,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Rate-adaptive feedback with Bayesian compressive sensing in multiuser MIMO beamforming systems,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.649214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.042981Z digest=sha256:75fb68a327858c5b20a1dd3a5c61382d8410199e150845f3c71d96b837afd3b1

Observation 6b41faa9-c21a-41eb-ac41-744ad1d373bf · outbound

This paper cites Compressive sensing techniques for next-generation wireless communications,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Compressive sensing techniques for next-generation wireless communications,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.634158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.047074Z digest=sha256:f612ca32c6334906d7e815debbdc9302809eb10e4d9395bde755c7464569f640

Observation b1a2cc85-fc39-40e4-972d-a347ef5ae7c1 · outbound

This paper cites Joint sparse channel recovery with quantized feedback for multi-user massive MIMO systems,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Joint sparse channel recovery with quantized feedback for multi-user massive MIMO systems,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.619515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.051248Z digest=sha256:448cd5152b9ad6792ee4eb9cf45ccff0ce5ecf68d4bda9558981b793bc977c6e

Observation c0dd5d2c-2f7a-4110-a63c-12b6f66c443d · outbound

This paper cites Technical specification group radio access network, study on artificial intelligence (AI)/machine learning (ML) for NR air interface (Release 18),.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Technical specification group radio access network, study on artificial intelligence (AI)/machine learning (ML) for NR air interface (Release 18),

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.605256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.055325Z digest=sha256:07cea9461d91d0464a6601fd739116b196ebf265016d096e410fb3b86df3efc4

Observation 21c7b790-4280-464e-9a0d-1aac9e1294a3 · outbound

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

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Deep learning and compressive sensing-based CSI feedback in FDD massive MIMO systems,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.590703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.059391Z digest=sha256:d8f2c479e6250cdbab2fdf18baa679495d38711f2aa32573b0777488979f3ae0

Observation fc576f75-de00-4488-b234-39269eb93289 · outbound

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

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Deep learning for massive MIMO CSI feedback,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.576478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.063363Z digest=sha256:0cdbf9c3f9a84ae0f5d77bd7720f744a7cd37801a068b98f2197161a4e8d768b

Observation d2331d83-1999-4708-afe5-81269d2f9fc4 · outbound

This paper cites Distributed deep convolutional compression for massive MIMO CSI feedback,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Distributed deep convolutional compression for massive MIMO CSI feedback,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.562553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.067384Z digest=sha256:ee7b1cc1a7bba532e71e4f0684d7851c282b1f9c3bf24c24c290addf0cac341b

Observation 5105d104-639f-44c3-81de-55860828632e · outbound

This paper cites MIMO channel information feedback using deep recurrent network,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems MIMO channel information feedback using deep recurrent network,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.548395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.071506Z digest=sha256:ae4688500db914eb416f7b143157f88209440ec8bdd2b687112dd9fd0e8d6809

Observation 4459ac4b-53f2-4685-b568-7c6c2ee74680 · outbound

This paper cites An efficient deep learning framework for low rate massive MIMO CSI reporting,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems An efficient deep learning framework for low rate massive MIMO CSI reporting,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.534207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.075439Z digest=sha256:260b2c04f99b8be1da6422bb3c6a249b9486bb4066f8f35494eec0c96490779e

Observation 8857a1f0-a47b-45a6-8ab7-90699ba606c6 · outbound

This paper cites Quantization adaptor for bit-level deep learning-based massive MIMO CSI feedback,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Quantization adaptor for bit-level deep learning-based massive MIMO CSI feedback,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.518923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.079544Z digest=sha256:4b96e88364ecb317723d84610a17983977cbf6594affedc5dc0242735c4c771f

Observation b0aaddad-d284-4738-8ea5-ba62e719efaf · outbound

This paper cites Convolutional neural network-based multiple-rate compressive sensing for massive MIMO CSI feedback: design, simulation, and analysis,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Convolutional neural network-based multiple-rate compressive sensing for massive MIMO CSI feedback: design, simulation, and analysis,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.504483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.083992Z digest=sha256:cfd586e8539a1f4184814949b0c21e5cd4cb8cdeae45cfb322adbb75dce5781b

Observation f1dea6f6-99c8-456a-9ee2-310b704a245b · outbound

This paper cites Changeable rate and novel quantization for CSI feedback based on deep learning,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Changeable rate and novel quantization for CSI feedback based on deep learning,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.489440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.088017Z digest=sha256:0a9d0e5608d928b7d998352c5713606c150f8cb9d88aec06d5a5f8b98f5e7c7d

Observation cf670056-b7b6-4cb1-abd7-2d58ead8c31b · outbound

This paper cites Vector quatization for deep-learning-based CSI feedback in massive MIMO systems,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Vector quatization for deep-learning-based CSI feedback in massive MIMO systems,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.473975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.092447Z digest=sha256:49ce9f2f41f29ce2bc9e36a2140f415f14c991711f5a9552eb083eac8e69c10b

Observation c907ecfd-4617-4d5d-bcbd-620a04ce12ee · outbound

This paper cites an unresolved cited work.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:50:36.459028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.096523Z digest=sha256:8ebcc80bcde6bc9e191ca9ad7a77cf23b4204b69293778513ab21787664c5191

Observation 1ed496b6-0afe-4f12-bb3d-6bf7a9e9f2c8 · outbound

This paper cites Integrated sensing and communications: toward dual-function wireless networks for 6G and beyond,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Integrated sensing and communications: toward dual-function wireless networks for 6G and beyond,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.444248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.100736Z digest=sha256:d07bf83183cfe0a200b4d869f06bffd2ca9c5088ecc27a6386cdf8271dd8679b

Observation b9359965-448e-476c-9b39-48089b7575ef · outbound

This paper cites Vision-assisted millimeter-wave beam management for next- generation wireless systems: concepts, solutions, and open challenges,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Vision-assisted millimeter-wave beam management for next- generation wireless systems: concepts, solutions, and open challenges,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.428236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.105204Z digest=sha256:366a5b81d24cb3f4c95278a3a37962cb0e8c71b88544f26978fb618d10953d6c

Observation c0e612ba-1712-4dd9-94ab-37dc6b58e9b2 · outbound

This paper cites Vision-aided positioning and beam focusing for 6G terahertz communications,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Vision-aided positioning and beam focusing for 6G terahertz communications,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.414207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.109208Z digest=sha256:190abe5ddde036f3a58a85ecad829587455ddf4822c6f4d13041149278d012cd

Observation 8292829a-24cf-4ba2-bc38-d1049ccfd591 · outbound

This paper cites Sensing and computer vision-aided mobility management for 6G millimeter and terahertz communication systems,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Sensing and computer vision-aided mobility management for 6G millimeter and terahertz communication systems,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.399779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.113296Z digest=sha256:99b614923b922b8e8c663f63cae3af63c322c9f08b90634822bf7b45d8c7e0b4

Observation 7b1c4143-62aa-412c-81a6-75370cb053c7 · outbound

This paper cites Toward intelligent millimeter and terahertz communication for 6G: computer vision-aided beamforming,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Toward intelligent millimeter and terahertz communication for 6G: computer vision-aided beamforming,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.384946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.117608Z digest=sha256:6fd5a7743442a7c423e0b20758f7b4dc5f6cbd043fa5f86460f54125b4270ebd

Observation 62b189f1-9b84-47e1-b55c-b67a193599cb · outbound

This paper cites Vision-aided frame-capture-based CSI recomposition for WiFi sensing: a multi modal approach,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Vision-aided frame-capture-based CSI recomposition for WiFi sensing: a multi modal approach,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.370421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.121952Z digest=sha256:a9ac7f22f5387ac6f5d2793439cd4354de9df20e5504b5323d0d33b9d5d01adb

Observation a1891b2a-8be0-469b-867b-cecf38d560a0 · outbound

This paper cites ViWi: a deep learning dataset framework for vision-aided wireless communications,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems ViWi: a deep learning dataset framework for vision-aided wireless communications,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.355181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.126090Z digest=sha256:21de2afe61f6d473bedf42549d50ba3c45fe27cf4e43c0a60ba403f12c800d5b

Observation f3288f0a-2574-4032-b069-5d7c56a5da0d · outbound

This paper cites Technical specification group radio access network, physical channels and modulation (Release 18),.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Technical specification group radio access network, physical channels and modulation (Release 18),

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.340362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.130639Z digest=sha256:26b8b2c93e1d4ddb691bf15ee840b80bcb02c650992f2f342db5262048908b00

Observation 225e4a0c-3287-42c7-9b8a-90b92308039e · outbound

This paper cites Technical specification group radio access network, study on channel model for frequencies from 0.5 to 100GHz (Release 18),.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Technical specification group radio access network, study on channel model for frequencies from 0.5 to 100GHz (Release 18),

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.324546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.135682Z digest=sha256:3845eb5cca05972f371167908e24e539aa0cd58248b8488beb17e7a814c3a7f4

Observation a28a544f-1f4e-48ba-9571-70f070a27cc0 · outbound

This paper cites Neural discrete representation learning,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Neural discrete representation learning,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.307154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.140812Z digest=sha256:9cb3bb80ca1fdfdceedf3e2e1372ccee0e09d95fce96b3aad47bb9d59a104e4a

Observation 8bb320be-2217-4c04-87a2-29d7a1c32576 · outbound

This paper cites Swin Transformer: Hierarchical vision Transformer using shifted windows,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Swin Transformer: Hierarchical vision Transformer using shifted windows,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.290489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.145654Z digest=sha256:e503b85de71ee4a5e53293c506aa9539519e84610758c201f643d964252b9a6e

Observation 452d9af6-f140-4d0a-8e5a-7bd94896b1a5 · outbound

This paper cites Multimodal Learning with Transformers: A Survey.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Multimodal Learning with Transformers: A Survey

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T17:50:36.150307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:50:36.150307Z digest=sha256:cb5f816ebc007ac804800fc73230f28032cf31ed0d60a9fdd7879a3234d5e826

Observation e9d777e4-adb0-41af-9849-e0e6d067a530 · outbound

This paper cites User identification: a key enabler for multi-user vision-aided communications,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems User identification: a key enabler for multi-user vision-aided communications,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.273537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.155471Z digest=sha256:b851283581cba06a88e42cf83bbbafef852c134605cda636b95dee2380f56f66

Observation 6947dcb8-7a04-4b3c-ab49-300b5377b1e5 · outbound

This paper cites Attention is all you need,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Attention is all you need,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.256880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.160209Z digest=sha256:910d5fec67d205d68551f2dfb73d7c8919983f1e48791be2e0efb72b05aac927

Observation 6d3f8356-92c4-4c26-8a54-3aa41dbdeacb · outbound

This paper cites Latent Bernoulli autoencoder,.

Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems Latent Bernoulli autoencoder,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:50:36.240697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T17:50:36.165022Z digest=sha256:75d0cf2d1ddde73202a2ed2b36f31592a77fcd8f72e5db97e797abe084a650c0

Pith citing papers

Observation b42333ef-9aec-42b7-8c43-33f5993b4097 · inbound

WiFo-2: a generalist foundation model unifies heterogeneous wireless system design cites this paper.

WiFo-2: a generalist foundation model unifies heterogeneous wireless system design Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-17T05:19:04.916039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-17T05:17:01.867481Z digest=sha256:7620a9d2c75994b27a4db649046623f97d4cde7bb21b0248012d6582dc056fcf

Observation 8fb0d836-daac-44cc-bd21-d8c9d6976e74 · inbound

WiFo-2: a generalist foundation model unifies heterogeneous wireless system design cites this paper.

WiFo-2: a generalist foundation model unifies heterogeneous wireless system design Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-03T19:53:41.956315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T19:53:41.956315Z digest=sha256:81284f9aabcec607992165d8cdc142dc3d9fd92367612a6b23ee0b387e1d4ab3

Observation 8ae37c4a-681a-4553-8965-9069ae7138c6 · inbound

WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) cites this paper.

WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM) Multi-Modal Variable-Rate CSI Reconstruction for FDD Massive MIMO Systems

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T12:11:06.920032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T04:04:50.254833Z digest=sha256:0a35f68fb894411130ff3ec94c834c2d19844fdaac7026db8bb4bf64ee9ba5fb