Paper Citation Record · LEDGER

RIS-aided Latent Space Alignment for Semantic Channel Equalization

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.16450.

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

pith.paper-citation-record.v1
2507.16450 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:17:54.718358Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy36
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74a3b15a-7be5-4549-b19d-dc97e4297ec7 · outbound

This paper cites Survey on 6g frontiers: Trends, applications, require- ments, technologies and future research,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Survey on 6g frontiers: Trends, applications, require- ments, technologies and future research,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.655928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d26c5a3-2ea3-496f-a6a2-6df10a16b901 · outbound

This paper cites 6g networks: Beyond shannon towards semantic and goal-oriented communications,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization 6g networks: Beyond shannon towards semantic and goal-oriented communications,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.635860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c6f30db6-0c0c-4767-91f9-ab724a9fb346 · outbound

This paper cites Beyond transmitting bits: Context, semantics, and task-oriented communications,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.500844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6540b878-1730-442f-909d-f1c01a6d218c · outbound

This paper cites Goal-oriented and semantic communication in 6g ai- native networks: The 6g-goals approach,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Goal-oriented and semantic communication in 6g ai- native networks: The 6g-goals approach,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.601350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e82018bf-6385-43a5-85fb-7c67427ab530 · outbound

This paper cites Recent contributions to the mathematical theory of com- munication,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Recent contributions to the mathematical theory of com- munication,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.576143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3b139b00-435d-41df-a5e0-e74e9c96544d · outbound

This paper cites An outline of a theory of semantic in- formation,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization An outline of a theory of semantic in- formation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.551585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff357f96-5948-4116-a1a2-9a66b2e8a63f · outbound

This paper cites Towards a theory of semantic communication,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Towards a theory of semantic communication,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.530891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ac5f4ef-fd11-45f7-ba18-2864b64c8263 · outbound

This paper cites The semantic communication game,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization The semantic communication game,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.527803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b28e3b4f-bd28-45d1-bcbf-cace5a38cf4b · outbound

This paper cites Effective communication with dynamic feature compression,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Effective communication with dynamic feature compression,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.494978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c178681c-a383-44dd-9b0a-fafbd6ad23df · outbound

This paper cites Lossy compression for lossless prediction,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Lossy compression for lossless prediction,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.475261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6bc4adf4-252d-49a0-bb07-7790daacf0bf · outbound

This paper cites Opportunistic information-bottleneck for goal-oriented feature extraction and commu- nication,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Opportunistic information-bottleneck for goal-oriented feature extraction and commu- nication,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.452600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e8b44feb-bc91-4869-8b0f-f590d3a9c374 · outbound

This paper cites Deep joint source- channel coding for wireless image transmission,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Deep joint source- channel coding for wireless image transmission,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.428569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 132d4443-afee-438d-b9a3-0400810cffcb · outbound

This paper cites Deep learning enabled semantic communication systems,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Deep learning enabled semantic communication systems,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.551312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472bd547-bf89-49e3-ac3e-a522facf9a25 · outbound

This paper cites Learning semantics: An opportunity for effective 6g communications,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Learning semantics: An opportunity for effective 6g communications,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.390887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 834e482e-b4c6-4f1c-adbd-6b6c010e5177 · outbound

This paper cites Semantic communication systems for speech transmission,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Semantic communication systems for speech transmission,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.372684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17049ab9-aba4-45d6-b847-e8f934a8d43b · outbound

This paper cites Learning task-oriented communication for edge inference: An information bottleneck approach,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Learning task-oriented communication for edge inference: An information bottleneck approach,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.355242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f22530f8-2441-4d69-984f-8edbfffefc12 · outbound

This paper cites Semantic information recovery in wireless networks,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Semantic information recovery in wireless networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.333979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 732507e6-392e-4dc3-aae0-ce9656d04c55 · outbound

This paper cites Adaptive Semantic Token Communication for Transformer-based Edge Inference.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Adaptive Semantic Token Communication for Transformer-based Edge Inference

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.576377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b086d34-eb7b-4918-a772-974bd98cd5a2 · outbound

This paper cites Effective communi- cations: A joint learning and communication framework for multi-agent reinforcement learning over noisy channels,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Effective communi- cations: A joint learning and communication framework for multi-agent reinforcement learning over noisy channels,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.308844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation baf4a20b-ae47-44e1-af3b-b50724176469 · outbound

This paper cites Deep joint source-channel coding for adaptive image transmission over mimo channels,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Deep joint source-channel coding for adaptive image transmission over mimo channels,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.287305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8d3cf74-1aa4-4a21-bfc4-38e784b4f367 · outbound

This paper cites Ofdm-guided deep joint source chan- nel coding for wireless multipath fading channels,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Ofdm-guided deep joint source chan- nel coding for wireless multipath fading channels,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.265074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ab8a63d0-7476-49a5-8be2-99a125b48f9d · outbound

This paper cites Deepjscc-f: Deep joint source-channel coding of images with feedback,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Deepjscc-f: Deep joint source-channel coding of images with feedback,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.243241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97ad3df7-b742-41d8-b1d6-e510007b0818 · outbound

This paper cites Semantic communications: Overview, open issues, and future research directions,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Semantic communications: Overview, open issues, and future research directions,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.610478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 132e181e-5742-4ff7-999e-f6d2d279bc98 · outbound

This paper cites Robust semantic communications with masked vq-vae enabled codebook,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Robust semantic communications with masked vq-vae enabled codebook,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.615056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95306d1b-d58b-4752-bde3-18b3024c1441 · outbound

This paper cites Semantic channel equalizer: Mod- elling language mismatch in multi-user semantic communications,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Semantic channel equalizer: Mod- elling language mismatch in multi-user semantic communications,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.189138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ce22323-2dcd-4f05-9dd9-b2dfa03de43b · outbound

This paper cites Semantics alignment via split learning for resilient multi-user semantic communication,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Semantics alignment via split learning for resilient multi-user semantic communication,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.168015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1930eb8f-bc6e-4742-8b47-cb4530e28652 · outbound

This paper cites Pragmatic goal- oriented communications under semantic-effectiveness channel errors,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Pragmatic goal- oriented communications under semantic-effectiveness channel errors,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.150920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 407f5a92-6b4f-4863-9d4f-838942a4725e · outbound

This paper cites Soft partitioning of latent space for semantic channel equalization,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Soft partitioning of latent space for semantic channel equalization,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.128816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8976c6c2-c3e8-46ab-866c-cb0e0ad177a8 · outbound

This paper cites Relative representations enable zero-shot latent space communication.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Relative representations enable zero-shot latent space communication

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.639008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3881d346-0660-4744-8918-b9648815806c · outbound

This paper cites Dynamic relative representations for goal-oriented semantic communi- cations,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Dynamic relative representations for goal-oriented semantic communi- cations,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.110959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e1c4713e-e58a-4fb4-bf8f-b286a64c3dcd · outbound

This paper cites Relative representations of latent spaces enable efficient semantic channel equalization,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Relative representations of latent spaces enable efficient semantic channel equalization,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.093443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a6371ca7-a6de-46c3-992f-add9b5c263cf · outbound

This paper cites Ris-enhanced semantic communications adaptive to user requirements,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Ris-enhanced semantic communications adaptive to user requirements,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.072466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ca374ae-3352-4e2c-988a-1fe7a48e47de · outbound

This paper cites Drl-based intelligent resource allocation for physical layer semantic communication with irs,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Drl-based intelligent resource allocation for physical layer semantic communication with irs,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.054639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 75438ab3-6c53-49e1-8e9a-5fb9a13e1025 · outbound

This paper cites A joint communication and computation design for distributed riss assisted probabilistic semantic communication in iiot,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization A joint communication and computation design for distributed riss assisted probabilistic semantic communication in iiot,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.033434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2820cd60-516e-47a4-8f9f-3ce9aa521dc5 · outbound

This paper cites Enhanced semantic information transfer on ris-assisted communication systems,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Enhanced semantic information transfer on ris-assisted communication systems,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:55.007066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation afe3a077-0d8b-4e60-b0a8-3dbcf94b158c · outbound

This paper cites Reconfigurable intelligent surface assisted semantic communication systems,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Reconfigurable intelligent surface assisted semantic communication systems,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:54.986047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c92a023d-a26f-4c88-a675-b42c02a1de68 · outbound

This paper cites Latent space alignment for ai-native mimo semantic communications,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Latent space alignment for ai-native mimo semantic communications,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:54.967796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cf82a3fc-e397-4ac3-b975-cbbcf3c99cae · outbound

This paper cites Distributed optimization and statistical learning via the alternating direction method of multipliers,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Distributed optimization and statistical learning via the alternating direction method of multipliers,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:54.946733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90b4680c-7322-4a6c-966a-607a54dcde9a · outbound

This paper cites Boyd and L.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Boyd and L

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:54.926762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6781b405-5c27-408a-8ba0-8af909d8131d · outbound

This paper cites Algorithm 432 [c2]: Solution of the matrix equation ax+ xb= c [f4],.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Algorithm 432 [c2]: Solution of the matrix equation ax+ xb= c [f4],

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:54.906839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7cf5975e-56a6-4f98-aaae-af99a8c1463f · outbound

This paper cites timm: Pytorch image models,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization timm: Pytorch image models,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:54.888398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5dd49b94-2275-403b-a82a-a8b7e561c00e · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Imagenet: A large-scale hierarchical image database,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.704397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61cdc4d3-2bcc-4c95-aa82-ccc327453de8 · outbound

This paper cites Learning multiple layers of features from tiny images,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Learning multiple layers of features from tiny images,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:54.856531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07034160-6bee-40d4-9559-4de425ce92f5 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

RIS-aided Latent Space Alignment for Semantic Channel Equalization Gaussian Error Linear Units (GELUs)

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:54.713548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76aaf057-cf39-43b8-9a70-d53706791995 · outbound

This paper cites Reconfigurable, intelligent, and sustainable wireless environments for 6g smart connectivity,.

RIS-aided Latent Space Alignment for Semantic Channel Equalization Reconfigurable, intelligent, and sustainable wireless environments for 6g smart connectivity,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:54.838598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.