Paper Citation Record · LEDGER

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising

As of 19 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2507.20477.

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

pith.paper-citation-record.v1
2507.20477 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:50:07.155974Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

30 of 30 outbound references displayed

verified exact4
verified fuzzy8
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db7e9519-c407-49ec-a01a-e159ff0c9cf0 · outbound

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

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.011041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d17317-55f2-4f71-adcb-a411d3581d2f · outbound

This paper cites Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:50:07.340803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c6ab9feb-7331-4239-82ed-b7707c3801fe · outbound

This paper cites What is semantic communication? a view on conveying meaning in the era of machine intelligence,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising What is semantic communication? a view on conveying meaning in the era of machine intelligence,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:50:07.600894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 148a6436-a09c-440e-aa7a-4a4ce4b3db3a · outbound

This paper cites Deep joint source-channel coding for semantic communications,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Deep joint source-channel coding for semantic communications,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:50:07.584572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a643df3-2e7a-4cce-ae3a-b88f245b8e37 · outbound

This paper cites A unified multi-task semantic communication system for multimodal data,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising A unified multi-task semantic communication system for multimodal data,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.033254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37043388-92a5-4a6f-b36d-07bf9051f8e7 · outbound

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

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Deep joint source- channel coding for wireless image transmission,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.038762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 668217d4-466e-4a9d-b277-58540e1f8952 · outbound

This paper cites Nonlinear transform source-channel coding for semantic communications,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Nonlinear transform source-channel coding for semantic communications,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.044896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c0dd4f1-0b93-4c41-8cb7-0134560b4cfe · outbound

This paper cites Channel-adaptive wireless image transmission with OFDM,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Channel-adaptive wireless image transmission with OFDM,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.049949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fb0c91d-05d7-4823-b955-621eb250823f · outbound

This paper cites Wireless image transmission using deep source channel coding with attention modules,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Wireless image transmission using deep source channel coding with attention modules,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.054052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c3b7304-03c3-414b-80f2-32ccbe685b37 · outbound

This paper cites Deep joint source-channel coding for wireless image transmission with adaptive rate control,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Deep joint source-channel coding for wireless image transmission with adaptive rate control,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:50:07.517878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd282b0d-5212-4cda-91df-a8cf4362a99b · outbound

This paper cites Predictive and adaptive deep coding for wireless image transmission in semantic communication,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Predictive and adaptive deep coding for wireless image transmission in semantic communication,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:50:07.501364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b6dbc8a-c654-476f-8b1d-f6ee6ebc0570 · outbound

This paper cites Swinjscc: Taming swin transformer for deep joint source-channel coding,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Swinjscc: Taming swin transformer for deep joint source-channel coding,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:50:07.484469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b5ba0db8-20b6-45bf-921f-3a19c309983b · outbound

This paper cites Generative joint source-channel coding for semantic image transmission,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Generative joint source-channel coding for semantic image transmission,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.071696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa2d5399-9454-4e1f-bd1c-10e21828c453 · outbound

This paper cites Denoising diffusion probabilistic models,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Denoising diffusion probabilistic models,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.075855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b3fe48-3eb3-42fd-9686-f6d93d60e390 · outbound

This paper cites High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.079844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 887ee91d-6fc9-4d63-ac97-82411270896d · outbound

This paper cites Commin: Semantic image communications as an inverse problem with inn-guided diffusion models,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Commin: Semantic image communications as an inverse problem with inn-guided diffusion models,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.084409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84002081-92a3-4c86-887f-8cf17bc9db13 · outbound

This paper cites CDDM: Channel denoising diffusion models for wireless semantic communications,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising CDDM: Channel denoising diffusion models for wireless semantic communications,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.089158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fbdaa28-7082-40a2-a339-56611759db80 · outbound

This paper cites Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel Noises.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel Noises

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.093949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d397edfb-9bea-4139-94c8-14bf3f33c1a2 · outbound

This paper cites Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Semantics-Guided Diffusion for Deep Joint Source-Channel Coding in Wireless Image Transmission

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.099059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dc13173-a65e-4aaa-acea-a852b62b1710 · outbound

This paper cites Orthogonal model division multiple access,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Orthogonal model division multiple access,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:50:07.428482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 59f88c16-ce10-4a65-a7eb-38fbdf9852d6 · outbound

This paper cites Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:50:07.270110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7fc02fd8-73ae-45f6-8712-606464414816 · outbound

This paper cites DeepMA: End-to-end Deep Multiple Access for Wireless Image Transmission in Semantic Communication.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising DeepMA: End-to-end Deep Multiple Access for Wireless Image Transmission in Semantic Communication

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:50:07.248247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 319ead35-203a-49d9-ad0b-673aa0d3b171 · outbound

This paper cites ICDM: Interference Cancellation Diffusion Models for Wireless Semantic Communications.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising ICDM: Interference Cancellation Diffusion Models for Wireless Semantic Communications

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:50:07.224944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8b53268-27c9-4521-a4fa-b7a20ba388a3 · outbound

This paper cites Segment anything,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Segment anything,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.126272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2994010-0f5e-4258-9ca0-7910c3b1ce0a · outbound

This paper cites Visualizing data using t-sne.,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Visualizing data using t-sne.,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.131442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dae04c9-b6f7-4302-9d80-9166b0d1c597 · outbound

This paper cites Denoising Diffusion Implicit Models.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Denoising Diffusion Implicit Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.136305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92f35b81-d8f4-4a9f-a2f4-25faaf484e9b · outbound

This paper cites Beamforming design for semantic-bit coexisting communication sys- tem,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Beamforming design for semantic-bit coexisting communication sys- tem,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:50:07.393676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3bc95687-038e-422e-8d70-7b3af8e4adc7 · outbound

This paper cites Iterative algorithm induced deep-unfolding neural networks: Precoding design for multiuser MIMO systems,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Iterative algorithm induced deep-unfolding neural networks: Precoding design for multiuser MIMO systems,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:50:07.378500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d7f6a13c-7da0-4d01-8e8a-c509e7e344a8 · outbound

This paper cites Optimal multiuser trans- mit beamforming: A difficult problem with a simple solution structure [lecture notes],.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Optimal multiuser trans- mit beamforming: A difficult problem with a simple solution structure [lecture notes],

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.150904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53362450-7764-4ec6-b94d-c2523876af63 · outbound

This paper cites Microsoft coco: Common objects in context,.

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising Microsoft coco: Common objects in context,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T17:50:07.155974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.