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Paper Citation Record · LEDGER

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications

As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2505.18637.

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

pith.paper-citation-record.v1
2505.18637 v3

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:31:18.348874Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:50:07.016932Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:50:07.335285Z

Reference resolution

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9084e340-dd3c-4512-ac44-b6069383510a · outbound

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

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Recent contributions to the mathematical theory of com- munication,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:19.858808Z

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.

source=pdf_text observed=2026-08-07T14:31:16.863291Z digest=sha256:3bb7e37b3394b6247639e7dd049a461fbb76061d7a0f4d114bae1419ae6e99f6

Observation 4f68bf4a-c4b6-40c6-81a2-22f686132fc0 · outbound

This paper cites Semantic communications for future internet: Fundamentals, applications, and challenges,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Semantic communications for future internet: Fundamentals, applications, and challenges,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:19.762339Z

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.

source=pdf_text observed=2026-08-07T14:31:16.974879Z digest=sha256:3d1d031deab9ae278f1e6b5575763ab032ee9853286c1b06f68b34d5adeaa3d7

Observation 41c604fb-70ac-48e8-af63-09e7646f6907 · outbound

This paper cites Nonlinear transform coding,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Nonlinear transform coding,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:19.646124Z

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.

source=pdf_text observed=2026-08-07T14:31:17.115448Z digest=sha256:cf0e78778cc2207c269cab3072a73013a9da08602000245f813b0a26f9211d76

Observation 1c963d3d-10fe-40dc-a18f-8d7f6dc78d3f · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:31:17.206663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:31:17.206663Z digest=sha256:f803c5eb1160fc8228001048d53d8db866837f54b9a9cbea9e6462abf23631a9

Observation a6e10913-6c17-40cd-95e2-4f04b16edac1 · outbound

This paper cites Token merging: Your vit but faster,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Token merging: Your vit but faster,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:19.513003Z

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.

source=pdf_text observed=2026-08-07T14:31:17.318205Z digest=sha256:37c9edceb09dd9cbbfbf3c39be36c7616964dbc4e87d791d063b30098016fb26

Observation 7ee8fc08-6882-468d-b272-ab1a0013dcae · outbound

This paper cites An image is worth 32 tokens for reconstruction and generation,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications An image is worth 32 tokens for reconstruction and generation,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:19.391617Z

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.

source=pdf_text observed=2026-08-07T14:31:17.425780Z digest=sha256:ae71407c7b6be09e6cd0a96555e535570b323316e358e88425dcdac8855cb491

Observation 3a4bc2a7-8071-4255-aefc-5db3a242da8a · outbound

This paper cites Deep generative modeling reshapes compression and transmission: From efficiency to resiliency,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Deep generative modeling reshapes compression and transmission: From efficiency to resiliency,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:19.274598Z

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.

source=pdf_text observed=2026-08-07T14:31:17.543678Z digest=sha256:2622eb4365028d069bd70cbfc8b322678097696506413b486c0b305eda7a50fc

Observation 7348d785-41cb-4666-a7b2-ec11a0df5177 · outbound

This paper cites Perceptual image quality assessment: a survey,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Perceptual image quality assessment: a survey,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:19.160401Z

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.

source=pdf_text observed=2026-08-07T14:31:17.658228Z digest=sha256:6a6cb47d65da80693127db5f196a85ef56059ed324d995341451c375a5f2e4b2

Observation 3a96309a-4337-4a29-b281-c507c207c0b4 · outbound

This paper cites Rethinking lossy compression: The rate- distortion-perception tradeoff,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Rethinking lossy compression: The rate- distortion-perception tradeoff,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:19.023345Z

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.

source=pdf_text observed=2026-08-07T14:31:17.785919Z digest=sha256:6ab4fba1e02787389245b35bcd8bd9eff99c5f8e2c5c3488c0b6f382fbe9bd0e

Observation 6d14c4e1-859d-405f-ac2e-a1a3369090c2 · outbound

This paper cites Reconstruction vs. generation: Taming optimization dilemma in latent diffusion models,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Reconstruction vs. generation: Taming optimization dilemma in latent diffusion models,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:18.834234Z

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.

source=pdf_text observed=2026-08-07T14:31:17.926781Z digest=sha256:6d3ac40aac1f9f3b92c8d383eee674ea56111b194842ed83f504d2ee85c2399d

Observation 9ec40a10-6665-4d21-b099-5199d482b093 · outbound

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

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Nonlinear transform source-channel coding for semantic communications,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T14:31:18.007031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:31:18.007031Z digest=sha256:ea766c3358d871121184c3da8aa40098e0353c20537ea9067f471e4be0b71441

Observation 90d268ba-24ed-4fc4-a78f-5d25ee6d2e14 · outbound

This paper cites High- resolution image synthesis with latent diffusion models,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications High- resolution image synthesis with latent diffusion models,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:18.656606Z

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.

source=pdf_text observed=2026-08-07T14:31:18.121283Z digest=sha256:f484457ec011bfb53a8f0d3bba6e15030ea7f48fbdc535887c394c3b91fa620e

Observation 64021c16-ac6a-4dda-a7ff-cb14facca93c · outbound

This paper cites Knowl- edge base enabled semantic communication: A generative perspective,.

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Knowl- edge base enabled semantic communication: A generative perspective,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:31:18.500567Z

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.

source=pdf_text observed=2026-08-07T14:31:18.201624Z digest=sha256:9da0408126755ec119c203146969cd0c4ecb9f251eb09a61da4ba3bbbf964c26

Observation 0e145e74-4a50-4b4d-ae84-678336adc543 · outbound

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

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications Deep joint source- channel coding for wireless image transmission,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T14:31:18.250851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:31:18.250851Z digest=sha256:823bb7c6d128e8c3009a29b23be6112be25398a0777fab32e8f94683f55bc95d

Observation 776db918-8f6e-428b-b69a-598035e2649a · outbound

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

Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications A unified multi- task semantic communication system for multimodal data,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T14:31:18.348874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:31:18.348874Z digest=sha256:6618c451d96a49b95ec8b3970ec5a31162477d8ff9f92697521454e08c154009

Pith citing papers

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

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

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T17:50:07.016932Z digest=sha256:b51798aa5eb0e6b04485d59a3fdff6f0dff9a8050eb63909a7a816f3a74be761