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Paper Citation Record · LEDGER

Semantic Packet Aggregation for Token Communication via Genetic Beam Search

As of 21 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 2 inbound Pith citation observations for arXiv:2504.19591.

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

pith.paper-citation-record.v1
2504.19591 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:53:26.930811Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:13:04.636587Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:22:33.289658Z

Reference resolution

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b7e52cdd-4f44-487b-b477-3d112c1b784f · outbound

This paper cites Unleashing the power of edge-cloud generative ai in mobile networks: A survey of AIGC services,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Unleashing the power of edge-cloud generative ai in mobile networks: A survey of AIGC services,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.722736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.722736Z digest=sha256:190e41a2734e1e223a8c206b3cdf42552249617448c12adb86c94d5e38433e09

Observation ac5c0747-3d9d-4a73-b154-a2819754f540 · outbound

This paper cites Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.821910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.821910Z digest=sha256:df31ff9cb00ff293de107e84b1ec5d89cabcfe9202344db0cdbfbc54d1dc5559

Observation 88a88e91-b5de-43ff-8a3f-d024f915d563 · outbound

This paper cites Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.865342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.865342Z digest=sha256:abe5c9ca0d5471eeb4bb29b90459284bc2a72371b67c365dc63703be6edbd4d3

Observation 4a829bd6-b78d-4ba7-bbea-c58b492351a2 · outbound

This paper cites Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.870495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.870495Z digest=sha256:7894413a1c8aae6cd107db6d5291bb8a839c14d322360256f7b1b4d0946d589e

Observation a6071038-ebc9-46a0-8052-69754059cbc5 · outbound

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

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Microsoft coco: Common objects in context,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:53:27.968720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T05:53:26.876302Z digest=sha256:6bb6e7302c572608887f51f81ce8fa5cb3a7b7d66cf95319c5218202d804767b

Observation 1cb3bfa6-a043-47dc-b357-244f3decdfe2 · outbound

This paper cites Resource allo cation for text semantic communications,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Resource allo cation for text semantic communications,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:53:27.525732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T05:53:26.880450Z digest=sha256:87c6953b23d73068048a0f9fe52170db2290cdce7894d9673c575d991bc6be2c

Observation 5185c361-7ef5-4214-b0e6-18c8a81b1c8e · outbound

This paper cites Heterogeneous se mantic and bit communications: A semi-NOMA scheme,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Heterogeneous se mantic and bit communications: A semi-NOMA scheme,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:53:27.351836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T05:53:26.885496Z digest=sha256:d889ab07e94134af73884411cad55d5427bded5440ce1ee81ee8aedd5025c508

Observation b97696d6-0a3a-4152-8485-18ddc22e21fb · outbound

This paper cites Cover t communications for text semantic with finite blocklength,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Cover t communications for text semantic with finite blocklength,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:53:27.336639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T05:53:26.890650Z digest=sha256:d48dc883136c6f6c5ab5117a69e0af03f6ace74b53f576a2f7b3309d20d265e3

Observation e480888d-0aa5-47b6-b62b-67f4770f8057 · outbound

This paper cites Langua ge-oriented communication with semantic coding and knowledge distilla tion for text- to-image generation,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Langua ge-oriented communication with semantic coding and knowledge distilla tion for text- to-image generation,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.894964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.894964Z digest=sha256:c031cc4c3799a3643909d39f0d7b53abb056abbcc7b7b1175e05170b926d1456

Observation 573b6131-db73-4763-8d36-c7fa2f4aec15 · outbound

This paper cites Semantic importanc e-aware com- munications using pre-trained language models,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Semantic importanc e-aware com- munications using pre-trained language models,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:53:27.311453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T05:53:26.899298Z digest=sha256:43034032adee25b63b28ad1fd625b0485d9de5e28c48ba45b1664cea343d76b1

Observation bc4b651a-79d9-4703-a792-1bcdf1cc16db · outbound

This paper cites Semantic Importance-Aware Communications with Semantic Correction Using Large Language Models.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Semantic Importance-Aware Communications with Semantic Correction Using Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.903644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.903644Z digest=sha256:0f9c33912f18832fe3c9f5f6ddbfc5ee68ab9925dc2bc59f323ed2f055bb1f5e

Observation 828f2a8f-1354-4246-8e48-ac87a8e2ef4a · outbound

This paper cites Language-oriented semantic latent representa tion for image transmission,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Language-oriented semantic latent representa tion for image transmission,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.908546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.908546Z digest=sha256:31a3bcbc421ed1ada7fe1e7a12cc2f45cffee46fae70c792d17b772d53d22648

Observation 58d68fb7-07d6-4282-bcf1-792aa64fa363 · outbound

This paper cites Network coding meets TCP: Theory and im- plementation,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Network coding meets TCP: Theory and im- plementation,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:53:27.192158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T05:53:26.913231Z digest=sha256:5e16d017b11b48d2940182836bdbc7dc60d2fe073ee0aa68ed8967cae0f4f34b

Observation 4e60ca21-155b-4fff-a1eb-6eaae5f89180 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Learning transferable visual models from natural language supervision,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.917340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.917340Z digest=sha256:80029766ead80e6a4bd3a3d922c528c6f81ae442fd66a8a1d5fd4d541e4a4379

Observation f0d1dfcd-3532-4f6d-acd5-6355dc0632f1 · outbound

This paper cites A review on genet ic algorithm: past, present, and future,.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search A review on genet ic algorithm: past, present, and future,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.921118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.921118Z digest=sha256:35c9b4cbe7b6262c63298bc9e2d25b8c39017a1a73438d39097761eecc188382

Observation afb21072-a43d-4a4c-9817-99459999f4a1 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Semantic Packet Aggregation for Token Communication via Genetic Beam Search Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.925569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.925569Z digest=sha256:8e7897a52940d692e0349b43c817086c591d4dc4efa5d2f33ba661d297bdc6c4

Observation 930041ed-2efe-42c5-af1f-1046879ff43d · outbound

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

Semantic Packet Aggregation for Token Communication via Genetic Beam Search High- resolution image synthesis with latent diffusion models,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T05:53:26.930811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:53:26.930811Z digest=sha256:d9ba2067a55095bcaf817c3544df8cfcf3b03c2d708adc525e4e5efb0caa18b7

Pith citing papers

Observation 1ca3d433-0793-4a6b-bff5-7cf949098cde · inbound

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search cites this paper.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Semantic Packet Aggregation for Token Communication via Genetic Beam Search

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T23:13:04.636587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:13:04.636587Z digest=sha256:2f1099b50cd6837bcc50429e1b77efe35e90c928981b6754d08b36999e328030

Observation 1c7c5a8e-9f42-4c19-9e28-12de81c29d23 · inbound

Text-Guided Token Communication for Wireless Image Transmission cites this paper.

Text-Guided Token Communication for Wireless Image Transmission Semantic Packet Aggregation for Token Communication via Genetic Beam Search

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:22:33.296798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:22:33.144394Z digest=sha256:f83273b24dd50e96e368c32ab2ad4e7a4c378c555abebc9ac398a84b0b234166