Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:53:26.930811Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:53:26.930811Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:13:04.636587Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T19:22:33.289658Z
17 of 17 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b7e52cdd-4f44-487b-b477-3d112c1b784f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac5c0747-3d9d-4a73-b154-a2819754f540 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88a88e91-b5de-43ff-8a3f-d024f915d563 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a829bd6-b78d-4ba7-bbea-c58b492351a2 · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6071038-ebc9-46a0-8052-69754059cbc5 · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Microsoft coco: Common objects in context,
Reference 5
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.
Observation 1cb3bfa6-a043-47dc-b357-244f3decdfe2 · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Resource allo cation for text semantic communications,
Reference 6
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.
Observation 5185c361-7ef5-4214-b0e6-18c8a81b1c8e · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Heterogeneous se mantic and bit communications: A semi-NOMA scheme,
Reference 7
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.
Observation b97696d6-0a3a-4152-8485-18ddc22e21fb · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Cover t communications for text semantic with finite blocklength,
Reference 8
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.
Observation e480888d-0aa5-47b6-b62b-67f4770f8057 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 573b6131-db73-4763-8d36-c7fa2f4aec15 · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Semantic importanc e-aware com- munications using pre-trained language models,
Reference 10
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.
Observation bc4b651a-79d9-4703-a792-1bcdf1cc16db · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Semantic Importance-Aware Communications with Semantic Correction Using Large Language Models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 828f2a8f-1354-4246-8e48-ac87a8e2ef4a · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Language-oriented semantic latent representa tion for image transmission,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58d68fb7-07d6-4282-bcf1-792aa64fa363 · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Network coding meets TCP: Theory and im- plementation,
Reference 13
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.
Observation 4e60ca21-155b-4fff-a1eb-6eaae5f89180 · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search Learning transferable visual models from natural language supervision,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0d1dfcd-3532-4f6d-acd5-6355dc0632f1 · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search A review on genet ic algorithm: past, present, and future,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afb21072-a43d-4a4c-9817-99459999f4a1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 930041ed-2efe-42c5-af1f-1046879ff43d · outbound
Semantic Packet Aggregation for Token Communication via Genetic Beam Search High- resolution image synthesis with latent diffusion models,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ca3d433-0793-4a6b-bff5-7cf949098cde · inbound
Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Semantic Packet Aggregation for Token Communication via Genetic Beam Search
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c7c5a8e-9f42-4c19-9e28-12de81c29d23 · inbound
Text-Guided Token Communication for Wireless Image Transmission Semantic Packet Aggregation for Token Communication via Genetic Beam Search
Reference 16
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.