Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 2 inbound Pith citation observations for arXiv:2506.19451.

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

pith.paper-citation-record.v1
2506.19451 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:13:05.459353Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:52:01.243486Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T16:26:09.426153Z

Reference resolution

36 of 36 outbound references displayed

verified exact2
verified fuzzy24
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3c85f3f6-209f-4f18-a6c2-f858b182dd8c · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Beyond transmitting bits: Context, s emantics, and task-oriented communications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:10.804690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 51d38169-a30f-42ce-b7a3-e4fe596f6762 · outbound

This paper cites Less data, more knowledge: Building next-generation semantic c ommunication networks,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Less data, more knowledge: Building next-generation semantic c ommunication networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:10.526626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6bd434d5-1a32-4a18-8bb9-ae54e3ac5b4c · outbound

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

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

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:10.317075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 18aed4b0-f397-4acc-9500-50d23ce2a4f0 · outbound

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

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

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:02.245722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99b0969-41c1-43bc-abed-e10692143622 · outbound

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

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

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:02.336648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15307cc9-8755-41d7-9fb0-2329fbc4250f · outbound

This paper cites Generative AI for semantic communication: Architecture, challenges, and outlook,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Generative AI for semantic communication: Architecture, challenges, and outlook,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:10.165034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7a3f3043-cbb1-4dfd-b08f-aa1f81ebf9bf · outbound

This paper cites Generative ai-driven semantic communication networks: A rchitecture, technologies, and applications,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Generative ai-driven semantic communication networks: A rchitecture, technologies, and applications,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:09.996609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 46b4fd2d-2dbe-42f8-9bc3-a0a06917ce6b · outbound

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

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

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:09.731948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de8a96f6-2d1b-4959-8da1-34f9ddea7ba0 · outbound

This paper cites Semantic importance -aware communications using pre-trained language models,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Semantic importance -aware communications using pre-trained language models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:09.457299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a5cacae-ea0a-4f87-a626-64342bebdb74 · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Semantic Importance-Aware Communications with Semantic Correction Using Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:02.783624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b91a49-6f07-4772-93e3-5a49102217f0 · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Language-oriented semantic latent representa tion for image transmission,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:09.127837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3cc7c064-4e2e-437e-9ed6-1a0668da5c06 · outbound

This paper cites Resource all ocation for text semantic communications,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Resource all ocation for text semantic communications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:08.989243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 891f9521-f291-47a9-887b-3f65420e5b93 · outbound

This paper cites Heterogeneous s emantic and bit communications: A semi-NOMA scheme,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Heterogeneous s emantic and bit communications: A semi-NOMA scheme,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:08.857241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0ba7316f-6dcf-4aca-b473-27c9078324fb · outbound

This paper cites Cove rt communications for text semantic with ﬁnite blocklength,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Cove rt communications for text semantic with ﬁnite blocklength,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:08.728869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d3c07d9-c4ca-4df2-b3ed-00d6fb8f343f · outbound

This paper cites A robust deep learning enabled semantic communication syste m for text,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search A robust deep learning enabled semantic communication syste m for text,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:08.548151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4852207-0200-4603-9a8c-d7a9dadbaa71 · outbound

This paper cites Network coding for the internet and wireless networks,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Network coding for the internet and wireless networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:08.443055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b51774e6-423e-4c33-b520-2b173d374805 · outbound

This paper cites Network coding meets TCP: Theory and impleme ntation,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Network coding meets TCP: Theory and impleme ntation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:08.306780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 469764e2-e6bd-47cd-9f4a-82b573c55310 · outbound

This paper cites Medard and A.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Medard and A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:08.155769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fc0bf5a3-fd42-4b7a-880a-2a0a2517e2be · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:13:05.774570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e47c7c2f-678c-47e5-844d-371959411d56 · outbound

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

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

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:03.764595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b52d209c-7586-4086-baf1-4afe6e6fb652 · outbound

This paper cites Lookahead Strategies for Sequential Monte Carlo,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Lookahead Strategies for Sequential Monte Carlo,

Reference 21

Resolution: verified exact; doi, observed 2026-08-06T23:13:05.615964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 906b6fbd-4155-4ed0-a98d-e8068b7f9b59 · outbound

This paper cites Lookahead optimizer: k steps forward, 1 step back,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Lookahead optimizer: k steps forward, 1 step back,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:07.925675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c6b04553-1bfe-4ee3-85a9-83fbb96cfb3f · outbound

This paper cites Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:04.084279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdcafda6-e8c4-4294-9767-b1c28b8db18d · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Adaptive Semantic Token Communication for Transformer-based Edge Inference

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:04.211264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7250e792-5701-4ed1-b74c-6c37897bf1c7 · outbound

This paper cites Deep learning e nabled seman- tic communication systems,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Deep learning e nabled seman- tic communication systems,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:07.690562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c9d456c1-3053-447a-b97d-deefd3574c90 · outbound

This paper cites Synchronous multi- modal semantic communication system with packet-level cod ing,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Synchronous multi- modal semantic communication system with packet-level cod ing,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:07.441172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8914d2d-7f44-431c-b369-4be7293a8d95 · outbound

This paper cites Lightweight semantic-aw are commu- nication with packet transmission,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Lightweight semantic-aw are commu- nication with packet transmission,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:07.193828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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

This paper cites Semantic Packet Aggregation for Token Communication via Genetic Beam Search.

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.

Observation 884451b4-442f-47ff-8f76-4a0f522d8f46 · outbound

This paper cites Neural Machine Translation of Rare Words with Subword Units.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Neural Machine Translation of Rare Words with Subword Units

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:04.754043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2f0493e-843c-44b3-b8b2-ed8f430a096d · outbound

This paper cites BERT: Pre- training of deep bidirectional transformers for language u nderstanding,.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search BERT: Pre- training of deep bidirectional transformers for language u nderstanding,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:06.963963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 64112c81-add9-4501-b029-2ea0551cfa50 · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Learning transferable visual models from natural language supervision,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:06.733357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb539a63-70fe-4804-9da4-f3004672f3b8 · outbound

This paper cites an unresolved cited work.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:13:06.438618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5698648-229b-4662-9b09-249811f8a8e3 · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search A review on genet ic algorithm: past, present, and future,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:06.296109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cde4de61-0b7e-4f51-b848-bfa1c160d044 · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Microsoft COCO: Common objects in context,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:06.063400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 86b93b41-b43d-42fc-ab19-0f9bb32d724e · outbound

This paper cites WikiHow: A Large Scale Text Summarization Dataset.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search WikiHow: A Large Scale Text Summarization Dataset

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:05.363149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4f2ede-743a-431e-8af7-8f6a594cb131 · outbound

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

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search High- resolution image synthesis with latent diffusion models,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:13:05.928158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 5645133f-0c76-4e28-8043-e7626c46d187 · inbound

Context-Aware Wireless Token Communication via Joint Token Masking and Detection cites this paper.

Context-Aware Wireless Token Communication via Joint Token Masking and Detection Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:26:09.428955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33984434-4f9e-4851-96ab-e9021adbdc87 · inbound

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication cites this paper.

Geometric Cross-Modal Token Selection for Latency-Constrained Multimodal Token Communication Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T00:52:01.243486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.