Paper Citation Record · LEDGER

Token Communication for Multimodal Large Language Model

As of 20 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2608.07279.

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

pith.paper-citation-record.v1
2608.07279 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T11:13:07.775436Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

42 of 42 outbound references displayed

verified exact2
verified fuzzy29
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ecaad9c-8d8b-4506-b89d-9adb72e8e9ae · outbound

This paper cites GPT-4 Technical Report.

Token Communication for Multimodal Large Language Model GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.632006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5db22f9-d36f-4ce1-97e9-7c72983add4f · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Token Communication for Multimodal Large Language Model DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.636889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbf9c675-e846-45cc-b5c7-4a800a01415b · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Token Communication for Multimodal Large Language Model Gemini: A Family of Highly Capable Multimodal Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.641325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7153ef3e-b8b9-4038-b605-09d8508c45c5 · outbound

This paper cites Qwen3-VL Technical Report.

Token Communication for Multimodal Large Language Model Qwen3-VL Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.645580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 855e989b-70ce-4808-95ec-40eb6bb7ad47 · outbound

This paper cites Attention is all you need,.

Token Communication for Multimodal Large Language Model Attention is all you need,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:09.058515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 888e5bbc-85e5-4bcb-a713-1c94cebfac09 · outbound

This paper cites State of AI: An empirical 100 trillion token study with openrouter,.

Token Communication for Multimodal Large Language Model State of AI: An empirical 100 trillion token study with openrouter,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.653190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98920b2d-aa90-4611-9177-bb0b1f590f15 · outbound

This paper cites Token communications: A large model-driven framework for cross-modal context-aware semantic communications,.

Token Communication for Multimodal Large Language Model Token communications: A large model-driven framework for cross-modal context-aware semantic communications,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:09.047850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bcd11c82-346c-4ccb-818a-026a3019c624 · outbound

This paper cites Adaptive semantic token communication for Transformer-based edge inference,.

Token Communication for Multimodal Large Language Model Adaptive semantic token communication for Transformer-based edge inference,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:09.036162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0faf6efa-f02f-416d-bf62-9454c1f8736d · outbound

This paper cites ResiTok: A resilient tokenization- enabled framework for ultra-low-rate and robust image transmission,.

Token Communication for Multimodal Large Language Model ResiTok: A resilient tokenization- enabled framework for ultra-low-rate and robust image transmission,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:09.024453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53ef0cef-ddbe-48fa-87cf-f983fe34e989 · outbound

This paper cites Joint semantic-channel coding and modulation for token communications,.

Token Communication for Multimodal Large Language Model Joint semantic-channel coding and modulation for token communications,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.667285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5360908d-3f45-436c-9f14-52728af9f7ae · outbound

This paper cites Towards practical real-time neural video compression,.

Token Communication for Multimodal Large Language Model Towards practical real-time neural video compression,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:09.006774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 774c5ba9-3112-4a31-bc91-973c930037de · outbound

This paper cites ELIC: Efficient learned image compression with unevenly grouped space- channel contextual adaptive coding,.

Token Communication for Multimodal Large Language Model ELIC: Efficient learned image compression with unevenly grouped space- channel contextual adaptive coding,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.996273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d19045bc-e121-48b4-ade7-c00e01d47e4a · outbound

This paper cites Cache-to-cache: Direct semantic communication between large lan- guage models,.

Token Communication for Multimodal Large Language Model Cache-to-cache: Direct semantic communication between large lan- guage models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.985849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8a5e0cce-f707-4287-b5a5-4e5159a1190f · outbound

This paper cites Transmission With Machine Language Tokens: A Paradigm for Task-Oriented Agent Communication.

Token Communication for Multimodal Large Language Model Transmission With Machine Language Tokens: A Paradigm for Task-Oriented Agent Communication

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-10T11:13:08.499206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 45f102f9-a02a-4783-998e-39f9f8d459e8 · outbound

This paper cites Video coding for machines: Compact visual representation compression for intelligent collaborative analytics,.

Token Communication for Multimodal Large Language Model Video coding for machines: Compact visual representation compression for intelligent collaborative analytics,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.975666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dad7d109-7b26-47bd-b32e-385d048287fb · outbound

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

Token Communication for Multimodal Large Language Model Learning transferable visual models from natural language supervision,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.965249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dddb6459-27f1-4f03-97d1-5f2186057d3a · outbound

This paper cites Sigmoid loss for language image pre-training,.

Token Communication for Multimodal Large Language Model Sigmoid loss for language image pre-training,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.955174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5f90155f-efc7-482f-89fa-8ba0e75786c4 · outbound

This paper cites SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features.

Token Communication for Multimodal Large Language Model SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.695904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 927cf759-a421-45b5-8124-c9557287e158 · outbound

This paper cites FiLM: Visual reasoning with a general conditioning layer,.

Token Communication for Multimodal Large Language Model FiLM: Visual reasoning with a general conditioning layer,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.945436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c034656f-aca6-429a-94bb-8a9fd4d49eb1 · outbound

This paper cites Video tokencom: Textual intent-guided multi-rate video token com- munications with UEP-based adaptive source-channel coding,.

Token Communication for Multimodal Large Language Model Video tokencom: Textual intent-guided multi-rate video token com- munications with UEP-based adaptive source-channel coding,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.703005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf72d9f-e075-4134-a2b7-d38ba30fd2c4 · outbound

This paper cites Tokencom-UEP: Semantic importance-matched unequal error protec- tion for resilient image transmission,.

Token Communication for Multimodal Large Language Model Tokencom-UEP: Semantic importance-matched unequal error protec- tion for resilient image transmission,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.934886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d173f0e0-cbec-4829-9f1f-162432ab935f · outbound

This paper cites Semantic Packet Aggregation for Token Communication via genetic beam search,.

Token Communication for Multimodal Large Language Model Semantic Packet Aggregation for Token Communication via genetic beam search,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.923828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 541ad56a-b543-4f96-9afe-ed9c7da91386 · outbound

This paper cites Vector quantized se- mantic communication system,.

Token Communication for Multimodal Large Language Model Vector quantized se- mantic communication system,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.913321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9e96452b-eee0-4301-ac7f-e1f9140813ea · outbound

This paper cites TokenCom: Vision-Language Model for Multimodal and Multitask Token Communications,.

Token Communication for Multimodal Large Language Model TokenCom: Vision-Language Model for Multimodal and Multitask Token Communications,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.717438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 078f5ff2-1485-42be-87a6-914b35814f3a · outbound

This paper cites VILA-U: A unified foundation model integrating visual understanding and generation,.

Token Communication for Multimodal Large Language Model VILA-U: A unified foundation model integrating visual understanding and generation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.901925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f7c954d0-481f-4901-bf9f-a70be26be229 · outbound

This paper cites BPG Image Format,.

Token Communication for Multimodal Large Language Model BPG Image Format,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.891074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9ef23ea2-cd1d-406b-9d6b-40c50e7c09e6 · outbound

This paper cites VVC Test Model,.

Token Communication for Multimodal Large Language Model VVC Test Model,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.880908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2badacf3-8c4f-49da-817b-18633f90c9de · outbound

This paper cites Generative latent coding for ultra-low bitrate image compression,.

Token Communication for Multimodal Large Language Model Generative latent coding for ultra-low bitrate image compression,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.870828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fd8b8371-275f-4f28-877e-9c1ffcbff8b0 · outbound

This paper cites ProGIC: Progressive and Lightweight Generative Image Compression with Residual Vector Quantization.

Token Communication for Multimodal Large Language Model ProGIC: Progressive and Lightweight Generative Image Compression with Residual Vector Quantization

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-10T11:13:07.824823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c8e0059a-576e-43b0-8343-2033df4b29f9 · outbound

This paper cites TransTIC: Transferring Transformer-based image compression from human perception to machine perception,.

Token Communication for Multimodal Large Language Model TransTIC: Transferring Transformer-based image compression from human perception to machine perception,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.859941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79ecba71-da28-4fcb-a584-28c608137512 · outbound

This paper cites High efficiency image compression for large visual-language models,.

Token Communication for Multimodal Large Language Model High efficiency image compression for large visual-language models,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.848679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b5a30225-6560-4c45-b896-b19b1500cc10 · outbound

This paper cites Bridging compressed image latents and multimodal large language models,.

Token Communication for Multimodal Large Language Model Bridging compressed image latents and multimodal large language models,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.837576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e59c94a8-4d6a-4ddf-865c-978c7f874692 · outbound

This paper cites When MLLMs meet compression distortion: A coding paradigm tailored to MLLMs,.

Token Communication for Multimodal Large Language Model When MLLMs meet compression distortion: A coding paradigm tailored to MLLMs,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.826328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f7ebd7c4-0b21-4201-9a06-f44acca20650 · outbound

This paper cites Variational image compression with a Scale Hyperprior,.

Token Communication for Multimodal Large Language Model Variational image compression with a Scale Hyperprior,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.814243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a22fd1e2-0f2c-42c1-a700-d72dd191200a · outbound

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

Token Communication for Multimodal Large Language Model Deep joint source- channel coding for wireless image transmission,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.751553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e87d3b4-ce2e-4e55-91a1-157cc5fff32c · outbound

This paper cites Qwen-Image Technical Report.

Token Communication for Multimodal Large Language Model Qwen-Image Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T11:13:07.755370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c680780-4ab5-4fe4-afa5-a90c939647ee · outbound

This paper cites RoFormer: En- hanced transformer with rotary position embedding,.

Token Communication for Multimodal Large Language Model RoFormer: En- hanced transformer with rotary position embedding,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.794331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 03d46eb8-dd22-46a2-b7ad-dae4a800caeb · outbound

This paper cites LLaMA-Adapter: Efficient fine-tuning of large language models with zero-initialized attention,.

Token Communication for Multimodal Large Language Model LLaMA-Adapter: Efficient fine-tuning of large language models with zero-initialized attention,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.780968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5de70b01-9f75-4c32-a013-bc5e60a6bc2e · outbound

This paper cites MME: A comprehen- sive evaluation benchmark for multimodal large language models,.

Token Communication for Multimodal Large Language Model MME: A comprehen- sive evaluation benchmark for multimodal large language models,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.768647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 84fce95a-d273-4994-96e6-61589768554b · outbound

This paper cites Evaluating object hallucination in large vision-language models,.

Token Communication for Multimodal Large Language Model Evaluating object hallucination in large vision-language models,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.755815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ec0a164b-bf2c-4c03-b2e8-1e7f83cc6415 · outbound

This paper cites SEED-Bench: Benchmarking multimodal large language models,.

Token Communication for Multimodal Large Language Model SEED-Bench: Benchmarking multimodal large language models,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.743228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 00ae0b86-3e77-46be-939d-ed1154bc40a9 · outbound

This paper cites Deep visual-semantic alignments for gen- erating image descriptions,.

Token Communication for Multimodal Large Language Model Deep visual-semantic alignments for gen- erating image descriptions,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T11:13:08.730688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.