Paper Citation Record · LEDGER

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models

As of 5 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2604.26508.

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

pith.paper-citation-record.v1
2604.26508 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T10:45:20.829708Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T22:24:19.242637Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact4
verified fuzzy15
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac848a34-7ddf-4f76-9aef-b30ff8d6832c · outbound

This paper cites Distributed vlms: Efficient vision-language processing through cloud-edge collaboration.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Distributed vlms: Efficient vision-language processing through cloud-edge collaboration

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.747676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 724d9d35-6568-465b-90f8-c266f6616baf · outbound

This paper cites Collaborative Edge-to-Server Inference for Vision-Language Models.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Collaborative Edge-to-Server Inference for Vision-Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-09T03:08:03.242030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation be4fbf23-9a3d-45cb-9bd5-1113d5a776f6 · outbound

This paper cites VaVLM: Toward efficient edge-cloud video analytics with vision-language models.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models VaVLM: Toward efficient edge-cloud video analytics with vision-language models

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.753626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 55870430-92af-4eb2-9258-6495de65e92d · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Flamingo: a visual language model for few-shot learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.743925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3c3dcc1b-a4a6-4d10-ad1b-3478d36d48f5 · outbound

This paper cites BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.733792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 53774262-3df6-4e73-b105-6f57b4ecc9ce · outbound

This paper cites 19 730–19 742.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models 19 730–19 742

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.730698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b40af200-e9fc-49af-bef8-33853d71da9c · outbound

This paper cites Visual instruction tuning.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Visual instruction tuning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.770296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fb5c8c4c-a98c-41ce-91a0-f9457c36c6da · outbound

This paper cites Vila: On pre-training for visual language models.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Vila: On pre-training for visual language models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.744133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f1351546-3247-4282-8e98-c14170db848b · outbound

This paper cites Qwen3-VL Technical Report.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Qwen3-VL Technical Report

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-12T09:31:25.574635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1bc23fe6-851d-4cfb-b9d7-4771766a6c8c · outbound

This paper cites Witt: A wireless image transmission transformer for semantic communications.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Witt: A wireless image transmission transformer for semantic communications

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.750656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d0041270-da19-4dbb-8d4a-434a93513355 · outbound

This paper cites Visual language model based cross-modal semantic communication systems.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Visual language model based cross-modal semantic communication systems

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.760310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3b62bcdc-1473-4583-8ae7-d82df711d618 · outbound

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

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Token communications: A large model-driven framework for cross-modal context-aware semantic communications

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.763587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f3ce1412-26aa-4734-aabd-1c748c2133df · outbound

This paper cites Vlf-msc: Vision-language feature-based multimodal semantic communication system.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Vlf-msc: Vision-language feature-based multimodal semantic communication system

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:31:25.568837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 024dc7cb-7b7a-413c-b67a-3b6b05026e60 · outbound

This paper cites Video tokencom: Textual intent-guided multi-rate video token communications with uep-based adaptive source-channel coding.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Video tokencom: Textual intent-guided multi-rate video token communications with uep-based adaptive source-channel coding

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:31:25.565724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c821ae7c-d33c-4712-a469-b2b649ef2ddd · outbound

This paper cites Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T09:31:25.578099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8b8bd522-777c-43ba-8e1d-e61bcb05bb74 · outbound

This paper cites Attention is all you need.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Attention is all you need

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.766567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e479baca-09d2-46b4-a401-e1dbb00b5184 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.756573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5ba15921-f9f6-45c3-beeb-015a0f2ad972 · outbound

This paper cites Perceptual losses for real-time style transfer and super-resolution.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Perceptual losses for real-time style transfer and super-resolution

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.756923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bc40dae9-d540-4ab1-b83b-1410f163e27e · outbound

This paper cites SmolVLM: Redefining small and efficient multimodal models.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models SmolVLM: Redefining small and efficient multimodal models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.760526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d35e11eb-b11b-4516-8514-0e864a3b10d7 · outbound

This paper cites Microsoft coco: Common objects in context.

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Microsoft coco: Common objects in context

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T07:28:57.748340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 479fd5c9-32c9-41b8-98ac-71ea4f03e790 · outbound

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

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models Evaluating object hallucination in large vision-language models

Reference 21

Resolution: malformed identifier; raw_fallback, observed 2026-05-27T07:28:57.752175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation f15a6f04-af83-45d5-9f1c-193b053d5610 · inbound

LAST: The Last Query Token Guides Visual Token Pruning for Edge-Cloud Collaborative MLLM Inference cites this paper.

LAST: The Last Query Token Guides Visual Token Pruning for Edge-Cloud Collaborative MLLM Inference Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T22:24:19.242637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.