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Paper Citation Record · LEDGER

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference

As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2605.18853.

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

pith.paper-citation-record.v1
2605.18853 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T20:37:06.957970Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T22:24:19.289451Z

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 exact11
  • verified fuzzy1
  • unresolved3
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41767671-f264-4642-b94f-bc5be16403d1 · outbound

This paper cites In: The 17th International Conference on Ambient Systems, Networks and Technologies (ANT 2023) / The 3rd International Workshop on Causality, Agents and Large Models (CALM-26).

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference In: The 17th International Conference on Ambient Systems, Networks and Technologies (ANT 2023) / The 3rd International Workshop on Causality, Agents and Large Models (CALM-26)

Reference 1

Resolution
verified exact
doi, observed 2026-05-20T20:38:59.928537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:85c6dc95d26679f838f79d617c2281c41a70f70474bb99d334688a35e1003f21

Observation 28594ffb-d7c4-4999-b4ed-626fb5da731e · outbound

This paper cites LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-20T20:38:59.940512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:80053473ffd92bf8076d6c4e2d02d4d3eb0c9b28fadc9205b8f553fb099b789c

Observation bd2150ff-d125-4a2e-9ea1-11ac3e4498d5 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution
malformed identifier
local_arxiv, observed 2026-05-20T20:38:59.936849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:7445788c6631ec60983838dc8ff66e77e1328fb4fe266b519c0d79b5d5057d2a

Observation 30d0e9f1-f5d3-4829-8e3b-6bded3869361 · outbound

This paper cites Garibaldi and J.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Garibaldi and J

Reference 4

Resolution
verified exact
doi, observed 2026-05-20T20:38:59.931554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:d65c829ca66077734de32b028f5601777d8918081315630a13f6175bcbfab171

Observation 8ccc1b8d-90fe-4ecb-9cbe-3088d9046e5a · outbound

This paper cites an unresolved cited work.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:39:00.820772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:8bd598c37e7858098b8e2e09e9b2633aa2ba2433acd748b74c9f452ea6a921fd

Observation 29153a73-b2f5-4ee3-bf2b-eca1f3b46be2 · outbound

This paper cites an unresolved cited work.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:39:00.827638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:fed1f5ebd448757957d24ca906e5af5c8764101cd4edf14de4b34e6414062fc7

Observation 323abb38-97f8-4240-a5a3-e1e73e0f79ee · outbound

This paper cites Hybridflow: Resource-adaptive subtask routing for efficient edge-cloud llm inference.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Hybridflow: Resource-adaptive subtask routing for efficient edge-cloud llm inference

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:38:59.979099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:52f9087935b4bc2396f682de46b6d91795a81f5e7ddb14b7eb5fb311bd5661a0

Observation 4ebf21dc-dc23-457d-a327-8073858319f5 · outbound

This paper cites International Journal of Computer Vision 131(1), 284–301 (2023).

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference International Journal of Computer Vision 131(1), 284–301 (2023)

Reference 8

Resolution
malformed identifier
doi_truncated, observed 2026-05-20T20:38:59.947052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:331eef1281e11c4ed5091504c9f4f218e8339016f186f016d1f304439c90c6e8

Observation bb58135e-12d2-47d1-82e8-1f27339049ef · outbound

This paper cites Chen, Trevor Chow, Ishan S.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Chen, Trevor Chow, Ishan S

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:39:00.825334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:c4b56bd82ae402188e9e74ca989d09542775f14e27d14e2bdc9c230a50c87621

Observation 51ae53cd-20ad-4079-be03-83b6ac990bd7 · outbound

This paper cites In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T20:38:59.944348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:dbc65aea61ef71a10a0b6bb1240afffbe72977256682a7dbc47b36f72af398c9

Observation 9b9ad3bf-fd1a-4d24-9b2f-8c99355debca · outbound

This paper cites Graph- structured small molecule drug discovery through deep learning: Progress, challenges, and opportunities.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Graph- structured small molecule drug discovery through deep learning: Progress, challenges, and opportunities

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:38:59.925255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:391b8357ebc18ec6ec75e046874a39d5089e0a9ea64e7d00c3a561221997e7ab

Observation 67dc3e75-e4b0-4eb4-af98-19d5eab8d6fb · outbound

This paper cites Efficient multi- modal large language models: A survey.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Efficient multi- modal large language models: A survey

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:38:59.971836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:b49e3d9341653d2772c2b94702ab6c3c5313948dfe2552ffdba8221d38250163

Observation 23fb9204-b25b-4db6-9b54-c830c1b571c3 · outbound

This paper cites an unresolved cited work.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:39:00.829938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:14d779c49adcfc1d34c83cd8b6e6c555e9ab161175b9dad1a2891f0ebd382bd5

Observation 4b2d8d04-a96c-449d-8cd5-d1556ad59b1a · outbound

This paper cites RouteLLM: Learning to Route LLMs with Preference Data.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference RouteLLM: Learning to Route LLMs with Preference Data

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-05-20T20:38:59.957489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:9d9d4e5968146e1bbe6f247cc32403471da570c7838b2f0ba9754a874720efab

Observation 549f7dee-a4d2-4223-b281-508cd1d4a4be · outbound

This paper cites an unresolved cited work.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Unresolved cited work

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:38:59.975701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:3577ca9573ffa4f6a7b9464727b5c380d29f7bcf569ae34c8fb5f9ef04b6cff6

Observation 2ef69692-1280-489d-9466-235cee232d78 · outbound

This paper cites 2016.280.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference 2016.280

Reference 16

Resolution
malformed identifier
doi_truncated, observed 2026-05-20T20:38:59.949788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:02c1c7953d79c6627aa9abd581679826923dda7e8f662b768e64d67bcf401818

Observation 85b10d08-57f8-4682-a526-3686fa46017d · outbound

This paper cites Emogen: Emotional image content generation with text-to-image diffusion models.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Emogen: Emotional image content generation with text-to-image diffusion models

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:38:59.964892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:79b4fe5b307b0d18a5a02439616b5b0e62385b96eb14602c1be895239162337e

Observation e91a5eda-2a2a-40d0-b656-ba7e39560d04 · outbound

This paper cites Empowering large language models to edge intelligence: A survey of edge efficient llms and techniques,.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Empowering large language models to edge intelligence: A survey of edge efficient llms and techniques,

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:38:59.961402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:b51bcde3077b8c7b14d88de770714bdc2a48932dff1a1f1586240a374a128280

Observation a8d9b047-7dab-478f-af02-9466508437ac · outbound

This paper cites an unresolved cited work.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Unresolved cited work

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:38:59.968022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:5020601f66c7b456b9a273a6e377e6f899f6ea73ae5724bb0271eb845b398355

Observation 913b8183-17c8-4776-80d5-a127443e9901 · outbound

This paper cites Efficient routing of inference requests across llm instances in cloud-edge computing.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference Efficient routing of inference requests across llm instances in cloud-edge computing

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:38:59.953803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:a4389115168affe021e1a9db3031283f6f6c375fe3bcf428a5fe71e9eddf6974

Observation b2dee4ae-1ed5-4d27-8f09-0bb1a297b59c · outbound

This paper cites GreenServ: Energy-efficient context-aware dynamic routing for multi-model LLM inference.

INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference GreenServ: Energy-efficient context-aware dynamic routing for multi-model LLM inference

Reference 21

Resolution
malformed identifier
arxiv_id, observed 2026-05-20T20:39:00.165250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T20:37:06.957970Z digest=sha256:6e5002242d52638cfe2d54ee7d1910ec17d0b9771b5774d490b30f8e0aeb8d28

Pith citing papers

Observation ee25b9e2-9385-4335-9680-3b967da29725 · 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 INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-31T22:24:19.289451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T22:24:19.289451Z digest=sha256:703568476f0c41b86c3ae53191d867f55a48ea173279c79ddc7aa1dd9e4f9feb