Paper Citation Record · LEDGER

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use

As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2608.02217.

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

pith.paper-citation-record.v1
2608.02217 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:21:37.751127Z

measured 52 of 52 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 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

52 of 52 outbound references displayed

verified exact0
verified fuzzy0
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8faa88f4-15f3-4499-b9e0-20fc7242b5de · outbound

This paper cites frontal lobe.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use frontal lobe

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:30.585410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bea3020-ad66-4744-aa3d-4e3758856636 · outbound

This paper cites Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:30.691752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55881379-5aca-4698-bd96-58c9b832e468 · outbound

This paper cites Agentic Reasoning for Large Language Models.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Agentic Reasoning for Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:30.797160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df3b4678-7401-46e3-91b6-83f0fe82961f · outbound

This paper cites Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.004277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f816da44-83dc-4692-88b4-b70cc062e96d · outbound

This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.166501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49249fef-42c9-4c8a-b7c9-43c026bdfca5 · outbound

This paper cites arXiv preprint arXiv:2512.17306 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2512.17306 , year=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.296946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89455cc3-5085-4285-a570-81fd2fb1678e · outbound

This paper cites Thyme: Think Beyond Images.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Thyme: Think Beyond Images

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.405672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd1ef5aa-348c-4636-8300-943e2d937d8e · outbound

This paper cites arXiv preprint arXiv:2512.02361 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2512.02361 , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.526985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cb20006-0d3a-48a5-a4f5-8efc69c24579 · outbound

This paper cites DeepEyesV2: Toward Agentic Multimodal Model.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use DeepEyesV2: Toward Agentic Multimodal Model

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.692492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6d35e9-fb6f-426c-a75b-6bbbdf13e80f · outbound

This paper cites WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.750266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d510e1af-4502-462d-be41-78f835eee30a · outbound

This paper cites Thinking with Generated Images.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Thinking with Generated Images

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:31.872842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dadbcd5-be86-4b81-bf0d-e8418d1f040e · outbound

This paper cites arXiv preprint arXiv:2507.16746 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2507.16746 , year=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:32.099805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4db38c71-e37a-438c-a0e2-12554df5d705 · outbound

This paper cites AdaTooler-V: Adaptive Tool-Use for Images and Videos.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use AdaTooler-V: Adaptive Tool-Use for Images and Videos

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:32.263785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 206eba51-4c57-416c-95e3-eb2787142537 · outbound

This paper cites arXiv preprint arXiv:2601.18631 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2601.18631 , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:32.429232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbbbd3cf-af88-4e92-80f9-7dbe7e046d10 · outbound

This paper cites arXiv preprint arXiv:2603.15030 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2603.15030 , year=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:32.570731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d17ebd-b77a-42c0-b0d4-4527b18a0376 · outbound

This paper cites arXiv preprint arXiv:2511.01833 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2511.01833 , year=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:32.730680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50c8a02c-957f-4783-a411-b3c289753504 · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:32.869736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0b2f9e1-cf90-44e3-8f8d-2e6eee964a40 · outbound

This paper cites PyVision: Agentic Vision with Dynamic Tooling.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use PyVision: Agentic Vision with Dynamic Tooling

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:33.020557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02aec7dc-2af6-4895-8104-92a6ef964c20 · outbound

This paper cites arXiv preprint arXiv:2512.18745 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2512.18745 , year=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:33.138152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c38a7f60-cf50-4fa5-a15c-c501dea87978 · outbound

This paper cites Farrar, Straus and Giroux , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Farrar, Straus and Giroux , year=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:33.307247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3957ee38-fd3a-48a9-8f9d-f4a4f3e3cabe · outbound

This paper cites arXiv preprint arXiv:2507.05255 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2507.05255 , year=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:33.419905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2915f643-f191-41e9-9ffd-12aaf5e2e5fb · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:33.524745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b9b12c-e622-48a1-9057-12979cac378d · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:33.693985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3372be24-9f17-495b-b9ea-541be82e5469 · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:33.865724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49918bfa-7d57-4000-9ebc-11ca93b4ea3c · outbound

This paper cites OpenAI o1 System Card.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use OpenAI o1 System Card

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:33.970631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5099f534-02a5-43ea-b00c-db6306f19bec · outbound

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

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:34.081895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae365339-1464-4dc8-b191-e42963bd7fbb · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:34.283399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87b44f03-1257-456f-9665-cbd4ab106994 · outbound

This paper cites arXiv preprint arXiv:2511.15718 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2511.15718 , year=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:34.360346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d513d2cf-386c-44d1-be56-dc834546aa97 · outbound

This paper cites ReTool: Reinforcement Learning for Strategic Tool Use in LLMs.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:34.526276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40812ba8-8a59-44de-9aab-cf6eb63eaf52 · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use GLM-5: from Vibe Coding to Agentic Engineering

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:34.678773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fbf0488-6a8b-4433-9c8d-8ce6e7e35811 · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:34.815993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b91c9aad-5e4f-4d65-94de-ec0c843f35f5 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use ReAct: Synergizing Reasoning and Acting in Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:34.913476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e61e84-7720-4e04-a005-4d514bccc29e · outbound

This paper cites Qwen3 Technical Report.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Qwen3 Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:35.051933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6a70588-d786-4d26-a807-748139f3f9aa · outbound

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

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:35.222978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc1c3032-65e1-4bf6-9ac9-0d0528e9c944 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use LLaVA-OneVision: Easy Visual Task Transfer

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:35.368683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c86a27b2-8213-4801-a597-4329d0ac8750 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:35.500219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa50ca38-c798-4265-bfb8-a211dd6f7b6c · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:35.631519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a1e14f3-6f6e-46f4-8f4a-8a08cc0a7a15 · outbound

This paper cites Proceedings of the Twentieth European Conference on Computer Systems , pages=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Proceedings of the Twentieth European Conference on Computer Systems , pages=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:35.765804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01bcf76-1d62-497c-9306-353e3717f03d · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:35.936455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 315183c9-b652-4464-bbce-4d4eb4acdf37 · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:36.110916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd8bc600-a797-42a8-a0f9-6fcb1c39a552 · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:36.214560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee49c02d-c949-4d28-9a0b-edd91c11fff7 · outbound

This paper cites an unresolved cited work.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:36.359173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 946866a5-b25d-45ec-8549-25bfb2e1befd · outbound

This paper cites , author=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use , author=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:36.478619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420aea74-593e-41d7-bf4e-a5afd1214906 · outbound

This paper cites arXiv preprint arXiv:2512.17312 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2512.17312 , year=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:36.631982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f43583c-36f5-46cf-b760-beeb723e8b31 · outbound

This paper cites ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:36.797757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 406b1b09-af6c-4c3f-a08f-ce247c32f70b · outbound

This paper cites Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:36.905665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 259f18f9-4c8f-4576-946c-8d20b5e8453c · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:37.036845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf64502c-aa57-495c-8bee-8c3a36aee59d · outbound

This paper cites Decoupled Weight Decay Regularization.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Decoupled Weight Decay Regularization

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:37.188863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6c457f4-93f2-45b4-a887-acde4635f9d6 · outbound

This paper cites arXiv preprint arXiv:2602.16742 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2602.16742 , year=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:37.299278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bed2fc4-6ddb-4e71-8487-d536773e9f46 · outbound

This paper cites arXiv preprint arXiv:2511.21395 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2511.21395 , year=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:37.451142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c1e6f3-32bd-43de-b202-1f24091eefa9 · outbound

This paper cites arXiv preprint arXiv:2511.19773 , year=.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use arXiv preprint arXiv:2511.19773 , year=

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:37.572703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e3181e7-1cbd-441d-b30b-5b9ceea9a1d4 · outbound

This paper cites Qwen-Image Technical Report.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Qwen-Image Technical Report

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:37.751127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.