Paper Citation Record · LEDGER

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving

As of 22 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.12121.

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

pith.paper-citation-record.v1
2608.12121 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:20:20.793110Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy3
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fd32acce-cef5-416c-91da-ce981b7620bd · outbound

This paper cites InProceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 6769–6781.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving InProceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 6769–6781

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:20:21.281225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c928a125-6c56-4bbb-8c83-dc1dca00cf65 · outbound

This paper cites InAdvances in Neural Information Processing Systems, volume 33, 9459–9474.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving InAdvances in Neural Information Processing Systems, volume 33, 9459–9474

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:20:21.265204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7ea3b2d7-34c6-488d-b023-2d5068d8cb1e · outbound

This paper cites InProceedings of the ACM SIGCOMM 2024 Conference, 38–56.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving InProceedings of the ACM SIGCOMM 2024 Conference, 38–56

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.770370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b62af3f9-c977-485f-9df9-4945a670e6b8 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.775443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5662d742-0f3b-4eb8-aeaf-7aaebdec3bad · outbound

This paper cites arXiv preprint arXiv:2602.24134.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving arXiv preprint arXiv:2602.24134

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.780336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 237f7ae0-e9f0-437c-b529-46f9fb2a1031 · outbound

This paper cites DeepSeek-OCR: Contexts Optical Compression.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving DeepSeek-OCR: Contexts Optical Compression

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.784398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11f99c8d-6e54-4824-b631-09d412230f17 · outbound

This paper cites Xing,L.;Wang,A.J.;Yan,R.;Shu,X.;andTang,J.2025.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving Xing,L.;Wang,A.J.;Yan,R.;Shu,X.;andTang,J.2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.788672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e639c87-4867-4fb3-b026-cdb3b69c941a · outbound

This paper cites InProceedings of the Twentieth European Conference on Computer Systems, 94–109.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving InProceedings of the Twentieth European Conference on Computer Systems, 94–109

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.793110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb003305-0d6a-4d8a-9524-156ed2bd9b3a · outbound

This paper cites InProceedings of the 37th International Con- ference on Machine Learning, volume 119 ofProceed- ingsofMachineLearningResearch,3929–3938.PMLR.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving InProceedings of the 37th International Con- ference on Machine Learning, volume 119 ofProceed- ingsofMachineLearningResearch,3929–3938.PMLR

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:20:21.295333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 964b2dff-8e1c-4f60-a2ba-4582e29021e4 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2024, 2318–2335.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving InFindings of the Association for Computational Linguistics: ACL 2024, 2318–2335

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.746455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 788b58ed-64b1-4d86-b21a-faa99e635b12 · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.751270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec6af18-8fb0-47d7-a452-2e51a8aeba86 · outbound

This paper cites LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence.

QV-PIC: Query-Aware Visual Position-Independent Caching for Efficient RAG Serving LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:20.740974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.