Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 2 inbound Pith citation observations for arXiv:2507.08505.

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

pith.paper-citation-record.v1
2507.08505 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:20:53.640322Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T15:09:25.818449Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T15:10:16.528858Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy6
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75fc37fc-9c21-4d22-829f-a0592d761a66 · outbound

This paper cites DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.520305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f975698-f196-4643-939a-8f482f3ce123 · outbound

This paper cites Large Multimodal Agents: A Survey.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Large Multimodal Agents: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.530368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b428182-fc7c-427b-a729-c682db3579a5 · outbound

This paper cites PowerInfer-2: Fast Large Language Model Inference on a Smartphone.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R PowerInfer-2: Fast Large Language Model Inference on a Smartphone

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.546644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a78480c-e864-413e-b8bf-b0e5b0bb2613 · outbound

This paper cites Fast On-device LLM Inference with NPUs.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Fast On-device LLM Inference with NPUs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.553489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c42b0a87-959e-45bf-aacd-6126a805075a · outbound

This paper cites SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.562080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aec358dd-da61-41c0-857c-663e8702bc61 · outbound

This paper cites llama.cpp: Efficient inference of llama models.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R llama.cpp: Efficient inference of llama models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:20:54.099816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8bad181b-2ad6-464e-a59e-c7f9cce8d3bc · outbound

This paper cites an unresolved cited work.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:20:54.069315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b54822bb-a506-4592-a8f7-908cc4f01434 · outbound

This paper cites mllm: On-device multimodal llm inference framework.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R mllm: On-device multimodal llm inference framework

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:20:54.027213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0f6c3968-16de-4113-812a-3430a7501f25 · outbound

This paper cites Visual Instruction Tuning.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Visual Instruction Tuning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.589256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50ae9b4b-2809-41e9-8dd6-8d760fc22283 · outbound

This paper cites Mobilevlm: An efficient vision-language model for mobile devices.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Mobilevlm: An efficient vision-language model for mobile devices

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:20:54.000329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5371ee33-436e-4348-8600-c6c0b5f10cda · outbound

This paper cites Imp: Highly Capable Large Multimodal Models for Mobile Devices.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Imp: Highly Capable Large Multimodal Models for Mobile Devices

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.600924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cecdc0f-a379-4c9b-ab4d-abd5e6baebde · outbound

This paper cites Gptq: Accurate post-training quantization for generative pretrained transformers.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Gptq: Accurate post-training quantization for generative pretrained transformers

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:20:53.974844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9904750c-2caf-4e56-9628-c8946d734eb3 · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.614221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5427bdbc-b356-4fc1-9b1e-151c1803ddb2 · outbound

This paper cites Learning both weights and connections for efficient neural networks.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Learning both weights and connections for efficient neural networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:20:53.950668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 619e70b8-35e7-429d-b039-91618cb9a3cf · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Distilling the Knowledge in a Neural Network

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.627325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1d43d0f-ccd4-4afc-984e-af0d9b6b9c7c · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R Fu, Stefano Ermon, Atri Rudra, and Christopher Ré

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:20:53.920708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0cf8702f-7a58-4cd4-9568-d9fee0740a68 · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:20:53.640322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e49eea97-df3d-4f89-bd72-36e15061fbb6 · inbound

On the Adversarial Robustness of Large Vision-Language Models under Visual Token Compression cites this paper.

On the Adversarial Robustness of Large Vision-Language Models under Visual Token Compression Efficient Deployment of Vision-Language Models on Mobile Devices: A Case Study on OnePlus 13R

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-21T15:10:16.531308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models cites this paper.

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 2026-08-09T06:31:02.800959+00:00.