Paper Citation Record · LEDGER

Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2209.14927.

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

pith.paper-citation-record.v1
2209.14927 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:44:46.769849Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

10
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation aad55682-aa40-4a4b-b8f9-89d599ac11a3 · inbound

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security cites this paper.

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T00:57:26.568804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f5955697-2059-464f-9e93-a06e165fe08e · inbound

SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents cites this paper.

SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-05-17T10:09:46.559835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f22250f3-3362-44a0-9064-e40d0e4502e7 · inbound

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent cites this paper.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T04:44:46.769849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d62b78f-6d20-403a-8df1-0b6b1697c38c · inbound

Scaling Mobile Chaos Testing with AI-Driven Test Execution cites this paper.

Scaling Mobile Chaos Testing with AI-Driven Test Execution Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T04:01:48.703343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a651e0bf-52a4-4828-8f03-599423ec8055 · inbound

Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection cites this paper.

Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:30:52.735163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd5f6c15-0820-4adc-9ba4-bbac874f535e · inbound

MUIAnno: An Expert-Annotated Dataset and Evaluation Benchmark for Mobile UI Understanding cites this paper.

MUIAnno: An Expert-Annotated Dataset and Evaluation Benchmark for Mobile UI Understanding Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:12:50.480761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 04567c9b-0c17-4ad2-9dc0-3d34671e5d5e · inbound

MobileExplorer: Accelerating On-Device Inference for Mobile GUI Agents via Online Exploration cites this paper.

MobileExplorer: Accelerating On-Device Inference for Mobile GUI Agents via Online Exploration Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:33:50.057350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.