Paper Citation Record · LEDGER

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction

As of 10 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2607.15550.

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

pith.paper-citation-record.v1
2607.15550 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T23:03:15.562166Z

measured 36 of 36 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:04:34.028845Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact1
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a069e150-e0c8-401c-a0dc-9882b46ddd1e · outbound

This paper cites Digirl: Training in-the-wild device-control agents with autonomous reinforcement learning.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Digirl: Training in-the-wild device-control agents with autonomous reinforcement learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:11.228489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca186ad8-27d6-4661-a25c-fa2587c14fa8 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Constitutional AI: Harmlessness from AI Feedback

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:11.368991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c699701a-c917-492b-8561-2d52ffd38730 · outbound

This paper cites Mobiledreamer: Generative sketch world model for gui agent.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Mobiledreamer: Generative sketch world model for gui agent

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:11.491280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc07f1d-d63e-42fb-aee6-037561a1d2fe · outbound

This paper cites T., Gwak, M., Song, G., Kim, J., Kim, S., Lee, D., and Yeo, J.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction T., Gwak, M., Song, G., Kim, J., Kim, S., Lee, D., and Yeo, J

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:11.606311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db95fd3e-8479-408d-9c0c-1cbe2ff78b3e · outbound

This paper cites The foundations of cost-sensitive learning.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction The foundations of cost-sensitive learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:11.693776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edd7207a-4c76-475b-9dfa-ec302e9006c6 · outbound

This paper cites Is your llm secretly a world model of the internet? model-based planning for web agents.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Is your llm secretly a world model of the internet? model-based planning for web agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:11.759773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9153d96a-7d0c-49af-887e-eb36497ee10c · outbound

This paper cites Mastering diverse control tasks through world models.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Mastering diverse control tasks through world models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:11.833890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1c1aca1-acb6-4e6a-8878-06d8adafe40c · outbound

This paper cites Y., Lambert, N., Choi, Y., and Dziri, N.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Y., Lambert, N., Choi, Y., and Dziri, N

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:11.921449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28875ef5-b675-4f81-9168-b8f8c73da195 · outbound

This paper cites Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:12.035774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af17b8db-7244-4dfb-8054-ef09797f0362 · outbound

This paper cites Rynnvla-001: Using human demonstrations to improve robot manipulation.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Rynnvla-001: Using human demonstrations to improve robot manipulation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:12.129362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e89846f-5045-4364-a2fb-bffe5cdb9816 · outbound

This paper cites Polyguard: A multilingual safety moderation tool for 17 languages.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Polyguard: A multilingual safety moderation tool for 17 languages

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:12.295918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f35db941-86d4-4100-9e70-1a2860b1cfed · outbound

This paper cites an unresolved cited work.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:12.433205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12deacd5-00bf-4dd9-834c-656b4125bc07 · outbound

This paper cites Verisafe agent: Safeguarding mobile gui agent via logic-based action verification.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Verisafe agent: Safeguarding mobile gui agent via logic-based action verification

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:12.554178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e17760-6a22-4310-9637-57a73209ca43 · outbound

This paper cites S., Knox, W.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction S., Knox, W

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:12.687153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18a53a6f-a3ac-49d9-898b-901d7a879bd9 · outbound

This paper cites Mobileworldbench: Towards semantic world modeling for mobile agents.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Mobileworldbench: Towards semantic world modeling for mobile agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:12.817488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f61f2c5-6527-4552-bc1e-f5cae900b9f0 · outbound

This paper cites Drive VLA -w0: World models amplify data scaling law in autonomous driving.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Drive VLA -w0: World models amplify data scaling law in autonomous driving

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:13.000740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede94b69-db5e-4a28-91dd-28a8c263dd1e · outbound

This paper cites Sft doesn't always hurt general capabilities: Revisiting domain-specific fine-tuning in llms.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Sft doesn't always hurt general capabilities: Revisiting domain-specific fine-tuning in llms

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:13.185976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15ba8270-2da8-410d-b806-27beb99825e4 · outbound

This paper cites AutoGLM: Autonomous Foundation Agents for GUIs.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction AutoGLM: Autonomous Foundation Agents for GUIs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:13.345593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c252b75f-ac41-48a2-8763-949b2a195867 · outbound

This paper cites Vimo: A generative visual GUI world model for app agents.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Vimo: A generative visual GUI world model for app agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:13.462340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dd7c82f-a473-4667-b70b-704f102e1713 · outbound

This paper cites an unresolved cited work.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:13.629138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b71f272-27ce-43fd-acf2-65f08404dd62 · outbound

This paper cites Discovering and achieving goals via world models.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Discovering and achieving goals via world models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:13.781813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37188e44-b2b4-4d8f-a958-7261111239f6 · outbound

This paper cites Llama 3.1 nemotron safety guard 8b.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Llama 3.1 nemotron safety guard 8b

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:13.911588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b166bda8-5e6a-4092-9086-f46c43221f90 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:13.990913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6683ba5-0153-40b5-a7a0-34779ca60f67 · outbound

This paper cites Qwen3guard-stream-8b.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Qwen3guard-stream-8b

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:14.137555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8973d2d9-90a4-4fc7-b2b1-2542c352d286 · outbound

This paper cites Neural OS : Towards simulating operating systems via neural generative models.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Neural OS : Towards simulating operating systems via neural generative models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:14.285144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d820904-a38e-4996-9e2b-64c42f79f715 · outbound

This paper cites OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:14.409129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def90be6-2260-45e2-9579-b0bf039ec75e · outbound

This paper cites MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:14.479815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e108cbf5-ef26-46b7-97aa-490065d8d907 · outbound

This paper cites an unresolved cited work.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:14.598198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec47d7f2-d82d-422c-9423-1a8eb87e9b9b · outbound

This paper cites Hi-agent: Hierarchical vision-language agents for mobile device control.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Hi-agent: Hierarchical vision-language agents for mobile device control

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-08-01T23:03:25.499257Z

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 57b1fdc6-9f68-4093-a2b2-7339d7619f64 · outbound

This paper cites Webworld: A large-scale world model for web agent training.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Webworld: A large-scale world model for web agent training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:14.889633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecf80a58-00a5-47a1-b4d8-a087a211b17e · outbound

This paper cites Qwen3-VL Technical Report.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Qwen3-VL Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:15.013482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 758de63a-9d48-4b3f-8f2d-bde171bb5be1 · outbound

This paper cites Dream VLA : A vision-language-action model dreamed with comprehensive world knowledge.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Dream VLA : A vision-language-action model dreamed with comprehensive world knowledge

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:15.155927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 443fcdf5-c2ae-4c64-931d-923c35b72429 · outbound

This paper cites Agent-SafetyBench: Evaluating the Safety of LLM Agents.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction Agent-SafetyBench: Evaluating the Safety of LLM Agents

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:15.307245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4195ba8-2e4e-4806-931d-5db729aca21e · outbound

This paper cites WebGuard: Building a Generalizable Guardrail for Web Agents.

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction WebGuard: Building a Generalizable Guardrail for Web Agents

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:15.423940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cded4ed-f482-4d18-b894-48a22c31cd5e · outbound

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

SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T23:03:15.562166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0d066276-1d64-4bed-a0a0-3c4b1b86d3c6 · inbound

Scaling GUI Agents with Visual State Transitions cites this paper.

Scaling GUI Agents with Visual State Transitions SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T23:04:34.028845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.