Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T18:06:12.349285Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 4 inbound Pith citation observations for arXiv:2509.07553.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T18:06:12.349285Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-15T12:42:28.672749Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-29T12:53:26.731453Z
77 of 77 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9a8f2f53-2cae-41cf-b24a-494dd3963000 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 14060dcb-e8c7-42eb-83dc-e4558ce5a695 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 09d770ab-9b88-4f44-bcc0-be45ffc5f82e · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation df667b69-cfea-4441-a44b-9418441c2679 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 57d8d125-2a77-40ee-9e3b-dea32145fe84 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Qwen2.5-VL Technical Report
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9546548d-1616-45b8-95c4-ecf336e0e664 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 732c3b0d-dd98-4051-9582-cf3cdbc48406 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents V2P: Visual attention calibration for GUI grounding via background suppression and center peaking.arXiv preprint arXiv:2508.13634,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 391f5fc7-8137-4a86-810f-9b9ef62626dc · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 438da1da-fefe-4934-a99a-a6abdcab4269 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1aa56f19-6e54-4712-851b-055a7222a418 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Hidden ghost hand: Unveiling backdoor vulnerabilities in mllm-powered mobile gui agents
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d65bf204-43c7-4fe0-810d-80f84b3e2f20 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents OS -kairos: Adaptive interaction for MLLM -powered GUI agents
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b8f024ad-b7d0-419e-9d34-cb1c1a8482c4 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Navi-plus: Managing Ambiguous GUI Navigation Tasks with Follow-up Questions
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 698bcf6a-87e0-43c2-ba5c-e5ed6ebd77bb · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1c5b4b9e-82be-4402-b772-7f7915752d73 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 37c7b64a-24eb-49a3-a974-72cb6c46ee9c · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents UI-Venus Technical Report: Building High-performance UI Agents with RFT
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 143ca65e-0b4d-4bc7-85ad-6b5e90dfc0b2 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aec8e233-6583-45e0-bd4b-957e529a0c49 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eeb40a1d-fefb-49e0-a312-ed377073975d · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 603c566c-c864-49b6-ba1a-917582906cad · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents E., Zhou, W., Wang, G., Yin, K., Zhao, Z., Yang, H., Wu, F., Zhang, S., and Wu, F
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b77ee9d6-119e-4a41-8e58-4f0c7a9ff1e9 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Understanding the planning of LLM agents: A survey
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 850828ae-1302-4ed7-9dae-53caf8d28700 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Xu, Tianyue Ou, Shuyan Zhou, Jeffrey P
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 33964e3a-9d0c-4868-994f-3b48f0283ecf · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents GPT-4o System Card
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 85a2941a-d5e1-4f14-8c1c-fcd27d04d3f4 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 88d72ac8-70e5-44b7-9131-d81dbfaf0eec · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Computerrl: Scaling end-to-end online reinforcement learning for computer use agents
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 03a41e92-ddcb-4fe3-9f3e-4358064222c4 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ac449e10-80ef-4507-84f2-6f029f1f4841 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Mobileuse: A gui agent with hierarchical reflection for autonomous mobile operation
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a8fd3bcf-a002-4286-ba13-c6a4d2692e14 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Llm-powered gui agents in phone automation: Surveying progress and prospects
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bc69c51c-194c-42e5-bb3b-b3de3eef7ef5 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8e7f9ce6-1b01-4a73-87c0-5ba9513ed115 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Infigui-g1: Advancing gui grounding with adaptive exploration policy optimiza- tion.arXiv preprint arXiv:2508.05731
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 10cb7224-c619-4822-b7f0-d3ffba43ce4d · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c89564a3-ed63-4ffd-b1cf-9caee204c404 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cc6510b4-1d8e-4851-9055-d02099f9b4c5 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 87c649d1-8fda-495c-90ac-9843f98a9100 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c88114f1-e3a4-44d8-8060-d7dc53cd1057 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3363a464-5aeb-4648-b114-de1e8f6c1909 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 23de1d05-ace4-43f7-a35e-d783bfa67702 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aad6ffb2-400a-42f3-b527-e00cf560ce61 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Morae: Proactively Pausing UI Agents for User Choices
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 11fbc47e-354a-407f-a64f-0c3f9e53dce7 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c497afbb-13c6-4cab-b919-a93384c2419b · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e2d4bf26-caf3-451d-bf83-715e2476509d · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9787c2b6-54cd-424a-9a46-a8871e874c32 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1cf96ff8-46c8-4bb8-baa2-5b44b270689c · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4c8db0dd-83ee-46b6-8c24-19431ece41bc · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Towards trustworthy gui agents: A survey
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4de81ac0-f1c0-4bdc-85ed-e21e3531ed53 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 034aab47-f9dc-4002-ad2a-431e1ca81233 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9118215b-73d7-4e4b-bfa6-04ccd9dc88fe · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6f2a4253-fb2c-4aff-ac94-0df8d07b5bce · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63eed9b5-9a0e-4866-b157-173b03d26771 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4f44cf85-2e86-43e2-b013-739349053372 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents PerPilot: Personalizing VLM-based Mobile Agents via Memory and Exploration
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ef55e30c-bf22-4e05-be8f-e8b445cc223f · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e283f85b-5d3a-4f58-a431-2b570bef700a · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Agent Workflow Memory
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0b416643-444e-4bec-8c40-33b50a031694 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Foundations and Recent Trends in Multimodal Mobile Agents: A Survey
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 92c1dd39-451d-40b3-a275-ee5a00cf5137 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 25eaa84a-e1ea-409d-8057-78bbd03ecaef · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c1fab61b-0b81-4f0b-85ad-9d27997e2924 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b5dd238a-baa6-4591-9c60-971230ddda9f · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Quick on the Uptake: Eliciting Implicit Intents from Human Demonstrations for Personalized Mobile-Use Agents
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a4de8317-4fea-490f-a94d-89458a3fe478 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f1d976cb-73d6-4e66-9914-2a8d4971de1d · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ab7f50c4-ea2e-4ead-b99e-39861a30bd33 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Mobile-bench-v2: A more realistic and comprehensive benchmark for vlm-based mobile agents
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0506c4cf-2569-44cb-b586-e0f06a328b64 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 88284a67-c93f-4be3-acef-19f06e8c28f7 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 523b9fb1-1da7-4def-85b9-ddd66c16c86c · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7b6b7e7a-3f29-4f63-aeee-8991ba262cae · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents GTA1: GUI Test-time Scaling Agent
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 58c5ae0b-32e0-4426-9a2d-c1a765c42072 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 51a3cd41-ae06-4224-94e4-f9e5fedc4af8 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Mobile-Agent-v3: Fundamental Agents for GUI Automation
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 31a84112-b649-40f4-84af-5cc32edaf617 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 49f09888-1e87-42c6-b92f-53956be8c00c · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e5bb6738-f403-4c77-8f7e-9177dbaafd7f · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Large Language Model-Brained GUI Agents: A Survey
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c364125a-be22-4356-ae32-6f6d26e2280a · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents UFO2: The Desktop AgentOS
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 30cbf624-afee-4141-94d3-beb250b0a9eb · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4cce0170-e30a-46d0-8fce-a7f35bd2e830 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e4ee65a-2e2d-40b3-aea2-ee9d85e3fa0d · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8a986f3d-2ae4-4608-a953-3dd0cc34ba5b · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e47eb974-b649-4d32-b20d-82cbbc173883 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents The user opened ‘{file}’ in {app}
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9b6e90b7-2f41-41d0-b5cf-c2c92cc6a475 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Unresolved cited work
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b38c4068-58b8-48f7-ba85-b30a84e0295b · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b9ea9a24-6bb0-4d83-b077-f2c040104554 · outbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents Batch-ICL: Effective, efficient, and order-agnostic in-context learning
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7012177b-4259-4307-b995-e87b0737c347 · inbound
SlowBA: An efficiency backdoor attack towards VLM-based GUI agents VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc1575d0-a5e8-40c3-9da6-2fc47ee73da5 · inbound
Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3a08121c-7092-49bd-9539-46f1b4d77930 · inbound
OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0f3d85cb-e958-4841-9b11-5c5445f1f816 · inbound
Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.