Paper Citation Record · LEDGER

GUI Agents with Foundation Models: A Comprehensive Survey

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 40 inbound Pith citation observations for arXiv:2411.04890.

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

pith.paper-citation-record.v1
2411.04890 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 40 of 40 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:49.056761Z

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

2
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 9c9dff87-0e47-4c2b-9b9c-2ffe35fe4cc8 · inbound

Large Language Model-Brained GUI Agents: A Survey cites this paper.

Large Language Model-Brained GUI Agents: A Survey GUI Agents with Foundation Models: A Comprehensive Survey

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:08:27.580302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 315d86bc-7cd9-4109-a069-a4da907779a8 · inbound

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions cites this paper.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions GUI Agents with Foundation Models: A Comprehensive Survey

Reference 162

Resolution: verified exact; arxiv_id, observed 2026-05-23T05:02:35.347977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf40d6ec-9833-417e-bcf7-7bb389a0c5b1 · inbound

EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks cites this paper.

EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks GUI Agents with Foundation Models: A Comprehensive Survey

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:20.819194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 891dd03b-f7ec-49b6-8179-4f0c52452aa6 · inbound

ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search cites this paper.

ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search GUI Agents with Foundation Models: A Comprehensive Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:25:33.633638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3128b0cf-20fa-4954-85e4-8025d8628397 · inbound

GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents cites this paper.

GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T15:16:03.488532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca4f00a7-7c02-4417-b3d6-8399d7cda395 · inbound

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments cites this paper.

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments GUI Agents with Foundation Models: A Comprehensive Survey

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:17.210283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adabb252-8b58-4786-a20c-f71bcf61120b · inbound

Robot Operation of Home Appliances by Reading User Manuals cites this paper.

Robot Operation of Home Appliances by Reading User Manuals GUI Agents with Foundation Models: A Comprehensive Survey

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:21.208126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8dc155c-8fb9-4b16-9bea-e7a50a9a2909 · inbound

DeepShop: A Benchmark for Deep Research Shopping Agents cites this paper.

DeepShop: A Benchmark for Deep Research Shopping Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:02.496623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a389405f-d6d2-41a5-ba91-eac919a21c7c · inbound

Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System cites this paper.

Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System GUI Agents with Foundation Models: A Comprehensive Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:04:02.622402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fa6069b-9e0f-4ba4-8aa9-87ba886653e6 · inbound

LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization cites this paper.

LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization GUI Agents with Foundation Models: A Comprehensive Survey

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:47:13.943604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fb068da7-b4c8-4806-8f81-2d16971dd52a · inbound

RoboBrain 2.0 Technical Report cites this paper.

RoboBrain 2.0 Technical Report GUI Agents with Foundation Models: A Comprehensive Survey

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T20:47:31.078436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07fae943-36b9-42f7-bd29-663d8f9a71aa · inbound

MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment cites this paper.

MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment GUI Agents with Foundation Models: A Comprehensive Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:25:14.763290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bc7c357-a7d8-4de8-bf73-3089b9c320b2 · inbound

Evaluation and Benchmarking of LLM Agents: A Survey cites this paper.

Evaluation and Benchmarking of LLM Agents: A Survey GUI Agents with Foundation Models: A Comprehensive Survey

Reference 109

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:21.799296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c43a4a4-258c-4633-8ae5-f93d2234bd1b · inbound

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement cites this paper.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement GUI Agents with Foundation Models: A Comprehensive Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.618779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aaa32f4-d1cb-4115-b3c7-63338e1eb920 · inbound

Cybernaut: Towards Reliable Web Automation cites this paper.

Cybernaut: Towards Reliable Web Automation GUI Agents with Foundation Models: A Comprehensive Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.051235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36e0ce03-7710-4111-bb7d-cc717cf9c8ed · inbound

SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control cites this paper.

SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control GUI Agents with Foundation Models: A Comprehensive Survey

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T15:18:56.900795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7440ca6-9008-4b1a-b009-db1466a79df5 · inbound

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning cites this paper.

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning GUI Agents with Foundation Models: A Comprehensive Survey

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-13T10:13:58.907184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 548617e3-ad59-4c79-8495-536b30645313 · inbound

Instruction Agent: Enhancing Agent with Expert Demonstration cites this paper.

Instruction Agent: Enhancing Agent with Expert Demonstration GUI Agents with Foundation Models: A Comprehensive Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T22:55:20.920401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd1e551-235e-4e72-8868-9c76335d8997 · inbound

MGA: Memory-Driven GUI Agent for Observation-Centric Interaction cites this paper.

MGA: Memory-Driven GUI Agent for Observation-Centric Interaction GUI Agents with Foundation Models: A Comprehensive Survey

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:40:50.714039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f285d3ab-5b7e-488f-a6a0-e94f29b89fea · inbound

Rethinking Token Pruning for Historical Screenshots in GUI Visual Agents: Semantic, Spatial, and Temporal Perspectives cites this paper.

Rethinking Token Pruning for Historical Screenshots in GUI Visual Agents: Semantic, Spatial, and Temporal Perspectives GUI Agents with Foundation Models: A Comprehensive Survey

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:03:20.140678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 827c4e4a-8ff9-4baf-baa5-29d94fea8d8f · inbound

UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics cites this paper.

UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics GUI Agents with Foundation Models: A Comprehensive Survey

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:00:31.636820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7cf85c43-9bf9-424d-8aef-35770c209194 · inbound

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing cites this paper.

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing GUI Agents with Foundation Models: A Comprehensive Survey

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:45:52.823872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b6abbf0-f7c4-422f-bd7d-cb55c7acf104 · inbound

Mobile GUI Agent Privacy Personalization with Trajectory Induced Preference Optimization cites this paper.

Mobile GUI Agent Privacy Personalization with Trajectory Induced Preference Optimization GUI Agents with Foundation Models: A Comprehensive Survey

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:11:01.049973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8fc688b0-eb36-41e4-b058-701ec98a15f2 · inbound

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents cites this paper.

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:56:11.628170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8096d68-477a-4fed-93db-afe67770c914 · inbound

Faithful Mobile GUI Agents with Guided Advantage Estimator cites this paper.

Faithful Mobile GUI Agents with Guided Advantage Estimator GUI Agents with Foundation Models: A Comprehensive Survey

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:41:24.119916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 16c000fe-3ad0-4ffd-ab37-214c5f7f38d8 · inbound

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability cites this paper.

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability GUI Agents with Foundation Models: A Comprehensive Survey

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:35:56.348758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d277963d-7ab9-4412-86b2-8f4834d3b30b · inbound

What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs cites this paper.

What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs GUI Agents with Foundation Models: A Comprehensive Survey

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:48:01.046550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d378f2b2-e187-475b-a697-8d053848d076 · inbound

DocOS: Towards Proactive Document-Guided Actions in GUI Agents cites this paper.

DocOS: Towards Proactive Document-Guided Actions in GUI Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:18:13.839582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a3b6fdc-df32-4035-ab9c-f1be2a521f21 · inbound

Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents cites this paper.

Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:26.750806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6170928a-0423-4007-a999-7b9171940b74 · inbound

Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration cites this paper.

Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration GUI Agents with Foundation Models: A Comprehensive Survey

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:36:08.844633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 071b6bbd-8ebf-4ee8-b2b7-50ad07ca4c46 · inbound

StainFlow: Entity-Stain Tracking and Evidence Linking for Process Rewards in GUI Agents cites this paper.

StainFlow: Entity-Stain Tracking and Evidence Linking for Process Rewards in GUI Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:47:09.650324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2fae210e-3a1d-4f08-a628-e143f93cd096 · inbound

GUI-AC: Enhancing Continual Learning in GUI Agents cites this paper.

GUI-AC: Enhancing Continual Learning in GUI Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:27:36.600257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9879310f-e4ef-4de2-8d2a-f8dbf207f100 · inbound

GUI-AC: Enhancing Continual Learning in GUI Agents cites this paper.

GUI-AC: Enhancing Continual Learning in GUI Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T14:27:05.589465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ea93f24-f12e-4173-a73e-6441940de539 · inbound

Diagnosing Task Insensitivity in Language Agents cites this paper.

Diagnosing Task Insensitivity in Language Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:39:51.569741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f1d0104-cc07-426a-a62a-8e51acbc040c · inbound

Where Do CoT Training Gains Land in LLM based Agents? cites this paper.

Where Do CoT Training Gains Land in LLM based Agents? GUI Agents with Foundation Models: A Comprehensive Survey

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:49:51.526856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce28f36e-a9cc-42d5-b2e1-8f7394a4e182 · inbound

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning cites this paper.

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning GUI Agents with Foundation Models: A Comprehensive Survey

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T14:29:53.286131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 852288d6-7d9c-4461-83f1-4a9a137fd356 · inbound

SEE: Structure-aware Exploring \& Exploiting for Long-horizon GUI Agent Trajectory Synthesis cites this paper.

SEE: Structure-aware Exploring \& Exploiting for Long-horizon GUI Agent Trajectory Synthesis GUI Agents with Foundation Models: A Comprehensive Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T16:20:11.297166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df9cd76-a6fa-4c8e-bf2e-eb72349920e3 · inbound

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents cites this paper.

Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 150

Resolution: unresolved; no resolver link, observed 2026-07-31T14:04:46.093237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a05154b5-a8df-4f30-875c-32eb6d0a56db · inbound

GUI-Lens: Coarse-to-Fine Cropping for GUI Grounding with General-Purpose VLMs cites this paper.

GUI-Lens: Coarse-to-Fine Cropping for GUI Grounding with General-Purpose VLMs GUI Agents with Foundation Models: A Comprehensive Survey

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T22:10:13.690783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a01d04-d616-4285-b15a-35857e9bc6d0 · inbound

The Next Screenshot Knows: Gated Hindsight Distillation for Mobile GUI Agents cites this paper.

The Next Screenshot Knows: Gated Hindsight Distillation for Mobile GUI Agents GUI Agents with Foundation Models: A Comprehensive Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:49.056761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.