Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 9 inbound Pith citation observations for arXiv:2508.04025.

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

pith.paper-citation-record.v1
2508.04025 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T01:01:09.922923Z

measured 51 of 51 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:31:37.252983Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:59:21.355156Z

Reference resolution

42 of 42 outbound references displayed

verified exact2
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a5d84f6-4ad3-4304-816e-cc37a695b1bf · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:06.338312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f813ef07-0160-47a2-8edf-c5898db0c5ff · outbound

This paper cites write newline.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:06.406298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36901f83-0abe-4012-b0bf-ef9bb13fe147 · outbound

This paper cites GPT-4 Technical Report.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:06.491280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b77158b-5fa5-44d0-8a2a-91a09b0064a6 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:06.565070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4227eea1-a605-46ac-93f7-679a078c2890 · outbound

This paper cites Qwen2.5-VL Technical Report.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Qwen2.5-VL Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:06.631802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8711ec6-1ef3-4288-81a4-fea42d858520 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:13.345730Z

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 d7dc1d99-085d-4c11-b1f5-02e35ec2fce9 · outbound

This paper cites Less is More: Empowering GUI Agent with Context-Aware Simplification.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Less is More: Empowering GUI Agent with Context-Aware Simplification

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:10.955891Z

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 74286f86-a6d0-41ac-ad5d-3631d1e40e28 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:13.108296Z

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 d8de8fec-37aa-4dce-a061-916ff530634f · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:06.969406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16fcd185-e03d-458d-8d2e-e0a406f3d9fd · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:12.909150Z

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 b9019cd6-d586-44bf-9fd8-a4568a2e5b9c · outbound

This paper cites CogAgent: A Visual Language Model for GUI Agents.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement CogAgent: A Visual Language Model for GUI Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.165776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88f7535d-b7b2-48a4-a66b-6ebd0ca0ddde · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:12.631101Z

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 43904c92-60a0-408c-9236-ca1a3d76ce93 · outbound

This paper cites AppAgentX: Evolving GUI Agents as Proficient Smartphone Users.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement AppAgentX: Evolving GUI Agents as Proficient Smartphone Users

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.345422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e137cbe2-cdf8-4496-8889-677551c4c226 · outbound

This paper cites M.; Zhou, K.; Dong, J.; Guo, K.; Li, X.; Chen, Z.; Wang, J.; and Hao, J.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement M.; Zhou, K.; Dong, J.; Guo, K.; Li, X.; Chen, Z.; Wang, J.; and Hao, J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.452342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee45ae0d-264c-4319-bbaf-272c057f9cc8 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.513918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c263e953-33c0-4e90-b723-6e85a4129960 · outbound

This paper cites Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.658396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a69592-bfba-45f5-9d5d-c90d82f0a828 · outbound

This paper cites AutoGLM: Autonomous Foundation Agents for GUIs.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement AutoGLM: Autonomous Foundation Agents for GUIs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.772415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f98479a9-77ea-495b-ad77-1a802dda0d24 · outbound

This paper cites D.; Xie, Z.; Kim, S.; Zhang, R.; Yu, T.; Tanjim, M.; Ahmed, N.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement D.; Xie, Z.; Kim, S.; Zhang, R.; Yu, T.; Tanjim, M.; Ahmed, N

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.876000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1792f5cb-53ee-420f-b2c6-543d20bdedce · outbound

This paper cites LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.948808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9bbc2de-406e-4bde-b383-38876bf6fa16 · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.043920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f32eecba-f1da-4f87-bbf0-e29bfd21f1ed · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.158934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7641098-6dc6-486f-950c-9b5236a68102 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:12.312595Z

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 1458d988-647d-42a7-bc9b-5b4a8852b934 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.356095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0554cf-9cc4-44fe-bd19-841e26962af7 · outbound

This paper cites Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.454471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f2e5e2-607d-4601-8c7c-146a625d575e · outbound

This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.541228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites GUI Agents with Foundation Models: A Comprehensive Survey.

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 70a78b70-6fe6-47aa-9031-0e300c6922c1 · outbound

This paper cites Ponder & Press: Advancing Visual GUI Agent towards General Computer Control.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Ponder & Press: Advancing Visual GUI Agent towards General Computer Control

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.694572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d23bac-0d89-4f33-bbd8-173a552e5fa2 · outbound

This paper cites Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.788089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbcd11b8-af8e-4f95-ad45-a0671341a73d · outbound

This paper cites AutoDroid: LLM-powered Task Automation in Android.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement AutoDroid: LLM-powered Task Automation in Android

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.834364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd673b5-3dae-418d-bfee-f9c5e7ba788a · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:12.069984Z

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 5a7fa0f0-a1a7-4432-ae58-0e19e9b93d66 · outbound

This paper cites OS-ATLAS: A Foundation Action Model for Generalist GUI Agents.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:08.989970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dff24286-e505-4a21-af88-bdcd0dd2cf0b · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:11.850171Z

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 ff4e35bb-e896-4a84-ab7f-91da80ac4f13 · outbound

This paper cites Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:09.184463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ebaa6f-e98e-4fb4-8a86-10863af03af2 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:11.540904Z

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 ccc1c81d-e153-4fea-8971-201308eb5f28 · outbound

This paper cites Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:09.318598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc4b028-383f-4ca9-ac55-c11117dc2231 · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:09.382993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccbe5c3f-0e94-47f7-bc77-146bfcef3ab2 · outbound

This paper cites Aria-UI: Visual Grounding for GUI Instructions.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Aria-UI: Visual Grounding for GUI Instructions

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:09.474223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceaea8e0-e65c-4161-a3c0-32679df6b13a · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement AppAgent: Multimodal Agents as Smartphone Users

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:09.558673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4d2aa5b-c9b7-4795-8e17-f9bb07bcbeab · outbound

This paper cites Chain of Agents: Large Language Models Collaborating on Long-Context Tasks.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Chain of Agents: Large Language Models Collaborating on Long-Context Tasks

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:09.648334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f44a8d2-002a-4e66-9939-22e2f2a85501 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:01:11.259947Z

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 e3a7462a-da3a-4180-a888-d39c9416c1a9 · outbound

This paper cites CHOP: Mobile Operating Assistant with Constrained High-frequency Optimized Subtask Planning.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement CHOP: Mobile Operating Assistant with Constrained High-frequency Optimized Subtask Planning

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:01:10.219216Z

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 8bd7331a-42e3-4f7c-8738-b342251f67bb · outbound

This paper cites A Survey on Efficient Inference for Large Language Models.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement A Survey on Efficient Inference for Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:09.922923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6e68172c-825b-4571-bda5-23e370d9287e · inbound

Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection cites this paper.

Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T23:05:40.177389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e65529-3fe8-4e14-896e-d31aa04adef8 · inbound

Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units cites this paper.

Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T16:18:45.106069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 284629bd-b5ca-495c-bc57-6b43d3600dbf · inbound

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning cites this paper.

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:47.761397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ffbe825-c662-4233-ab8a-b011ab6dcc26 · inbound

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight cites this paper.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.262279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8da65f8-2024-488e-a598-60a1794c5ba5 · inbound

Agent4POI: Agentic Context-Conditioned Affordance Reasoning for Multimodal Point-of-Interest Recommendation cites this paper.

Agent4POI: Agentic Context-Conditioned Affordance Reasoning for Multimodal Point-of-Interest Recommendation Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:37:41.403974Z

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 e1e81224-57bc-463a-8013-9d3858501a94 · inbound

GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning cites this paper.

GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-28T22:52:44.697591Z

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 527632c2-2f2f-4655-b0e1-5b4cc734aa49 · inbound

Uncertainty Decomposition for Clarification Seeking in LLM Agents cites this paper.

Uncertainty Decomposition for Clarification Seeking in LLM Agents Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:59:21.358040Z

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 e69f04fb-0636-4a17-b059-6c0fa7325e7f · inbound

Plover: Steering GUI Agents through Plan-Centric Interaction cites this paper.

Plover: Steering GUI Agents through Plan-Centric Interaction Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T23:57:07.422143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c4578c9-f299-4acc-af42-8d2d0fe3bd2e · inbound

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing cites this paper.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 10

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