Paper Citation Record · LEDGER

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

As of 7 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 72 inbound Pith citation observations for arXiv:2401.16158.

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

pith.paper-citation-record.v1
2401.16158 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T00:19:27.965902Z

measured 85 of 85 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 72 of 72 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:25:59.323535Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

13 of 13 outbound references displayed

verified exact13
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

13
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation c3ec6a90-3617-4416-b2b4-28555437dc30 · outbound

This paper cites ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:27.982450Z

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 4551d6f1-484e-4765-93ef-421d89265ce4 · outbound

This paper cites ControlLLM: Augment Language Models with Tools by Searching on Graphs.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception ControlLLM: Augment Language Models with Tools by Searching on Graphs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:27.987617Z

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 cb41746b-bf36-4cc3-98f8-808cc13902aa · outbound

This paper cites Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-17T00:19:27.991850Z

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 ae6ec38b-8fb3-4a98-a6e2-5d7f5006e8a8 · outbound

This paper cites GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:27.996686Z

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 15909591-c97c-47da-a11f-4893841197c3 · outbound

This paper cites MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-17T00:19:28.000908Z

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 614d9264-04d0-4bb6-bcd6-39ed055b273a · outbound

This paper cites Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.005343Z

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 29f21e54-a2f2-4286-9570-f57881e28d40 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-17T00:19:28.009730Z

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 e94ebfd3-da23-4b49-a675-fa78cc70900e · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception Improved Baselines with Visual Instruction Tuning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-17T00:19:28.015193Z

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 74aa7ba5-e508-4027-8609-6a373889c352 · outbound

This paper cites mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:18:51.946750Z

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 75b31be1-6db3-41b0-bb1b-15da1e94e251 · outbound

This paper cites VILA: On Pre-training for Visual Language Models.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception VILA: On Pre-training for Visual Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.026823Z

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 c2daecfc-1d24-4026-93b1-3131c8310ecc · outbound

This paper cites GPT-4V(ision) is a Generalist Web Agent, if Grounded.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-17T00:19:28.032867Z

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 17fbae21-1e4b-40f7-abdb-94bc74534986 · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception AppAgent: Multimodal Agents as Smartphone Users

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-17T10:16:44.196372Z

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 5da45b0a-14ec-496c-a5fd-5ba88ef75e19 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-17T00:19:28.046409Z

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.

Pith citing papers

Observation 1c41c23a-d92d-4ab8-a120-cac3f0e60582 · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 7d4aba06-231e-4667-bfdf-ddc9ca440267 · inbound

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments cites this paper.

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 5c0696ba-0ff7-4b92-8cc3-581b37ecd5fe · inbound

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

Large Language Model-Brained GUI Agents: A Survey Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 161

Resolution: verified exact; local_arxiv, observed 2026-05-19T11:08:27.689984Z

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 4db408ad-55f8-4e4b-8bd0-8511a594a28c · 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 Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 160

Resolution: verified exact; local_arxiv, observed 2026-05-23T05:02:35.054153Z

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 5631c964-a8b3-4c14-b463-a11c4f16069a · inbound

Growing a Multi-head Twig via Distillation and Reinforcement Learning to Accelerate Large Vision-Language Models cites this paper.

Growing a Multi-head Twig via Distillation and Reinforcement Learning to Accelerate Large Vision-Language Models Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-05-23T00:02:17.790289Z

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 c58ce49b-32af-4047-a0e3-6da1241d37c7 · inbound

DroidRetriever: A Transparent and Steerable Automation System for Collaborative Mobile Information Seeking cites this paper.

DroidRetriever: A Transparent and Steerable Automation System for Collaborative Mobile Information Seeking Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-05-22T17:05:00.430089Z

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 f117333c-5809-45c1-abb6-953775bc1836 · inbound

GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior cites this paper.

GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:25:59.323535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bfccc72-5761-4723-b966-e18f30e0e118 · 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 Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:04:03.960768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70151fe8-aec0-4c69-9510-0a5bc0664328 · inbound

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

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:35:39.220141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d2c4f0d-959e-4331-a295-bbc88e9a4af5 · inbound

Poison Once, Control Anywhere: Clean-Text Visual Backdoors in VLM-based Mobile Agents cites this paper.

Poison Once, Control Anywhere: Clean-Text Visual Backdoors in VLM-based Mobile Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.507084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78655fa3-c978-4664-9bb3-ab5d8c86b4a9 · inbound

Chain-of-Memory: Enhancing GUI Agents for Cross-Application Navigation cites this paper.

Chain-of-Memory: Enhancing GUI Agents for Cross-Application Navigation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:06.913748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 536928f8-91b1-4550-a6f9-b780b3e9b841 · inbound

DPMT: Dual Process Multi-scale Theory of Mind Framework for Real-time Human-AI Collaboration cites this paper.

DPMT: Dual Process Multi-scale Theory of Mind Framework for Real-time Human-AI Collaboration Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:32.475224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ceb45ec-ccfd-4012-afa0-18dc18fce2a2 · inbound

GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding cites this paper.

GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:29:14.284181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a6cd0e4-ebae-4d9d-af43-8ab4ce52e135 · inbound

Agentic Web: Weaving the Next Web with AI Agents cites this paper.

Agentic Web: Weaving the Next Web with AI Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 220

Resolution: unresolved; no resolver link, observed 2026-08-06T13:05:40.153028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f2e5e2-607d-4601-8c7c-146a625d575e · 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 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 3b89a457-da30-46f4-94b9-83cadad811f7 · inbound

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception cites this paper.

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T21:16:59.903780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad84417d-9913-41a0-be97-b0666d3bda06 · inbound

Blockchain Network Analysis using Quantum Inspired Graph Neural Networks & Ensemble Models cites this paper.

Blockchain Network Analysis using Quantum Inspired Graph Neural Networks & Ensemble Models Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T21:22:37.876143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1f88e07-71b6-4755-bb20-dae9dc0f522d · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 266

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:09.489417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd8ca3fc-ebf4-461a-ac30-8453003197e1 · inbound

Cybernaut: Towards Reliable Web Automation cites this paper.

Cybernaut: Towards Reliable Web Automation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.656231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f217333d-366b-48a1-88ae-e18f99ec0bff · inbound

IndusGCC: A Data Benchmark and Evaluation Framework for GUI-Based General Computer Control in Industrial Automation cites this paper.

IndusGCC: A Data Benchmark and Evaluation Framework for GUI-Based General Computer Control in Industrial Automation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T12:49:38.454668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 893ea7e0-223a-4eb8-88ae-7e2c013efb31 · inbound

Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels cites this paper.

Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T07:06:38.110838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84c6474e-f102-42f1-9cd7-b00ee6f97686 · inbound

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding cites this paper.

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T00:30:24.934146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39d4e76-7818-4801-b1f4-4a01bff336a8 · inbound

UMDAM: A Unified Data Layout and DRAM Address Mapping for Heterogenous NPU-PIM cites this paper.

UMDAM: A Unified Data Layout and DRAM Address Mapping for Heterogenous NPU-PIM Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-21T20:34:20.892221Z

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 c233dcda-2429-4805-9142-d092f3a0e0c6 · inbound

AgentProg: Empowering Long-Horizon GUI Agents with Program-Guided Context Management cites this paper.

AgentProg: Empowering Long-Horizon GUI Agents with Program-Guided Context Management Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 96ae1b42-36f5-4bb3-879f-eb59278028ce · inbound

FuncDroid: Towards Inter-Functional Flows for Comprehensive Mobile App GUI Testing cites this paper.

FuncDroid: Towards Inter-Functional Flows for Comprehensive Mobile App GUI Testing Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T23:43:05.402748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec18f91-b771-4a27-b84c-c959bf15ee1f · inbound

ClawMobile: Rethinking Smartphone-Native Agentic Systems cites this paper.

ClawMobile: Rethinking Smartphone-Native Agentic Systems Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 da33ea12-6a60-47b3-8520-8ccbe382b2cd · 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 Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 ee37efc9-37ee-40ec-8436-b9d16cf0f95f · inbound

VisionClaw: Always-On AI Agents through Smart Glasses cites this paper.

VisionClaw: Always-On AI Agents through Smart Glasses Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 6ee5fb3b-9457-4d71-9df0-3ac142f70ff8 · inbound

E-VLA: Event-Augmented Vision-Language-Action Model for Dark and Blurred Scenes cites this paper.

E-VLA: Event-Augmented Vision-Language-Action Model for Dark and Blurred Scenes Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-13T09:40:35.631188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e90b45a-e8b3-4e31-bc22-8b55edd1fdf2 · inbound

Less Detail, Better Answers: Degradation-Driven Prompting for VQA cites this paper.

Less Detail, Better Answers: Degradation-Driven Prompting for VQA Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 0677d89b-3085-49c8-a6c1-2dfe3f318d7e · inbound

EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices cites this paper.

EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 105422fd-a65f-48c5-94ae-e84eca2395db · inbound

Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization cites this paper.

Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 b12f5b50-8765-49a4-9a8d-ce9c8e3af6e2 · inbound

SkillDroid: Compile Once, Reuse Forever cites this paper.

SkillDroid: Compile Once, Reuse Forever Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 f679806f-23fc-410d-9c71-233798099784 · inbound

Do LLMs Need to See Everything? A Benchmark and Study of Failures in LLM-driven Smartphone Automation using Screentext vs. Screenshots cites this paper.

Do LLMs Need to See Everything? A Benchmark and Study of Failures in LLM-driven Smartphone Automation using Screentext vs. Screenshots Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 5d667334-3e0a-455a-98ed-d9c2b3dbed99 · inbound

AgenTEE: Confidential LLM Agent Execution on Edge Devices cites this paper.

AgenTEE: Confidential LLM Agent Execution on Edge Devices Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 2a7d102a-a558-423a-a9bb-db15cac52b0f · inbound

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation cites this paper.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 a65dc370-c638-46eb-acad-99f3b1a63aa1 · inbound

Beyond Screenshots: Evaluating VLMs' Understanding of UI Animations cites this paper.

Beyond Screenshots: Evaluating VLMs' Understanding of UI Animations Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 2735c3aa-902b-4295-8f0e-29dec02f394a · inbound

X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction cites this paper.

X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 84363691-0492-4e4f-bf2a-a5928362c017 · inbound

X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction cites this paper.

X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-22T09:51:21.728174Z

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 9a7a06c4-3c97-4265-bda6-3ff10330323b · 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 Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 1d9a405b-0a0e-4cb9-8ad0-d84a8c355a75 · inbound

Through the Lens of Character: Resolving Modality-Role Interference in Multimodal Role-Playing Agent cites this paper.

Through the Lens of Character: Resolving Modality-Role Interference in Multimodal Role-Playing Agent Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 55b40fe5-2e67-49d1-b882-a5e6646d083e · inbound

How Mobile World Model Guides GUI Agents? cites this paper.

How Mobile World Model Guides GUI Agents? Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:19:28.048419Z

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 87a69956-4b7e-4552-802f-b40bb986a1ed · inbound

How Mobile World Model Guides GUI Agents? cites this paper.

How Mobile World Model Guides GUI Agents? Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-25T06:05:26.674190Z

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 5dc51e9b-9f2a-4485-b483-35f1c702aeb5 · inbound

ICRL: Learning to Internalize Self-Critique with Reinforcement Learning cites this paper.

ICRL: Learning to Internalize Self-Critique with Reinforcement Learning Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T18:02:42.392144Z

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 1e259459-eee6-44b0-a925-f0362b1379ea · inbound

DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding cites this paper.

DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-19T14:27:24.206105Z

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 7af95b5a-20bc-4492-a695-fc763352d39d · inbound

WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments cites this paper.

WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-20T22:19:07.610874Z

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 e95c925f-b3d7-4dd7-89b0-c58bae2563bc · inbound

SE-GA: Memory-Augmented Self-Evolution for GUI Agents cites this paper.

SE-GA: Memory-Augmented Self-Evolution for GUI Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-19T20:42:46.393092Z

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 87b36c38-fb93-4eea-98d4-0c66f8e98e3d · inbound

Beyond Scaling: Agents Are Heading to the Edge cites this paper.

Beyond Scaling: Agents Are Heading to the Edge Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-05-20T11:53:14.928467Z

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 3e9552e7-66d6-4a29-9e07-0d4e98c4faff · inbound

AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees cites this paper.

AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-20T06:23:05.518192Z

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 7ed47fcd-fe98-4e01-a099-8539d00638e0 · inbound

SCOPE: Real-Time Natural Language Camera Agent at the Edge cites this paper.

SCOPE: Real-Time Natural Language Camera Agent at the Edge Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-28T14:32:18.539138Z

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 6815e590-f6ad-48c4-b9b6-3a8b45d7ed12 · inbound

Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents cites this paper.

Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T03:26:28.891778Z

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 14251431-9f45-49a2-9e70-924553be491b · inbound

MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models cites this paper.

MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-02T08:06:48.318407Z

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 13242446-c093-49f9-850e-d19d53fe9cac · inbound

Benchmarking Living-Screen-Native GUI Agents on Short-Video Platforms cites this paper.

Benchmarking Living-Screen-Native GUI Agents on Short-Video Platforms Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T06:36:44.126268Z

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 81d0a661-9d2c-43df-bcbc-ea802a84ca9b · inbound

AppAgent-Claw: CLI Is All You Need for GUI Automation cites this paper.

AppAgent-Claw: CLI Is All You Need for GUI Automation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T20:25:22.219346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 435b9a5a-a0f0-486c-b535-5ecca914db45 · inbound

SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks cites this paper.

SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-07-03T01:27:30.628006Z

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 dcea54bb-00ee-46b4-b8b9-23d8c68cf039 · inbound

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

GUI-AC: Enhancing Continual Learning in GUI Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-07-03T04:27:36.614466Z

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 0e2faaa1-5a42-458e-8653-5ca0cc6d9823 · inbound

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

GUI-AC: Enhancing Continual Learning in GUI Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 31

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 3079e832-34b4-4472-b8aa-f3743e308d3c · inbound

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning cites this paper.

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T10:48:03.180078Z

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 2b096cd2-9528-4d3c-9197-13aca52d97ad · inbound

CAPED: Context-Aware Privacy Exposure Defense for Mobile GUI Agents cites this paper.

CAPED: Context-Aware Privacy Exposure Defense for Mobile GUI Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-03T12:28:07.419714Z

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 b4f62c91-f46f-43ff-92f0-66bb39e68c5b · inbound

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks cites this paper.

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:48:56.535243Z

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 d019e385-d419-4e17-852d-2e3486e41e30 · inbound

PhoneBuddy: Training Open Models for Agentic Phone Use cites this paper.

PhoneBuddy: Training Open Models for Agentic Phone Use Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:59:46.529434Z

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 18e48f09-ee35-4dda-bc3d-e9252180aabc · inbound

VisCritic: Visual State Comparison as Process Reward for GUI Agents cites this paper.

VisCritic: Visual State Comparison as Process Reward for GUI Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T16:09:57.365600Z

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 42bfef86-ec5f-4880-ab71-ef83a0226599 · inbound

GUI agent: Guided Exploration of User-Sensitive Screens cites this paper.

GUI agent: Guided Exploration of User-Sensitive Screens Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-04T20:10:08.743859Z

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 979446c6-c92f-42fd-b2d8-4ce6f4c920ac · inbound

Xiaomi-GUI-0 Technical Report cites this paper.

Xiaomi-GUI-0 Technical Report Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-07-01T09:55:40.266227Z

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 4aca7c90-a786-48ff-b25f-650d54f2dc05 · inbound

Xiaomi-GUI-0 Technical Report cites this paper.

Xiaomi-GUI-0 Technical Report Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-07-02T19:47:19.028792Z

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 2943cc48-dc51-4984-a00d-2aef1d33a3f0 · inbound

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States cites this paper.

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 109

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T10:35:41.229703Z

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 ec55ea18-d81d-4030-a47f-012344342d90 · inbound

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States cites this paper.

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 109

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T22:08:58.664846Z

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 737393b5-e325-44b8-bce4-13031f226903 · inbound

HyMobileAgent: Data-Environment Co-Scaling for Efficient GUI Agents cites this paper.

HyMobileAgent: Data-Environment Co-Scaling for Efficient GUI Agents Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T01:50:32.969373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fcbfbfd-5493-46fa-862f-9892dde40148 · inbound

RT-SHCUA: Real-Time Self-Hosted Computer-Use Agent for UAV Control cites this paper.

RT-SHCUA: Real-Time Self-Hosted Computer-Use Agent for UAV Control Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T16:35:16.725999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec95727f-7010-43a1-8e73-51ddebd2699a · 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 Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 166

Resolution: unresolved; no resolver link, observed 2026-07-31T14:04:46.279676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86e3d66-3dc1-408a-9513-d7e851e16f53 · inbound

Looks Right, Works Right: A Project-Level Benchmark for Multi-Screen Mobile App Generation cites this paper.

Looks Right, Works Right: A Project-Level Benchmark for Multi-Screen Mobile App Generation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:50.481883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a898618e-ccb8-4740-a25c-09a3e691e557 · inbound

Alignment Is Local: A Paired Diagnostic for GUI Agents under User-Side Persuasion cites this paper.

Alignment Is Local: A Paired Diagnostic for GUI Agents under User-Side Persuasion Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T11:50:48.258279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.