Paper Citation Record · LEDGER

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 39 inbound Pith citation observations for arXiv:2406.01014.

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

pith.paper-citation-record.v1
2406.01014 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 39 of 39 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:03:32.383275Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:59:46.546874Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1b044017-17d5-4482-aef2-33eb6034e929 · inbound

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models cites this paper.

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 249

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:20:36.518948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9e09003c-6601-4495-8f82-bba72e659e70 · inbound

o1-Coder: an o1 Replication for Coding cites this paper.

o1-Coder: an o1 Replication for Coding Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:29.057147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a2d68bc-ffaa-4e09-85bc-7b86e945ce06 · inbound

AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation cites this paper.

AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T05:06:49.405029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb509744-ccac-4a8d-bbdb-bcdb7c4a5965 · inbound

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

Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T17:59:04.820842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27b01f1a-5bc3-4131-99f1-6efb3355b439 · inbound

AppVLM: A Lightweight Vision Language Model for Online App Control cites this paper.

AppVLM: A Lightweight Vision Language Model for Online App Control Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.563322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1714e1d0-0ebe-486d-b41a-dd195adf7fa1 · inbound

LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark cites this paper.

LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T12:03:32.383275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a457825f-1bcb-46c0-8b9e-3bea59375ca5 · inbound

Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation cites this paper.

Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:15:54.232832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1072ebd3-9b6c-4888-969a-2f2163be070a · inbound

Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability cites this paper.

Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T10:08:58.433412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0643005b-51fd-41f7-8796-ca010f13b18e · 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-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-22T17:05:00.462166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 407fa7bf-698d-40e0-8961-c5ed2433c1e8 · inbound

Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning cites this paper.

Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:40:19.921332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a23c9e3-87af-4814-b621-f950a0e0c3fe · inbound

From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents cites this paper.

From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:28:15.574068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa76509-20fc-406f-b033-d15fc5df4af6 · inbound

HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems cites this paper.

HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:13.504153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f139aedc-e97b-4836-aaf0-93761aba8885 · 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 Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:16.884544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b041b65-a4bc-40c0-8a83-e3ca02e3c85f · inbound

Aggregated Structural Representation with Large Language Models for Human-Centric Layout Generation cites this paper.

Aggregated Structural Representation with Large Language Models for Human-Centric Layout Generation Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:07.614629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1316b3-e451-4395-ae3c-764650b0e91a · inbound

UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents cites this paper.

UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:34:15.163897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 149c1d36-29e9-4477-9dd0-f1345bbf87dc · inbound

MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments cites this paper.

MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:42:32.948785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af324b9c-961d-468b-9eed-e76b8c429c01 · 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-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:04:04.037198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e29149b-df8d-4695-837d-e73c8eff380e · 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-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:35:39.216881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35bcac42-8a6e-4bc6-88d8-993b485289d7 · inbound

Topology-Aware Virtualization over Inter-Core Connected Neural Processing Units cites this paper.

Topology-Aware Virtualization over Inter-Core Connected Neural Processing Units Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:18.999706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 336fa2fc-e533-4114-a8a4-0d5971d30030 · inbound

Beyond Syntax: Action Semantics Learning for App Agents cites this paper.

Beyond Syntax: Action Semantics Learning for App Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:32:08.753491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 86d15cec-0210-4f1e-9ba0-9025c961c7a3 · inbound

Learning, Reasoning, Refinement: A Framework for Kahneman's Dual-System Intelligence in GUI Agents cites this paper.

Learning, Reasoning, Refinement: A Framework for Kahneman's Dual-System Intelligence in GUI Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T19:05:16.134456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a27e79-10a0-4a6b-925b-ba70452b0bf2 · inbound

Deep Research Agents: A Systematic Examination And Roadmap cites this paper.

Deep Research Agents: A Systematic Examination And Roadmap Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 113

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:56.922650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d939a86-638d-44dc-b490-5368d0ed6501 · 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-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:06.769403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c168babd-f642-4501-9835-b8e7e38567d4 · inbound

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents cites this paper.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.196423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d18a3bc0-e1aa-453f-a6e6-541d6e4d6853 · inbound

MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection cites this paper.

MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T18:56:56.933352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b3e7ee-6817-49d3-a851-1a216451fada · inbound

StarDojo: Benchmarking Open-Ended Behaviors of Agentic Multimodal LLMs in Production-Living Simulations with Stardew Valley cites this paper.

StarDojo: Benchmarking Open-Ended Behaviors of Agentic Multimodal LLMs in Production-Living Simulations with Stardew Valley Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T18:43:24.621805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d92d75d9-fc97-4f53-a7ef-dc90178d2113 · inbound

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

GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T15:29:14.207149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0815684c-d1bd-4bde-9527-58a81193f935 · inbound

OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? cites this paper.

OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T18:05:09.390202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0554cf-9cc4-44fe-bd19-841e26962af7 · 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-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 c70148c6-c264-4106-b6bf-dfac8b2774aa · 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-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T21:16:59.825794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6363ce44-3812-4538-804d-e7dee31b4d4e · inbound

MobiAgent: A Systematic Framework for Customizable Mobile Agents cites this paper.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:01.215321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611f3935-c32f-4ebe-b461-c941d1d48712 · inbound

MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents cites this paper.

MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:42:48.173055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d694a53f-ad49-4df0-8eb7-55532aa4a6c4 · inbound

Graph-Enhanced Policy Optimization in LLM Agent Training cites this paper.

Graph-Enhanced Policy Optimization in LLM Agent Training Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T07:17:44.654178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a06a079-88c7-4365-9141-cedc42cfee0c · inbound

ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild cites this paper.

ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:41:24.021054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 18bd6da1-dcea-4eb4-85b0-8b4251220fc2 · inbound

From Exploration to Specification: LLM-Based Property Generation for Mobile App Testing cites this paper.

From Exploration to Specification: LLM-Based Property Generation for Mobile App Testing Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:10:29.222482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a13097bb-ee58-4ebf-bf98-bf2d61a19b85 · inbound

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding cites this paper.

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T14:10:28.913755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cece0c28-8cdc-49a5-8ead-00dad5e9a93b · inbound

ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents cites this paper.

ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-13T03:52:12.349941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 93c256e4-76d8-42d9-9055-5c92efbbd365 · inbound

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

PhoneBuddy: Training Open Models for Agentic Phone Use Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:59:46.548290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b63d850a-e36f-4566-9814-a9f24e8877ea · inbound

Software Engineering for and with GUI Agent cites this paper.

Software Engineering for and with GUI Agent Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Reference 229

Resolution: unresolved; no resolver link, observed 2026-08-11T20:19:15.834570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.