Paper Citation Record · LEDGER

MobiAgent: A Systematic Framework for Customizable Mobile Agents

As of 13 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 8 inbound Pith citation observations for arXiv:2509.00531.

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

pith.paper-citation-record.v1
2509.00531 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:35:02.177662Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:55:00.947521Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 549384d4-1c2c-451d-bbf2-3c31bff5ad46 · outbound

This paper cites Qwen2.5-VL Technical Report.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:58.389741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee1fc99-6acd-44ee-ad78-09618de78107 · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:58.472317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 889861c3-ee6d-46d3-a02f-6aedd2b11a7a · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:35:05.280285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e5ce4f49-ce48-483a-846e-e2ed9c684362 · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:58.698609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06c718bf-a691-4b05-b1e8-54bfdf7352ce · outbound

This paper cites SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents.

MobiAgent: A Systematic Framework for Customizable Mobile Agents SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:58.803683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af5c258c-12db-4046-9a0b-41756ddf2f45 · outbound

This paper cites Get Experience from Practice: LLM Agents with Record & Replay.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Get Experience from Practice: LLM Agents with Record & Replay

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:58.922731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74984e0e-5e43-4517-b5d2-78349cd13eef · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:35:05.046177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cfb21dc0-686c-449f-bb60-ba75a41225ff · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:35:04.794015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 53f5d935-f023-46a5-bcf6-8b3253ebc4f4 · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:35:04.573461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e1370461-e0fe-4559-a57f-6dfac64a461d · outbound

This paper cites OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web.

MobiAgent: A Systematic Framework for Customizable Mobile Agents OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:59.451675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 972cb6a6-6004-45ef-88b1-ff9d1ffe3d77 · outbound

This paper cites Benchmarking Mobile Device Control Agents across Diverse Configurations.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Benchmarking Mobile Device Control Agents across Diverse Configurations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:59.563336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2c6bdac-4f26-4d1f-9329-b041e8a202e6 · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:35:03.221823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0259da94-e3e6-4ccc-8b98-1f3a9ea66f5d · outbound

This paper cites ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use.

MobiAgent: A Systematic Framework for Customizable Mobile Agents ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:59.891182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85afe11d-37f1-4474-be5d-8bf45272df2d · outbound

This paper cites On the Effects of Data Scale on UI Control Agents.

MobiAgent: A Systematic Framework for Customizable Mobile Agents On the Effects of Data Scale on UI Control Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:00.010750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93935eb-d7b6-4d83-823a-06fb7832e71c · outbound

This paper cites ShowUI: One Vision-Language-Action Model for GUI Visual Agent.

MobiAgent: A Systematic Framework for Customizable Mobile Agents ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:00.146538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05441a17-510a-408e-8735-4a4a6783e7c7 · outbound

This paper cites GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices.

MobiAgent: A Systematic Framework for Customizable Mobile Agents GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:00.280986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b8c3ce-b3bc-4c6c-8f61-be7bcaf749a7 · outbound

This paper cites OmniParser for Pure Vision Based GUI Agent.

MobiAgent: A Systematic Framework for Customizable Mobile Agents OmniParser for Pure Vision Based GUI Agent

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:00.397126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2769972-bbb8-46ea-a75e-658475fb2e8d · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:35:04.403999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 638fd876-83d9-446a-a0e4-ea9c8577299f · outbound

This paper cites Autonomous Evaluation and Refinement of Digital Agents.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Autonomous Evaluation and Refinement of Digital Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:00.626291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dab7d8a-9ce6-4f42-a736-227593d55886 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

MobiAgent: A Systematic Framework for Customizable Mobile Agents UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:00.714917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cbfd3b0-51f1-46c3-84b5-29ed95832c28 · outbound

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

MobiAgent: A Systematic Framework for Customizable Mobile Agents AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:00.772363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75dba4c5-dbf0-46b0-93c0-98d20ea9d472 · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:35:04.220114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 790a9b3e-6617-4b36-89a4-1ffe3b0c57fd · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

MobiAgent: A Systematic Framework for Customizable Mobile Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:01.001759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66e1c618-0277-4601-b690-a219ff1d0840 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Representation Learning with Contrastive Predictive Coding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:01.106241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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 5daecaeb-288c-473b-b447-ad195dac01f1 · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 26

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:35:02.642869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 18b7013f-a8c8-40e9-a45e-1fa3c212b469 · outbound

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

MobiAgent: A Systematic Framework for Customizable Mobile Agents OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:01.372714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eac952f9-f621-428c-a1d3-1ce539193e62 · outbound

This paper cites Understanding the Weakness of Large Language Model Agents within a Complex Android Environment.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Understanding the Weakness of Large Language Model Agents within a Complex Android Environment

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:01.440138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc426a6d-6103-4fa3-b439-0fb67df53736 · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:35:03.997026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 50f81c99-0f1d-41e2-b913-d78a165c9757 · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users.

MobiAgent: A Systematic Framework for Customizable Mobile Agents AppAgent: Multimodal Agents as Smartphone Users

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:01.673632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c6aea68-c16c-4c5f-a71c-86a60b066b26 · outbound

This paper cites Mobile-Env: Building Qualified Evaluation Benchmarks for LLM-GUI Interaction.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Mobile-Env: Building Qualified Evaluation Benchmarks for LLM-GUI Interaction

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:01.821681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01dbef53-f3cc-4bd7-9438-3f90810d30e6 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:01.925890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5317a948-566d-4fd4-b331-61fd27ce78f5 · outbound

This paper cites You Only Look at Screens: Multimodal Chain-of-Action Agents.

MobiAgent: A Systematic Framework for Customizable Mobile Agents You Only Look at Screens: Multimodal Chain-of-Action Agents

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T13:35:02.035905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e130a60c-0cf9-4348-b986-969d2728e07e · outbound

This paper cites an unresolved cited work.

MobiAgent: A Systematic Framework for Customizable Mobile Agents Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:35:03.713510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 56f30723-c351-4607-9e16-bbe77c31f994 · outbound

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

MobiAgent: A Systematic Framework for Customizable Mobile Agents CogAgent: A Visual Language Model for GUI Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T13:34:59.368315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8c827a96-1b63-4014-88c4-53336083fe19 · inbound

Mind the Gap: Action Rebinding Attacks against Android GUI Agents cites this paper.

Mind the Gap: Action Rebinding Attacks against Android GUI Agents MobiAgent: A Systematic Framework for Customizable Mobile Agents

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T09:55:00.947521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d23b0b8-73db-490d-87ea-45597946ed33 · inbound

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation cites this paper.

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation MobiAgent: A Systematic Framework for Customizable Mobile Agents

Reference 75

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T14:25:55.507254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a2e505c7-c3ca-4590-a9ce-b8f424864834 · inbound

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation cites this paper.

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation MobiAgent: A Systematic Framework for Customizable Mobile Agents

Reference 75

Resolution: unresolved; no resolver link, observed 2026-07-15T12:17:47.123519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5222e103-04fa-48b8-8aa6-70962c2779b1 · inbound

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

EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices MobiAgent: A Systematic Framework for Customizable Mobile Agents

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-10T17:05:37.446236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation defc18ef-ca10-4fa8-a8b7-7be00f3db9ee · inbound

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

SE-GA: Memory-Augmented Self-Evolution for GUI Agents MobiAgent: A Systematic Framework for Customizable Mobile Agents

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T20:42:46.378965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0f47e34e-3f8e-432c-ba66-8ab9644e9ffa · inbound

DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback cites this paper.

DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback MobiAgent: A Systematic Framework for Customizable Mobile Agents

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:45:57.242555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d00f6c98-b9ad-46ea-be3c-3f4ff8b60d80 · inbound

DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback cites this paper.

DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback MobiAgent: A Systematic Framework for Customizable Mobile Agents

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:24:57.072797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 891737a6-4862-4637-9380-b649127ccb57 · inbound

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation cites this paper.

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation MobiAgent: A Systematic Framework for Customizable Mobile Agents

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-07-04T11:39:46.602788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.