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Paper Citation Record · LEDGER

AutoDroid: LLM-powered Task Automation in Android

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2308.15272.

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

pith.paper-citation-record.v1
2308.15272 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 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 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:40:19.927247Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

12
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cf80c0a7-0a0d-40da-9706-93999c4ca1b9 · inbound

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security cites this paper.

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security AutoDroid: LLM-powered Task Automation in Android

Reference 96

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T00:57:26.757473Z

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.

source=pdf_text observed=2026-05-17T00:57:26.303195Z digest=sha256:825a2d6f285cc3bb35fa06da0f3cdb7800087f50ae3e575e157ab15a9ffabce6

Observation feede790-49c5-4d60-8560-df638d65c377 · 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 AutoDroid: LLM-powered Task Automation in Android

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T01:19:32.497484Z

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.

source=pdf_text observed=2026-05-13T01:19:32.406859Z digest=sha256:df4ce0d44c689ebea6039f6b01f585d60c7406e8db8d68adeecc006f5ba5cfd8

Observation 3c6d0164-836b-4372-b161-58fb40a06549 · inbound

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent cites this paper.

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent AutoDroid: LLM-powered Task Automation in Android

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T04:44:46.843936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:44:46.843936Z digest=sha256:1b2c07049910b3112f0e9f4d38bb26ccfa97b0a2bca0c283f9860ff9607b3b56

Observation 494d9c91-ef06-41d6-902a-05f76c21beae · inbound

Beyond Pass or Fail: Multi-Dimensional Benchmarking of Foundation Models for Goal-based Mobile UI Navigation cites this paper.

Beyond Pass or Fail: Multi-Dimensional Benchmarking of Foundation Models for Goal-based Mobile UI Navigation AutoDroid: LLM-powered Task Automation in Android

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T22:05:23.956502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:05:23.956502Z digest=sha256:7b078160c3ec161b3ace86c80d495fe833c69d0c4baf69a17c79682ce60da3cb

Observation de7446b5-4737-4d33-ab09-3badb3eb265f · inbound

InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection cites this paper.

InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection AutoDroid: LLM-powered Task Automation in Android

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T21:33:21.247681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:33:21.247681Z digest=sha256:72a28bdff704a8146156a9e3c62a9ac411f0bb0f556e5884d180ef5134d8e1a4

Observation 5a5c216f-7b23-4012-a152-73e77c6ea35c · 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 AutoDroid: LLM-powered Task Automation in Android

Reference 166

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.341851Z

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.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:74bdd08750eb9bf93307ec755c4281f3aa9bb639ce51a05f7dec94ecf427b2b0

Observation b1e84a7d-f28d-4bef-b15b-8e4a1727a041 · inbound

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners cites this paper.

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners AutoDroid: LLM-powered Task Automation in Android

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-18T13:54:44.190505Z

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.

source=pdf_text observed=2026-05-18T13:54:44.011048Z digest=sha256:c62fe1bb961931299faef06205ca004bad2f3abb70220229152247ad1ed914c4

Observation aebbb4ba-9135-4847-a873-85701f9203a9 · 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 AutoDroid: LLM-powered Task Automation in Android

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T20:40:19.927247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:40:19.927247Z digest=sha256:259d679d82e6b23362c6aa6a14d919892c0b7123b2ea581bcebd29f71888b03f

Observation 4bd8a7ad-5d26-4ad5-b275-472d5b699b16 · inbound

Building a Stable Planner: An Extended Finite State Machine Based Planning Module for Mobile GUI Agent cites this paper.

Building a Stable Planner: An Extended Finite State Machine Based Planning Module for Mobile GUI Agent AutoDroid: LLM-powered Task Automation in Android

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:36.203786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:42:36.203786Z digest=sha256:6586c03581a9a6a065a115c715b88f2d14dcef38ae70880f7984654eab500502

Observation 1650ccd9-9086-40da-a4d0-29568cec049e · inbound

Mobile GUI Agents under Real-world Threats: Are We There Yet? cites this paper.

Mobile GUI Agents under Real-world Threats: Are We There Yet? AutoDroid: LLM-powered Task Automation in Android

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T07:02:07.915885Z

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.

source=pdf_text observed=2026-05-19T06:57:25.257775Z digest=sha256:236e8c25f06f325eae23e8227b50ec3553dc3f554753b91c4ccd6d9259a77602

Observation edf4d0f0-22ff-49cc-b2aa-8bf29ee50888 · inbound

Screen2AX: Vision-Based Approach for Automatic macOS Accessibility Generation cites this paper.

Screen2AX: Vision-Based Approach for Automatic macOS Accessibility Generation AutoDroid: LLM-powered Task Automation in Android

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T15:08:37.899612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:08:37.899612Z digest=sha256:42c55c56573385a2857c0826f238fa3e02ccea7a62c35da8850e7342bb209a7c

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

source=arxiv_source observed=2026-08-06T01:01:08.834364Z digest=sha256:c3d990dafbf2611002949cba947940ea038fec9a8c037b7f143376accf3f4822

Observation 4a0aa0cf-0d4e-499b-9010-2d79e9044076 · inbound

Cybernaut: Towards Reliable Web Automation cites this paper.

Cybernaut: Towards Reliable Web Automation AutoDroid: LLM-powered Task Automation in Android

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T17:45:20.158973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:45:20.158973Z digest=sha256:7ab3bb14c7b330c89106e1a432224fd36d4d0e2ce31406929264e20ed21252c1

Observation cd36673c-e219-4256-9366-947c75f7050f · inbound

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents cites this paper.

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents AutoDroid: LLM-powered Task Automation in Android

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-16T23:01:20.571808Z

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.

source=pdf_text observed=2026-05-16T22:59:16.413568Z digest=sha256:db83d18d689c29f871f5f5e9a160403c9db392b8a31ac0cc994f65074dd13647

Observation ce1506fa-4c4b-4111-a6ce-52ee8122017d · inbound

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents cites this paper.

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents AutoDroid: LLM-powered Task Automation in Android

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-03T16:38:35.971138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:38:35.971138Z digest=sha256:557d7f6ff93e2e0cc57ff69fcbb1f95bb0bd46cb48ad6b8a56e14914f8bd90b7

Observation bd3980c0-4bb1-4646-a743-d05769c0bab0 · 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 AutoDroid: LLM-powered Task Automation in Android

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T23:43:05.587828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:43:05.587828Z digest=sha256:45a05fd19e1913dba93d44fae2aa97baabb3020a2669cfde8a3f34db6bb998f6

Observation 3e82fbd5-c2da-4a01-8769-3cc97612db64 · inbound

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

ClawMobile: Rethinking Smartphone-Native Agentic Systems AutoDroid: LLM-powered Task Automation in Android

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:21:30.854527Z

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.

source=pdf_text observed=2026-05-15T19:20:36.580925Z digest=sha256:31922558e4963a833d6ccc19be5281e61f9715ff5041c915c029906012bed3ef

Observation bca32ee2-7450-49cb-9bdc-8972646759d4 · inbound

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis cites this paper.

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis AutoDroid: LLM-powered Task Automation in Android

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T11:04:37.765027Z

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.

source=pdf_text observed=2026-06-30T10:57:59.013811Z digest=sha256:17b59b6e35235103ab955b7cbd67f7d20f8901ba85de6f7256782cd3a2b63539

Observation 67aad04c-7e9b-489a-8603-14c1a47c4f96 · inbound

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

AppAgent-Claw: CLI Is All You Need for GUI Automation AutoDroid: LLM-powered Task Automation in Android

Reference 9

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:406d41a9da2431f40996102665e270e1fe9561399ed4e4c7f9cf87f47acadd74

Observation 62e69a25-5de6-4379-a507-7bac69b372f8 · inbound

A Comprehensive Study of Implementation Bugs in Multi-modal Agents cites this paper.

A Comprehensive Study of Implementation Bugs in Multi-modal Agents AutoDroid: LLM-powered Task Automation in Android

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-11T10:41:33.954036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T10:41:33.954036Z digest=sha256:16c0e677ec8bf21d21d36d6098f244056f5bcf08ea5a120b66d9634de3616ad3