Paper Citation Record · LEDGER

AppVLM: A Lightweight Vision Language Model for Online App Control

As of 18 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 5 inbound Pith citation observations for arXiv:2502.06395.

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

pith.paper-citation-record.v1
2502.06395 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:37:54.570747Z

measured 26 of 26 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:19:15.564153Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T12:28:07.426391Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy1
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6ed1e4c6-d607-41d1-8886-8b337aed2a91 · outbound

This paper cites DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.

AppVLM: A Lightweight Vision Language Model for Online App Control DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.519563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd851a6e-a6c1-4d45-b8e3-856189ad2989 · outbound

This paper cites Lightweight Neural App Control.

AppVLM: A Lightweight Vision Language Model for Online App Control Lightweight Neural App Control

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.528185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a221bfc-1f01-4ac3-a7d4-1639a28e47bb · outbound

This paper cites The Llama 3 Herd of Models.

AppVLM: A Lightweight Vision Language Model for Online App Control The Llama 3 Herd of Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.531018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b6ada51-3de3-46ec-93dc-e2bb158981d8 · outbound

This paper cites Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.

AppVLM: A Lightweight Vision Language Model for Online App Control Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.533475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0ea285d-3614-4e41-b031-9782d3c546f9 · outbound

This paper cites Reinforced Self-Training (ReST) for Language Modeling.

AppVLM: A Lightweight Vision Language Model for Online App Control Reinforced Self-Training (ReST) for Language Modeling

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.536153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a64e8fb3-0ca0-48fc-8015-5bcd6affba91 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

AppVLM: A Lightweight Vision Language Model for Online App Control LoRA: Low-Rank Adaptation of Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.539177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f24303b7-8340-460d-a445-784b53837d84 · outbound

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

AppVLM: A Lightweight Vision Language Model for Online App Control On the Effects of Data Scale on UI Control Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.541542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32d2670d-d139-48f4-ba6d-7df492d0e00c · outbound

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

AppVLM: A Lightweight Vision Language Model for Online App Control InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.543920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 360c5b06-550d-4edd-a146-71873d76509d · outbound

This paper cites VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training.

AppVLM: A Lightweight Vision Language Model for Online App Control VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.551325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9820037-d614-4ddf-8003-194d051f96d0 · outbound

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

AppVLM: A Lightweight Vision Language Model for Online App Control AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.556214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76720d38-d55a-48d9-ba04-617a07e69271 · outbound

This paper cites MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot.

AppVLM: A Lightweight Vision Language Model for Online App Control MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.558584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b9f935c-9470-414e-8a55-ea3d691166ed · outbound

This paper cites AndroidEnv: A Reinforcement Learning Platform for Android.

AppVLM: A Lightweight Vision Language Model for Online App Control AndroidEnv: A Reinforcement Learning Platform for Android

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.560958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf42c5c-bae7-4caf-92cc-2a8266cf0e92 · outbound

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

AppVLM: A Lightweight Vision Language Model for Online App Control Ponder & Press: Advancing Visual GUI Agent towards General Computer Control

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.565635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13fe7a9f-f2f4-4f23-9e93-bc7b17880995 · outbound

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

AppVLM: A Lightweight Vision Language Model for Online App Control GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.570747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab341d0-e979-4a63-ac26-f5c18a6f95e7 · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users.

AppVLM: A Lightweight Vision Language Model for Online App Control AppAgent: Multimodal Agents as Smartphone Users

Reference 1992

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.568144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d18d76-1f97-429d-9bc1-b14c880830b6 · outbound

This paper cites CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation.

AppVLM: A Lightweight Vision Language Model for Online App Control CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.548756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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 e63cf0bd-b02b-400d-a4f1-cdc5d3c93ae9 · outbound

This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.

AppVLM: A Lightweight Vision Language Model for Online App Control Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.553747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05f1e6f-53b3-4ac6-bffa-15d336ba23ce · outbound

This paper cites Spa-bench: A comprehensive benchmark for smartphone agent evalu- ation.

AppVLM: A Lightweight Vision Language Model for Online App Control Spa-bench: A comprehensive benchmark for smartphone agent evalu- ation

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:37:54.772501Z

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 4ffa1ec5-4963-4444-a1ca-c1d71a5580c2 · outbound

This paper cites PaliGemma: A versatile 3B VLM for transfer.

AppVLM: A Lightweight Vision Language Model for Online App Control PaliGemma: A versatile 3B VLM for transfer

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.522979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 871a86d5-f1ff-4633-99a1-a069738803de · outbound

This paper cites Decoupled Weight Decay Regularization.

AppVLM: A Lightweight Vision Language Model for Online App Control Decoupled Weight Decay Regularization

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.546326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 49dd3956-04e7-44dc-a042-0e90ca4b8803 · inbound

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users cites this paper.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users AppVLM: A Lightweight Vision Language Model for Online App Control

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T10:29:38.413995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0e4e628-7917-40f9-bdbb-2c4c204ec583 · inbound

Clip4Retrofit: Enabling Real-Time Image Labeling on Edge Devices via Cross-Architecture CLIP Distillation cites this paper.

Clip4Retrofit: Enabling Real-Time Image Labeling on Edge Devices via Cross-Architecture CLIP Distillation AppVLM: A Lightweight Vision Language Model for Online App Control

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:38:14.313795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a5c8f33-cef1-4817-a5ad-f9c83bf1db80 · inbound

Edge-Based Multimodal Sensor Data Fusion with Vision Language Models (VLMs) for Real-time Autonomous Vehicle Accident Avoidance cites this paper.

Edge-Based Multimodal Sensor Data Fusion with Vision Language Models (VLMs) for Real-time Autonomous Vehicle Accident Avoidance AppVLM: A Lightweight Vision Language Model for Online App Control

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T05:57:51.212487Z

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Unavailable: canonical work link unavailable.

Observation 51a7cc26-1e39-40bb-bec4-b5ee4fcf1667 · inbound

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

CAPED: Context-Aware Privacy Exposure Defense for Mobile GUI Agents AppVLM: A Lightweight Vision Language Model for Online App Control

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-03T12:28:07.427900Z

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 3f9efca9-ab14-4724-aafb-9aee3599def1 · inbound

Software Engineering for and with GUI Agent cites this paper.

Software Engineering for and with GUI Agent AppVLM: A Lightweight Vision Language Model for Online App Control

Reference 175

Resolution: unresolved; no resolver link, observed 2026-08-11T20:19:15.564153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.