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Paper Citation Record · LEDGER

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

As of 4 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 0 inbound Pith citation observations for arXiv:2604.21375.

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

pith.paper-citation-record.v1
2604.21375 v2

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T22:24:45.045405Z

measured 92 of 92 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

92 of 92 outbound references displayed

  • verified exact11
  • verified fuzzy27
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch40

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation effa3410-135b-4b2a-b0f7-9422c279e86f · outbound

This paper cites Agent S: An Open Agentic Framework that Uses Computers Like a Human.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Agent S: An Open Agentic Framework that Uses Computers Like a Human

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.741471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:a0e5f99e3356c00ba3a6487502b349c6bda032916057b4d0ae093dc15b0f36bd

Observation 42be7627-0456-42fe-a9dc-cf4cc9a2edc1 · outbound

This paper cites Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-22T15:39:57.918527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ea51a50ff362bdace3a7087518a0f1367cc4e3829dd7d7d22f526394d0e37758

Observation fbf49c8f-a36f-4007-9fd9-82cecc30b855 · outbound

This paper cites Let’s think in two steps: Mitigating agreement bias in mllms with self-grounded verification.arXiv preprint arXiv:2507.11662.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Let’s think in two steps: Mitigating agreement bias in mllms with self-grounded verification.arXiv preprint arXiv:2507.11662

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:34:07.751791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:3add809f042a51c74448046fe4f9ab2b38db2d8647bbe119bb5501bed3e0b3fa

Observation bf8c4c68-f242-40d5-8c5a-c05646b0a4b7 · outbound

This paper cites anthropic.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation anthropic

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.086118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:fa291a916ce96e6d7abf6b91ada9268ae675bd9fa0402be9c083187388854026

Observation e4307f69-b4ff-4d7a-a178-ec961e3da9fe · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.094456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:e6f51314f51a32c2b42ad54f92f98891b286de5d77e5abf25fd1280e4c69ee0e

Observation 4c976626-24f4-4be3-8b60-b928391125ad · outbound

This paper cites anthropic.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation anthropic

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.091741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:b7d053027c1dac3fe55b8949d6d05ff0f612b1e982365a340eb3ec5e23c2fb41

Observation 02cdbee3-e9f7-4151-a057-97bd7092f77a · outbound

This paper cites com/news/claude-sonnet-4-5.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation com/news/claude-sonnet-4-5

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.083139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ab71bc83f1bc36754d02662a3d5e75c3ec94ab97be4c654736d4eb648e2e29ac

Observation bc278bb5-a9df-4bad-ad7f-f93688dd9cf9 · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.097329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:958ab00f8ea4b8f12d00cb09c0d73bbf3ade2b0b662b0cad1357486e196917d7

Observation c2861502-5fa4-4b97-8ed2-a8e5a05b0873 · outbound

This paper cites ScreenAI: A Vision-Language Model for UI and Infographics Understanding.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.748388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:d6f6f2c3cda2098fbfc0e4a832bff16d7032a97a7b752ad2f80f07043fdab652

Observation 8c183dd1-4bfe-4567-9170-209e9945193b · outbound

This paper cites Qwen3-VL Technical Report.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Qwen3-VL Technical Report

Reference 10

Resolution
metadata mismatch
local_arxiv, observed 2026-05-09T22:34:07.727073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:42aa1db284e9a6813803bea7fc67b83510de3b3f58af0f4bf14cedfe9aea9556

Observation f9a9bbed-6ab1-4f3d-a8b4-3e5010c99b37 · outbound

This paper cites Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:34:07.730739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:a5b77c69228346cac7f234a3bd48c402407443b5a1195964184117e27f19a5a9

Observation ec2060c4-b2f1-48b0-9f2f-4be4c7793726 · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.088863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ab2f054dc4cef7e3e55478e185447c8df1538f8b484e72009b8773fa3f902f8b

Observation 7de16c15-aa72-44e3-b937-e58b45e968fd · outbound

This paper cites Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:34:07.744901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:b423a7337b6e125ec36c204f6579296f11f996c1ca3f1704e3fe9a2ca7b7ec05

Observation 0129f0d0-8b46-4a47-926f-73f1edce8aa0 · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Why Do Multi-Agent LLM Systems Fail?

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T05:42:59.242121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:92341da133c3c98837ffa42a651d8b65d95484d884d28bad218526f7b5a905ee

Observation afa4b567-c6ce-4ff3-b65b-c701189ba962 · outbound

This paper cites Chai et al.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Chai et al

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.737847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:b7d960fbb2974b3201fe92ace7e53e60725fd55c8b038085d931abd8dbefa0d3

Observation 25ff606c-237b-4d39-a82e-703f1da4061b · outbound

This paper cites Transactions on Machine Learning Research (2025).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Transactions on Machine Learning Research (2025)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.110170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:84d34f42f9f57d11fedb066aa0753865636cf54bd168c838d547b3397fd3b4f5

Observation ac0d478b-855d-4dd7-a336-48d955d92bee · outbound

This paper cites Where Not to Learn: Prior-Aligned Training with Subset-based Attribution Constraints for Reliable Decision-Making.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Where Not to Learn: Prior-Aligned Training with Subset-based Attribution Constraints for Reliable Decision-Making

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-20T02:05:40.335430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:72c686f29f5dc3cf9204f866fc6e3edb6587b27fa874ab7bdfaf96acf2159d13

Observation ec6b8722-e833-44a8-9e73-4cb0096e9023 · outbound

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

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 18

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T10:09:46.778093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:c971812170be9007cc8c1b64f403319600126b8b39f3a48874d0960ca95d07c0

Observation a01e887d-d4aa-4e93-a07e-faad94366fcf · outbound

This paper cites The BrowserGym Ecosystem for Web Agent Research.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation The BrowserGym Ecosystem for Web Agent Research

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.042674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ffb30cc9056e963e06b1ad73fc573d4769c6e2ed5003cc17bea42621e4f9cbb7

Observation 6883dd58-d44c-4980-b23f-a41fb104726d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Training Verifiers to Solve Math Word Problems

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-05-09T22:34:07.801796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ee62cfd6d5d65911ab9f6320bc4e659143b06a0b1f4cc9e24083fdb660375a5d

Observation 1e9a95a4-9caa-4db7-94c0-19a0df35caff · outbound

This paper cites Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology , series =.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology , series =

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:29:05.952312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:c5b0ca6fbc5513d1f7ebc0b66a5e5cecd0a47f913f7c61b57280fa9c21af81c2

Observation 9aa189bf-8932-4da4-9994-9e92932212a8 · outbound

This paper cites In: NeurIPS (2024).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: NeurIPS (2024)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.186665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:478b5ceda3e3c6c72c7b27b1221de9e80ee83618b17a7ee2e993f0fa5e50f5a6

Observation a4e68498-c27e-42e0-953e-2b4b2718b065 · outbound

This paper cites WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:34:07.775268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:803b97d6d5b1143df63e4e57aaff60f1b5f6971197497a56c598295f1850d2c1

Observation 1feaf185-8b05-4699-93c4-e8a3b08cb8ec · outbound

This paper cites WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:48:05.307585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:6e2d3996f88e5dc6ca890a0aa429ea81d52cb05e1ba2b1066de89e5effaaa959

Observation 739bc919-8847-4b61-953f-d8cb1b59d2ba · outbound

This paper cites Mano technical report.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Mano technical report

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.767770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:1c9bf659aaedb253d30e01bc7d1cc7dfd44f3a17ae762a1d37bb1a5991256f1a

Observation 53cc2bff-cd5e-47d0-a714-a2cba16333ae · outbound

This paper cites The Unreasonable Effectiveness of Scaling Agents for Computer Use.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation The Unreasonable Effectiveness of Scaling Agents for Computer Use

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.763797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:7d40ddde88faeb7c3debef267d41310c1607a4ca10e5c4f435b8fe25490d4fb1

Observation e8909b15-8542-4e50-ac7c-136b183c271e · outbound

This paper cites com/deepmind-media/Model-Cards/Gemini-3-Flash-Model-Card.pdf(2025).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation com/deepmind-media/Model-Cards/Gemini-3-Flash-Model-Card.pdf(2025)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.190004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:b844ec18e596e61253c21acfc627eaada98336a4158d6b0ccbe9caf7d2e83bb4

Observation 348b5482-4949-49d5-9bfd-3d19d1551219 · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.129829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ca436b582d7edbf17ce34b942fdcf9926ad4910ff75e6236dd38091cac2508cb

Observation 790bae48-0227-4f19-a8f6-26ba5bb178d5 · outbound

This paper cites com/deepmind-media/Model-Cards/Gemini-3-1-Pro-Model-Card.pdf(2026).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation com/deepmind-media/Model-Cards/Gemini-3-1-Pro-Model-Card.pdf(2026)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.126822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:9fa3c48537f2fb856a90ab79a5c18a6581da9d1f0334c0ed9757fa0764dbfb5f

Observation 5d6c945a-a511-42c6-be3a-17f59749fc0e · outbound

This paper cites A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T04:37:34.727630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:4928f45ec777a779a503f0f9b67dce02d6ba04a24be5cf03d1135c9174d34ceb

Observation 051d0d8c-d440-4a39-9fcc-cadfa93f560c · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.122861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:b2899c452fb4711fd28d7371909be417a84974f8c01e0f99fb2ef08457c9bfb7

Observation 5c800fa7-675e-4255-b937-b6c554a9df64 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 32

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T22:43:35.479641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:a32cade21a02a2c9d9ddc298cf13d75d0b97d585bd16bdc95af6caa352076070

Observation 543506c1-47eb-4ce7-ae9b-45d5613632b8 · outbound

This paper cites In: CVPR (2024).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: CVPR (2024)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.196334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:9034ac2644b825c79c22a5315ea2f0920e02cf2a4473e3d9aa7ec6ffcfa689af

Observation e00746a0-5335-4c9d-b66e-5b310966973e · outbound

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

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Reference 34

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.793860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:63ad4505ec92d6ea1fe9b033bfede3f2b5f9343945f6af7dbfb0312b7edbbbe2

Observation d6f6d0b8-da72-43ff-9906-9b86288d0a3f · outbound

This paper cites AI Agents That Matter.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation AI Agents That Matter

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.044905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:fc43cd0d9e57f87605f292c556f3f5b043d3a2f7effacf55898bbe3020c47633

Observation 842a704c-2d22-4657-ad76-44735b9eabb3 · outbound

This paper cites Language Models can Solve Computer Tasks.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Language Models can Solve Computer Tasks

Reference 36

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T12:17:27.081998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:0c09557e207ea91df226c2dbb394f7cd9b07676b1a47c02d74f4e369af04b23e

Observation d7fc2e49-f488-4d10-847f-e7ef77580498 · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.116303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:a08e0af6307119cbe7286861080226303cb8a697e8a90d2afeadbe397b26a1fc

Observation 85686e09-a1fe-47c4-b997-a42f18440a31 · outbound

This paper cites A Zero-Shot Language Agent for Computer Control with Structured Reflection.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation A Zero-Shot Language Agent for Computer Control with Structured Reflection

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.038123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:4a800e2e16c3f172182f7f3ba4ff6d157788a596ea87cadc9be1dc9d4584dc74

Observation 19675a18-cd36-4155-a750-289beff66dbc · outbound

This paper cites In: ICLR (2024).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: ICLR (2024)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.204803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:786dae708befabb2795d30d5a571b06001abe9327937850a5e498b01a52aaf09

Observation 5a0e84a0-0dd1-4ce2-a42e-d12a6024b301 · outbound

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

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.779203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:1e99a6120c9cf09dde75ad7a5f112c1d80936f8fe0137daed448a6318a0f6fbd

Observation fe9e54ed-64ea-412a-99ef-5dfc0ac80461 · outbound

This paper cites Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.805556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:2cfe678fcd4105ffa26dac05799cdef88e7c338f44580ac9520b04123a543c7f

Observation cc7aba3c-667c-4d17-8c2c-0585b50c3e05 · outbound

This paper cites AutoGLM: Autonomous Foundation Agents for GUIs.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation AutoGLM: Autonomous Foundation Agents for GUIs

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.809445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ed7933434f46ab69f27646503b2eaffbbc24d3310070754af4da89beb0aa19e2

Observation 2ffb0954-ff5b-4671-9a93-81db89500d32 · outbound

This paper cites Weblinx: Real-world website navigation with multi-turn dialogue.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Weblinx: Real-world website navigation with multi-turn dialogue

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.813297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:7cd4dcfd8f76722ab38faa38b9666e03a387d0db641e835aec0ccea59dafc282

Observation 97f848c4-b0d9-4ab6-9579-a36d31704c4c · outbound

This paper cites In: NeurIPS (2023).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: NeurIPS (2023)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.210469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:0f9ae5e8353b8624cb633909bd0b11601a6f1c66d0c0fbaa1815f4b779ed7311

Observation 90c93887-06bf-46e4-802f-575f5e3d885e · outbound

This paper cites ScreenAgent: A Vision Language Model-driven Computer Control Agent.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation ScreenAgent: A Vision Language Model-driven Computer Control Agent

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:39:15.029034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:8916c00224c0c3f4003abf63b37cf5a7d9ab264d52c06beaf23b32e16ddbf966

Observation dce3014a-9456-49b5-8626-95f854798e4c · outbound

This paper cites End-to-End Goal-Driven Web Navigation.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation End-to-End Goal-Driven Web Navigation

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-07-04T21:01:41.108813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:595b25225b05126a7bfe1272b8e61ea1449b4f5c8cbbab132f1e45db69b6e6e9

Observation 0ed469df-51c8-446b-8961-417e5fc2a27b · outbound

This paper cites com / index / introducing - operator(2025).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation com / index / introducing - operator(2025)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.106917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:93e3ac10f0fd6b33d04e0bba07b44727a20ef9b6019113bf17905e517efceffd

Observation 8c3600ce-3a11-42cd-b3b3-8502f392add3 · outbound

This paper cites In: COLM (2024).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: COLM (2024)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.193391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:3cc023a3aaafa6cb42198eec7ec075194649b3a97cbbfebfe814480798898ee2

Observation 25ecebb8-2c83-4f13-820d-55dc0e55d947 · outbound

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

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 49

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.771233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:4d4e23bfc3877e7aefc1945c9e0c4dc9331a6e6910d9a4819187615faee74a74

Observation d5bfa9de-9ee0-4341-9297-c1e0e36158b0 · outbound

This paper cites Android in the Wild: A Large-Scale Dataset for Android Device Control.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Android in the Wild: A Large-Scale Dataset for Android Device Control

Reference 50

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:34:07.817433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:d68c94ab99e3a61e52d045b79c75bc80f8e9bcd4e6c002d0eead1756e0124703

Observation 67fae59f-552d-46d3-9431-0d481fc70227 · outbound

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

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 51

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T12:06:13.928391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ba23efa5c95d0623d6ad36d93193b5ce5d5fce1a477158fb4903bc3fc5e8cfd8

Observation d333699d-708e-44f9-bbd9-f3c9d4caad51 · outbound

This paper cites In: ICML.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: ICML

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.100439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:d8796ad82569f94dde7f3717a6271a49f40e069a27446c9501c70856d11cf238

Observation 07dcb07b-130c-46ba-b15b-6eacb4cddad7 · outbound

This paper cites In: NeurIPS (2023).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: NeurIPS (2023)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.140046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:cbcf249a1390ef60af969bfd5bbb07f45df22e29a02acc0b252131286819c232

Observation bc3b42ae-dab7-41e0-a284-6de67d2a80fc · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T15:20:36.653799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:3d305f3f723480b1ddc895b6cd2c2309e46fc0a017a77760a8a3c8af79c689b6

Observation 80ff41ba-b163-480d-8567-29b71ad2246e · outbound

This paper cites arXiv preprint arXiv:2503.00yset (2025).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation arXiv preprint arXiv:2503.00yset (2025)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.136784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:f7e47f14a4885e8f58b4772f2f533e960b02d6060da813d2633b34a2f739a8e7

Observation 355cfe34-e4e3-4f9a-b435-379f7c1f5aed · outbound

This paper cites Cradle: Empowering Foundation Agents Towards General Computer Control.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Cradle: Empowering Foundation Agents Towards General Computer Control

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.040433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:67bf70f1186b8f93b6dfbc24e85257c750f7778f775e3c0d9d0d8b4b3a925444

Observation e458f32c-40bd-4db5-b395-e20d81f856c2 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Kimi K2.5: Visual Agentic Intelligence

Reference 57

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T16:09:05.517034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:42c2a0d79933c54c1f168f52b546674554b964b28ce64af17802a23b386f103b

Observation 333d48e8-e90b-436f-9292-6d7bfd40d977 · outbound

This paper cites In: European Conference on Computer Vision.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: European Conference on Computer Vision

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.174088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:8e99849ebd41265d00632149c2514691ee88496f3758ffc9c351a2ed8778b469

Observation 6b8b0a42-e7bf-41c9-9261-89842482f386 · outbound

This paper cites In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.149874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:f4635898e16d3ca914ee75510df4a5a2e7db6add9a98aef2fce56a9decb1fcce

Observation a58d3cf3-9fdd-4d97-a9ba-9fb0e1c9ccaa · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.143822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ec3198c4eb2eeb9bac7fd36f004fb9c04aef71fe30f94e940c55cc5606a837ce

Observation e9d3e4ba-ebca-4457-8ea2-1a355c1042ba · outbound

This paper cites UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-13T10:13:59.321363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:d9c50b15280f00544397fbedded6efce71d2f895a6452468725b261562511d35

Observation 2a7d102a-a558-423a-a9bb-db15cac52b0f · outbound

This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:3379c774be526abfb73a0711a2298112a0c351c5364b5dea46830298f176283c

Observation 8d06d7f2-a5da-45ce-9511-4d427569c402 · outbound

This paper cites Frontiers of Computer Science (2024).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Frontiers of Computer Science (2024)

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.180414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:a3d80cce2d0606fc8f752e3958caa2ffbc02b69420c122b0bdf9f65452965f5a

Observation 495d4404-698d-4d29-9bc9-74adfad3b54a · outbound

This paper cites In: ICML (2024).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: ICML (2024)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.170621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:9cc7903709191ec086cd9817a7869a16f32b1c49005763ba1bc215969503af98

Observation c426412e-8979-49c1-819b-ded1dff1c1a5 · outbound

This paper cites Mobile-agent-v2: Mobile device operation assistant with effective navigation via multi-agent collaboration.Advances in Neural Information Processing Systems, 37:2686–2710, 2024a.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Mobile-agent-v2: Mobile device operation assistant with effective navigation via multi-agent collaboration.Advances in Neural Information Processing Systems, 37:2686–2710, 2024a

Reference 65

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.059048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:ccd5bff02ccb747e77e7abbce9e82c8e9d4ef5a8c6adb80bdb53a13719b82375

Observation 4959144b-28da-48ce-b052-e8379c22dd51 · outbound

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

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 66

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T09:29:27.958266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:67904f1708b75e736e80c2efa040301750bdd4690c0ac6daad8b707df7617104

Observation f9224dfb-6d3a-4802-8c4b-8e1f4bdac09c · outbound

This paper cites In: NeurIPS (2024).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: NeurIPS (2024)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.133221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:01a3620bcbd89cafc0ece7068699ed54c7aea5071914640d0b4511c5448fe246

Observation c438a439-7789-4a51-ad9c-311946ae700f · outbound

This paper cites Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Reference 68

Resolution
metadata mismatch
arxiv_id, observed 2026-05-18T04:09:42.002663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:9aa73d356fa99967dfccdc410949c997587aacb26263101e2dae913d35f15403

Observation 2c31ee83-f25f-47e2-b1d5-da9deaa8747c · outbound

This paper cites Evocua: Evolving computer use agents via learning from scalable synthetic experience.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Evocua: Evolving computer use agents via learning from scalable synthetic experience

Reference 69

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.070356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:5289a264cb2db2d1fe4f57225ffc7db2cd5ac4fce919e79138a59a8ced9b4226

Observation ef24f3bc-f5f9-4257-bbfe-3c164cca580f · outbound

This paper cites Os-symphony: A holistic framework for robust and generalist computer-using agent.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Os-symphony: A holistic framework for robust and generalist computer-using agent

Reference 70

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.074696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:06825c69f45762ef1c6073b795ea04a4356aa73ea706ecbeb3070284ef43844e

Observation 1ab08168-5703-4ade-b24f-6cbfe887cb2c · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 71

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T12:45:46.055236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:a41c435d7164de3b04c08da315132e19993041ca0b66821a83de565519eba792

Observation 7b6da024-e57d-444b-8ea0-38d08b61eda8 · outbound

This paper cites macosworld: A multilingual interactive benchmark for gui agents.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation macosworld: A multilingual interactive benchmark for gui agents

Reference 72

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.068188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:3871d9d345ddc652133c3d5fde7b678b12d11c114ed2257edf23e13a559e373f

Observation 17b2212d-4467-48e3-a7e1-c770c8d91be5 · outbound

This paper cites GTA1: GUI Test-time Scaling Agent.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation GTA1: GUI Test-time Scaling Agent

Reference 73

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T13:55:00.131095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:82c8d9f858240757771553cfedcec01358ad7f04aa7be48782fe35e12d918d7e

Observation 0919db81-aafe-46aa-9766-9771b8ab2423 · outbound

This paper cites Aria-UI: Visual Grounding for GUI Instructions.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Aria-UI: Visual Grounding for GUI Instructions

Reference 74

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.079640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:5ea3a90e5cd1db388bd2249c9ef9f126ce1b2f13abbb5995d8ae2320024a96f0

Observation 2c347118-426f-4da3-b7e0-8c2971d5dbea · outbound

This paper cites In: NeurIPS (2022).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: NeurIPS (2022)

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.177138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:80272eba7855cbb84193e795bba6397861c2a6218b34f79203304e2e86453dbe

Observation a956dd0c-c94f-4025-aed4-dcd1054e28e9 · outbound

This paper cites In: NeurIPS (2023).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: NeurIPS (2023)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.183604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:2199adc5d9b63859da295e169d7e6f723d630efd2844b4ef50983c7382a187a2

Observation 1999869d-39de-469c-8571-86e429e8377d · outbound

This paper cites In: ICLR (2023).

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation In: ICLR (2023)

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.207825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:fbd02e9068ba3e09d58f1024f4f6a36d87627a32fd7a2a5cfc446a0be393881e

Observation c54a332b-8b06-460b-bee1-49b925dbc31e · outbound

This paper cites AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?

Reference 78

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:39:15.072539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:df31dd528cfddc560ebb10367617292c31a687cca943bebdfa84e88457ae3314

Observation 7d8e8fca-1571-4657-b96e-a0e18223ccf8 · outbound

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

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Large Language Model-Brained GUI Agents: A Survey

Reference 79

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T11:08:28.109115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:e9452b4b1c6bbc653dacaf10ae1c29ef6e9d9d0073b3fb21d67488dbae91e3b0

Observation 4c0e0ff2-bce2-4057-9935-8201639efe01 · outbound

This paper cites UFO: A UI-Focused Agent for Windows OS Interaction.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation UFO: A UI-Focused Agent for Windows OS Interaction

Reference 80

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:39:15.081861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:5e3005524157dc60cf3975a48e28066a64c4f91a810cb881e54bdc32af15aeb6

Observation 130e5325-000d-4088-b614-24b2fd7662f5 · outbound

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

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 81

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T19:40:14.169994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:8b110871a3e92dd9b031efa2fa57a11601f59bcb1f2abc071558280f02a59b5e

Observation e1aa754a-5199-40a3-9a89-a29a2393e89f · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.163604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:a50a098277fca6df8c35687e39c203f33e5b70a8709883049ca4fb78a4c694c3

Observation 6edf919a-333c-4a26-b877-83967c4906f6 · outbound

This paper cites no visible change.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation no visible change

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.119540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:37eadbaee4089c464bf3ce99dd3c2d4e2cef42539957664be3d116811a59a6b3

Observation 6c40521a-2018-4a64-9964-716ed844b0bf · outbound

This paper cites If a criterion is not directly observable, rewrite it into an observable proxy.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation If a criterion is not directly observable, rewrite it into an observable proxy

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.153546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:d06796ef0a7244d724480ec4a722ee928455535a4d246481b3f49233b5ee5c03

Observation bb4b0686-de75-4b4a-94df-9cb6ffba2d57 · outbound

This paper cites For [EXACT CHECK] criteria: cite the literal value readable on screen or confirmed by code agent output.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation For [EXACT CHECK] criteria: cite the literal value readable on screen or confirmed by code agent output

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.160207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:fe0a857e4556d154041e9b820e028b857707bf2bc67e9337a2ccbf39907ea84f

Observation 44e209a1-a380-4e2d-b038-65cf59fc95f5 · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.103907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:e0656056ddb78401c54a0a6393f3f32a87256cb246f6101b5dc7b38b396d6a39

Observation b0ce3f11-2811-4cdf-986f-c68b9ce364be · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.156817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:58209a5a17d8c6f2d55bc33679ef97d51e85b0573fe76eb46ae5ec7effc4e1af

Observation 8d2b8ab1-7f05-4bd6-be0b-bf8acdedf1a8 · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.146939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:f8e43fd6a562688adb4a4fcdd37643563f576c007c300337ecfe06d77cd33b8e

Observation 4236d5d7-4afd-45a3-90aa-4aeeab55b501 · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.201831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:b4989722e93caf43f9aff72855a66c3d83b8f25e24847615d3b7e94942b54a5b

Observation 6473c4f0-8a47-4fea-b980-92d88e8d67d1 · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.199004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:421cb63c50213991bcf906412406560e27ce24364ca6ff3965dfd125d4d326e0

Observation 47b39831-f98d-4842-8792-ff92f7e09b1c · outbound

This paper cites an unresolved cited work.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-05-23T14:38:05.113370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:9b8d251cd5b4c104475f8ad08f7617d06774b887fcd3e4f47406972c6d0753b5

Observation b9adfc55-e5a5-4641-b48f-e213acdee383 · outbound

This paper cites The menu button at the top right.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation The menu button at the top right

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T14:38:05.167203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T22:24:45.045405Z digest=sha256:8d641fdedcb457b45f9cae24fada1dffe0456b2866b3784eaadb4d020918ff7e

Pith citing papers

No inbound Pith citation observations are available.