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Paper Citation Record · LEDGER

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

As of 4 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 45 inbound Pith citation observations for arXiv:2410.05243.

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

pith.paper-citation-record.v1
2410.05243 v3

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T21:09:01.397691Z

measured 57 of 57 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 45 of 45 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:30:23.903148Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T06:15:00.866473Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94313550-a39b-40a9-9628-aa13b1abecc5 · outbound

This paper cites click ... then type.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents click ... then type

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T21:09:01.412624Z

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=2026-05-16T21:09:01.397691Z digest=sha256:d081572217f5a5034f49cb7822d972cfbe353d8e9582f0f92250b6032366a6ac

Observation b41f892f-85ff-4d6f-89d8-479004cc2f94 · outbound

This paper cites We filter out any actions that do not have associated coordinate data, ensuring that only steps with specific visual grounding targets are included in the dataset.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents We filter out any actions that do not have associated coordinate data, ensuring that only steps with specific visual grounding targets are included in the dataset

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T21:09:01.417722Z

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=2026-05-16T21:09:01.397691Z digest=sha256:ab98cb799cba53d5ced400a59e5257d50afbc03715383d5f9566c168cb59868d

Observation b7323732-7ed0-49f9-a532-32b0a59745ee · outbound

This paper cites To enhance diversity, two captions per element are randomly selected from the available set of functional captions during data construction.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents To enhance diversity, two captions per element are randomly selected from the available set of functional captions during data construction

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T21:09:01.421529Z

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=2026-05-16T21:09:01.397691Z digest=sha256:40261f02a7150ec527e30a76d862c28bedf5492a7cdb7cc64c5fef7c16bc9ebf

Observation eb14ee81-dd5e-446e-aa73-43d7789fdfca · outbound

This paper cites an unresolved cited work.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-16T21:09:01.424227Z

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=2026-05-16T21:09:01.397691Z digest=sha256:fd05943c1523d065f8205c6c1b91d4b7f07a236dd7fa476f4de0e0e2e0afb19f

Observation 94f6923f-9db9-44bb-9c99-c177b364e63f · outbound

This paper cites These annotations contribute to a more diverse set of referring expressions, particularly for action-oriented grounding tasks.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents These annotations contribute to a more diverse set of referring expressions, particularly for action-oriented grounding tasks

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T21:09:01.427091Z

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=2026-05-16T21:09:01.397691Z digest=sha256:de170d4239ef14696f12a4a84e713a820ed714c75bd7e5a7b50c596b5ebca6a9

Observation 586ff21f-3a1c-40be-8dd5-6c8ecc02ea2f · outbound

This paper cites an unresolved cited work.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-16T21:09:01.429649Z

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=2026-05-16T21:09:01.397691Z digest=sha256:041236e1f7f118d7b8d0be96a5f6d58c82c877f28bf2a12060fd8053bb520c43

Observation 3553254c-fd62-4ffb-bf7c-043f0f6ea599 · outbound

This paper cites Due to the huge computation cost of handling high-resolution images, we use LoRA (Hu et al., 2022) for instruction finetuning in the two stages, with a device batch size of 4.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Due to the huge computation cost of handling high-resolution images, we use LoRA (Hu et al., 2022) for instruction finetuning in the two stages, with a device batch size of 4

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T21:09:01.432448Z

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=2026-05-16T21:09:01.397691Z digest=sha256:117a690cd6aaf5dc9596907829c730b4adc57ddea55bf5f67abd020e9fd08379

Observation 2c05a570-5f95-4f7a-955d-5965d6da2484 · outbound

This paper cites an unresolved cited work.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-16T21:09:01.434840Z

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=2026-05-16T21:09:01.397691Z digest=sha256:1347cd181ab7e8ed5e82337f8d216f179d95eedc221b60f7da4602acfd816375

Observation 0416dc2f-2979-41d4-aea5-99d96a0d33a4 · outbound

This paper cites an unresolved cited work.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-16T21:09:01.437120Z

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=2026-05-16T21:09:01.397691Z digest=sha256:54f80431e143f0927e4a9ebcda007ffe50adafa91838e50c7d6236e3a47d1a74

Observation 85e2d57b-3942-4dd1-81a3-e9cb11061870 · outbound

This paper cites an unresolved cited work.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-16T21:09:01.439984Z

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=2026-05-16T21:09:01.397691Z digest=sha256:1fdf986a896375cf5e67a0b9c7a77e19a5b9d7436705f06f8ee81357ab9cdb52

Observation c19b5a40-ddd3-48c8-a99c-cd6d8afad2bc · outbound

This paper cites If it is only partially visible, you need to SCROLL DOWN to see the entire element.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents If it is only partially visible, you need to SCROLL DOWN to see the entire element

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T21:09:01.442604Z

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=2026-05-16T21:09:01.397691Z digest=sha256:55ee86687fa60fd0b7aeaef4fa194550e50ec8b0307ed9b43d25bd365c393175

Observation 40cba693-0d69-411c-ae79-eb2485df0a42 · outbound

This paper cites the target element.

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents the target element

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T21:09:01.445067Z

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=2026-05-16T21:09:01.397691Z digest=sha256:b751f0b26779a520ffb92272bb2add56bf59aebb3cc9ebaaf46d707cd90cf339

Pith citing papers

Observation 3af2819e-005b-4414-8ffb-84527da393ff · inbound

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

OS-ATLAS: A Foundation Action Model for Generalist GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 143

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=arxiv_source observed=2026-05-13T09:29:27.173784Z digest=sha256:f631f19a5e113300c15047af857cb97cee1308b819bbea8ba70992fd8ec2d918

Observation 9cd062cd-2ed6-416c-b485-0849ec3a3d64 · inbound

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

Large Language Model-Brained GUI Agents: A Survey Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 221

Resolution
verified exact
local_arxiv, observed 2026-05-19T11:08:27.789657Z

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=2026-05-19T11:08:27.472508Z digest=sha256:57fdc7bd36a3612ada2142ab40bbfb51fddc7c03e82effd32a7224b965e9294d

Observation b66e63d6-84e1-4fe0-8271-8d31b55fa58c · inbound

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

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 79

Resolution
verified exact
local_arxiv, observed 2026-05-18T04:09:41.561281Z

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=arxiv_source observed=2026-05-18T04:09:41.494136Z digest=sha256:05eec6ede7a3075a3d3af52c27ee575ab9875d35b7ae8f955012004fa945c180

Observation 59f969bf-94ad-4151-b5eb-f5be48228c2b · inbound

UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning cites this paper.

UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-16T11:02:41.335059Z digest=sha256:3ef0a640171848449582b11fc41ef6616ea39e6fb1d1c603554bc11fcf58f879

Observation 3bf6ad5f-2855-45b2-9878-8b28ae6aa2e5 · inbound

GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents cites this paper.

GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-15T02:10:57.976448Z digest=sha256:c28eb47b03399421f22248772895ef8575adab914a3db129904a8e5c1e38ea14

Observation f2bfa13a-eb76-46bb-8eac-1062692c6e98 · 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 Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-05-18T13:54:44.259737Z

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=2026-05-18T13:54:44.011048Z digest=sha256:7b8fb83c64c4ba8fea0af7d4e0f6b01ee658e207e8406d7986b650fe8faa1af8

Observation 7a4ef3b9-8bac-40b9-a4d4-023d511b9779 · inbound

InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction cites this paper.

InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-22T15:21:45.004039Z

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=2026-05-22T15:18:15.475294Z digest=sha256:da3cdf156700ce72b9fa8743e5c3b4f7226e126d05c68b1c0f7c13d1020131fa

Observation 1390c1b9-1c5f-4943-b9d3-403d1d1f82c7 · 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? Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-05-19T07:02:07.940523Z

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=2026-05-19T06:57:25.257775Z digest=sha256:4fce70806660e00df0cde710ebbca6bdc3ef1210bf013757e75b694e95aa4258

Observation bd5d6f2a-9076-4772-9855-9db2050c5a4b · inbound

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

GTA1: GUI Test-time Scaling Agent Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-17T13:55:00.001322Z

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=2026-05-17T13:54:59.938216Z digest=sha256:d7b4e148594b3113e4a1356d87e743532f083474145bf100053be526b0e74948

Observation 785429e3-aa08-4aac-bb38-364be644f97b · inbound

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

MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-18T18:42:48.184174Z

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=arxiv_source observed=2026-05-18T18:42:29.744124Z digest=sha256:d692b4589d3ac6f51f5ffebe6d2e62bef6419c8f0b3f2a3279f949106be4fc6f

Observation 13f1da45-8b1e-4948-8401-922d1044be0b · inbound

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding cites this paper.

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T00:30:23.903148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:30:23.903148Z digest=sha256:8c01327f897c95f8403fa869944cd12a7c16239ac471dae95f68e81f02957906

Observation a68ee014-a1ed-4347-9653-66f0c360157a · inbound

Grounding Computer Use Agents on Human Demonstrations cites this paper.

Grounding Computer Use Agents on Human Demonstrations Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-03T23:06:04.872520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T23:06:04.872520Z digest=sha256:0d5de7ffc9c5d069d59473f6ca9ba616dc1e04feeb0317c1adfb41783eb6c6a3

Observation 8caafa32-f401-454a-bd23-cf3e6a4211ff · inbound

EchoTrail-GUI: Building Actionable Memory for GUI Agents via Critic-Guided Self-Exploration cites this paper.

EchoTrail-GUI: Building Actionable Memory for GUI Agents via Critic-Guided Self-Exploration Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-16T20:44:14.354535Z digest=sha256:e4adc7d8bc9b961efe3ab1a6205bf15000f424f8c035f801282a05f5c0f401cb

Observation e00b898c-efcb-4f16-a36a-a6f79aa67de7 · inbound

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

ClawMobile: Rethinking Smartphone-Native Agentic Systems Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-15T19:20:36.580925Z digest=sha256:b6acba2bd7fe21e70380ea471c27ccd4a569a893934ecbb298cb06904857f8b4

Observation be1d68c9-d85c-4312-b1c1-c16a5c7446a2 · inbound

Rethinking Token Pruning for Historical Screenshots in GUI Visual Agents: Semantic, Spatial, and Temporal Perspectives cites this paper.

Rethinking Token Pruning for Historical Screenshots in GUI Visual Agents: Semantic, Spatial, and Temporal Perspectives Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-14T23:59:49.017251Z digest=sha256:851ddf1ba569f0366fa084278a42df2bc767c79dc59bb6c9221923381d1f0b0a

Observation c183cc45-6fd7-4706-986a-47764dba4521 · inbound

PrecisionCUA: Iterative Visual Refinement for Pixel-Precise Cursor Grounding in Code Editors cites this paper.

PrecisionCUA: Iterative Visual Refinement for Pixel-Precise Cursor Grounding in Code Editors Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=arxiv_source observed=2026-05-10T15:57:32.504665Z digest=sha256:3945c30a64cbbd63ff7decfc02b510ffa03c6e4e32a35b4d71c3424e33e6607b

Observation a82fd94a-15a3-4cca-86a7-fbb4a7378996 · inbound

PrecisionCUA: Iterative Visual Refinement for Pixel-Precise Cursor Grounding in Code Editors cites this paper.

PrecisionCUA: Iterative Visual Refinement for Pixel-Precise Cursor Grounding in Code Editors Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-12T21:01:02.036287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T21:01:02.036287Z digest=sha256:d962bd2a0f0ddba781593812a195e4893b037bc625e2b6256f0b36874f9ac66b

Observation 93db7a82-e381-4827-a1ff-fd2afdf3bebd · inbound

Towards Scalable Lightweight GUI Agents via Multi-role Orchestration cites this paper.

Towards Scalable Lightweight GUI Agents via Multi-role Orchestration Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-10T13:45:17.686098Z digest=sha256:e57fd92bc2eaacf84d9d85529c5524d3299190e7fe00fda2fda26f100e658e5d

Observation f53efa28-59b6-4fb0-8de7-a22d3fdb28cd · inbound

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

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-10T14:06:55.472857Z digest=sha256:a3eeb26f75909d6f2bb0dd4ed0c8fd5f77cf36f359d8e29bf21b62282500e486

Observation 22b0e0f3-6160-4d1d-b871-7bdb871b4f4b · inbound

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding cites this paper.

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 65

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=arxiv_source observed=2026-05-09T23:05:05.251150Z digest=sha256:e0a9fdafb6c321a7d0223b8d3ab0dc90e7002509ce7b9b4ad543089f337c9182

Observation cc3a99d4-87a9-470e-a47f-c34aa2bf7019 · inbound

Benchmarking and Improving GUI Agents in High-Dynamic Environments cites this paper.

Benchmarking and Improving GUI Agents in High-Dynamic Environments Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-07T16:55:29.332273Z digest=sha256:2ce15eec6917323d662aed84f8049a0183955dddd20357c93554fcbd2e1c0cb2

Observation 429c4d92-3f10-4b8a-aaa3-c2460d09cfe4 · inbound

Benchmarking and Improving GUI Agents in High-Dynamic Environments cites this paper.

Benchmarking and Improving GUI Agents in High-Dynamic Environments Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-11T00:54:49.351703Z digest=sha256:5b94a33714b34dda006899f064a4954733e3c955f7ff44db88e55a4eef1d53a7

Observation abe7fd51-a051-467e-9bf7-f1a67f003b22 · inbound

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants cites this paper.

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-07T05:48:00.486572Z digest=sha256:fbab51a187ada06b7cac7ed61a7a612e7bb46b1ee908112551d87e5904438e1d

Observation 3ad663ce-706b-4bfd-a19d-60e19b23f7d0 · inbound

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding cites this paper.

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-09T19:36:42.309114Z digest=sha256:d97c8619b9c357ea1b38713db04c143764fa7c3ed6a832eaa23f58b9fd1f6619

Observation 2e8df0c6-5ac9-47da-a749-e8ea8b98bd43 · inbound

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding cites this paper.

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-12T02:01:51.292863Z digest=sha256:e069945723bf6df5077a98602dd0372f8bd1d0cdd326b235b30f1f775e67f15f

Observation eafcaccd-6d04-45c8-97e0-d48db3c9e4bc · inbound

AutoFocus: Uncertainty-Aware Active Visual Search for GUI Grounding cites this paper.

AutoFocus: Uncertainty-Aware Active Visual Search for GUI Grounding Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-08T18:37:48.993080Z digest=sha256:13edab621a1f54cc63bb4d10b3175d046a31284e892a7cd70a8be777b64831aa

Observation d66df7ea-1683-4d03-acc4-3baf5c1e37cb · inbound

Perceptual Flow Network for Visually Grounded Reasoning cites this paper.

Perceptual Flow Network for Visually Grounded Reasoning Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-08T18:40:55.753827Z digest=sha256:b83f857bc104781b2539fef1d1c9169b4d0c02c3ef3f1da74c10f3c9e77b897f

Observation 19d9e1cc-7b24-40e2-bac5-05265d3a833d · inbound

ZAYA1-VL-8B Technical Report cites this paper.

ZAYA1-VL-8B Technical Report Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 156

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-12T01:15:16.607346Z digest=sha256:b430c2d27a88c4b8803f8e9f2c3da4f9b8df8788d05448e29325e397599ce97a

Observation b8f18861-2bf5-4759-8e27-165840a68e8b · inbound

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark cites this paper.

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-13T05:18:23.310925Z digest=sha256:209968f11909f5fbd73f27e304167dbe2923e8b5cf6102bed37314f3f10a50d0

Observation 1d02c06b-62a2-45e8-94d6-a63b0285f518 · inbound

MMSkills: Towards Multimodal Skills for General Visual Agents cites this paper.

MMSkills: Towards Multimodal Skills for General Visual Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-14T19:05:36.511150Z digest=sha256:baf6f21ec3c9cdcd377d2a26d85c54064e62b7eacc26fd187fdd06a22d808113

Observation 640bd270-257b-41c7-990a-dfcda80e26ab · inbound

MMSkills: Towards Multimodal Skills for General Visual Agents cites this paper.

MMSkills: Towards Multimodal Skills for General Visual Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T21:09:01.446022Z

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=2026-05-15T05:59:44.669877Z digest=sha256:43c9e1d408e1de842d749e78296f0db8c832efed11e6834f677108096a5ea0f0

Observation a5d0bb76-3bb8-4243-98c6-88069d3677a3 · inbound

MMSkills: Towards Multimodal Skills for General Visual Agents cites this paper.

MMSkills: Towards Multimodal Skills for General Visual Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T21:35:04.554540Z

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=2026-06-30T21:31:20.079403Z digest=sha256:1bdfa40a1bda8c77311d243c10ecd24083000934c8aea61af83ca65a84d31c82

Observation 58dce4d4-e423-4b02-bde8-2f778b39fac8 · inbound

DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding cites this paper.

DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-19T14:27:24.261896Z

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=2026-05-19T14:24:48.938948Z digest=sha256:8ed530f95d974e759a54414ddb3cadb038f3eac0bf85313b3668d1435484e974

Observation d6bc544c-6a6f-4edf-95b5-827127d58e83 · inbound

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

SE-GA: Memory-Augmented Self-Evolution for GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-19T20:42:46.440909Z

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=arxiv_source observed=2026-05-19T20:38:37.264654Z digest=sha256:b08fe0c65f2a7026443e97a33d7eb47405ca7085408232e13f8d8780f351c000

Observation b4c71a0d-20a2-4e7c-80f4-9c0782067b27 · inbound

DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents cites this paper.

DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 47

Resolution
metadata mismatch
local_arxiv, observed 2026-05-19T23:12:51.627186Z

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=arxiv_source observed=2026-05-19T23:09:56.130802Z digest=sha256:7a44f53996035e6d542e05f94db641ff667ab2cd8ecefe78880f0dba71f1f7a4

Observation 7d1118b9-8b36-4de9-b373-6d3fb5f69a63 · inbound

DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents cites this paper.

DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 47

Resolution
metadata mismatch
local_arxiv, observed 2026-05-20T13:08:17.868769Z

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=arxiv_source observed=2026-05-20T13:05:38.485058Z digest=sha256:9d209b4f59a0c980f07ce8485a9712986971cf10d64dcaf5ec4b9f476765e379

Observation c756d375-944c-4725-8051-febe9e348588 · inbound

MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents cites this paper.

MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:58:15.052412Z

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=2026-05-20T11:55:36.734758Z digest=sha256:c1437591769616a965d869072c9363cf1505aa3c6896955fa0587c12a8295847

Observation 2d2e817a-9fb5-4e86-a35b-3a27363b109c · inbound

DRIVE: Modeling Skills at the Reasoning and Interaction Levels for Web Agents under Continual Learning cites this paper.

DRIVE: Modeling Skills at the Reasoning and Interaction Levels for Web Agents under Continual Learning Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-07-01T09:05:36.679252Z

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=2026-07-01T09:01:22.412685Z digest=sha256:e9850906bfb600da036ff1c0b6070e647279e69cfe795b95f5a3e02935fcc80e

Observation 4b71b842-1f95-4b7a-83e0-201f7bbc538b · inbound

GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning cites this paper.

GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-06-28T22:52:44.753598Z

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=arxiv_source observed=2026-06-28T22:52:04.755523Z digest=sha256:dca5349543803e4469e55f39764517e27210eb5941c602037a6ab09581d19bb7

Observation 6bff79e4-8bdd-42fc-b1bc-ea62ac306f02 · inbound

Zamba2-VL Technical Report cites this paper.

Zamba2-VL Technical Report Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 130

Resolution
verified exact
local_arxiv, observed 2026-07-01T19:26:00.692256Z

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=2026-06-28T22:34:20.970856Z digest=sha256:8c81092b979e078de73887c67941885a0d7a8b15c5ebd68d3672c092348bde38

Observation 65244c57-75c7-4176-b138-98f50716e6b0 · inbound

DragOn: A Benchmark and Dataset for Drag-Based GUI Interactions cites this paper.

DragOn: A Benchmark and Dataset for Drag-Based GUI Interactions Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-06-28T01:41:29.379294Z

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=arxiv_source observed=2026-06-28T01:37:45.812577Z digest=sha256:b42e4967b89e0b14716cd354420eb96bc8651ff5bc772421d468be105af85148

Observation 0a2988c1-d9b4-4695-b0ea-f579bcd5fb7b · inbound

GUI-AC: Enhancing Continual Learning in GUI Agents cites this paper.

GUI-AC: Enhancing Continual Learning in GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-07-03T04:27:36.610811Z

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=2026-06-27T13:56:09.049753Z digest=sha256:a3f6611c6308ea32a3e0a07166dac6ac79e884a28fe346d87965da3e7f305320

Observation 623ba8a8-8461-4193-817c-04ab87c9f2ff · inbound

GUI-AC: Enhancing Continual Learning in GUI Agents cites this paper.

GUI-AC: Enhancing Continual Learning in GUI Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-12T14:27:05.589465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T14:27:05.589465Z digest=sha256:9ade29cfd40eccfbc38d9cef7fa425528f81763f9a9d1b783e8fef158dc42b7f

Observation ffd8730a-d5ef-4414-930b-2f7130adf2f0 · inbound

InstanceControl: Controllable Complex Image Generation without Instance Labeling cites this paper.

InstanceControl: Controllable Complex Image Generation without Instance Labeling Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 10

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T10:15:45.069831Z

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=2026-07-01T05:37:41.030752Z digest=sha256:d2e85b0c5400bf8eb01b51efe4b897efc9c2e7458e52d5244418faa58e190d82

Observation 33f473d4-e0e8-4825-8b6e-65aeb4b337d0 · inbound

SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL cites this paper.

SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-14T06:25:23.264527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T06:25:23.264527Z digest=sha256:f36794ad9c5924c8353423939431846d0a6a19e2fb5ed919c0db7967c3ec7f78