Paper Citation Record · LEDGER

UItron: Foundational GUI Agent with Advanced Perception and Planning

As of 8 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 2 inbound Pith citation observations for arXiv:2508.21767.

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

pith.paper-citation-record.v1
2508.21767 v1

Coverage vector

measured 87 of 87 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:03:42.908902Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T06:39:12.591090Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T06:44:19.169722Z

Reference resolution

87 of 87 outbound references displayed

verified exact0
verified fuzzy27
unresolved60
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0d69d21-f1ae-45dc-9d00-0e340fb4c8a2 · outbound

This paper cites GPT-4 Technical Report.

UItron: Foundational GUI Agent with Advanced Perception and Planning GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:33.538980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6f701dd-9c2e-4b15-9482-68242e9d2f5d · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

UItron: Foundational GUI Agent with Advanced Perception and Planning Flamingo: a visual language model for few-shot learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:33.617425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d45241-8b3f-43ad-9dae-8fff7fc3a7e1 · outbound

This paper cites Introducing claude 4.5.

UItron: Foundational GUI Agent with Advanced Perception and Planning Introducing claude 4.5

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:33.694354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c39f7cba-adc8-4ebb-aa73-0411545d3aae · outbound

This paper cites UIBert: Learning Generic Multimodal Representations for UI Understanding.

UItron: Foundational GUI Agent with Advanced Perception and Planning UIBert: Learning Generic Multimodal Representations for UI Understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:33.812832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 855a1aab-9416-4e41-8c9c-40b1199ba147 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

UItron: Foundational GUI Agent with Advanced Perception and Planning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:33.919650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4ff8ce-55a6-4ade-9cb9-32534f5a835d · outbound

This paper cites Qwen2.5-VL Technical Report.

UItron: Foundational GUI Agent with Advanced Perception and Planning Qwen2.5-VL Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.084847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdae2497-ade0-4352-9ea5-addb3e55a872 · outbound

This paper cites Less is more: Empowering gui agent with context-aware simplification.

UItron: Foundational GUI Agent with Advanced Perception and Planning Less is more: Empowering gui agent with context-aware simplification

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.220262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f65a0b2-c7f3-4021-9f79-277a0b1b0540 · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

UItron: Foundational GUI Agent with Advanced Perception and Planning ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.344201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f71e6950-48a4-4984-b0c7-e1d885281507 · outbound

This paper cites Sharegpt4v: Improving large multi-modal models with better captions.

UItron: Foundational GUI Agent with Advanced Perception and Planning Sharegpt4v: Improving large multi-modal models with better captions

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.451821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30034a8-5026-4441-bd90-f90dac289471 · outbound

This paper cites WebSRC: A Dataset for Web-Based Structural Reading Comprehension.

UItron: Foundational GUI Agent with Advanced Perception and Planning WebSRC: A Dataset for Web-Based Structural Reading Comprehension

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.568239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f22c5b1-9dda-492b-9ae7-3e015f02b972 · outbound

This paper cites How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites.

UItron: Foundational GUI Agent with Advanced Perception and Planning How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.669456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a4b8f1c-3e36-42b0-818f-dd7cefbcec7f · outbound

This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.

UItron: Foundational GUI Agent with Advanced Perception and Planning Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.744484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8746eb1d-c42b-4aa7-9c89-6947dedee560 · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.827520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06779e24-e15a-4e58-8c57-c21cce06fe5c · outbound

This paper cites Instructblip: Towards general-purpose vision-language models with instruction tuning.

UItron: Foundational GUI Agent with Advanced Perception and Planning Instructblip: Towards general-purpose vision-language models with instruction tuning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:34.916478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a7c4549-6527-4fef-a610-288348e09a2e · outbound

This paper cites Mind2web: Towards a generalist agent for the web.

UItron: Foundational GUI Agent with Advanced Perception and Planning Mind2web: Towards a generalist agent for the web

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:35.004785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6812dd17-0c21-4515-906f-905c958f15e2 · outbound

This paper cites Agentic Reinforced Policy Optimization.

UItron: Foundational GUI Agent with Advanced Perception and Planning Agentic Reinforced Policy Optimization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:35.137303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b538481b-6cd3-44e9-b13b-ea84b49e3258 · outbound

This paper cites Anytool: Self-reflective, hierarchical agents for large-scale api calls.

UItron: Foundational GUI Agent with Advanced Perception and Planning Anytool: Self-reflective, hierarchical agents for large-scale api calls

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:49.333811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 760610a2-7f01-4369-a153-2a9130497819 · outbound

This paper cites LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model.

UItron: Foundational GUI Agent with Advanced Perception and Planning LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:35.284774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae78032-f63c-4ed5-872c-1c8bce4a4de6 · outbound

This paper cites Clova: A closed-loop visual assistant with tool usage and update.

UItron: Foundational GUI Agent with Advanced Perception and Planning Clova: A closed-loop visual assistant with tool usage and update

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:49.139543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be969026-1080-480f-be9d-de3684abff1e · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:35.453578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2b5f17a-de96-42a1-a1c6-613e7b8f5bf1 · outbound

This paper cites Navigating the digital world as humans do: Universal visual grounding for GUI agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning Navigating the digital world as humans do: Universal visual grounding for GUI agents

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:48.985263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bb625f5b-40ec-4d2e-bbe4-0e1569ea1f65 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

UItron: Foundational GUI Agent with Advanced Perception and Planning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:35.626309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28ade166-9d20-4a20-a2c6-5e656d96b080 · outbound

This paper cites Seed1.5-VL Technical Report.

UItron: Foundational GUI Agent with Advanced Perception and Planning Seed1.5-VL Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:35.711374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9aca33a-e40f-437d-a090-357d1b30163e · outbound

This paper cites A real-world webagent with planning, long context understanding, and program synthesis.

UItron: Foundational GUI Agent with Advanced Perception and Planning A real-world webagent with planning, long context understanding, and program synthesis

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:48.835280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ddc3ab7-77c2-46e4-97d1-0472dd957509 · outbound

This paper cites Webvoyager: Building an end-to-end web agent with large multimodal models.

UItron: Foundational GUI Agent with Advanced Perception and Planning Webvoyager: Building an end-to-end web agent with large multimodal models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:48.707007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d553005-e1c9-420b-b4b4-1b473da1fe59 · outbound

This paper cites Cogagent: A visual language model for gui agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning Cogagent: A visual language model for gui agents

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:48.552477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0e29f73-7b5d-445c-8086-484baac47e2f · outbound

This paper cites ScaleTrack: Scaling and back-tracking Automated GUI Agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning ScaleTrack: Scaling and back-tracking Automated GUI Agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:36.108694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99d2af1-b601-487e-8683-bb5d27ba2fa2 · outbound

This paper cites GPT-4o System Card.

UItron: Foundational GUI Agent with Advanced Perception and Planning GPT-4o System Card

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:36.229304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d32a489-e9f5-435d-a754-79783c59a254 · outbound

This paper cites Autowebglm: A large language model- based web navigating agent.

UItron: Foundational GUI Agent with Advanced Perception and Planning Autowebglm: A large language model- based web navigating agent

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:48.410898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09f38a08-f546-40db-b379-9b4c2177cea9 · outbound

This paper cites On the effects of data scale on ui control agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning On the effects of data scale on ui control agents

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:36.425224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3c1b63-986e-40ef-b7ee-689226b0f1ef · outbound

This paper cites Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements.

UItron: Foundational GUI Agent with Advanced Perception and Planning Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:36.515602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f262b36-8e2c-483b-8522-4c25d4ea4e98 · outbound

This paper cites Monkey: Image resolution and text label are important things for large multi-modal models.

UItron: Foundational GUI Agent with Advanced Perception and Planning Monkey: Image resolution and text label are important things for large multi-modal models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:48.241053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab134299-bbb6-4739-9ae2-cef941f91858 · outbound

This paper cites Showui: One vision-language-action model for gui visual agent.

UItron: Foundational GUI Agent with Advanced Perception and Planning Showui: One vision-language-action model for gui visual agent

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:48.097753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb791081-93da-45f3-9806-526018eca752 · outbound

This paper cites Robust function-calling for on-device language model via function masking.

UItron: Foundational GUI Agent with Advanced Perception and Planning Robust function-calling for on-device language model via function masking

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:47.970400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce61665b-6cdf-40dd-8472-b29e6e7d9fa6 · outbound

This paper cites SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models.

UItron: Foundational GUI Agent with Advanced Perception and Planning SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:36.883503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d1ee62b-4ae9-4dd7-b5c3-3abf5b811c8e · outbound

This paper cites Improved baselines with visual instruction tuning.

UItron: Foundational GUI Agent with Advanced Perception and Planning Improved baselines with visual instruction tuning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:36.943460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5fdcbe7-5132-4df1-a6bd-89b35b2369bc · outbound

This paper cites Llavanext: Improved reasoning, ocr, and world knowledge, 2024.

UItron: Foundational GUI Agent with Advanced Perception and Planning Llavanext: Improved reasoning, ocr, and world knowledge, 2024

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:36.978302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4328df01-ec42-4dda-90b3-4bbf76993ddf · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems , 36:34892–34916, 2023.

UItron: Foundational GUI Agent with Advanced Perception and Planning Visual instruction tuning.Advances in neural information processing systems , 36:34892–34916, 2023

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:47.762428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b25f00b4-c5d9-43e1-905a-cbd8d0dbea5d · outbound

This paper cites Harnessing Webpage UIs for Text-Rich Visual Understanding.

UItron: Foundational GUI Agent with Advanced Perception and Planning Harnessing Webpage UIs for Text-Rich Visual Understanding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.173489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5edcc879-91b4-4fd9-928a-13aad209714d · outbound

This paper cites VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?.

UItron: Foundational GUI Agent with Advanced Perception and Planning VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.262733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3559a37-e498-4777-88da-b416b7b06583 · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.320336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 288be2f6-8c46-4c3e-8380-e01a27934577 · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.385963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d3f3d3b-3cb9-48d1-aafa-6f54afdd1af1 · outbound

This paper cites Gui odyssey: A comprehensive dataset for cross-app gui navigation on mobile devices.

UItron: Foundational GUI Agent with Advanced Perception and Planning Gui odyssey: A comprehensive dataset for cross-app gui navigation on mobile devices

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:47.612571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5f03ca3-ac5e-46fa-93c4-e254643c4c7f · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.541848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5651147-3293-4445-8199-53da594bbeea · outbound

This paper cites Cheap and quick: Efficient vision-language instruction tuning for large language models.

UItron: Foundational GUI Agent with Advanced Perception and Planning Cheap and quick: Efficient vision-language instruction tuning for large language models

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:47.444292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b810ea1-551b-4820-a8a3-e357f76c1035 · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.668009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09bd9904-5a44-486a-95f7-606a3a9c4f5f · outbound

This paper cites Operator.

UItron: Foundational GUI Agent with Advanced Perception and Planning Operator

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:47.291523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1e8b13e1-e45b-4518-88c0-30d191205138 · outbound

This paper cites Training language models to follow instructions with human feedback.

UItron: Foundational GUI Agent with Advanced Perception and Planning Training language models to follow instructions with human feedback

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.787274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d68375a-ba01-444f-a9eb-e50eea97b88c · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.873984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4118af10-7346-4600-9927-64b71403e4d0 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

UItron: Foundational GUI Agent with Advanced Perception and Planning Direct preference optimization: Your language model is secretly a reward model

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:47.125964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 567a7d70-6655-458a-b9c4-12359a1292c7 · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:37.990109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b271abc2-f19b-4abb-a113-6e4bdd4d0847 · outbound

This paper cites PandaGPT: One Model To Instruction-Follow Them All.

UItron: Foundational GUI Agent with Advanced Perception and Planning PandaGPT: One Model To Instruction-Follow Them All

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:38.078159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df055fb5-71a3-4c1a-9797-10ab1ceb2e50 · outbound

This paper cites Gui-xplore: Empowering generalizable gui agents with one exploration.

UItron: Foundational GUI Agent with Advanced Perception and Planning Gui-xplore: Empowering generalizable gui agents with one exploration

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:46.958182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f413252f-cf85-40f6-9133-68aaa4edb887 · outbound

This paper cites GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding.

UItron: Foundational GUI Agent with Advanced Perception and Planning GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:38.136641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6f3ca2-f778-41ca-90fc-45d84d121cf8 · outbound

This paper cites Kimi K2: Open Agentic Intelligence.

UItron: Foundational GUI Agent with Advanced Perception and Planning Kimi K2: Open Agentic Intelligence

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:38.237024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b46fc82-4abd-4853-97b1-90303e44b913 · outbound

This paper cites Appworld: A controllable world of apps and people for benchmarking interactive coding agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning Appworld: A controllable world of apps and people for benchmarking interactive coding agents

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:46.757454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23145d64-29d2-4e91-b9e5-a38b6832d331 · outbound

This paper cites Llms in the imagi- narium: Tool learning through simulated trial and error.

UItron: Foundational GUI Agent with Advanced Perception and Planning Llms in the imagi- narium: Tool learning through simulated trial and error

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:46.596297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a8d5f0d5-a4b0-4106-a68a-5824764c9cde · outbound

This paper cites To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning.

UItron: Foundational GUI Agent with Advanced Perception and Planning To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:38.489435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f114ae8-0778-46be-8654-ed2c7e1f8a0a · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

UItron: Foundational GUI Agent with Advanced Perception and Planning Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:38.584518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629581a7-2030-46e3-bbfd-2147b7c6962c · outbound

This paper cites Cogvlm: Visual expert for pretrained language models.

UItron: Foundational GUI Agent with Advanced Perception and Planning Cogvlm: Visual expert for pretrained language models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:38.708379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe83264-48e9-4c83-a973-bdd33b93e968 · outbound

This paper cites Visionllm: Large language model is also an open-ended decoder for vision-centric tasks.

UItron: Foundational GUI Agent with Advanced Perception and Planning Visionllm: Large language model is also an open-ended decoder for vision-centric tasks

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:46.387349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 38d97d83-39ad-40c8-96e3-088ff2e540d0 · outbound

This paper cites Opencua: Open foundations for computer-use agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning Opencua: Open foundations for computer-use agents

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:39.071139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d84f28-fdee-4965-a977-335a8e70c92d · outbound

This paper cites Self-Instruct: Aligning Language Models with Self-Generated Instructions.

UItron: Foundational GUI Agent with Advanced Perception and Planning Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:39.199262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d69a72f9-641b-4a3c-b272-2168ac4e5d8d · outbound

This paper cites Trove: inducing verifiable and efficient toolboxes for solving programmatic tasks.

UItron: Foundational GUI Agent with Advanced Perception and Planning Trove: inducing verifiable and efficient toolboxes for solving programmatic tasks

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:46.208263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36c7b81a-4a37-445c-a41e-43c07a2755d7 · outbound

This paper cites Webagent-r1: Training web agents via end-to-end multi-turn reinforcement learning.

UItron: Foundational GUI Agent with Advanced Perception and Planning Webagent-r1: Training web agents via end-to-end multi-turn reinforcement learning

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:39.504290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82d16b5c-9bfb-4436-9e02-c5f289e3fef9 · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:39.709877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd64f217-4dd2-478a-8d77-e5fe0c49f5c2 · outbound

This paper cites Os-atlas: Foundation action model for generalist gui agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning Os-atlas: Foundation action model for generalist gui agents

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:46.044598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a583c9d5-28b1-4ecb-a702-9cd44aef4fcd · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

UItron: Foundational GUI Agent with Advanced Perception and Planning DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:39.992500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4be06175-7769-4f45-933f-65d33508cc2e · outbound

This paper cites Gui-explorer: Autonomous exploration and mining of transition-aware knowledge for gui agent.

UItron: Foundational GUI Agent with Advanced Perception and Planning Gui-explorer: Autonomous exploration and mining of transition-aware knowledge for gui agent

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:45.878778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62e53a4f-a81a-4aa7-b67a-08d1b74882f7 · outbound

This paper cites Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments, 2024.

UItron: Foundational GUI Agent with Advanced Perception and Planning Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments, 2024

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:40.340141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aef1054d-4fbc-4468-b809-c7f8d1e06e8d · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:40.466745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc2c2647-8f36-47ed-b135-16ef3eb66880 · outbound

This paper cites Aguvis: Unified pure vision agents for autonomous gui interaction.

UItron: Foundational GUI Agent with Advanced Perception and Planning Aguvis: Unified pure vision agents for autonomous gui interaction

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:45.645913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd42051f-35e2-4888-b8c3-a9f4fecda87a · outbound

This paper cites ZeroGUI: Automating Online GUI Learning at Zero Human Cost.

UItron: Foundational GUI Agent with Advanced Perception and Planning ZeroGUI: Automating Online GUI Learning at Zero Human Cost

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:40.879710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a99fde75-f70e-48c1-947c-bef5727810a4 · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

UItron: Foundational GUI Agent with Advanced Perception and Planning Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:41.032023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e56570eb-221f-4f7c-ace3-6f2b0a2af77f · outbound

This paper cites Gpt4tools: Teaching large language model to use tools via self-instruction.

UItron: Foundational GUI Agent with Advanced Perception and Planning Gpt4tools: Teaching large language model to use tools via self-instruction

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:41.230124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a526b738-76e2-4122-a55e-d6ad4ae3ddd3 · outbound

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

UItron: Foundational GUI Agent with Advanced Perception and Planning Aria-UI: Visual Grounding for GUI Instructions

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:41.366344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fc7dc3e-740f-4503-9b65-6e6e68d3dab4 · outbound

This paper cites Aria- UI: Visual grounding for GUI instructions.

UItron: Foundational GUI Agent with Advanced Perception and Planning Aria- UI: Visual grounding for GUI instructions

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:45.451357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b411257b-d8e2-438a-a89b-229effcfba10 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

UItron: Foundational GUI Agent with Advanced Perception and Planning mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:41.688479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a64586-5de5-4352-8e35-f37af58328d6 · outbound

This paper cites Easytool: Enhancing llm-based agents with concise tool instruction.

UItron: Foundational GUI Agent with Advanced Perception and Planning Easytool: Enhancing llm-based agents with concise tool instruction

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:45.278159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a8af02e-f26f-4fff-a43c-8c9384e381e7 · outbound

This paper cites Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning.

UItron: Foundational GUI Agent with Advanced Perception and Planning Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:41.909815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f1a25a-2cab-46d9-afd8-016ee001ce8f · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

UItron: Foundational GUI Agent with Advanced Perception and Planning Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:42.043710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8b49d4-5382-4bcd-8b31-912e7f577a99 · outbound

This paper cites Android in the zoo: Chain-of-action-thought for gui agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning Android in the zoo: Chain-of-action-thought for gui agents

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:45.139788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dacd2a35-9a0e-4316-9616-a685d3374b26 · outbound

This paper cites LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention.

UItron: Foundational GUI Agent with Advanced Perception and Planning LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:42.310388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf016dd9-9872-4f92-810c-f5c459c27917 · outbound

This paper cites You only look at screens: Multimodal chain-of-action agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning You only look at screens: Multimodal chain-of-action agents

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:03:44.972152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02ac1d36-1fd9-4d7d-b985-926a985ef2f2 · outbound

This paper cites Spurious Forgetting in Continual Learning of Language Models.

UItron: Foundational GUI Agent with Advanced Perception and Planning Spurious Forgetting in Continual Learning of Language Models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:42.556978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81a93904-8385-4f72-b6b0-8fe508846bf6 · outbound

This paper cites GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents.

UItron: Foundational GUI Agent with Advanced Perception and Planning GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:42.737650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36066019-9682-4599-a104-b749c010a94d · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

UItron: Foundational GUI Agent with Advanced Perception and Planning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:42.908902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fbbf436f-b70c-4506-b40a-ddfaecffeb03 · inbound

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

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants UItron: Foundational GUI Agent with Advanced Perception and Planning

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:31:29.476347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70e2cdc5-7f4e-439a-893b-ad94354b4a9c · inbound

GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots cites this paper.

GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots UItron: Foundational GUI Agent with Advanced Perception and Planning

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:44:19.171367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.