Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T04:09:41.494136Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 100 of 120 outbound references and 78 inbound Pith citation observations for arXiv:2412.04454.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T04:09:41.494136Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:30:49.631836Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T10:39:44.899694Z
100 of 120 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f2e2544a-1d39-4bad-b5db-7eb1e148fff2 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence , title =
Reference 1
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 76bb3a74-eafa-4bdb-b11d-1e997ce6efbd · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Bucker and Lawrence Jang and Zack Hui , journal =
Reference 2
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 d6a11e6f-2db7-4967-8f57-6ed5795e1e59 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? , url =
Reference 3
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 29e6ec1e-e169-43f8-b267-b90323e4e13a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents , url =
Reference 4
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 959eaf54-a605-41cd-98d1-425237ddaad3 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Unresolved cited work
Reference 5
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 e5a5cee5-cd2f-41f7-be25-91b8a167df69 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models , year =
Reference 6
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 40f116c5-4eed-4dde-9100-50a3abd93b64 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction GUICourse: From General Vision Language Models to Versatile GUI Agents , url =
Reference 7
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 1caf81f7-77bf-4411-be00-38974807e686 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction SeeClick: Harnessing
Reference 8
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 5a822507-606e-42f1-a064-7188ef70333d · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution , url =
Reference 9
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 3c160085-028b-46df-9ff9-cec042a06348 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Unresolved cited work
Reference 10
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 adbf12f1-c933-4a0d-9c77-94443e679416 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Mind2Web: Towards a Generalist Agent for the Web , year =
Reference 11
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 ad61746f-9229-40dd-a121-5f500a3ade8d · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Laradji and Manuel Del Verme and Tom Marty and Léo Boisvert and Megh Thakkar and Quentin Cappart and David Vazquez and Nicolas Chapados and Alexandre Lacoste , journal =
Reference 12
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 d2346ff0-a7b6-43e5-9e3a-df553bed5e54 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction CoRR , volume =
Reference 13
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 4c414773-87d6-4ead-a389-b1fc84d942a0 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Huang and Mustafa Safdari and Yutaka Matsuo and Douglas Eck and Aleksandra Faust , booktitle =
Reference 14
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 e7f029af-85d8-4fa5-b9e2-278f1fb7f92b · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Cogagent: A visual language model for gui agents , year =
Reference 15
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 3fac8935-d659-48b0-b1a7-8c567fb93caa · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Inner monologue: Embodied reasoning through planning with language models , url =
Reference 16
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 c95ffdb2-d671-4673-a612-e90100984141 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web , url =
Reference 17
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 d057f54d-38c8-45d4-a1ae-c9d23eaf6f6e · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Language Models can Solve Computer Tasks , year =
Reference 18
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 906196ac-e8bd-4e2b-b49e-6a8cbaff3e7a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Tree Search for Language Model Agents , url =
Reference 19
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 5f3988c3-a047-476f-a159-4ee22ae43aa3 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , title =
Reference 20
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 c67836cf-9801-4e93-8183-2c694b9de450 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction ArXiv preprint , title =
Reference 21
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 789fd080-5c95-4ef6-9dac-a0840c65fab0 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent , url =
Reference 22
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 0e61e2e7-d077-4a3e-9f18-41c4586c24f0 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Mapping Natural Language Instructions to Mobile
Reference 23
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 e4ca0940-1442-4763-96d3-3972aa96e98e · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements , url =
Reference 24
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 864ee184-d232-4617-ac44-d6eb17da1735 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction On the Effects of Data Scale on Computer Control Agents , url =
Reference 25
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 b420bba0-9ac6-42cc-81bd-39f1507aaebe · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Llava-onevision: Easy visual task transfer , url =
Reference 26
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 ac516a6d-08b2-4aa8-9425-ddc4a455d562 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Decoupled Weight Decay Regularization , url =
Reference 27
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 e5ac27fd-a2d9-4d6b-a50c-1e4aa2ca05c1 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices , url =
Reference 28
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 6ab49f91-baa2-45fa-9100-783619954311 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction OmniParser for Pure Vision Based GUI Agent , url =
Reference 29
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 54ec6639-1049-4cfb-846f-efcddf46af7e · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Webgpt: Browser-assisted question-answering with human feedback , url =
Reference 30
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 1737f429-3a97-471f-8158-65b7c4489d4a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction ScreenAgent: A Vision Language Model-driven Computer Control Agent , url =
Reference 31
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 994805b6-e5ec-4e36-8a7b-278d0a1afe8f · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction WebCanvas: Benchmarking Web Agents in Online Environments , url =
Reference 32
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 b98ccc3e-f360-46a6-b0e6-6de111620a7d · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Unresolved cited work
Reference 33
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 aaacfe29-07a2-4009-99de-9dfcff027b3e · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Agent q: Advanced reasoning and learning for autonomous ai agents , url =
Reference 34
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 488f8744-8b97-4741-936a-13a87c6c33e1 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Unresolved cited work
Reference 35
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 e599e5da-68dc-499e-b0ad-39f3693728e4 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction PyTorch: An Imperative Style, High-Performance Deep Learning Library , url =
Reference 36
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 d00b2f99-0830-4d2d-9068-2ca04905ee0c · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution , url =
Reference 37
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 3dfea7db-734f-41bb-b8ac-191e6aed1939 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction ZeRO: memory optimizations toward training trillion parameter models , year =
Reference 38
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 90f3994f-7c76-4f22-bed3-e158d3065019 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Androidinthewild: A large-scale dataset for android device control , year =
Reference 39
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 0e2747a9-bcb8-4ecf-9476-f2ca3ef50ab8 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents , url =
Reference 40
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 960e7ea7-504f-4ad2-88bb-7dc3543c2c1a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context , url =
Reference 41
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 f4fb73e4-0f0b-4db5-aaf4-b4963138092d · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Roformer: Enhanced transformer with rotary position embedding , year =
Reference 42
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 fb120b39-39ef-4af3-97dc-2cf203530b2b · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution , url =
Reference 43
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 acaf5d30-fee3-4d0f-bcda-210f986db37c · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction ArXiv preprint , title =
Reference 44
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 a8e21458-838f-4056-b437-576d9e5e1155 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Unresolved cited work
Reference 45
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 89c60716-bedf-49c6-bcdb-05096954c430 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction WebUI: A Dataset for Enhancing Visual UI Understanding with Web Semantics , year =
Reference 46
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 723d9116-0705-4e2e-a36c-77f0efc04cad · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments , url =
Reference 47
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 72caf175-cd5d-4ac2-8caf-ff34c7d5904c · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Unresolved cited work
Reference 48
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 67c22ff4-2549-4f05-a5e9-6c171e4c633a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Lemur: Harmonizing Natural Language and Code for Language Agents , year =
Reference 49
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 74daca23-7074-40b6-b796-9d0e768b1a7e · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V , url =
Reference 50
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 a606a716-4da2-4796-a693-9a107825bbcd · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , title =
Reference 51
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 1da7bd8d-2b2a-4c0b-8d08-34c5d1b09dbd · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction AgentTuning: Enabling Generalized Agent Abilities for LLMs , year =
Reference 52
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 5b36482f-aeef-4b3b-8857-088fe2f89c50 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Xiaoyan Zhang and Zhao Yang and Jiaxuan Liu and Yucheng Han and Xin Chen and Zebiao Huang and Bin Fu and Gang Yu , journal =
Reference 53
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 5b669984-4e28-4ba4-a129-4220ec429127 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Android in the zoo: Chain-of-action-thought for gui agents , url =
Reference 54
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 66ee093a-ac7e-4b10-8810-f561cd56b84e · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction xLAM: A Family of Large Action Models to Empower AI Agent Systems , url =
Reference 55
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 db6586e7-6b50-4aed-9057-bd35fae28ee2 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction You Only Look at Screens: Multimodal Chain-of-Action Agents , year =
Reference 56
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 aa746742-74fe-44c8-94f6-eac695aa4847 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction GPT-4V(ision) is a Generalist Web Agent, if Grounded , year =
Reference 57
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 4929919c-21e3-451f-a6b6-7519d0cc64d3 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control , year =
Reference 58
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 bb9b8e19-795c-4853-899e-5f5cae347ae4 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Xu and Hao Zhu and Xuhui Zhou and Robert Lo and Abishek Sridhar and Xianyi Cheng and Tianyue Ou and Yonatan Bisk and Daniel Fried and Uri Alon and Graham Neubig , booktitle =
Reference 59
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 88b1c4d9-de8e-48e5-b9dc-b2c3341ff891 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Qwen2.5-VL Technical Report , journal =
Reference 62
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 feaf7437-73ac-4389-9636-b40bff8dd88b · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction 2024 , eprint=
Reference 63
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 a97140e0-c922-41d3-868c-267fe520fe51 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction 2023 , eprint=
Reference 64
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 3e96df5d-9e0b-46f5-84f5-abdbe81a7650 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Findings of the Association for Computational Linguistics
Reference 66
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 098ee90e-4907-4cc7-8dea-b28edf8ec7e9 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Unresolved cited work
Reference 67
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 e32932d2-bdec-412a-92b9-e7896e46cda0 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Qwen2.5-VL Technical Report
Reference 68
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 42e82956-24a6-4cd1-a535-5a611c483400 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Unresolved cited work
Reference 69
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 ee8b7b91-7dcb-45f5-8ae3-8d784c227329 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
Reference 70
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 cbc2dd8d-58dc-4c9c-95be-b3ec4b8df280 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents
Reference 71
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 7dcc62fe-0948-4c94-942d-30ee1f804b8a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction GUICourse: From General Vision Language Models to Versatile GUI Agents
Reference 72
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 dbf3dc5f-04ef-452f-b47e-d9e69ed2731a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 73
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 5b4914c4-9a4e-4186-8256-3c1d26ef6f0c · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction SeeClick: Harnessing GUI grounding for advanced visual GUI agents
Reference 74
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 30682552-5cf8-4c71-98dd-c76d6aa030b7 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
Reference 75
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 e06055e3-f7f9-4ebd-939e-d02c9a64bbf5 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Rico: A mobile app dataset for building data-driven design applications
Reference 76
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 f958ada6-be70-4838-bb0e-9bdfd17c733c · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Mind2web: Towards a generalist agent for the web
Reference 77
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 d7c56122-5ac9-446f-88a7-dea5c424dc88 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
Reference 78
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 b66e63d6-84e1-4fe0-8271-8d31b55fa58c · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
Reference 79
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 44e3f3f0-395d-4db3-87a6-bf162eb1a441 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction V., Safdari, M., Matsuo, Y., Eck, D., and Faust, A
Reference 80
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 162f32f6-0229-4bec-ac0f-fd934129b1c5 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Cogagent: A visual language model for gui agents
Reference 81
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 f397bdae-563a-4e76-a662-c53dd527f67a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Inner Monologue: Embodied Reasoning through Planning with Language Models
Reference 82
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 654e6822-a1a4-446b-b063-c704bbd5e252 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web
Reference 83
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 55863d55-4d16-4d72-bf4d-ccc1053a1b7f · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Language models can solve computer tasks
Reference 84
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 987b5d90-b2e5-4db9-8468-26c75d585e51 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Y., Lo, R., Jang, L., Duvvur, V., Lim, M
Reference 85
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 f5385a81-eb5a-414a-b79d-8daf147a5efc · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Tree search for language model agents
Reference 86
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 c7a69f9e-2150-4c81-ae2e-4d2320c644e2 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction AutoWebGLM: A Large Language Model-based Web Navigating Agent
Reference 87
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 1ea11bc5-4b4f-455c-9579-39a22dbbaec1 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction LLaVA-OneVision: Easy Visual Task Transfer
Reference 88
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 606fdc9c-3cc0-42a4-8ab6-7d67b3e14302 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction A Zero-Shot Language Agent for Computer Control with Structured Reflection
Reference 89
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 b2d196ba-ad95-46c9-9f5f-ccbf42cb61df · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction MUG: interactive multimodal grounding on user interfaces
Reference 90
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 4561843a-cda5-4eb4-ab48-96fc1f9428f1 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction On the Effects of Data Scale on UI Control Agents
Reference 91
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 8222bf7d-f35a-4a95-91d0-138d3fddfbec · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Mapping natural language instructions to mobile UI action sequences
Reference 92
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 a01adfcd-7459-4dc3-a8e1-98781fdac839 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Widget captioning: Generating natural language description for mobile user interface elements
Reference 93
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 9e79cbb3-80ad-4611-8189-1bdb9acfeee5 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction and Hutter, F
Reference 94
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 86fb95c3-ff52-4bf1-814f-f1667f47fe29 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
Reference 95
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 56c2f6ec-af9e-470e-ac45-5e234ef4870a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Weblinx: Real-world website navigation with multi-turn dialogue
Reference 96
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 e2461376-bef3-49a4-b41e-c23a5b884999 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction OmniParser for Pure Vision Based GUI Agent
Reference 97
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 616707d4-403e-4ea6-b318-ce21d97b3120 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Playwright for python documentation
Reference 98
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 42a83759-8cbd-4b06-b6f9-55fe5eb534bc · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction WebGPT: Browser-assisted question-answering with human feedback
Reference 99
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 9acd069b-db3a-4aa9-829e-fb4c5b2c310a · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction ScreenAgent: A Vision Language Model-driven Computer Control Agent
Reference 100
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 9be01424-871b-4187-9a20-61108f9ea2d3 · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Hello gpt-4o
Reference 101
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 31ffb36b-c096-4a41-8caf-e2fd2817f40c · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction WebCanvas: Benchmarking Web Agents in Online Environments
Reference 102
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 67a14cf3-74cb-408a-aef0-af0821b7841c · outbound
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Pytorch: An imperative style, high-performance deep learning library
Reference 103
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 ba64a905-922b-48a2-9960-8a1454f08fc7 · inbound
Large Language Model-Brained GUI Agents: A Survey Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 244
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 131b2951-5c04-4194-a5fb-cfb22dc2291d · inbound
Qwen2.5-VL Technical Report Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 35
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 642040bf-3f7d-48fc-aa3d-2925f678b824 · inbound
UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 16
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 166de529-9176-4477-aaf9-1b07671838b7 · inbound
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 54
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 6a7192aa-5e27-4ae5-bfd2-cb79ac6de4ac · inbound
MedBrowseComp: Benchmarking Medical Deep Research and Computer Use Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1869da82-5ed6-4b7a-aa66-7245c09974f4 · inbound
ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 626fa1f5-74b8-46ef-9239-43aa507071c8 · inbound
GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca674936-63b4-4926-aa11-f4c6420fc5b6 · inbound
ARPO:End-to-End Policy Optimization for GUI Agents with Experience Replay Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a6a36ef-b5cf-4007-84c6-d943abba95e4 · inbound
ProgRM: Build Better GUI Agents with Progress Rewards Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3725fa04-4eae-44f7-9e8d-9e1c688ce59e · inbound
UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97ad8368-262c-479c-8e01-f593cccf9a0a · inbound
AdInject: Real-World Black-Box Attacks on Web Agents via Advertising Delivery Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4afc0e4a-aa01-4960-8f21-c4987f2023d7 · inbound
ZeroGUI: Automating Online GUI Learning at Zero Human Cost Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2ca67bb-415e-46f5-98e8-32e0ef0a2cc3 · inbound
EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8533e62d-43e3-46bb-b774-7a5334ef1cef · inbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dbfab8a-e111-4091-8d2a-76d09e757829 · inbound
RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b940e2a0-ab9d-487c-ae4c-5a991da57c58 · inbound
DPO Learning with LLMs-Judge Signal for Computer Use Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bb9c3c0-dfb5-4ccf-8300-0e9528a68a1e · inbound
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c68946e-d713-4c77-a7f8-b444e217f206 · inbound
MiMo-VL Technical Report Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60f5e96d-bf52-4690-8688-f0c863f9efcb · inbound
GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f40b8c8-a93a-4918-a518-b39157dca0fd · inbound
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30b34fbe-fbbf-4060-8d29-ee17119870ef · inbound
Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74b3fa9a-365a-4482-98b3-6fcd528a75cc · inbound
Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79cdfd1a-f5ed-4f33-b727-164f03fc2486 · inbound
Mobile-R1: Towards Interactive Capability for VLM-Based Mobile Agent via Systematic Training Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 22
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 ffa7ece6-be0e-4642-ae6d-871d955bb696 · inbound
ZonUI-3B: A Lightweight Vision-Language Model for Cross-Resolution GUI Grounding Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e1c3e98-e0b6-4134-9096-42c8ac8fd3f9 · inbound
GTA1: GUI Test-time Scaling Agent Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 9
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 ccc1c81d-e153-4fea-8971-201308eb5f28 · inbound
Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a898384-213d-401b-a14d-73c3b5eaef7e · inbound
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 158
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 3a10d33a-8219-4629-be6d-f6b3f46e4223 · inbound
SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aef1054d-4fbc-4468-b809-c7f8d1e06e8d · inbound
UItron: Foundational GUI Agent with Advanced Perception and Planning Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1828ce06-2366-41ec-a450-18bcf600ff8c · inbound
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 77
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 05b268ee-9e9a-4069-85da-ba16ba02202b · inbound
Learning Active Perception via Self-Evolving Preference Optimization for GUI Grounding Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 031b8f12-9632-4596-8a1d-443d04cbd995 · inbound
SparkUI-Parser: Enhancing GUI Perception with Robust Grounding and Parsing Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e720cd0e-8089-4c82-a08c-10bbe34846c1 · inbound
RISK: A Framework for GUI Agents in E-commerce Risk Management Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 24
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 be7f25e2-e031-4af3-a856-cf9d225e1f76 · inbound
SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 51
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 817c591a-c643-4ed2-97ec-09bae27a07b3 · inbound
MGA: Memory-Driven GUI Agent for Observation-Centric Interaction Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 36
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 0e964a66-9ee1-4bc8-8765-d8f7d59c875f · inbound
Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 252f6a0b-9823-4e5e-8632-07d32cdee3da · inbound
Grounding Computer Use Agents on Human Demonstrations Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1917eb36-4d27-43d9-9bb7-e1cb9471b477 · inbound
MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 46
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 c468d43c-7345-4d56-a899-4224df2ca8b5 · inbound
MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a34dc5f-c1a0-4eed-b629-801b3db4f87a · inbound
EchoTrail-GUI: Building Actionable Memory for GUI Agents via Critic-Guided Self-Exploration Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 32
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 d286df89-6e52-4a56-b1fa-f010a337e4a6 · inbound
What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 4
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 85d559b3-0250-4477-aedd-91320933fde8 · inbound
Towards Scalable Lightweight GUI Agents via Multi-role Orchestration Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 7
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 8af58bef-99f6-4a28-a9f4-cc2ac6e81310 · inbound
UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 23
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 39d52ee4-b5ac-4b60-a0a8-c1b0a0fddebc · inbound
Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 63
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 c438a439-7789-4a51-ad9c-311946ae700f · inbound
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
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 73edb98a-7d3d-4ab3-ae58-033c8eb52ed2 · inbound
SOLAR-RL: Semi-Online Long-horizon Assignment Reinforcement Learning Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 23
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 f70bb9d0-5701-4ab4-8d65-c47722527ebe · inbound
Benchmarking and Improving GUI Agents in High-Dynamic Environments Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 40
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 ef2d0615-04d0-407b-ad9b-a30c42a128f7 · inbound
Benchmarking and Improving GUI Agents in High-Dynamic Environments Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 40
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 9de526b7-cb09-4d58-aafd-ae0abca39088 · inbound
BAMI: Training-Free Bias Mitigation in GUI Grounding Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 33
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 778c72a8-7f09-4f01-bd9c-45d06e9f9540 · inbound
Covering Human Action Space for Computer Use: Data Synthesis and Benchmark Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 31
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 2576be81-125b-4597-a31d-20feacea09cb · inbound
Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 120
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 27d1dbff-8cfe-4c66-8eb4-41fa6010bf8e · inbound
Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 120
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 f045a6a0-c2b4-4a3f-92fc-8cad5db46dc5 · inbound
DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 44
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 5ab6af78-621e-4955-9df9-c9212c98ae2a · inbound
WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 19
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 e88fa7a4-c2d4-4a30-af8b-9611af4ca397 · inbound
SE-GA: Memory-Augmented Self-Evolution for GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 45
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 d14a201d-754f-40d4-9226-ae31fc98640e · inbound
DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 46
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 2a11114b-513c-4bc7-84c1-276ad8a69d7a · inbound
DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 46
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 705cb296-434f-432f-8acf-2333d90d1f29 · inbound
AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 33
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 39f42e5e-dd1f-4196-a9af-b383c7affb97 · inbound
CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 14
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 34cf2edc-f2cd-4837-a5f3-c09abd3f11ec · inbound
ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 3
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 25e0d5d9-9d5e-4534-b044-a98413646293 · inbound
CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 31
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 382b8ca1-4a8f-49e4-bc29-20bd62712d91 · inbound
Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 36
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 7ec56a28-4e37-4981-9e3b-8b99bff4fc76 · inbound
GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 40
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 8f8bed3b-4c2d-48ad-9d01-fc0160fc8016 · inbound
Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 30
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 045f0561-ef05-4383-b820-5ea605ff435f · inbound
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 49
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 6ce8e332-1b8b-4216-bdb5-3d9ec34668cd · inbound
Fara-1.5: Scalable Learning Environments for Computer Use Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 1
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 ed3f2367-f06f-474d-b10c-4ab63c75a4a4 · inbound
Fara-1.5: Scalable Learning Environments for Computer Use Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90027f85-47e0-4175-a4c6-894c2568a6ec · inbound
AOHP: An Open-Source OS-Level Agent Harness for Personalized, Efficient and Secure Interaction Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 24
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 dfcca4f4-a580-4ffe-9978-5882cfa39644 · inbound
OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 96
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 b3808190-0ec6-444f-9d97-d718f0bf7772 · inbound
OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 96
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b37185bf-b6df-47e5-ab79-e27355c355e0 · inbound
GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 45
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 dfef1565-72e4-4817-a963-e773fed78c16 · inbound
One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 153
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 152d980f-0c88-4e87-9a1c-f450a1bec014 · inbound
Learning from Failure: Inference-Time Self-Improvement for Computer-Use Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 28
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 52fcbd7f-b571-44c3-a811-779cf80e0391 · inbound
Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d6d3349-a716-4847-ba23-f604a29b0dae · inbound
Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b741be2-ce4e-4b85-84f5-7a8161ac1c68 · inbound
Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42e5d86a-ecea-4b51-8e88-209b45cab508 · inbound
StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6894ec54-6ea5-4f31-8001-3e3768d27588 · inbound
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 164
Source-reported events for the cited work
Unavailable: canonical work link unavailable.