Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:29:15.618756Z
Paper Citation Record · LEDGER
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
As of 15 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 23 inbound Pith citation observations for arXiv:2507.15846.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:25:46.549728Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T04:27:36.550370Z
Reference resolution
55 of 55 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved51
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cfb3d76f-23fe-4c90-993a-be9e88c00a22 · outbound
This paper cites write newline.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:10.219218Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a841dc17-d610-418e-b3e8-67a4ac8946d7 · outbound
This paper cites Scott MacKenzie and.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Scott MacKenzie and
Reference 2
- Resolution
- verified exact
- doi, observed 2026-08-06T15:29:15.799992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d2529b76-b6a2-4328-b54a-ffa5262c2720 · outbound
This paper cites Claude computer use.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Claude computer use
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:29:17.476780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6e2e139f-9e48-4b0a-8016-d9d71abfbacf · outbound
This paper cites UIBert: Learning Generic Multimodal Representations for UI Understanding.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding UIBert: Learning Generic Multimodal Representations for UI Understanding
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:10.457231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6d67830-80e1-4159-a5af-195d24567256 · outbound
This paper cites Qwen2.5-VL Technical Report.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Qwen2.5-VL Technical Report
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:10.535623Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26a23c22-537f-4b30-ae53-705d3a51a6bf · outbound
This paper cites SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:10.603170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15e5c02e-dead-4faa-94b4-e9a22d8a4058 · outbound
This paper cites SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:10.672747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be0adba9-20ef-472d-b36b-c663a4fd6ff8 · outbound
This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:10.749265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d15f718-ad49-48a4-a1fa-bbc9b6ccdca7 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:10.860990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43c1f3da-f982-4c2d-b24c-62add1716d82 · outbound
This paper cites PP-OCR: A Practical Ultra Lightweight OCR System.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding PP-OCR: A Practical Ultra Lightweight OCR System
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:10.924094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09d62b29-acc6-43eb-95e4-0aee5d0f30a2 · outbound
This paper cites Video-R1: Reinforcing Video Reasoning in MLLMs.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Video-R1: Reinforcing Video Reasoning in MLLMs
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.031018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce379213-1364-4e5e-b3f3-bbfbede9a6f9 · outbound
This paper cites an unresolved cited work.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:29:17.157010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9f8c2f29-6c29-41f4-8f9e-11ab5e3e45b7 · outbound
This paper cites Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.227906Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0f6657d-6789-4ca2-a6f7-4dcdb6d7b6c8 · outbound
This paper cites CogAgent: A Visual Language Model for GUI Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding CogAgent: A Visual Language Model for GUI Agents
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.323765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c732badb-4df7-4e89-a90a-2acca775998e · outbound
This paper cites AppAgentX: Evolving GUI Agents as Proficient Smartphone Users.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding AppAgentX: Evolving GUI Agents as Proficient Smartphone Users
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.402976Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7f61966-a81b-4d9c-8f7a-5c5b478bdf16 · outbound
This paper cites OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.480666Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 273973e5-936e-4bb0-9dc4-e72815f05aa3 · outbound
This paper cites Segment Anything.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Segment Anything
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.606483Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f09af597-431b-42c9-a7c8-ef3f9ac3a595 · outbound
This paper cites Screenspot-pro: Gui grounding for professional high-resolution computer use, 2025.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Screenspot-pro: Gui grounding for professional high-resolution computer use, 2025
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:29:16.902546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d362171e-e73e-4904-b07d-e9edd3320297 · outbound
This paper cites Appagent v2: Advanced agent for flexible mobile interactions, 2024.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Appagent v2: Advanced agent for flexible mobile interactions, 2024
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.763894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 502ea755-018e-4996-ba99-3175a3291e2c · outbound
This paper cites ShowUI: One Vision-Language-Action Model for GUI Visual Agent.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding ShowUI: One Vision-Language-Action Model for GUI Visual Agent
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.808864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f218925c-d143-4016-ae99-81d6b8f3f703 · outbound
This paper cites AutoGLM: Autonomous Foundation Agents for GUIs.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding AutoGLM: Autonomous Foundation Agents for GUIs
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:11.941243Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07a35a64-28e5-4766-96c1-c7b8b82dda9c · outbound
This paper cites Video compression commander: Plug-and-play inference acceleration for video large language models, 2025 a.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Video compression commander: Plug-and-play inference acceleration for video large language models, 2025 a
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:12.034088Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cd86f85-a3fc-4300-b13b-cb084199b985 · outbound
This paper cites Global compression commander: Plug-and-play inference acceleration for high-resolution large vision-language models, 2025 b.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Global compression commander: Plug-and-play inference acceleration for high-resolution large vision-language models, 2025 b
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:12.182328Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 490c55de-aa0a-40df-ad79-657b4fa16486 · outbound
This paper cites Shifting ai efficiency from model-centric to data-centric compression, 2025 c.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Shifting ai efficiency from model-centric to data-centric compression, 2025 c
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:12.289008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee1a01fe-001d-49dc-bce9-d819027e3b5e · outbound
This paper cites InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:12.464360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d598997-a322-4e89-9e7b-ba45894f9818 · outbound
This paper cites OmniParser for Pure Vision Based GUI Agent.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding OmniParser for Pure Vision Based GUI Agent
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:12.593265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf4d3d93-65dc-4233-a776-b367a9003c19 · outbound
This paper cites UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:12.726840Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9120cf11-14dd-4d5c-87e5-b2626bdfeadb · outbound
This paper cites GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:12.890852Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 982ee31e-f684-49c8-82c7-5606c525099d · outbound
This paper cites Introducing gpt-4o.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Introducing gpt-4o
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:29:16.636695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 33db5205-2414-40f4-8619-305f3f958326 · outbound
This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:13.144984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc6530d4-26ef-45ba-a76f-c686209f91cc · outbound
This paper cites Android in the Wild: A Large-Scale Dataset for Android Device Control.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Android in the Wild: A Large-Scale Dataset for Android Device Control
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:13.277582Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24d1b1ce-3df5-47ed-81f1-c779200c85d5 · outbound
This paper cites Spurious Rewards: Rethinking Training Signals in RLVR.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Spurious Rewards: Rethinking Training Signals in RLVR
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:13.444701Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c17518f-af9e-4b45-aaf5-40e323eb0e0d · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:13.545100Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 913fb2d2-2331-4df0-a6f0-d84dd68b38a6 · outbound
This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:13.665258Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a7a0f0c-7ed2-4066-a844-22e75838e384 · outbound
This paper cites HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:13.750395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 096b7375-8be7-47d8-ba0c-6531c5fa50dc · outbound
This paper cites OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:13.868166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8fc6fe2-8051-4c0e-b9b8-fff3ce394af5 · outbound
This paper cites Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:13.951019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bd522b7-1d8a-4dc0-915b-d60ec4a0ec72 · outbound
This paper cites A Survey on (M)LLM-Based GUI Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding A Survey on (M)LLM-Based GUI Agents
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.038103Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bd90bd5-38a2-4655-b876-ae9c3cbf4b7c · outbound
This paper cites LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.128421Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d92d75d9-fc97-4f53-a7ef-dc90178d2113 · outbound
This paper cites Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.207149Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ceb45ec-ccfd-4012-afa0-18dc18fce2a2 · outbound
This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.284181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc4b263e-5cd7-4173-87ed-ebc4f1eb556f · outbound
This paper cites Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.407027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e9aaecb-bf98-42a0-9185-0392efc90e5b · outbound
This paper cites GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.499267Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e12923f5-7034-4400-a974-7ad4b13539bd · outbound
This paper cites OS-ATLAS: A Foundation Action Model for Generalist GUI Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.604419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 067450e3-4db5-4b56-b62d-199fb2ae6006 · outbound
This paper cites Scaling computer-use grounding via user interface decomposition and synthesis, 2025.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Scaling computer-use grounding via user interface decomposition and synthesis, 2025
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.730910Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 472b31ff-5c52-4181-99df-ba022d39b157 · outbound
This paper cites Aria-UI: Visual Grounding for GUI Instructions.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Aria-UI: Visual Grounding for GUI Instructions
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.837522Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8c783f7-705f-44ad-ad69-8a6229bcfcc5 · outbound
This paper cites Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:14.964572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a90f8172-4ac7-4da0-b40d-d865f3fa3f0d · outbound
This paper cites UFO: A UI-Focused Agent for Windows OS Interaction.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding UFO: A UI-Focused Agent for Windows OS Interaction
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:15.047928Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ece5a936-743c-45c9-98a0-8d5e9b869f82 · outbound
This paper cites Large Language Model-Brained GUI Agents: A Survey.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Large Language Model-Brained GUI Agents: A Survey
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:15.138006Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 894f153f-d9e1-49d8-91d5-52c7a7add5a6 · outbound
This paper cites UFO2: The Desktop AgentOS.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding UFO2: The Desktop AgentOS
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:15.224317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94e2f890-aba1-4a1c-a4cf-e5ce70bb2d3b · outbound
This paper cites AppAgent: Multimodal Agents as Smartphone Users.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding AppAgent: Multimodal Agents as Smartphone Users
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:15.303236Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 992887c7-383d-4171-a4e2-18995fec3ebd · outbound
This paper cites GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:15.387692Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 109b445c-69ef-4723-a79c-4ad7764a645b · outbound
This paper cites @esa (Ref.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding @esa (Ref
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:15.469946Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51f15066-02c7-4065-947d-9313825e646b · outbound
This paper cites an unresolved cited work.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding Unresolved cited work
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:15.549016Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81bfbef6-dfb5-4870-9091-0a9aaa46748c · outbound
This paper cites s1: Simple test-time scaling.
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding s1: Simple test-time scaling
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:15.618756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation efee8467-2e75-4412-b4ee-714b52fea9a2 · inbound
SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control cites this paper.
SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:18:56.155953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f413252f-cf85-40f6-9133-68aaa4edb887 · inbound
UItron: Foundational GUI Agent with Advanced Perception and Planning cites this paper.
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 034aab47-f9dc-4002-ad2a-431e1ca81233 · inbound
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents cites this paper.
VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T18:06:42.772686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 53be6d6f-9409-4118-bba7-1654810394f2 · inbound
RISK: A Framework for GUI Agents in E-commerce Risk Management cites this paper.
RISK: A Framework for GUI Agents in E-commerce Risk Management GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:31:25.044770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 36372f2d-9431-4e3c-b97d-148e44eb41cd · inbound
Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning cites this paper.
Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:02:43.391591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abf08a80-530f-4f86-9830-16c0557a9ab9 · inbound
GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding cites this paper.
GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T00:30:24.763113Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fe4186c-0dfd-4355-9368-bcb0d02d2150 · inbound
Grounding Computer Use Agents on Human Demonstrations cites this paper.
Grounding Computer Use Agents on Human Demonstrations GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T23:06:05.083240Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37e2c66c-84cb-4965-84a3-2ebdf66a680f · inbound
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL cites this paper.
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:51:44.048532Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88032ec2-714f-4b05-9079-8763d8ee5b93 · inbound
Where and How to Prune: An Empirical Study of Visual Token Pruning for GUI Agent Navigation cites this paper.
Where and How to Prune: An Empirical Study of Visual Token Pruning for GUI Agent Navigation GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T00:03:20.145333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 604730cc-928b-413a-8bf1-ce7d391670d6 · inbound
UIPress: Bringing Optical Token Compression to UI-to-Code Generation cites this paper.
UIPress: Bringing Optical Token Compression to UI-to-Code Generation GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:00:59.452378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f30003e1-420e-4334-92f3-993fa85efe91 · inbound
PrecisionCUA: Iterative Visual Refinement for Pixel-Precise Cursor Grounding in Code Editors cites this paper.
PrecisionCUA: Iterative Visual Refinement for Pixel-Precise Cursor Grounding in Code Editors GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:36:01.497346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6c81d8de-6339-491f-9de1-9baf657e6845 · inbound
PrecisionCUA: Iterative Visual Refinement for Pixel-Precise Cursor Grounding in Code Editors cites this paper.
PrecisionCUA: Iterative Visual Refinement for Pixel-Precise Cursor Grounding in Code Editors GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T21:01:02.036287Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54e87d44-dc40-4a61-94aa-3e1d386f0f75 · inbound
RiskWebWorld: A Realistic Interactive Benchmark for GUI Agents in E-commerce Risk Management cites this paper.
RiskWebWorld: A Realistic Interactive Benchmark for GUI Agents in E-commerce Risk Management GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:45:28.641447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 797937a4-da08-4583-9b4b-1e0a415cbbce · inbound
Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding cites this paper.
Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 66
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T14:16:05.748563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dd546c68-a43a-4522-ba6b-2879d09a02ff · inbound
OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents cites this paper.
OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:56:11.695039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 42ddbbbc-130e-45dc-bbfc-694e8453456f · inbound
GUI Agents with Reinforcement Learning: Toward Digital Inhabitants cites this paper.
GUI Agents with Reinforcement Learning: Toward Digital Inhabitants GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:31:29.625306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9eaa4ae0-4aa7-490b-bdea-7521e3a19556 · inbound
BAMI: Training-Free Bias Mitigation in GUI Grounding cites this paper.
BAMI: Training-Free Bias Mitigation in GUI Grounding GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T19:16:10.127140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ec96acac-9179-430e-963a-19160453fc54 · inbound
Covering Human Action Space for Computer Use: Data Synthesis and Benchmark cites this paper.
Covering Human Action Space for Computer Use: Data Synthesis and Benchmark GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T05:27:19.036790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation afd07059-1ca5-4cc8-ae9c-526a52720cfd · inbound
Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents cites this paper.
Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T12:53:26.742380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c07b79ef-7233-436f-af44-2f097f8b1ac4 · inbound
GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning cites this paper.
GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T22:52:44.729993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 240651ba-7bca-49e9-b692-15f41f13cf98 · inbound
GUI-AC: Enhancing Continual Learning in GUI Agents cites this paper.
GUI-AC: Enhancing Continual Learning in GUI Agents GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T04:27:36.552244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 257d1b62-4a96-4e18-8427-a5a11379b2e9 · inbound
GUI-AC: Enhancing Continual Learning in GUI Agents cites this paper.
GUI-AC: Enhancing Continual Learning in GUI Agents GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T14:27:05.589465Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78a3c9c8-e395-4d03-a441-3d99cb0b9e9f · inbound
DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? cites this paper.
DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Reference 105
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:25:46.549728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.