UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding
Fuente:
arXiv
Saved in:
| Main Authors: | Tang, Fei, Chen, Bofan, Lu, Zhengxi, Chen, Tongbo, Nong, Songqin, Jiang, Tao, Xu, Wenhao, Lu, Weiming, Xiao, Jun, Zhuang, Yueting, Shen, Yongliang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
by: Tang, Fei, et al.
Published: (2025)
by: Tang, Fei, et al.
Published: (2025)
ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents
by: Tang, Fei, et al.
Published: (2026)
by: Tang, Fei, et al.
Published: (2026)
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
by: Du, Yong, et al.
Published: (2025)
by: Du, Yong, et al.
Published: (2025)
Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems
by: Tang, Fei, et al.
Published: (2025)
by: Tang, Fei, et al.
Published: (2025)
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning
by: Lu, Zhengxi, et al.
Published: (2025)
by: Lu, Zhengxi, et al.
Published: (2025)
CRAFT-GUI: Curriculum-Reinforced Agent For GUI Tasks
by: Nong, Songqin, et al.
Published: (2025)
by: Nong, Songqin, et al.
Published: (2025)
UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization
by: Lu, Zhengxi, et al.
Published: (2026)
by: Lu, Zhengxi, et al.
Published: (2026)
AdaZoom-GUI: Adaptive Zoom-based GUI Grounding with Instruction Refinement
by: Pei, Siqi, et al.
Published: (2026)
by: Pei, Siqi, et al.
Published: (2026)
Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning
by: Wang, Aozhe, et al.
Published: (2026)
by: Wang, Aozhe, et al.
Published: (2026)
A Survey on (M)LLM-Based GUI Agents
by: Tang, Fei, et al.
Published: (2025)
by: Tang, Fei, et al.
Published: (2025)
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow
by: Zhang, Wenqi, et al.
Published: (2023)
by: Zhang, Wenqi, et al.
Published: (2023)
MobileFlow: A Multimodal LLM For Mobile GUI Agent
by: Nong, Songqin, et al.
Published: (2024)
by: Nong, Songqin, et al.
Published: (2024)
GroundAct: Can LLM Agents Ground Actions in Environmental States?
by: Wang, Zixuan, et al.
Published: (2025)
by: Wang, Zixuan, et al.
Published: (2025)
Zoom in, Click out: Unlocking and Evaluating the Potential of Zooming for GUI Grounding
by: Jiang, Zhiyuan, et al.
Published: (2025)
by: Jiang, Zhiyuan, et al.
Published: (2025)
Aria-UI: Visual Grounding for GUI Instructions
by: Yang, Yuhao, et al.
Published: (2024)
by: Yang, Yuhao, et al.
Published: (2024)
UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis
by: Liu, Xinyi, et al.
Published: (2025)
by: Liu, Xinyi, et al.
Published: (2025)
SparkUI-Parser: Enhancing GUI Perception with Robust Grounding and Parsing
by: Jing, Hongyi, et al.
Published: (2025)
by: Jing, Hongyi, et al.
Published: (2025)
Self-Distilled Agentic Reinforcement Learning
by: Lu, Zhengxi, et al.
Published: (2026)
by: Lu, Zhengxi, et al.
Published: (2026)
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
by: Zhang, Wenqi, et al.
Published: (2024)
by: Zhang, Wenqi, et al.
Published: (2024)
Hierarchical Budget Policy Optimization for Adaptive Reasoning
by: Lyu, Shangke, et al.
Published: (2025)
by: Lyu, Shangke, et al.
Published: (2025)
LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization
by: Wu, Xingyu, et al.
Published: (2025)
by: Wu, Xingyu, et al.
Published: (2025)
EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering
by: Xu, Haolei, et al.
Published: (2025)
by: Xu, Haolei, et al.
Published: (2025)
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning
by: Chen, Liangyu, et al.
Published: (2025)
by: Chen, Liangyu, et al.
Published: (2025)
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
by: Zhang, Wenqi, et al.
Published: (2025)
by: Zhang, Wenqi, et al.
Published: (2025)
GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection
by: Wu, Zheng, et al.
Published: (2026)
by: Wu, Zheng, et al.
Published: (2026)
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
by: Ge, Zhiqi, et al.
Published: (2024)
by: Ge, Zhiqi, et al.
Published: (2024)
UI-AGILE: Advancing GUI Agents with Effective Reinforcement Learning and Precise Inference-Time Grounding
by: Lian, Shuquan, et al.
Published: (2025)
by: Lian, Shuquan, et al.
Published: (2025)
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
by: Zhang, Wenqi, et al.
Published: (2024)
by: Zhang, Wenqi, et al.
Published: (2024)
GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts
by: Yuan, Fan, et al.
Published: (2025)
by: Yuan, Fan, et al.
Published: (2025)
TaskBench: Benchmarking Large Language Models for Task Automation
by: Shen, Yongliang, et al.
Published: (2023)
by: Shen, Yongliang, et al.
Published: (2023)
How Auxiliary Reasoning Unleashes GUI Grounding in VLMs
by: Li, Weiming, et al.
Published: (2025)
by: Li, Weiming, et al.
Published: (2025)
SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models
by: Li, Hongxing, et al.
Published: (2025)
by: Li, Hongxing, et al.
Published: (2025)
Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts
by: Xu, Haolei, et al.
Published: (2026)
by: Xu, Haolei, et al.
Published: (2026)
AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees
by: Li, Yuankai, et al.
Published: (2026)
by: Li, Yuankai, et al.
Published: (2026)
UI-TARS: Pioneering Automated GUI Interaction with Native Agents
by: Qin, Yujia, et al.
Published: (2025)
by: Qin, Yujia, et al.
Published: (2025)
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation
by: Chen, Siqi, et al.
Published: (2025)
by: Chen, Siqi, et al.
Published: (2025)
Falcon-UI: Understanding GUI Before Following User Instructions
by: Shen, Huawen, et al.
Published: (2024)
by: Shen, Huawen, et al.
Published: (2024)
ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models
by: Li, Dingming, et al.
Published: (2025)
by: Li, Dingming, et al.
Published: (2025)
Zoomer: Adaptive Image Focus Optimization for Black-box MLLM
by: Qian, Jiaxu, et al.
Published: (2025)
by: Qian, Jiaxu, et al.
Published: (2025)
Let LRMs Break Free from Overthinking via Self-Braking Tuning
by: Zhao, Haoran, et al.
Published: (2025)
by: Zhao, Haoran, et al.
Published: (2025)
Similar Items
-
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
by: Tang, Fei, et al.
Published: (2025) -
ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents
by: Tang, Fei, et al.
Published: (2026) -
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
by: Du, Yong, et al.
Published: (2025) -
Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems
by: Tang, Fei, et al.
Published: (2025) -
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning
by: Lu, Zhengxi, et al.
Published: (2025)