How Auxiliary Reasoning Unleashes GUI Grounding in VLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Weiming, Shao, Yan, Yang, Jing, Lu, Yujing, Zhong, Ling, Wang, Yuhan, Duan, Manni |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs
by: Lin, Jiaping, et al.
Published: (2026)
by: Lin, Jiaping, 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)
Learning GUI Grounding with Spatial Reasoning from Visual Feedback
by: Zhao, Yu, et al.
Published: (2025)
by: Zhao, Yu, et al.
Published: (2025)
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
by: Du, Yong, et al.
Published: (2025)
by: Du, Yong, et al.
Published: (2025)
POINTS-GUI-G: GUI-Grounding Journey
by: Zhao, Zhongyin, et al.
Published: (2026)
by: Zhao, Zhongyin, et al.
Published: (2026)
AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning
by: Jiang, Bo, et al.
Published: (2025)
by: Jiang, Bo, et al.
Published: (2025)
UIPro: Unleashing Superior Interaction Capability For GUI Agents
by: Li, Hongxin, et al.
Published: (2025)
by: Li, Hongxin, et al.
Published: (2025)
Probing the Reliability of Driving VLMs: From Inconsistent Responses to Grounded Temporal Reasoning
by: Chang, Chun-Peng, et al.
Published: (2026)
by: Chang, Chun-Peng, et al.
Published: (2026)
Attention to the Burstiness in Visual Prompt Tuning!
by: Wang, Yuzhu, et al.
Published: (2025)
by: Wang, Yuzhu, et al.
Published: (2025)
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
by: Tang, Fei, et al.
Published: (2025)
by: Tang, Fei, et al.
Published: (2025)
UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding
by: Tang, Fei, et al.
Published: (2026)
by: Tang, Fei, et al.
Published: (2026)
AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs
by: Li, Hongxin, et al.
Published: (2025)
by: Li, Hongxin, et al.
Published: (2025)
GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning
by: Li, Junlong, et al.
Published: (2026)
by: Li, Junlong, et al.
Published: (2026)
Exploiting Auxiliary Caption for Video Grounding
by: Li, Hongxiang, et al.
Published: (2023)
by: Li, Hongxiang, et al.
Published: (2023)
Med-R2: An Adversarial Benchmark for Evidence-Grounded Reasoning in Medical VLMs
by: Ma, Wen, et al.
Published: (2026)
by: Ma, Wen, et al.
Published: (2026)
VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization
by: Cheng, Junhao, et al.
Published: (2026)
by: Cheng, Junhao, et al.
Published: (2026)
Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels
by: Zong, Yongshuo, et al.
Published: (2025)
by: Zong, Yongshuo, et al.
Published: (2025)
Chain-of-Ground: Improving GUI Grounding via Iterative Reasoning and Reference Feedback
by: Li, Aiden Yiliu, et al.
Published: (2025)
by: Li, Aiden Yiliu, et al.
Published: (2025)
vMFCoOp: Towards Equilibrium on a Unified Hyperspherical Manifold for Prompting Biomedical VLMs
by: Shao, Minye, et al.
Published: (2025)
by: Shao, Minye, et al.
Published: (2025)
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing
by: Fang, Rongyao, et al.
Published: (2025)
by: Fang, Rongyao, et al.
Published: (2025)
BAMI: Training-Free Bias Mitigation in GUI Grounding
by: Zhang, Borui, et al.
Published: (2026)
by: Zhang, Borui, et al.
Published: (2026)
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)
On the Robustness of GUI Grounding Models Against Image Attacks
by: Zhao, Haoren, et al.
Published: (2025)
by: Zhao, Haoren, et al.
Published: (2025)
GUI-ARP: Enhancing Grounding with Adaptive Region Perception for GUI Agents
by: Ye, Xianhang, et al.
Published: (2025)
by: Ye, Xianhang, et al.
Published: (2025)
DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning
by: Wu, Hang, et al.
Published: (2025)
by: Wu, Hang, et al.
Published: (2025)
Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation
by: Li, Yiheng, et al.
Published: (2025)
by: Li, Yiheng, et al.
Published: (2025)
GUI-Rise: Structured Reasoning and History Summarization for GUI Navigation
by: Liu, Tao, et al.
Published: (2025)
by: Liu, Tao, 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)
GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents
by: Li, Yang, et al.
Published: (2026)
by: Li, Yang, et al.
Published: (2026)
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
by: Wu, Qianhui, et al.
Published: (2025)
by: Wu, Qianhui, et al.
Published: (2025)
CLGRPO: Reasoning Ability Enhancement for Small VLMs
by: Wang, Fanyi, et al.
Published: (2025)
by: Wang, Fanyi, et al.
Published: (2025)
VRIQ: Benchmarking and Analyzing Visual-Reasoning IQ of VLMs
by: Khezresmaeilzadeh, Tina, et al.
Published: (2026)
by: Khezresmaeilzadeh, Tina, et al.
Published: (2026)
MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents
by: Wang, Xuehui, et al.
Published: (2025)
by: Wang, Xuehui, et al.
Published: (2025)
Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning
by: Zhang, Shaojie, et al.
Published: (2025)
by: Zhang, Shaojie, et al.
Published: (2025)
Multimodal 3D Reasoning Segmentation with Complex Scenes
by: Jiang, Xueying, et al.
Published: (2024)
by: Jiang, Xueying, et al.
Published: (2024)
GoClick: Lightweight Element Grounding Model for Autonomous GUI Interaction
by: Li, Hongxin, et al.
Published: (2026)
by: Li, Hongxin, et al.
Published: (2026)
TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers
by: Yu, Bin, et al.
Published: (2026)
by: Yu, Bin, et al.
Published: (2026)
MVP: Multiple View Prediction Improves GUI Grounding
by: Zhang, Yunzhu, et al.
Published: (2025)
by: Zhang, Yunzhu, et al.
Published: (2025)
WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments
by: Zhao, Haoren, et al.
Published: (2026)
by: Zhao, Haoren, et al.
Published: (2026)
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)
Similar Items
-
What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs
by: Lin, Jiaping, et al.
Published: (2026) -
AdaZoom-GUI: Adaptive Zoom-based GUI Grounding with Instruction Refinement
by: Pei, Siqi, et al.
Published: (2026) -
Learning GUI Grounding with Spatial Reasoning from Visual Feedback
by: Zhao, Yu, et al.
Published: (2025) -
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
by: Du, Yong, et al.
Published: (2025) -
POINTS-GUI-G: GUI-Grounding Journey
by: Zhao, Zhongyin, et al.
Published: (2026)