Papers by Michito Takeshita
A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy Reduction (2026.acl-srw)
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| Challenge: | Existing approaches to grounding GUI environments are categorized into image-based and text-based representations. |
| Approach: | They propose a framework that transforms linearized accessibility trees into compact and structured representations. |
| Outcome: | The proposed framework reduces input tokens to 22% of the original while improving task success rates by 5.1 percentage points on average. |