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Ya-Qi Yu

4 accepted papers

2025

Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective

AAAI 2025technical

Recent Large Vision-Language Models (LVLMs) have shown promising reasoning capabilities on text-rich images from charts, tables, and documents. However, the abundant text within such images may increase the model's sensitivity to language. This raises the need to evaluate LVLM performance on cross-…

2025

UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents

EMNLP 2025

Graphical User Interface (GUI) agents are expected to precisely operate on the screens of digital devices. Existing GUI agents merely depend on current visual observations and plain-text action history, ignoring the significance of history screens. To mitigate this issue, we propose **UI-Hawk**, a m