Papers by Yinchuan Li

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Papers by Yinchuan Li

ACL

2025.acl-long

Transition-aware Knowledge Extractor
screen-operation logic
AndroidWorld
SOTA agents
https://github.com/JiuTian-VL/GUI-explorer
task success rate
Autonomous Exploration of Function-aware Trajectory
systematic exploration
unsupervised analysis
knowledge extraction

2025

Low-Resource NLP

1 papers

GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent (2025.acl-long)

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Bin Xie, Rui Shao, Gongwei Chen, Kaiwen Zhou, Yinchuan Li, Jie Liu, Min Zhang, Liqiang Nie

Low-Resource NLP

Challenge:	GUI automation is a key challenge in dynamic environments.
Approach:	They propose a training-free GUI agent that integrates two mechanisms to explore trajectories in GUIs.
Outcome:	The proposed GUI-explorer shows significant improvements over existing agents.

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