Publications
A collection of my research work.
SwipeGen: Bridging the Execution Gap in GUI Agents via Human-like Swipe Synthesis
Xuan Wang*, Siyuan Su*, Quantong Fu*, Yongxiang Hu, Yangfan Zhou
arXiv, Computer Vision and Pattern Recognition (cs.CV), 2601.18305
This work decomposes human swipe gestures into multiple quantifiable dimensions and proposes an automated pipeline SwipeGen to synthesize human-like swipe interactions through GUI exploration and proposes GUISwiper, a GUI agent with enhanced interaction execution capabilities.
From Redundancy to Efficiency: Exploiting Shared UI Interactions towards Efficient LLM-Based Testing
Xuan Wang, Yingchuan Wang, Yongxiang Hu, Yu Zhang, Hailiang Jin, Shiyu Guo, Juxing Yuan, Yangfan Zhou
2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE'25)
TestWeaver exploits shared UI interactions across test cases to enhance the efficiency of LLM-based UI testing agents, significantly reducing costs and improving testing speed.
KuiTest: Leveraging Knowledge in the Wild as GUI Testing Oracle for Mobile Apps
Yongxiang Hu, Yu Zhang, Xuan Wang, Yingjie Liu, Shiyu Guo, Chaoyi Chen, Xin Wang, Yangfan Zhou
2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP'25)
KuiTest leverages knowledge in the wild from large language models as a rule-free UI testing oracle to automatically detect functional bugs in mobile apps.
AUITestAgent: Automatic Requirements Oriented GUI Function Testing
Yongxiang Hu, Xuan Wang, Yingchuan Wang, Yu Zhang, Shiyu Guo, Chaoyi Chen, Xin Wang, Yangfan Zhou
arXiv, Software Engineering (cs.SE), 2407.09018
AUITestAgent is the first automatic, natural language-driven GUI testing tool for mobile apps, capable of fully automating the entire process of GUI interaction and function verification.
AutoConsis: Automatic GUI-driven Data Inconsistency Detection of Mobile Apps
Yongxiang Hu, Hailiang Jin, Xuan Wang, Jiazhen Gu, Shiyu Guo, Chaoyi Chen, Xin Wang, Yangfan Zhou
Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP'24)
A tool for automatic GUI-driven data inconsistency detection in mobile apps, evaluated on real-world commercial apps.