3 papers
cs.SE2026
WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing
Yujia Fan, Sinan Wang, Zebang Fei +3
Multi-agent reinforcement learning (MARL)-based techniques have shown promise for GUI testing. However, as the complexity of modern GUI software increases, existing MARL-based appr…
cs.SE2025
Multi-agent Assisted Automatic Test Generation for Java JSON Libraries
Sinan Wang, Zhiyuan Zhong, Shaojin Wen +1
JSON is a widely used format for data exchange between applications. In the Java ecosystem, JSON libraries serve as fundamental toolkits for processing JSON data, powering real-wor…
cs.SE2024
Leveraging Large Vision Language Model For Better Automatic Web GUI Testing
Siyi Wang, Sinan Wang, Yujia Fan +2
With the rapid development of web technology, more and more software applications have become web-based in the past decades. To ensure software quality and user experience, various…