Yingren Chen

Title: Innovations of Yingren Chen in Android App Testing

Introduction

Yingren Chen is a notable inventor based in Fuzhou, China. He has made significant contributions to the field of software testing, particularly in the development of innovative methods for Android applications. His work focuses on enhancing the efficiency and effectiveness of app testing through advanced techniques.

Latest Patents

Yingren Chen holds a patent for a "Curiosity-driven Android app automatic testing method." This method includes several key steps: first, a pre-processing assembly that abstracts the state of an Android app based on its interface structure; second, a curiosity-driven reinforcement learning module that maintains a historical access state set and optimizes exploration policies to discover new states guided by a reward function; and third, an advanced guidance module utilizing a deterministic finite automaton (DFA) to record access states and their frequencies. If new states are not explored within a specified time, the method selects the most curious state for further exploration.

Career Highlights

Yingren Chen is affiliated with Fuzhou University, where he contributes to research and development in software engineering. His innovative approach to app testing has garnered attention in academic and professional circles, showcasing his expertise in the field.

Collaborations

Yingren has collaborated with colleagues such as Xing Chen and Rirong Song, further enhancing the research output and innovation at Fuzhou University.

Conclusion

Yingren Chen's contributions to Android app testing through his patented methods demonstrate his commitment to advancing technology in software development. His work not only improves testing efficiency but also paves the way for future innovations in the field.