Guan-Yan Yang received a Bachelor's degree from the Department of Information Management at National Dong Hwa University, Hualien, Taiwan, in 2022. He is currently pursuing a Ph.D. in Electrical Engineering at National Taiwan University, Taipei, Taiwan. From 2020 to 2022, he served as a Research Assistant in the Department of Information Management at National Dong Hwa University. He was also affiliated with the Department of Information Management at National Taiwan University of Science and Technology (NTUST) from 2021 to 2022. In 2023, he worked as a Software Engineer at Taiwan Semiconductor Manufacturing Company (TSMC), where he focused on applying machine learning techniques to design rule checking challenges. Currently, in 2024, he is a Research Assistant at the Taiwan Academic Cybersecurity Center (TACC), NTUST, under the National Science and Technology Council (NSTC). His recent research on fuzzing for Bluetooth was presented at USENIX Security 2024. He is a Graduate Member of IEEE. His research interests include security, natural language processing, artificial intelligence, algorithms, and software testing.