معرفی
Dr. Fang Yu is an Associate Professor at the Department of Management Information Systems, National Chengchi University, specializing in software security, formal verification, and string analysis. They hold a Ph.D. in Computer Science from the University of California, Santa Barbara.
Research Expertise: Dr. Yu focuses on cybersecurity, formal methods for software verification, and machine learning applications in data clustering and adversarial example detection. Their work bridges theoretical computer science with practical security solutions.
Publication Trends: Recent articles address biomedical data clustering (scGHSOM), explainable AI (XFlag), and adversarial defense mechanisms. Topics span bioinformatics, security verification, and fairness testing in neural networks.
Awards:
- 資深優良教師(10年) (2020, National Chengchi University)
- 國科會研究獎勵 (2019, National Science Council, Taiwan)
Projects: Principal Investigator for 15+ grants from Taiwan's National Science and Technology Council and Ministry of Education, focusing on AI security, IoT verification, and financial technology.
