Fupeng Li

Scientific AI systems require domain-aware robustness validation

2026 · Cell Reports Physical Science

AI has become an essential tool in many areas of scientific discovery. However, its robustness, particularly in high-stakes scientific applications, remains insufficiently understood. While adversarial vulnerabilities have been widely studied in image recognition, their implications …