sh_liu@mail.xjtu.edu.cn
New Theories in Statistical Machine Learning
Deep Learning Networks and Inference
Artificial Intelligence Security
Deep Reinforcement Learning
Software Design
Leveraging the aforementioned theories and methodologies, we focus on applications such as blind noise reduction, classification, object detection/tracking, adversarial machine learning, AI-generated content (AIGC) defense, large model security, AI testing, autonomous driving (including tracking, prediction, and decision-making), power grid system modeling and optimization, landing/ship-based operations, and the development of domestic hardware and customized software.