Computer Science Research Center

    Location:

Hengqin International Science and Technology Innovation Center

Center Overview:

        The Computer Science Research Center is a comprehensive research institution dedicated to advancing cutting-edge research and application development in the field of computer science. Leveraging the superior resources of the Hengqin International Science and Technology Innovation Center, the center is equipped with state-of-the-art hardware and software tools, providing researchers with a first-class experimental environment. The research directions of the center cover multiple areas, including artificial intelligence and software engineering, software security and reliability, and data science and applications. It is committed to cultivating high-level professionals and, through interdisciplinary collaboration and innovation, providing solutions for society and enterprises while driving industry development.

Artificial Intelligence and Software Engineering Research

        The Artificial Intelligence and Software Engineering research is led by Associate Professor Rubing Huang. It mainly explores artificial intelligence (AI), software engineering (SE), and the cross-applications of AI and SE. Research contents mainly include intelligent software engineering, trustworthy AI, software testing and maintenance, computer vision and image processing, and AI applications.

Software Security and Reliability Research

        The Software Security and Reliability Research Center mainly explores theories and technologies in the field of software security, and is committed to using currently more advanced artificial intelligence technologies (such as large models, etc.) to solve problems related to software security (such as vulnerability detection, privacy leakage detection, etc.) ). At the same time, some testing methods of software engineering itself are also used to specifically explore and analyze software reliability issues, and are committed to strengthening the safety and reliability of current generative artificial intelligence systems.

Android Malware Family Classification System (TOSEM’24)

Data Science Research

            Data Science research primarily focuses on analysis methods and applications related to data science, including data modeling, machine learning, deep learning, reinforcement learning, as well as their applications in fields such as computer vision, natural language processing, robotics, autonomous driving, and financial technology. The research center is committed to multi-level and multi-channel collaboration across various disciplines, actively promoting application-oriented research for enterprise and societal needs, focusing on the promotion of local academic-industry-research applications in Macau, and striving to become an important innovation and application platform in Macau and the Greater Guangdong-Hong Kong-Macao Bay Area.

Defect Detection of Automotive Sealing Rings