Dr. Xinping Yi
Professor
National Mobile Communications Research Laboratory
Southeast University
Nanjing, China
Email: xyi at seu dot edu dot cn
I am a Professor at National Mobile Communications Research Laboratory, Southeast University, Nanjing, China. Prior to that, I have been a Lecturer (Assistant Professor) with University of Liverpool, UK, a Postdoctoral Research Associate with Technische Universität Berlin, Germany, a Research Assistant at EURECOM, France. I got my PhD degree from Télécom Paris (now Institut Polytechnique de Paris), M.E. from University of Electronic Science and Technology of China (UESTC), and B.E. from Huazhong University of Science and Technology (HUST), China.
In general, my research expertise lies in information theory, communications, and machine learning. My research focus is to apply various mathematical tools to solve engineering problems in wireless communications and AI safety. In particular, I am currently looking into the following problems:
AI for Wireless, with focus on learning to optimize and topology-aware intelligent communications for distributed MIMO networks.
Trustworthy AI, with focus on generalization and adversarial robustness of deep learning, and the applications in wireless communication systems.
Graph Machine Learning, with focus on expressivity, generalization, adversarial robustness of graph neural networks, and the applications in wireless networks.