Ying Cui | Research

Research Interests
- Theory and applications of optimization and learning
- AI + communications/networking/signal processing
- Integrated sensing, communication, and computation
- Mobile edge caching/computing/learning/sensing
- Federated learning and distributed learning
- Multimedia (VR, AR, MR, metaverse) transmission
Research Collaborators
- Vincent Lau, The Hong Kong University of Science and Technology, Hong Kong
- Edmund Yeh, Northeastern University, USA
- Muriel Medard, Massachusetts Institute of Technology, USA
- Stephen Hanly, Macquarie University, Australia
- Giuseppe Caire, Technical University of Berlin, Germany
- Douglas Leith, Trinity College Dublin, Ireland
- Ken Duffy, Hamilton Institute, Ireland
- Kaibin Huang, The University of Hong Kong, Hong Kong
- Bruno Clerckx, Imperial College London, UK
- Sheng Yang, Centrale Supélec, Paris-Saclay University, France
- Shlomo Shamai (Shitz), Technion - Israel Institute of Technology, Israel
- Jemin Lee, Yonsei University, Korea
Mathematical Tools
- Optimization (convex optimization, nonlinear programming, stochastic optimization, dynamic optimization, Lyapunov optimization, etc.)
- Machine learning, deep learning, reinforcement learning
- Stochastic geometry
- Advanced probability
- Queueing theory