AIPO Lab conducts research at the intersection of artificial intelligence, privacy and optimisation. Our projects span collaborative machine learning, secure communication systems and emerging quantum technologies. Below are some of our focus areas.
Research Areas
Artificial Intelligence
- Communication‑efficient federated learning
- Privacy preservation in machine learning
- AI in medical applications
- Large language models
Wireless & Privacy
- Security and privacy in wireless communications
- Cyber‑physical systems
- Data‑driven optimisations in networking
Quantum & Optimisation
- Quantum machine learning
- Privacy protection in quantum computing
- Optimisation algorithms for AI systems