Research
Research
Six research areas with questions, methods, datasets, and the faculty who work in them. Read one area in full before writing to the laboratory.
6 programs
01
Trustworthy & Human-Centered AI
Models people can inspect, contest, and live with.
How should learning systems explain themselves — and to whom — when they enter classrooms, clinics, and civic software?
Open the program →
02
Vision, Imaging & Health AI
Seeing systems that hold up in the clinic and the wild.
Representation learning for images — from medical volumes to faces that last a fraction of a second.
Open the program →
03
Security, Privacy & Trust Architectures
Zero trust, sensing, and the right to be unobserved.
Security is not a perimeter. It is a set of assumptions you can state — and a set you can test.
Open the program →
04
Intelligent Systems, IoT & Immersive Networks
Cyber-physical stacks from the radio to the headset.
Latency, orchestration, and the physical world — 6G, XR, and the devices that refuse to sit still.
Open the program →
05
Data, Language & Knowledge Systems
From tokens and tables to ontologies that mean something.
Data science is not a pile of notebooks. It is a claim about a population, a schema, and a failure mode.
Open the program →
06
HCI, XR & Computing Education
Interfaces, inclusion, and the next generation of researchers.
Who gets to use the system — and who gets to become the person who builds the next one?
Open the program →