Academic homepage
Tianle Liu
M.Sc. Candidate in Computer Science and Technology
Researching novel category discovery, continual learning, test-time learning, and multimodal learning.
01 / Profile
Curious about the unknown.
Researching reliable visual intelligence in changing, open-ended environments.
Research directions
02 / Selected work
Recent publications.
A selection of work across novel category discovery, continual learning, and multimodal intelligence.
03 / In practice
From theory to living systems.
Developing machine intelligence that can observe, adapt, and protect the physical world.
04 / Recognition
Patents & projects.
Patented methods and funded research focused on adaptive, open-world intelligence.