Manuela Veloso
AI, Humans, and Robots for Task Solving
Professors and courses(To be completed)
Sean Benson
[intermediate] Digital Twins and Generative AI for Personalised Medicine
Mark Derdzinski
[introductory] From Prototype to Production: Evaluation Strategies for Agentic Applications
Elena Giusarma
[introductory/intermediate] Machine Learning at the Frontier of Astrophysics: Simulating the Universe
Hayit Greenspan
TBA
Jayashree Kalpathy-Cramer
[introductory/intermediate] Multimodal AI for Healthcare
Yingbin Liang
[intermediate/advanced] Theory on Training Dynamics of Transformers
Chen Change Loy
[intermediate/advanced] Harnessing Prior for Content Enhancement and Creation
Evan Shelhamer
tba
Atlas Wang
[intermediate] Low Rank Strikes Back in the Era of Large Language Models
Xiang Wang
[advanced] Large Language Models for User Behavior Modeling: Cross-Modal Interpretation, Preference Optimization, and Agentic Simulation
Rex Ying
[intermediate/advanced] Multimodal Foundation Models for Graph-Structured Data: Framework and Scientific Applications