Presentation title: "LLM Is Not All You Need. Generative AI on Smooth Manifolds"
Dr. Fu is the Associate Vice President & Enterprise Lead of Machine Learning and Artificial Intelligence in Advanced Analytics and Data Sciences at Eli Lilly and Company.
Presentation abstract: Generative AI is a rapidly evolving technology that has garnered significant interest lately. In this presentation, we'll discuss the latest approaches, organizing them within a cohesive framework using stochastic differential equations to understand complex, high-dimensional data distributions. We'll highlight the necessity of studying generative models beyond Euclidean spaces, considering smooth manifolds essential in areas like robotics and medical imagery, and leveraging symmetries in the de novo design of molecular structures. Our team's recent advancements in this blossoming field, ripe with opportunities for academic and industrial collaborations, will also be showcased.
Location: WRB 1217