Guannan Qu

LLMs Can In-context Learn Multiple Tasks in Superposition We explore a bizarre LLM superpower that allows them to solve multiple ICL tasks in parallel. This is related to the view of them as simulators in superposition [cref:@repligate] arxiv.org/pdf/2410.05603 1/n

I guess this announcement is a bit (or super) late. I am on the 2023-2024 faculty job market for CS and data science!! Here is my humble homepage: zhundeng.org/home

Our next talk: 10/21: Tamer Başar (UIUC) “Policy Optimization for Linear Optimal Control with Guarantees of Robustness” Please visit sites.google.com/view/control-m……… for more information (subscribe to the Google group to receive Zoom link and future announcements).

Upcoming speakers: Babak Hassibi (Caltech) Tamer Başar (UIUC) Jeff Shamma (KAUST) Sasha Rakhlin (MIT) Melanie Zeilinger (ETH) Claire Tomlin (UC Berkeley) Jean-Jacques Slotine (MIT) Na Li (Harvard) Marco Pavone (Stanford)

Our first talk: 09/30: Elad Hazan (Princeton) @HazanPrinceton "The Non-Stochastic Control Problem" Please visit sites.google.com/view/control-m… for more information (subscribe to the Google group to receive Zoom link and future announcements).

We are so excited to announce a new "Control Meets Learning" virtual seminar series! Confirmed speakers include: 09/30: Elad Hazan (Princeton) 10/07: Babak Hassibi (Caltech) TBA: Na Li (Harvard), Jeff Shamma (KAUST), Claire Tomlin (UC Berkeley), Melanie Zeilinger (ETH)