Publications

Understanding and Relaxing the Limitations of Transformers for Linear Algebra
Potapczynski A*, Ali A*, Wilson A G
ICLR 2026
arXiv coming soon!

A Unification of Discrete, Gaussian, and Simplicial Diffusion
Chandra N A*, Li Y L*, Amin A N*, Ali A, Rollins J, Ober S W, Raghu A, Wilson A G
ICLR 2026
Paper | Code | Thread
We show that Gaussian, discrete, and simplifical diffusion models can be unified under a single framework for discrete sequence data.