The 43rd International Conference on Machine Learning (ICML) will be held in Seoul from July 6 to July 11, 2026, where Principal Investigators, Postdoctoral Fellows, and PhD Students from AITHYRA will present their latest accomplishments. Zander W. Blasingame (AITHYRA) will give a talk on July 7 in the ICML Oral session on a paper co-authored with Chen Liu (Clarkson University) titled “Rex: A Family of (Stochastic) Runge-Kutta Solvers.” The paper introduces Rex, a new family of numerical "step-takers" that are algebraically reversible, solving the problem of tiny rounding errors that accumulate when reversing generative processes. Rex works for both non-random and random generative models and enables faithful image editing and more accurate sampling of molecular configurations. In total, 6 papers with contributions from AITHYRA researchers were accepted at the ICML 2026 conference in Seoul.