Escaping the Abstraction: A Foreign Function Interface for the Unified Form Language [UFL], by Nacime Bouziani (Imperial College London), and David Ham (Imperial College London)
Toward Denotational Semantics of AD for Higher-Order, Recursive, Probabilistic Languages, by Alexander Lew (MIT), Mathieu Huot (University of Oxford), and Vikash Mansinghka (MIT)
AbstractDifferentiation.jl: Backend-Agnostic Differentiable Programming in Julia, by Frank Schaefer (University of Basel), Mohamed Tarek (Pumas-AI, UNSW), Lyndon White (Invenia Labs), and Christopher Rackauckas (MIT, Julia Computing, Pumas-AI)