This repository contains the supplementary material artifact code implementation for the paper “Shifting-based Optimizable Linear Relaxations for General Activation Functions”. The uploaded file Supplementary-Material-ASE26.pdf includes proofs of propositions and lemmas, closed-form solutions for critical points of various activation functions, implementation details, and additional experimental results. These cover parameter settings, extended analyses, and illustrative failure cases of baseline methods.