The paper “Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint” was accepted in AAAI 2025 where I am the first author. Thanks to Prof. Shin for the supervision and to the reviewers! The paper is available here. See you in Philadelphia!