@InProceedings{Mathys2025 a, author= {Joël Mathys and Roger Wattenhofer}, title= {{ A New Perspective for Graph Learning Architecture Design: Linearize Your Depth Away}}, booktitle= {{New Perspectives in Graph Machine Learning Workshop at NeurIPS, San Diego, USA}}, month= {December}, year= {2025}, }