Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing
机构 * Max Planck Institute for Mathematics in the Sciences(马克斯·普朗克数学研究所) ; UCLA(加州大学洛杉矶分校) ; Center for Scalable Data Analytics and Artificial Intelligence(可扩展数据与人工智能中心) ; University of Oxford(牛津大学)
Comments 50 pages, 12 figures, published at ICLR 2025. The Thirteenth International Conference on Learning Representations. 2025