TopoFormer: Topology Meets Attention for Graph Learning

Md Joshem Uddin, Astrit Tola, Cuneyt Gurcan Akcora +1

We introduce Topoformer, a lightweight and scalable framework for graph representation learning that encodes topological structure into attention-friendly sequences. At the core of…