k-Maximum Inner Product Attention for Graph Transformers and the Expressive Power of GraphGPS

This research introduces k-MIP attention to overcome the quadratic memory limits of graph transformers, enabling efficient processing of massive graphs while...

Level: advanced

By Jonas De Schouwer

Category: research