Understanding over-squashing and bottlenecks on graphs via curvature

kwoongbae / deep-learning-papers

Deep Learning papers reviewed by @kwoongbae (diffusion-model, xai, nlp)

0 stars 0 forks source link

Closed kwoongbae closed 2 months ago

kwoongbae commented 3 months ago

kwoongbae commented 3 months ago

Quantify the phenomenon of "Over-Squashing"
over-squashing is independent of the choice of the model when we have edges with high negative curvature

kwoongbae commented 3 months ago