Yi Guo

Exposition on Over-squashing Problem of GNNs: Current Methods, Benchmarks and Challenges.

This work presents an exposition of the OSQ problem by summarizing its various formulations in the current literature and categorizing existing solutions into three different types, and summarizes the empirical methods proposed by existing works to verify the efficiency of OSQ mitigation approaches.