Jian-Feng Hou

A near-quadratic lower bound for sets with no unique sums in finite fields is established, revealing a surprising structural constraint on additive combinatorics.

Class-discriminative signals can be preserved in GNNs even after extensive propagation, challenging the oversmoothing narrative.