Yu-Bo Sun

SigFJProp: Lightweight and Scalable Signed Graph Learning via Opinion Dynamics

Learning on signed graphs poses unique challenges due to the presence of both positive and negative links, which represent complex social dynamics such as trust and conflict. While existing signed graph neural networks (SGNNs) have achieved promising results, most rely on deep, multi-hop propagation architectures that...