Ye-Jin Wang

Spectral Dynamics of DeepWalk Embeddings for Dynamic Network Change-Point Detection

Dynamic networks describe evolving relational systems in which abrupt structural changes may signal anomalous events or important transitions. Detecting such changes requires distinguishing genuine structural signals from fluctuations in network observations and learned representations. We propose a DeepWalk-based fram...