Alison Hu

EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs

Non-IID transfer learning on graphs is crucial in many high-stakes domains. The majority of existing works assume stationary distribution for both source and target domains. However, real-world graphs are intrinsically dynamic, presenting challenges in terms of domain evolution and dynamic discrepan…