J. K. Lee

Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts

2025 · arXiv (Cornell University)

The problem of predicting node properties (e.g., node classes) in graphs has received significant attention due to its broad range of applications. Graphs from real-world datasets often evolve over time, with newly emerging edges and …