Zhi-Gang Yu

From Compression to Construction: Pseudo Neighbor Augmentation Sampling for Dynamic Link Prediction

Dynamic link prediction aims to predict whether two nodes will interact at a future time point in a dynamic graph based on their historical interactions. Existing sampling based methods, which can be considered as a compressor, generally select a subset of one-hop neighbors from the entire interaction sequence for effi...