2 papers
cs.SI2023
Node Embedding for Homophilous Graphs with ARGEW: Augmentation of Random walks by Graph Edge Weights
Jun Hee Kim, Jaeman Son, Hyunsoo Kim +1
Representing nodes in a network as dense vectors node embeddings is important for understanding a given network and solving many downstream tasks. In particular, for weighted homop…
stat.ME2018
CID Models on Real-world Social Networks and Goodness of Fit Measurements
Jun Hee Kim, Eun Kyung Kwon, Qian Sha +2
Assessing the model fit quality of statistical models for network data is an ongoing and under-examined topic in statistical network analysis. Traditional metrics for evaluating mo…