22 citations · 55 across the 10 of their papers we have counts for
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cs.LG2021★ 1 cited
Homophily Outlier Detection in Non-IID Categorical Data
Guansong Pang, Longbing Cao, Ling Chen
Most of existing outlier detection methods assume that the outlier factors (i.e., outlierness scoring measures) of data entities (e.g., feature values and data objects) are Indepen…
cs.LG2021★ 6 cited
Unified Robust Training for Graph NeuralNetworks against Label Noise
Yayong Li, Jie yin, Ling Chen
Graph neural networks (GNNs) have achieved state-of-the-art performance for node classification on graphs. The vast majority of existing works assume that genuine node labels are a…