12 citations · 38 across the 9 of their papers we have counts for
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cs.LG2020★ 12 cited
AnomalyDAE: Dual autoencoder for anomaly detection on attributed networks
Haoyi Fan, Fengbin Zhang, Zuoyong Li
Anomaly detection on attributed networks aims at finding nodes whose patterns deviate significantly from the majority of reference nodes, which is pervasive in many applications su…
cs.LG2020★ 3 cited
Correlation-aware Deep Generative Model for Unsupervised Anomaly Detection
Haoyi Fan, Fengbin Zhang, Ruidong Wang +2
Unsupervised anomaly detection aims to identify anomalous samples from highly complex and unstructured data, which is pervasive in both fundamental research and industrial applicat…