Bo Zong

Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

Bo Zong, Song Qi, Martin Renqiang Min et al. · 2018 · 1.1K citations

Anomaly Detection, Machine Learning, Data Science +13

A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

Chuxu Zhang, Dongjin Song, Yuncong Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 741 citations · Full text

Anomaly Detection, Machine Learning, Data Science +14

Learning to Drop: Robust Graph Neural Network via Topological Denoising

Dongsheng Luo, Wei Cheng, Wenchao Yu et al. · 2021 · 228 citations

Geometric Learning, Graph Representation Learning, Machine Learning +19

Parameterized Explainer for Graph Neural Network

Dongsheng Luo, Wei Cheng, Dongkuan Xu et al. · arXiv (Cornell University) · 2020 · 211 citations · Full text

Engineering, Machine Learning, Network Analysis +16

Learning Deep Network Representations with Adversarially Regularized Autoencoders

Wenchao Yu, Cheng Zheng, Wei Cheng et al. · 2018 · 187 citations · Full text

Artificial Intelligence, Geometric Learning, Deep Neural Networks +14