Jingchao Ni

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

Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs

Lei Cai, Zhengzhang Chen, Chen Luo et al. · 2021 · 110 citations

Dynamic Graphs, Anomaly Detection, Machine Learning +20

Robust Graph Representation Learning via Neural Sparsification

Cheng Zheng, Bo Zong, Wei Cheng et al. · 2020 · 102 citations

Graph Sparsity, Graph Representation Learning, Graph Theory +6

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

Chuxu Zhang, Dongjin Song, Yuncong Chen et al. · arXiv (Cornell University) · 2018 · 97 citations · Full text

Anomaly Detection, Machine Learning, Data Science +14