Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

Bo Zong, Song Qi, Martin Renqiang Min, +4

Anomaly DetectionMachine LearningData ScienceImage AnalysisPattern Recognition +11

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

Chuxu Zhang, Dongjin Song, Yuncong Chen, +7

Proceedings of the AAAI Conference on Artificial Intelligence

Anomaly DetectionMachine LearningData ScienceData MiningPattern Recognition +12

Learning to Drop: Robust Graph Neural Network via Topological Denoising

Dongsheng Luo, Wei Cheng, Wenchao Yu, +4

Geometric LearningGraph Representation LearningMachine LearningEngineeringNetwork Analysis +17

Parameterized Explainer for Graph Neural Network

Dongsheng Luo, Wei Cheng, Dongkuan Xu, +4

arXiv (Cornell University)

EngineeringMachine LearningNetwork AnalysisGraph ClassificationPropose Pgexplainer +14

Learning Deep Network Representations with Adversarially Regularized Autoencoders

Wenchao Yu, Cheng Zheng, Wei Cheng, +5

Artificial IntelligenceGeometric LearningDeep Neural NetworksEngineeringMachine Learning +12

Towards effective partition management for large graphs

Shengqi Yang, Xifeng Yan, Bo Zong, +1

Cluster ComputingEngineeringDistributed AlgorithmsLarge GraphsNetwork Analysis +18

LogLens: A Real-Time Log Analysis System

Biplob Debnath, Mohiuddin Solaimani, Muhammad Ali Gulzar, +7

Anomaly DetectionMachine LearningEngineeringSoftware EngineeringSoftware Analysis +20

Robust Graph Representation Learning via Neural Sparsification

Cheng Zheng, Bo Zong, Wei Cheng, +5

Graph SparsityGraph Representation LearningGraph TheoryMachine LearningEngineering +4

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

Chuxu Zhang, Dongjin Song, Yuncong Chen, +7

arXiv (Cornell University)

Anomaly DetectionMachine LearningData ScienceData MiningPattern Recognition +12

Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation

Xin Dong, Jingchao Ni, Wei Cheng, +6

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningCommunicationText MiningWord Embeddings +16