Jingchao Ni

1. A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
   2018/11/20 by Chuxu Zhang, Zhang, Chuxu, Dongjin Song +17 · 20 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
2. Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs
   2020/05/15 by Lei Cai, Zhengzhang Chen, Cai, Lei +11 · 5 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
3. Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series
   2021/03/03 by Yinjun Wu, Jingchao Ni, Wu, Yinjun +17 · 3 citations
   Computer Science · #Time Series Analysis and Forecasting #Machine Learning in Healthcare #Gaussian Processes and Bayesian Inference
4. Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization
   2023/02/03 by Dongjie Wang, Zhengzhang Chen, Wang, Dongjie +11 · 4 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Machine Learning in Bioinformatics
5. Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
   2024/02/03 by Zhuomin Chen, Jiaxing Zhang, Chen, Zhuomin +14 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Neural Networks and Applications
6. Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
   2025/05/29 by ChengAo Shen, Wenchao Yu, Shen, ChengAo +11 · 3 citations
   Engineering · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Remote-Sensing Image Classification
7. Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning
   2024/10/16 by Zhuomin Chen, Chen, Zhuomin, Jingchao Ni +11 · 1 citation
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
8. Information Bottleneck Learning for Faithful Time Series Forecasting Explanations
   2026/07/30 by Xu Zheng, Wei Cheng, Zhuomin Chen +3
   Computer Science · #cs.LG #cs.AI