Tijin Yan

ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models pdf

Yufeng Zhan, Tijin Yan, Yuanqing Xia, 2021, ArXiv.

TFDPM: Attack detection for cyber-physical systems with diffusion probabilistic models pdf

Yufeng Zhan, Tijin Yan, Yuanqing Xia, 2021, Knowl. Based Syst..

AdaL: Adaptive Gradient Transformation Contributes to Convergences and Generalizations pdf

Weipeng Cao, Tijin Yan, Qi Ming, 2021, ArXiv.

Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective pdf

Yuanqing Xia, Yuan Zhang, Hongwei Zhang, 2020, ArXiv.

Stochastic Graph Recurrent Neural Network pdf

Yuanqing Xia, Hongwei Zhang, Tijin Yan, 2020, Neurocomputing.

Unsupervised Anomaly Detection in Multivariate Time Series through Transformer-based Variational Autoencoder

Yuanqing Xia, Hongwei Zhang, Tijin Yan, 2021, 2021 33rd Chinese Control and Decision Conference (CCDC).

Self-Attention-Based Multivariate Anomaly Detection for CPS Time Series Data with Adversarial Autoencoders

Huanhuan Yuan, Yuanqing Xia, Tijin Yan, 2022, 2022 41st Chinese Control Conference (CCC).

Information Fusion of Topological Structure and Node Features in Graph Neural Network

Yuanqing Xia, Hongwei Zhang, Tijin Yan, 2021, 2021 40th Chinese Control Conference (CCC).