Tijin Yan

According to our database, Tijin Yan authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SGFM: Conditional Flow Matching for Time Series Anomaly Detection With State Space Models.

Yongping He, Tijin Yan, Yufeng Zhan, Zihang Feng, Yuanqing Xia

IEEE Internet Things J., November, 2024

CAG-NSPDE: Continuous adaptive graph neural stochastic partial differential equations for traffic flow forecasting.

Tijin Yan, Hengheng Gong, Yufeng Zhan, Yuanqing Xia

Neurocomputing, 2024

Probabilistic Time Series Modeling with Decomposable Denoising Diffusion Model.

Tijin Yan, Hengheng Gong, Yongping He, Yufeng Zhan, Yuanqing Xia

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

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

Tijin Yan, Tong Zhou, Yufeng Zhan, Yuanqing Xia

Knowl. Based Syst., 2022

Stochastic graph recurrent neural network.

Tijin Yan, Hongwei Zhang, Zirui Li, Yuanqing Xia

Neurocomputing, 2022

2021

AdaL: Adaptive Gradient Transformation Contributes to Convergences and Generalizations.

Hongwei Zhang, Weidong Zou, Hongbo Zhao, Qi Ming, Tijin Yan, Yuanqing Xia, Weipeng Cao

CoRR, 2021

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

Tijin Yan, Hongwei Zhang, Tong Zhou, Yufeng Zhan, Yuanqing Xia

CoRR, 2021

2020

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

Hongwei Zhang, Tijin Yan, Zenjun Xie, Yuanqing Xia, Yuan Zhang

CoRR, 2020