Jie Yang

From Observations to States: Latent Time Series Forecasting

Jie Yang, Yifan Hu, Yuante Li, Kexin Zhang, Kaize Ding, Philip S. Yu

Paper Code

The Landscape of Agentic Time Series Systems: Architectures, Reliability, and Frontiers

Yifan Hu*, Jie Yang*, Xilin Dai*, Wanxu Cai, Kuiye Ding, Yuante Li, Qinghua Liu, Enze Ma, Zhiyuan Qu, Yixin Wang, Binyan Xu, Kexin Zhang, Peiyuan Liu, Zhijian Xu, Guibin Zhang, Yujin Tang, Yanwei Yue, Kening Zheng, Chengze Li, Hanrong Zhang, Haoyan Xu, Naiqi Li, Tao Dai, Dawei Cheng, John Paparrizos, Kaize Ding, Tian Zhou, Qiang Xu, Shu-tao Xia, Shirui Pan, Philip S Yu

Paper Code

Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting

Yifan Hu*, Jie Yang*, Tian Zhou, Peiyuan Liu, Yujin Tang, Rong Jin, Liang Sun

Paper Code

Glocal Information Bottleneck for Time Series Imputation

Jie Yang, Kexin Zhang, Guibin Zhang, Philip S. Yu, Kaize Ding

Paper Arxiv Code

Grad: Guided Relation Diffusion Generation for Graph Augmentation in Graph Fraud Detection

Jie Yang, Rui Zhang, Ziyang Cheng, Dawei Cheng, Guang Yang, Bo Wang

Paper Code