no code implementations • 13 Dec 2023 • Xiaobo Zhu, Yan Wu, Zhipeng Li, Hailong Su, Jin Che, Zhanheng Chen, Liying Wang
Recently, representation learning over graph networks has gained popularity, with various models showing promising results.
no code implementations • 23 May 2023 • Yirui Liu, Xinghao Qiao, Yulong Pei, Liying Wang
In this paper, we present Deep Functional Factor Model (DF2M), a Bayesian nonparametric model for analyzing high-dimensional functional time series.
1 code implementation • 12 Aug 2022 • Yirui Liu, Xinghao Qiao, Liying Wang, Jessica Lam
We show that such simplifying can reduce the potential of message-passing layers to capture the structural information of graphs.