SGDP: A Stream-Graph Neural Network Based Data Prefetcher

1 code implementation • 7 Apr 2023 • Yiyuan Yang, Rongshang Li, Qiquan Shi, Xijun Li, Gang Hu, Xing Li, Mingxuan Yuan

This paper proposes a novel Stream-Graph neural network-based Data Prefetcher (SGDP).

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting

1 code implementation • 25 Feb 2020 • Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng

This work proposes a novel approach for multiple time series forecasting.

Time Series Time Series Forecasting

Semi-Orthogonal Multilinear PCA with Relaxed Start

no code implementations • 30 Apr 2015 • Qiquan Shi, Haiping Lu

However, under the TVP setting, it is difficult to develop an effective multilinear PCA method with the orthogonality constraint.