4 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.OS2023
SGDP: A Stream-Graph Neural Network Based Data Prefetcher
Yiyuan Yang, Rongshang Li, Qiquan Shi +4
Data prefetching is important for storage system optimization and access performance improvement. Traditional prefetchers work well for mining access patterns of sequential logical…
cs.LG2020★ 1 cited
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting
Qiquan Shi, Jiaming Yin, Jiajun Cai +5
This work proposes a novel approach for multiple time series forecasting. At first, multi-way delay embedding transform (MDT) is employed to represent time series as low-rank block…
stat.ML2015★ 4 cited
Semi-Orthogonal Multilinear PCA with Relaxed Start
Qiquan Shi, Haiping Lu
Principal component analysis (PCA) is an unsupervised method for learning low-dimensional features with orthogonal projections. Multilinear PCA methods extend PCA to deal with mult…