Qiquan Shi

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting

Qiquan Shi, Jiaming Yin, Jiajun Cai et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 90 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +7

Feature Extraction for Incomplete Data Via Low-Rank Tensor Decomposition With Feature Regularization

Qiquan Shi, Yiu‐ming Cheung, Qibin Zhao et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 74 citations

Sparse Representation, Image Analysis, Machine Learning +15

Rank-One Matrix Completion With Automatic Rank Estimation via L1-Norm Regularization

Qiquan Shi, Haiping Lu, Yiu‐ming Cheung · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 50 citations

Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction

Farnaz Sedighin, Andrzej Cichocki, Tatsuya Yokota et al. · IEEE Signal Processing Letters · 2020 · 43 citations

Image Analysis, Engineering, Space-time Processing +12

Robust Tensor SVD and Recovery With Rank Estimation

Qiquan Shi, Yiu‐ming Cheung, Jian Lou · IEEE Transactions on Cybernetics · 2021 · 34 citations

Robust Tensor Completion, Sparse Representation, Engineering +11