Semi-Orthogonal Multilinear PCA with Relaxed Start. - Qiquan Shi; Haiping Lu (IJCAI, 2015)

Learning Tensor-Based Features for Whole-Brain fMRI Classification. - Xiaonan Song; Lingnan Meng; Qiquan Shi; Haiping Lu (MICCAI (1), 2015)

Tensor Rank Estimation and Completion via CP-based Nuclear Norm. - Qiquan Shi; Haiping Lu; Yiu-ming Cheung (CIKM, 2017)

Feature Extraction for Incomplete Data via Low-rank Tucker Decomposition. - Qiquan Shi; Yiu-ming Cheung; Qibin Zhao (ECML/PKDD (1), 2017)

Rank-One Matrix Completion With Automatic Rank Estimation via L1-Norm Regularization. - Qiquan Shi; Haiping Lu; Yiu-Ming Cheung (IEEE Trans. Neural Networks Learn. Syst., 2018)

Matrix completion with e-algorithm - In memory of Peter Wynn (1931-2017). - Walter Gander; Qiquan Shi (Numer. Algorithms, 2019)

Feature Extraction for Incomplete Data Via Low-Rank Tensor Decomposition With Feature Regularization. - Qiquan Shi; Yiu-Ming Cheung; Qibin Zhao; Haiping Lu (IEEE Trans. Neural Networks Learn. Syst., 2019)

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. - Qiquan Shi; Jiaming Yin; Jiajun Cai; Andrzej Cichocki; Tatsuya Yokota; Lei Chen 031; Mingxuan Yuan; Jia Zeng (AAAI, 2020)

Iterative Dynamic Generic Learning For Single Sample Face Recognition With A Contaminated Gallery. - Meng Pang; Yiu-ming Cheung; Qiquan Shi; Mengke Li 001 (ICME, 2020)

Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction. - Farnaz Sedighin; Andrzej Cichocki; Tatsuya Yokota; Qiquan Shi (IEEE Signal Process. Lett., 2020)

Block Access Pattern Discovery via Compressed Full Tensor Transformer. - Xing Li; Qiquan Shi; Gang Hu; Lei Chen 031; Hui Mao; Yiyuan Yang; Mingxuan Yuan; Jia Zeng; Zhuo Cheng (CIKM, 2021)

Iterative Dynamic Generic Learning for Face Recognition From a Contaminated Single-Sample Per Person. - Meng Pang; Yiu-Ming Cheung; Qiquan Shi; Mengke Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Accurate Probabilistic Miss Ratio Curve Approximation for Adaptive Cache Allocation in Block Storage Systems. - Rongshang Li; Yingtian Tang; Qiquan Shi; Hui Mao; Lei Chen 031; Jikun Jin; Peng Lu; Zhuo Cheng (DATE, 2022)

Robust Tensor SVD and Recovery With Rank Estimation. - Qiquan Shi; Yiu-Ming Cheung; Jian Lou 001 (IEEE Trans. Cybern., 2022)

SGDP: A Stream-Graph Neural Network Based Data Prefetcher. - Yiyuan Yang; Rongshang Li; Qiquan Shi; Xijun Li; Gang Hu; Xing Li; Mingxuan Yuan (IJCNN, 2023)