Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank. - Yichun Qiu; Guoxu Zhou; Yu Zhang 009; Andrzej Cichocki (Multim. Tools Appl., 2021)

Towards efficient and accurate approximation: tensor decomposition based on randomized block Krylov iteration. - Yichun Qiu; Weijun Sun; Guoxu Zhou; Qibin Zhao (Signal Image Video Process., 2024)

Tensor ring rank determination using odd-dimensional unfolding. - Yichun Qiu; Guoxu Zhou; Chao Li 013; Danilo P. Mandic; Qibin Zhao (Neural Networks, 2025)

Low-Rank and Relaxed-Nonnegative Attack on Nonnegative Matrix Factorization. - Yichun Qiu; Chao Li 013; Guoxu Zhou; Qibin Zhao; Shengli Xie (IEEE Internet Things J., 2025)