| 2026 | AAAI | Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval. | Tianle Hu, Weijun Lv, Na Han, Xiaozhao Fang, Jie Wen, Jiaxing Li, Guoxu Zhou |
| 2025 | CVPR | STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search. | Yuning Qiu, Andong Wang, Chao Li, Haonan Huang, Guoxu Zhou, Qibin Zhao |
| 2025 | ICML | Tensor Decomposition Based Memory-Efficient Incremental Learning. | Yuhang Li, Guoxu Zhou, Zhenhao Huang, Xinqi Chen, Yuning Qiu, Qibin Zhao |
| 2025 | ICML | Low-Rank Tensor Transitions (LoRT) for Transferable Tensor Regression. | Andong Wang, Yuning Qiu, Zhong Jin, Guoxu Zhou, Qibin Zhao |
| 2024 | AAAI | Towards Multi-Mode Outlier Robust Tensor Ring Decomposition. | Yuning Qiu, Guoxu Zhou, Andong Wang, Zhenhao Huang, Qibin Zhao |
| 2024 | ICML | Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework. | Haonan Huang, Guoxu Zhou, Yanghang Zheng, Yuning Qiu, Andong Wang, Qibin Zhao |
| 2024 | ICML | tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs). | Junhua Zeng, Chao Li, Zhun Sun, Qibin Zhao, Guoxu Zhou |
| 2022 | ICASSP | Multi-View Data Representation Via Deep Autoencoder-Like Nonnegative Matrix Factorization. | Haonan Huang, Yihao Luo, Guoxu Zhou, Qibin Zhao |
| 2019 | ICASSP | Graph Regularized Nonnegative Tucker Decomposition for Tensor Data Representation. | Yuning Qiu, Guoxu Zhou, Yu Zhang, Shengli Xie |
| 2016 | ICASSP | Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion. | Yu Zhang, Qibin Zhao, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki |
| 2015 | ICASSP | Common components analysis via linked blind source separation. | Guoxu Zhou, Andrzej Cichocki, Danilo P. Mandic |
| 2014 | ICASSP | Tensor-variate Gaussian processes regression and its application to video surveillance. | Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki |
| 2014 | ISNN | Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient. | Guoxu Zhou, Qibin Zhao, Yu Zhang, Andrzej Cichocki |
| 2013 | ICASSP | Kernel-based tensor partial least squares for reconstruction of limb movements. | Qibin Zhao, Guoxu Zhou, Tlay Adali, Liqing Zhang, Andrzej Cichocki |
| 2012 | CIS | Canonical Polyadic Decomposition: From 3-way to N-Way. | Guoxu Zhou, Zhaoshui He, Yu Zhang, Qibin Zhao, Andrzej Cichocki |
| 2011 | ICONIP | Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. | Yu Zhang, Guoxu Zhou, Qibin Zhao, Akinari Onishi, Jing Jin, Xingyu Wang, Andrzej Cichocki |
| 2009 | ICNC | Blind Extraction Using Fractional Lower-Order Statistics. | Zuyuan Yang, Guoxu Zhou, Shengli Xie |
| 2009 | ICNC | Blind Sources Separation Algorithm Based on Adaptive Givens Rotations. | Min Zhao, Weijun Li, Guoxu Zhou, Zhiheng Zhou |