Deep Approximately Orthogonal Nonnegative Matrix Factorization for Clustering. - Yuning Qiu; Guoxu Zhou; Kan Xie (CoRR, 2017)

Orthogonal Random Projection Based Tensor Completion for Image Recovery. - Yali Feng; Guoxu Zhou; Yuning Qiu; Weijun Sun (APSIPA, 2018)

Graph Regularized Nonnegative Tucker Decomposition for Tensor Data Representation. - Yuning Qiu; Guoxu Zhou; Yu Zhang 009; Shengli Xie (ICASSP, 2019)

Driving Anomaly Detection with Conditional Generative Adversarial Network using Physiological and CAN-Bus Data. - Yuning Qiu; Teruhisa Misu; Carlos Busso (ICMI, 2019)

Analysis of the Relationship Between Physiological Signals and Vehicle Maneuvers During a Naturalistic Driving Study. - Yuning Qiu; Teruhisa Misu; Carlos Busso (ITSC, 2019)

An Efficient Tensor Completion Method via New Latent Nuclear Norm. - Jinshi Yu; Weijun Sun; Yuning Qiu; Shengli Xie (CoRR, 2019)

Use of Triplet-Loss Function to Improve Driving Anomaly Detection Using Conditional Generative Adversarial Network. - Yuning Qiu; Teruhisa Misu; Carlos Busso (ITSC, 2020)

An Efficient Tensor Completion Method Via New Latent Nuclear Norm. - Jinshi Yu; Weijun Sun; Yuning Qiu; Yonghui Huang (IEEE Access, 2020)

Deep graph regularized non-negative matrix factorization for multi-view clustering. - Jianqiang Li; Guoxu Zhou; Yuning Qiu; Yanjiao Wang; Yu Zhang 009; Shengli Xie (Neurocomputing, 2020)

Understanding Convolutional Neural Networks from Theoretical Perspective via Volterra Convolution. - Tenghui Li; Guoxu Zhou; Yuning Qiu; Qibin Zhao (CoRR, 2021)

Incorporating Gaze Behavior Using Joint Embedding With Scene Context for Driver Takeover Detection. - Yuning Qiu; Carlos Busso; Teruhisa Misu; Kumar Akash (ICASSP, 2022)

Driving Anomaly Detection Using Contrastive Multiview Coding to Interpret Cause of Anomaly. - Yuning Qiu; Teruhisa Misu; Carlos Busso (IROS, 2022)

A High-Order Tensor Completion Algorithm Based on Fully-Connected Tensor Network Weighted Optimization. - Peilin Yang; Yonghui Huang; Yuning Qiu; Weijun Sun; Guoxu Zhou (PRCV (1), 2022)

Bayesian Robust Tensor Ring Model for Incomplete Multiway Data. - Zhenhao Huang; Guoxu Zhou; Yuning Qiu (CoRR, 2022)

Driving Anomaly Detection Using Conditional Generative Adversarial Network. - Yuning Qiu; Teruhisa Misu; Carlos Busso (CoRR, 2022)

Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective. - Tenghui Li; Guoxu Zhou; Yuning Qiu; Qibin Zhao (J. Mach. Learn. Res., 2022)

A dynamic hypergraph regularized non-negative tucker decomposition framework for multiway data analysis. - Zhenhao Huang; Guoxu Zhou; Yuning Qiu; Yuyuan Yu; Haolei Dai (Int. J. Mach. Learn. Cybern., 2022)

Imbalanced low-rank tensor completion via latent matrix factorization. - Yuning Qiu; Guoxu Zhou; Junhua Zeng; Qibin Zhao; Shengli Xie (Neural Networks, 2022)

Multi-Aspect Streaming Tensor Ring Completion for Dynamic Incremental Data. - Zhenhao Huang; Yuning Qiu; Jinshi Yu; Guoxu Zhou (IEEE Signal Process. Lett., 2022)

Efficient Tensor Robust PCA Under Hybrid Model of Tucker and Tensor Train. - Yuning Qiu; Guoxu Zhou; Zhenhao Huang; Qibin Zhao; Shengli Xie (IEEE Signal Process. Lett., 2022)

Spatial Information Regularized Tensor Decomposition Framework for Super-Resolution Reconstruction of Medical MRI and Radiographs. - Xinqi Chen; Yuning Qiu; Weicai Liang; Guoxu Zhou; Shengli Xie (IEEE Trans. Computational Imaging, 2022)

A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation. - Yuning Qiu; Guoxu Zhou; Yanjiao Wang; Yu Zhang 009; Shengli Xie (IEEE Trans. Cybern., 2022)

Example-Based Query To Identify Causes of Driving Anomaly with Few Labeled Samples. - Yuning Qiu; Teruhisa Misu; Carlos Busso (IV, 2023)

Unsupervised Scalable Multimodal Driving Anomaly Detection. - Yuning Qiu; Teruhisa Misu; Carlos Busso (IEEE Trans. Intell. Veh., 2023)

Graph-Regularized Non-Negative Tensor-Ring Decomposition for Multiway Representation Learning. - Yuyuan Yu; Guoxu Zhou; Ning Zheng; Yuning Qiu; Shengli Xie; Qibin Zhao (IEEE Trans. Cybern., 2023)

Towards Multi-Mode Outlier Robust Tensor Ring Decomposition. - Yuning Qiu; Guoxu Zhou; Andong Wang; Zhenhao Huang; Qibin Zhao (AAAI, 2024)

Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework. - Haonan Huang; Guoxu Zhou; Yanghang Zheng; Yuning Qiu; Andong Wang; Qibin Zhao (ICML, 2024)

Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts. - Andong Wang; Yuning Qiu; Mingyuan Bai; Zhong Jin; Guoxu Zhou; Qibin Zhao (NeurIPS, 2024)

Hyperspectral and Multispectral Image Fusion via Bayesian Nonlocal CP Factorization. - Junhua Zeng; Guoxu Zhou; Yuning Qiu; Yumeng Ma; Qibin Zhao (IEEE Geosci. Remote. Sens. Lett., 2024)

Bayesian tensor network structure search and its application to tensor completion. - Junhua Zeng; Guoxu Zhou; Yuning Qiu; Chao Li 013; Qibin Zhao (Neural Networks, 2024)

Adaptive graph regularized non-negative Tucker decomposition for multiway dimensionality reduction. - Dai Chen; Guoxu Zhou; Yuning Qiu; Yuyuan Yu (Multim. Tools Appl., 2024)

Noisy Tensor Completion via Low-Rank Tensor Ring. - Yuning Qiu; Guoxu Zhou; Qibin Zhao; Shengli Xie (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Novel Tensor Ring Sparsity Measurement for Image Completion. - Junhua Zeng; Yuning Qiu; Yumeng Ma; Andong Wang; Qibin Zhao (Entropy, 2024)

Bayesian Robust Tensor Ring Decomposition for Incomplete Multiway Data. - Zhenhao Huang; Yuning Qiu; Xinqi Chen; Weijun Sun; Guoxu Zhou (IEEE Trans. Syst. Man Cybern. Syst., 2024)

STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search. - Yuning Qiu; Andong Wang; Chao Li 013; Haonan Huang; Guoxu Zhou; Qibin Zhao (CVPR, 2025)

Kernel Bayesian tensor ring decomposition for multiway data recovery. - Zhenhao Huang; Guoxu Zhou; Yuning Qiu; Xinqi Chen; Qibin Zhao (Neural Networks, 2025)

Gradient aware adaptive quantization: Locally uniform quantization with learnable clipping thresholds for globally non-uniform weights. - Kang Zhou; Yuning Qiu; Yuhang Li; Qibin Zhao; Guoxu Zhou (Neural Networks, 2025)

Balanced Unfolding Induced Tensor Nuclear Norms for High-Order Tensor Completion. - Yuning Qiu; Guoxu Zhou; Andong Wang; Qibin Zhao; Shengli Xie (IEEE Trans. Neural Networks Learn. Syst., 2025)