Revisiting robustness of the union-of-subspaces model for data-adaptive learning of nonlinear signal models. - Tong Wu 008; Waheed U. Bajwa (ICASSP, 2014)

Subspace detection in a kernel space: The missing data case. - Tong Wu 008; Waheed U. Bajwa (SSP, 2014)

Metric-Constrained Kernel Union of Subspaces. - Tong Wu 008; Waheed U. Bajwa (ICASSP, 2015)

Hierarchical Union-of-Subspaces Model for Human Activity Summarization. - Tong Wu 008; Prudhvi Gurram; Raghuveer M. Rao; Waheed U. Bajwa (ICCV Workshops, 2015)

Learning the Nonlinear Geometry of High-Dimensional Data: Models and Algorithms. - Tong Wu 008; Waheed U. Bajwa (IEEE Trans. Signal Process., 2015)

Clustering-aware structure-constrained low-rank representation model for learning human action attributes. - Tong Wu 008; Prudhvi Gurram; Raghuveer M. Rao; Waheed U. Bajwa (IVMSP, 2016)

Human Action Attribute Learning From Video Data Using Low-Rank Representations. - Tong Wu 008; Prudhvi Gurram; Raghuveer M. Rao; Waheed U. Bajwa (CoRR, 2016)

A Low Tensor-Rank Representation Approach for Clustering of Imaging Data. - Tong Wu 008; Waheed U. Bajwa (IEEE Signal Process. Lett., 2018)

Clustering-Aware Structure-Constrained Low-Rank Submodule Clustering. - Tong Wu 008 (ACSSC, 2019)

Online Tensor Low-Rank Representation for Streaming Data. - Tong Wu 008 (MLSP, 2020)

Graph regularized low-rank representation for submodule clustering. - Tong Wu 008 (Pattern Recognit., 2020)

Online Tensor Low-Rank Representation for Streaming Data Clustering. - Tong Wu 008 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Online Tensor Max-Norm Regularization via Stochastic Optimization. - Tong Wu 008 (Trans. Mach. Learn. Res., 2024)