Tong Wu

16 papers Misc 3Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent.
J. Mach. Learn. Res.
Tong Wu
2025 J jnl
Fast and Provable Low-Rank High-Order Tensor Completion via Scaled Gradient Descent.
IEEE Signal Process. Lett.
Tong Wu, Fang Zhang
2024 J jnl
Online Tensor Max-Norm Regularization via Stochastic Optimization.
Trans. Mach. Learn. Res.
Tong Wu
2023 J jnl
Online Tensor Low-Rank Representation for Streaming Data Clustering.
IEEE Trans. Circuits Syst. Video Technol.
Tong Wu
2020 J jnl
Graph regularized low-rank representation for submodule clustering.
Pattern Recognit.
Tong Wu
2020 — conf
Online Tensor Low-Rank Representation for Streaming Data.
MLSP
Tong Wu
2019 Misc conf
Clustering-Aware Structure-Constrained Low-Rank Submodule Clustering.
ACSSC
Tong Wu
2018 J jnl
A Low Tensor-Rank Representation Approach for Clustering of Imaging Data.
IEEE Signal Process. Lett.
Tong Wu, Waheed U. Bajwa
2016 — conf
Clustering-aware structure-constrained low-rank representation model for learning human action attributes.
IVMSP
Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa
2016 J jnl
Human Action Attribute Learning From Video Data Using Low-Rank Representations.
CoRR
Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa
2015 — conf
Hierarchical Union-of-Subspaces Model for Human Activity Summarization.
ICCV Workshops
Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa
2015 J jnl
Learning the Nonlinear Geometry of High-Dimensional Data: Models and Algorithms.
IEEE Trans. Signal Process.
Tong Wu, Waheed U. Bajwa
2015 Misc conf
Metric-Constrained Kernel Union of Subspaces.
ICASSP
Tong Wu, Waheed U. Bajwa
2014 J jnl
Learning the nonlinear geometry of high-dimensional data: Models and algorithms.
CoRR
Tong Wu, Waheed U. Bajwa
2014 Misc conf
Revisiting robustness of the union-of-subspaces model for data-adaptive learning of nonlinear signal models.
ICASSP
Tong Wu, Waheed U. Bajwa
2014 — conf
Subspace detection in a kernel space: The missing data case.
SSP
Tong Wu, Waheed U. Bajwa