| 2025 | CISS | Adaptive Constrained ICA with Mixing Matrix Column Constraints: Application to fMRI Data. | Chunying Jia, Weixin Wang, Trung Vu, Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tlay Adali |
| 2025 | CISS | Fusion of Multitask fMRI Data with Constrained Independent Vector Analysis. | Emin Erdem Kumbasar, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tlay Adali |
| 2025 | ICASSP | On Momentum Acceleration for Randomized Coordinate Descent in Matrix Completion. | Matthew Callahan, Trung Vu, Raviv Raich |
| 2024 | ICASSP | Provable Randomized Coordinate Descent for Matrix Completion. | Matthew Callahan, Trung Vu, Raviv Raich |
| 2024 | ICASSP | A Robust and Scalable Method with an Analytic Solution for Multi-Subject FMRI Data Analysis. | Trung Vu, Hanlu Yang, Francisco Laport, Ben Gabrielson, Vince D. Calhoun, Tlay Adali |
| 2024 | ICASSP | Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks. | Hanlu Yang, Meiby Ortiz-Bouza, Trung Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tlay Adali |
| 2024 | RecSys | Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations. | Anima Singh, Trung Vu, Nikhil Mehta, Raghunandan H. Keshavan, Maheswaran Sathiamoorthy, Yilin Zheng, Lichan Hong, Lukasz Heldt, Li Wei, Devansh Tandon, Ed H. Chi, Xinyang Yi |
| 2023 | ACSSC | Reproducibility in Joint Blind Source Separation: Application to fMRI Analysis. | Francisco Laport, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tlay Adali |
| 2023 | ACSSC | Constrained Independent Vector Analysis with References: Algorithms and Performance Evaluation. | Trung Vu, Francisco Laport, Hanlu Yang, Tlay Adali |
| 2023 | ACSSC | ON THE ASYMPTOTIC LINEAR CONVERGENCE OF GRADIENT DESCENT FOR NON-SYMMETRIC MATRIX COMPLETION. | Trung Vu, Raviv Raich |
| 2021 | ICASSP | Exact Linear Convergence Rate Analysis for Low-Rank Symmetric Matrix Completion via Gradient Descent. | Trung Vu, Raviv Raich |
| 2019 | ICASSP | Accelerating Iterative Hard Thresholding for Low-rank Matrix Completion via Adaptive Restart. | Trung Vu, Raviv Raich |
| 2019 | ICASSP | Local Convergence of the Heavy Ball Method in Iterative Hard Thresholding for Low-rank Matrix Completion. | Trung Vu, Raviv Raich |