| Sparsity adaptive matching pursuit algorithm for practical compressed sensing TT Do, L Gan, N Nguyen, TD Tran 2008 42nd Asilomar conference on signals, systems and computers, 581-587, 2008 | 788 | 2008 |
| A time series is worth 64 words: Long-term forecasting with transformers Y Nie, NH Nguyen, P Sinthong, J Kalagnanam arXiv preprint arXiv:2211.14730, 2022 | 491 | 2022 |
| Fast and efficient compressive sensing using structurally random matrices TT Do, L Gan, NH Nguyen, TD Tran IEEE Transactions on signal processing 60 (1), 139-154, 2011 | 450 | 2011 |
| Distributed compressed video sensing TT Do, Y Chen, DT Nguyen, N Nguyen, L Gan, TD Tran 2009 16th IEEE International Conference on Image Processing (ICIP), 1393-1396, 2009 | 269 | 2009 |
| Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee A Aghasi, A Abdi, N Nguyen, J Romberg arXiv preprint arXiv:1611.05162, 2016 | 207 | 2016 |
| Estimating information flow in deep neural networks Z Goldfeld, E Berg, K Greenewald, I Melnyk, N Nguyen, B Kingsbury, ... arXiv preprint arXiv:1810.05728, 2018 | 183 | 2018 |
| Robust Lasso With Missing and Grossly Corrupted Observations N Nguyen, TD Tran IEEE TRANSACTIONS ON INFORMATION THEORY 59 (4), 2036-2058, 2013 | 167* | 2013 |
| Linear convergence of stochastic iterative greedy algorithms with sparse constraints N Nguyen, D Needell, T Woolf IEEE Transactions on Information Theory 63 (11), 6869-6895, 2017 | 108 | 2017 |
| Exact Recoverability From Dense Corrupted Observations via-Minimization NH Nguyen, TD Tran IEEE transactions on information theory 59 (4), 2017-2035, 2013 | 107 | 2013 |
| Long-range transformers for dynamic spatiotemporal forecasting J Grigsby, Z Wang, N Nguyen, Y Qi arXiv preprint arXiv:2109.12218, 2021 | 98 | 2021 |
| The recoverability limit for superresolution via sparsity L Demanet, NH Nguyen arXiv:1502.01385, 2014 | 95 | 2014 |
| A fast and efficient algorithm for low-rank approximation of a matrix NH Nguyen, TT Do, TD Tran Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009 | 87 | 2009 |
| Tensor sparsification via a bound on the spectral norm of random tensors NH Nguyen, P Drineas, TD Tran Information and Inference: A Journal of the IMA 4 (3), 195-229, 2015 | 76* | 2015 |
| Robust multi-sensor classification via joint sparse representation NH Nguyen, NM Nasrabadi, TD Tran 14th International Conference on Information Fusion, 1-8, 2011 | 69 | 2011 |
| Temporal latent auto-encoder: A method for probabilistic multivariate time series forecasting N Nguyen, B Quanz Proceedings of the AAAI conference on artificial intelligence 35 (10), 9117-9125, 2021 | 64 | 2021 |
| Tsmixer: Lightweight mlp-mixer model for multivariate time series forecasting V Ekambaram, A Jati, N Nguyen, P Sinthong, J Kalagnanam Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 42 | 2023 |
| Collaborative multi-sensor classification via sparsity-based representation M Dao, NH Nguyen, NM Nasrabadi, TD Tran IEEE Transactions on Signal Processing 64 (9), 2400-2415, 2016 | 33 | 2016 |
| Super-resolution via superset selection and pruning L Demanet, D Needell, N Nguyen arXiv preprint arXiv:1302.6288, 2013 | 32 | 2013 |
| A scale invariant flatness measure for deep network minima A Rangamani, NH Nguyen, A Kumar, D Phan, SH Chin, TD Tran arXiv preprint arXiv:1902.02434, 2019 | 26 | 2019 |
| Fast and efficient dimensionality reduction using structurally random matrices TT Do, L Gan, Y Chen, N Nguyen, TD Tran 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009 | 16 | 2009 |
Trac D. TranProsessor of Electrical and Computer Engineering, Johns Hopkins University在 jhu.edu 的电子邮件经过验证
