| Linear convergent decentralized optimization with compression X Liu, Y Li, R Wang, J Tang, M Yan ICLR 2021 (International Conference on Learning Representations), 2020 | 54 | 2020 |
| Nonlinear dimensionality reduction via the ENH-LTSA method for hyperspectral image classification W Sun, A Halevy, JJ Benedetto, W Czaja, W Li, C Liu, B Shi, R Wang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013 | 52 | 2013 |
| Quantization of compressive samples with stable and robust recovery R Saab, R Wang, Ö Yılmaz Applied and Computational Harmonic Analysis 44 (1), 123-143, 2018 | 45 | 2018 |
| The gap between the null space property and the restricted isometry property J Cahill, X Chen, R Wang Linear Algebra and its Applications 501, 363-375, 2016 | 36 | 2016 |
| Singular vector perturbation under Gaussian noise R Wang SIAM Journal on Matrix Analysis and Applications 36 (1), 158-177, 2015 | 33 | 2015 |
| Source estimation for wavefield-reconstruction inversion Z Fang, R Wang, FJ Herrmann Geophysics 83 (4), R345-R359, 2018 | 32 | 2018 |
| Restricted isometry property of random subdictionaries A Barg, A Mazumdar, R Wang IEEE Transactions on Information Theory 61 (8), 4440-4450, 2015 | 31 | 2015 |
| A null space analysis of the ℓ1-synthesis method in dictionary-based compressed sensing X Chen, H Wang, R Wang Applied and Computational Harmonic Analysis 37 (3), 492-515, 2014 | 29 | 2014 |
| Measures of scalability X Chen, G Kutyniok, KA Okoudjou, F Philipp, R Wang IEEE transactions on information theory 61 (8), 4410-4423, 2015 | 27 | 2015 |
| From compressed sensing to compressed bit-streams: practical encoders, tractable decoders R Saab, R Wang, Ö Yılmaz IEEE Transactions on Information Theory 64 (9), 6098-6114, 2017 | 23 | 2017 |
| Frequency down extrapolation with TV norm minimization R Wang, F Herrmann SEG Technical Program Expanded Abstracts 2016, 1380-1384, 2016 | 21 | 2016 |
| Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent A Ghosh, H Lyu, X Zhang, R Wang ICLR 2023 (International Conference on Learning Representations), 2023 | 18 | 2023 |
| A dual formulation of wavefield reconstruction inversion for large-scale seismic inversion G Rizzuti, M Louboutin, R Wang, FJ Herrmann Geophysics 86 (6), R879-R893, 2021 | 17 | 2021 |
| A dual formulation for time-domain wavefield reconstruction inversion G Rizzuti, M Louboutin, R Wang, E Daskalakis, F Herrmann SEG International Exposition and Annual Meeting, D043S130R005, 2019 | 16 | 2019 |
| Fast sparsity-promoting microseismic source estimation S Sharan, R Wang, FJ Herrmann Geophysical Journal International 216 (1), 164-181, 2019 | 13 | 2019 |
| Manifold denoising by nonlinear robust principal component analysis H Lyu, N Sha, S Qin, M Yan, Y Xie, R Wang Advances in neural information processing systems 32, 2019 | 12 | 2019 |
| Sparsity-promoting joint microseismic source collocation and source-time function estimation S Sharan, F Herrmann, R Wang, T Van Leeuwen SEG International Exposition and Annual Meeting, SEG-2016-13871022, 2016 | 12 | 2016 |
| Diffusion-based adversarial purification for robust deep mri reconstruction I Alkhouri, S Liang, R Wang, Q Qu, S Ravishankar ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 9 | 2024 |
| Supervised capacity preserving mapping: a clustering guided visualization method for scRNA-seq data Z Zhai, YL Lei, R Wang, Y Xie Bioinformatics 38 (9), 2496-2503, 2022 | 9 | 2022 |
| Sigma delta quantization with harmonic frames and partial Fourier ensembles R Wang Journal of Fourier Analysis and Applications 24 (6), 1460-1490, 2018 | 8 | 2018 |
