| Front propagation in heterogeneous media J Xin SIAM review 42 (2), 161-230, 2000 | 634 | 2000 |
| Minimization of for Compressed Sensing P Yin, Y Lou, Q He, J Xin SIAM Journal on Scientific Computing 37 (1), A536-A563, 2015 | 436 | 2015 |
| Understanding straight-through estimator in training activation quantized neural nets P Yin, J Lyu, S Zhang, S Osher, Y Qi, J Xin Proceedings of International Conference on Learning Representations (ICLR), 2019 | 332 | 2019 |
| A weighted difference of anisotropic and isotropic total variation model for image processing Y Lou, T Zeng, S Osher, J Xin SIAM Journal on Imaging Sciences 8 (3), 1798-1823, 2015 | 217 | 2015 |
| A convex model for nonnegative matrix factorization and dimensionality reduction on physical space E Esser, M Moller, S Osher, G Sapiro, J Xin IEEE Transactions on Image Processing 21 (7), 3239-3252, 2012 | 213 | 2012 |
| A method for finding structured sparse solutions to nonnegative least squares problems with applications E Esser, Y Lou, J Xin SIAM Journal on Imaging Sciences 6 (4), 2010-2046, 2013 | 185 | 2013 |
| Computing Sparse Representation in a Highly Coherent Dictionary Based on Difference of and Y Lou, P Yin, Q He, J Xin Journal of Scientific Computing 64, 178-196, 2015 | 175 | 2015 |
| Existence of planar flame fronts in convective-diffusive periodic media JX Xin Archive for rational mechanics and analysis 121, 205-233, 1992 | 156 | 1992 |
| Existence and nonexistence of traveling waves and reaction-diffusion front propagation in periodic media JX Xin Journal of statistical physics 73, 893-926, 1993 | 139 | 1993 |
| Minimization of transformed penalty: theory, difference of convex function algorithm, and robust application in compressed sensing S Zhang, J Xin Mathematical Programming 169 (1), 307-336, 2018 | 134 | 2018 |
| Existence of KPP fronts in spatially-temporally periodic advection and variational principle for propagation speeds J Nolen, M Rudd, J Xin Dynamics of PDE 2 (1), 1-24, 2005 | 122 | 2005 |
| Multidimensional stability of traveling waves in a bistable reaction–diffusion equation, i JX Xin Communications in partial differential equations 17 (11-12), 1889-1899, 1992 | 122 | 1992 |
| An introduction to fronts in random media J Xin Springer Science & Business Media, 2009 | 117 | 2009 |
| Deep learning for real-time crime forecasting and its ternarization B Wang, P Yin, AL Bertozzi, PJ Brantingham, SJ Osher, J Xin Chinese Annals of Mathematics, Series B 40 (6), 949-966, 2019 | 114 | 2019 |
| On the incompressible fluid limit and the vortex motion law of the nonlinear Schrödinger equation FH Lin, JX Xin Communications in mathematical physics 200, 249-274, 1999 | 114 | 1999 |
| Multidimensional stability of traveling waves in a bistable reaction–diffusion equation, II CD Levermore, JX Xin Communications in partial differential equations 17 (11-12), 1901-1924, 1992 | 110 | 1992 |
| Difference-of-convex learning: directional stationarity, optimality, and sparsity M Ahn, JS Pang, J Xin SIAM Journal on Optimization 27 (3), 1637-1665, 2017 | 107 | 2017 |
| Binaryrelax: A relaxation approach for training deep neural networks with quantized weights P Yin, S Zhang, J Lyu, S Osher, Y Qi, J Xin SIAM Journal on Imaging Sciences 11 (4), 2205-2223, 2018 | 98 | 2018 |
| Ratio and difference of and norms and sparse representation with coherent dictionaries P Yin, E Esser, J Xin Communications in Information and Systems 14 (2), 87-109, 2014 | 94 | 2014 |
| Existence of KPP type fronts in space-time periodic shear flows and a study of minimal speeds based on variational principle J Nolen, J Xin Discrete and Continuous Dynamical Systems 13 (5), 1217-1234, 2005 | 92 | 2005 |
Penghang YinSUNY AlbanyVerified email at albany.edu
