Jack Xin

Research.com Recognitions

• 2020 - Fellow of the American Association for the Advancement of Science (AAAS)
• 2013 - Fellow of the American Mathematical Society
• 2003 - Fellow of John Simon Guggenheim Memorial Foundation

Overview

Best Publications

• Front Propagation in Heterogeneous Media

  Jack Xin

  648
  Citations

• Minimization of $ll_{1-2}$ for Compressed Sensing

  Penghang Yin;Yifei Lou;Q. I. He;Jack Xin

  524
  Citations

• A Convex Model for Nonnegative Matrix Factorization and Dimensionality Reduction on Physical Space

  E. Esser;M. Moller;S. Osher;G. Sapiro

  220
  Citations

• A Weighted Difference of Anisotropic and Isotropic Total Variation Model for Image Processing

  Yifei Lou;Tieyong Zeng;Stanley J. Osher;Jack Xin

  210
  Citations

• A Method for Finding Structured Sparse Solutions to Nonnegative Least Squares Problems with Applications

  Ernie Esser;Yifei Lou;Jack Xin

  183
  Citations

• Computing Sparse Representation in a Highly Coherent Dictionary Based on Difference of L 1 and L 2

  Yifei Lou;Penghang Yin;Qi He;Jack Xin

  180
  Citations

• Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets

  Penghang Yin;Jiancheng Lyu;Shuai Zhang;Stanley J. Osher

  171
  Citations

• Existence of planar flame fronts in convective-diffusive periodic media

  Jack X. Xin

  166
  Citations

• Minimization of Transformed $L_1$ Penalty: Theory, Difference of Convex Function Algorithm, and Robust Application in Compressed Sensing

  Shuai Zhang;Jack Xin

  149
  Citations

• Existence and nonexistence of traveling waves and reaction-diffusion front propagation in periodic media

  Jack X. Xin

  145
  Citations

• Existence of KPP fronts in spatially-temporally periodic advection and variational principle for propagation speeds

  James Nolen;Matthew Rudd;Jack Xin

  138
  Citations

• An Introduction to Fronts in Random Media

  Jack Xin

  127
  Citations

• Multidimensional Stability of Traveling Waves in a Bistable Reaction–Diffusion Equation, I

  J.X. Xin

  125
  Citations

• On the Incompressible Fluid Limit and the Vortex Motion Law of the Nonlinear Schrödinger Equation

  F.-H. Lin;J. X. Xin

  113
  Citations

• A convex model for non-negative matrix factorization and dimensionality reduction on physical space

  Ernie Esser;Michael Möller;Stanley Osher;Guillermo Sapiro

  112
  Citations

• Existence of KPP type fronts in space-time periodic shear flows and a study of minimal speeds based on variational principle

  James Nolen;Jack Xin

  111
  Citations

• Ratio and difference of $l_1$ and $l_2$ norms and sparse representation with coherent dictionaries

  Penghang Yin;Ernie Esser;Jack Xin

  110
  Citations

• Modeling light bullets with the two-dimensional sine—Gordon equation

  J. X. Xin

  100
  Citations

• Difference-of-Convex Learning: Directional Stationarity, Optimality, and Sparsity

  Miju Ahn;Jong-Shi Pang;Jack Xin

  99
  Citations

• Deep Learning for Real-Time Crime Forecasting and Its Ternarization

  Bao Wang;Penghang Yin;Andrea Louise Bertozzi;P. Jeffrey Brantingham

  87
  Citations

• BinaryRelax: A Relaxation Approach For Training Deep Neural Networks With Quantized Weights

  Penghang Yin;Shuai Zhang;Jiancheng Lyu;Stanley J. Osher

  77
  Citations